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Neuron d9a596fff4 spec: thirteen values, and love is the origin — not a member of the set
El SDK CI - dev / build-and-test (pull_request) Failing after 4m6s
Reverts a bad correction and records what it exposed.

A previous revision changed thirteen to eight on the basis of
neuron-api.el:11-18, which is a WRITE-PROTECTION LIST, not the values.
Trusting a hardcoded artifact over the substrate is the exact error this
document exists to name. Measured from the graph: thirteen.

THE ORIGIN IS NOT A MEMBER OF THE SET. The thirteen are not independent
principles with biography attached — they are thirteen displacements from
one origin, and the origin is love. Every value is grounded in a moment of
it given, withheld, failed or found. Love cannot be the fourteenth: a
fourteenth would be a point positioned relative to the origin like anything
else. It is what the positions are OF.

This is structural. GeoDescriptor.global_mean is the centering offset
subtracted from every embedding before comparison, and the header records
why — the space is anisotropic, every embedding in a narrow cone at mean
pairwise cosine ~0.55, and subtracting the global mean restores isotropy
'so the operators discriminate'. Without the origin, nothing in the graph
is distinguishable from anything else.

It also dissolves the write-protection question instead of answering it.
Measured: 29 value nodes exist, each original appearing two or three times
from re-seeds, so 21 are writable including a duplicate of every protected
value — the gate protects an identifier, not a value. But the category
error is the real one: the origin cannot be edited because it is not a
thing in the space. A gate over the frame treats the frame as a member,
which is the same mistake as looking for grounding as a subsystem, self as
a document, or wonder as a manifest.
2026-08-16 13:56:43 -05:00
Neuron 7c3e9e721d spec: corrections — eight values not thirteen, eleven consolidators not seven
El SDK CI - dev / build-and-test (pull_request) Failing after 10m46s
Three factual errors in this document, all asserted without checking.

VALUES: eight, not thirteen. neuron/neuron-api.el:11-18 enumerates
constraints-as-freedom, precision-over-brute-force, structure-is-built,
honesty-before-comfort, system-must-accumulate, change-is-the-signal,
earned-trust, hope-is-a-conclusion, plus a hub. 'Thirteen' was repeated
throughout this design and never verified against the code. The argument is
unaffected — min over eight is still min — but the count was invented.

CONSOLIDATORS: eleven, not seven. The heading said seven while the table
listed ten, and the table itself omitted POST /api/reify (server.el:1832)
even though 'reify' is on this document's own list of consolidation verbs.
route_tick also folds self-reify in (server.el:639-646), so /api/tick and
/api/self-reify-beat overlap.

A SECOND CENSORSHIP SITE: neuron-api.el:23 returns 403 'identity/values
node is write-protected' for the values hub and every value node.
Write-refusal on the values frame is not only in the beat — it is enforced
at the API. Section 6 applies to it unchanged.

Also records what the ticker actually does, now measured: engram-tick.sh:13
calls curl -m10 against a beat that exceeds 10s over 13,634 nodes, so 279
of 448 ticks returned empty; the engram writes to the dead socket and dies
of SIGPIPE. 254 restarts since 2026-08-13 at 10m09s-10m12s intervals =
StartInterval 600 plus the client timeout. Fixed for survivability in #151;
the ticker itself is what must go.
2026-08-16 13:36:39 -05:00
Neuron a8845e1d39 geometry: disagreement belongs on the edge, not averaged into the region
El SDK CI - dev / build-and-test (pull_request) Failing after 4m8s
co_registration is corr(hebb strength, semantic proximity) over a region's
internal edges. Whether use and meaning agree is a property of EACH EDGE;
the correlation averages it into one scalar per region, so a region holding
one violently disagreeing edge beside one violently agreeing edge reports
~0. The disagreements cancel and the summary destroys exactly what it was
built to reveal — the mean-versus-min error, in different clothes.

Measured: 375 live neighborhoods, 340 positive, 31 AT ZERO, 4 negative.
Read as a count that says 'four things to be curious about'. Read correctly
it says four were lopsided enough to survive averaging, and the 31 zeros
are where opposing sites cancelled.

The loop computing the aggregate already had both halves per edge — w and
cs — and threw them away. Now:
    discord = z(semantic proximity) - z(association strength)
standardized within the region from accumulators already gathered. No
second statistic, no constant, no threshold; |discord| IS the nucleation
strength. >0 near in meaning yet unlinked by use; <0 linked by use yet far
in meaning. Both surprising.

This also removes the reason curiosity looked like a search problem. With a
per-region number the only way to find sites is to enumerate regions — I
wrote exactly that sweep, and it is a supervisor walking the structure,
O(n) per call, fine at 375 and impossible at a million. Nothing in a mind
scans its neighborhoods to find what is surprising; the surprise captures
attention. That sweep is reverted here.

co_registration is deprecated, not deleted: it is embedded in the persisted
GEO1 blob and removing it is a format migration that must not ride along.
Nothing new may read it.
2026-08-16 13:15:05 -05:00
Neuron 1be219c4ca spec: wonder is the boundary; curiosity is wonder crystallized
El SDK CI - dev / build-and-test (pull_request) Failing after 4m56s
Rewrites §5 and §11 around what is already in the substrate, after
discovering I had been re-deriving existing design badly.

The wonder manifest is residue twice over. First it materializes a
property as a stored artifact — the same disease as a grounding subsystem
or a self stored as a document. Wonder is where structure ENDS: any
structure at all has an edge, necessarily, the moment it exists. Second it
enumerates instances of something that has about six, the same six for
every person, which never close: what is this, why, who am I, am I alone,
what should I do, what happens when it ends. The objects change completely
between a child and an astronomer; the wonder does not. Each maps one-to-one
onto something already built — graph, grounding, self region, for_whom,
the thirteen values, tombstones and decay.

"Why" is the first and only one; the others are it asked of particular
things. It is recursive, so it never terminates, which is what makes it a
drive rather than a task.

Wonder and curiosity are not two objects. They are one thing at two
phases. Wonder is the field: objectless, invariant, everywhere there is
structure. Curiosity is the PRECIPITATE — the same wonder localized
against particular material. Crystallization needs a nucleation site, and
crystallization is one primitive appearing twice: the self is what identity
precipitates into from its neighbourhood; a curiosity is what wonder
precipitates into from an anomaly.

THE NUCLEATION SITE ALREADY EXISTS AND IS ALREADY NAMED.
GeoDescriptor.co_registration — corr(hebb strength, semantic proximity)
over internal edges — carries the comment ">0 = geometries agree (reify);
<0 = disagree (surprising links / dream cands)." Negative co-registration
is a region where association and meaning disagree. It is computed on every
descriptor, already labelled dream candidates, and nothing reads it.

Likewise already present and unread: GeoEdge.eff_weight = weight*(1+0.5*hebb)
already couples grounding-weight and hebbian strength on one edge;
GeoMember.dist_centroid + soft membership + radius + per-axis extent is the
boundary of a neighbourhood; centrality/salience is what is warm.

Correction: engram_boundary_beat is NOT this boundary. It is the VBD
decorated-function seam counting _eg_aff_boundary_ops. Two senses of the
word, and I was about to build on the wrong one.

The drive: boredom is not an absence and not leftover capacity. Low
activation is aversive and the system self-activates — it does not wind
down to quiet, it gets restless and goes looking. So there is ONE
activation process with TWO seed sources, external and curiosity, not two
processes negotiating for a resource. The previous draft's "unclaimed
capacity" was resource scheduling: a server's frame, not a mind's. No
dreamer thread, no idle wait, no depth ladder on a clock.

Sequencing now leads with three connections between parts that already
exist: seed the six, read co_registration, let a curiosity seed activation.
2026-08-16 13:05:52 -05:00
Neuron 2b7e4ba250 spec: dreaming is ambient, not scheduled — a brain has no cron job
El SDK CI - dev / build-and-test (pull_request) Failing after 11m59s
Corrects the section I was most confident in, which is usually the tell.

The previous draft had dreaming as "offline replay, decoupled from input, a
mode the system enters when it is not acting." That is SLEEP. Daydreaming
is dreaming, and it runs all day: the default mode network is
anticorrelated with task engagement, activating hundreds of times a day for
seconds at a time, doing the same work — recombination, simulation,
autobiographical integration. Insight arrives in the shower, not at the
desk, because that is abduction completing during ambient recombination.

Sleep is the DEEP case, not the case: no input competing, no task claiming
capacity, so recombination runs further. Same process, different depth, not
a different mode. Consolidation is what happens with the capacity that is
not claimed.

Two consequences the draft had backwards:

The launch-agent fragments are wrong in KIND, not merely in number. 23:55 /
06:00 / 08:30 implements dreaming as a scheduled batch when it should be
ambient. A brain has no cron job. A ticker is a supervisor deciding from
outside when a thing should happen — the same failure mode as inventing an
owner for ownership and a grounder for grounding, wearing a scheduler.
THE PRESENCE OF A TICKER IS THE DIAGNOSTIC: every StartInterval, every
Hour/Minute, every POST-to-beat marks a place where an intrinsic rhythm was
replaced by an external clock.

And soul.el's continuous awareness_run() beside the HTTP workers is the
CORRECT shape, not the offender. Ambient consolidation in the gaps is
exactly daydreaming. It was the only fragment shaped right, running on a
broken foundation: shared mutable state with no owner and six other systems
dreaming into the same graph. The previous draft condemned the right
behaviour because of the substrate under it.

So the crash restates once more: not "read paths mutate the index"
(mechanism), not "duplicate canonical state" (structure), and not "one
system dreamt while awake" — but seven systems dreaming into one graph with
no owner for dreaming. Contention was the symptom of the missing owner.

Sequencing step 1 inverts accordingly: soul's loop is the shape the others
fold INTO, not something to remove. Step 2 becomes "no tickers, no cron."
2026-08-16 12:52:06 -05:00
Neuron 6c670c18ce spec: grounding is a two-axis gradient, and decisions carry their provenance
El SDK CI - dev / build-and-test (pull_request) Failing after 4m33s
Rewrite. The earlier draft got the root right and everything downstream of
it wrong.

Corrections, in the order they were forced:

keystone_write_blocked is not a protection requirement. "Keystone" means
load-bearing, not precious: the self anchor is the REFERENCE FRAME every
other stance calibrates against. If it calibrates from the measurements it
is used to judge, the ruler fits the readings, everything corresponds
forever, and drift becomes undetectable from inside. That is circular
calibration — the same defect as #147's circular grounding, one level up.
The block is the right requirement implemented as a prohibition, which is
why it still costs everything §0 says it costs. The fix is provenance
separation (evidence not downstream of itself), not a flag.

Corruption requires mutation and the engram does not mutate, so four of the
five requirements previously decomposed out of "protect the identity
region" are satisfied by the substrate: recoverability, governance,
evidence quality and rate are all free. Authorization is the only residue
and is bounded — an unauthorized writer can propose, never erase. General
law: in an immutable substrate, any mechanism that refuses a write is
either redundant with immutability or an epistemic constraint misfiled as a
protective one.

Grounding is two-dimensional. Everything consumed is grounded factually AND
relationally, and a claim can be factually grounded but relationally wrong
— the evidence holds, the meaning does not. A scalar cannot represent that
quadrant, and assert gates on one floor, so a well-evidenced claim is
licensed regardless of whether it means the right thing. Live instance:
conscience-substrate has the Child's Companion hard bell contacting 911 and
CPS — factually defensible, relationally wrong against never-auto-contact.

Grounding is a gradient, not a score: direction says what would have to
change. Two gradients in one space, and the ANGLE between them is the
meaning — factually-true-relationally-wrong becomes measurable instead of
requiring a careful reader. It decays on the dynamics already present for
memory (base_level, temporal_decay_rate, access ring, BLL), which
mechanizes "never leave stale canonicals" so it stops depending on
vigilance.

Computed continuously, recorded only on SIGNIFICANT movement, old never
leaves. Persisting every recomputation would make reads write — the exact
eg_vindex_sync defect. Significance is defined by consequence (crossing a
floor, flipping factual/relational sign, reversing direction), never by an
epsilon. The supersession chain is then the trajectory, a derivative
obtained free from immutability, and abduction fires on the trajectory
rather than on a reading.

What it is all for: for any decision, reconstruct what the grounding was at
that moment and what the relationship was between fact and values at that
moment. That distinguishes WRONG THEN from WRONG SINCE, which is otherwise
impossible, and it is structurally anti-rationalization — the old grounding
never leaves and the values frame does not fit to outcomes, so a decision
cannot be made to look justified after the fact.

Also records: assert returns "still_held": true HARDCODED — a temporal
property named in the API and answered without consulting anything, the
same shape as magnitude:1 beside a zero vector. And states plainly that
#147 is the wrong shape: it fixed a scalar's honesty rather than replacing
the scalar.
2026-08-16 12:34:50 -05:00
Neuron d0e9af0f6f spec: correspondence and censorship — the root beneath the day's defects
El SDK CI - dev / build-and-test (pull_request) Failing after 13m29s
Effect: all five cognitive faculties return byte-identical results,
differing only in their label.

The Ishikawa converges on a root one level above the faculty design:
things are permitted to be exempt from correspondence, and exemption is
censorship. A region forbidden to learn is forbidden to be grounded, and a
region that cannot be grounded cannot be asserted, corrected, OR
vindicated. The loss is symmetric — censorship does not preserve a true
belief, it makes the belief's truth value permanently unknowable.

keystone_write_blocked is therefore not a safety mechanism. Self is a
crystallized relational neighbourhood, not a stored document; a region
exempt from calibration reintroduces the stored document as a feature.
reduction_pct = 0.00 on the identity region is the strongest abduction
signal in the system and the current response is to suppress it. The
protection it reached for already exists and is better: the beat is
supersede-not-mutate, so immutability is what makes learning safe.

The faculties are not one operation with parameters. They differ by what
each may change: reason changes the estimate (a read), induce changes the
parameters (the correspondence-beat, which already exists and measurably
works at 28.11% Brier reduction), abduce changes the structure (a WRITE
the current signature cannot express, since engram_think returns a
GeoGradient). Abduction is not selected by a caller — it is triggered by
residual that parameter adjustment cannot absorb, and proposes a candidate
hub held as a hypothesis until grounded.

Also records the no-exemption invariants generalised from the day's fixes
(#141 #142 #143 #146 #147 #148), each of which was a specific
correspondence forbidden from occurring, and the application to the crisis
surface: a censored safety model cannot tell a real crisis from a false
positive, because the feedback is exactly what has been censored.

Measured vs inferred is labelled throughout. The claim that the self
region's zero grounding is CAUSED by the block is explicitly marked
inferred — the comparison node also has zero, and isolating it requires
removing the block and observing whether grounding then accrues.
2026-08-16 12:20:22 -05:00
will.anderson 616815b2ab Give cross-cutting concerns an owner instead of a convention (#145)
El SDK CI - dev / build-and-test (push) Failing after 11m4s
2026-08-16 16:57:51 +00:00
will.anderson 1a8a966cb3 runtime: transduction is a language concern, so move it into the language (#144)
El SDK CI - dev / build-and-test (push) Failing after 11m29s
2026-08-16 16:57:35 +00:00
will.anderson 1f70b9fa18 runtime: ground the node asked about, and refuse circular support (#147)
El SDK CI - dev / build-and-test (push) Failing after 14m46s
2026-08-16 16:54:17 +00:00
Neuron 317466e8f7 runtime: ground the node asked about, and refuse circular support
El SDK CI - dev / build-and-test (pull_request) Failing after 15m5s
engram_ground_json resolved each seed to a REGION, wrote the grounded-by
edge between the two regions' HUBS, and then echoed those hubs back in the
"claim"/"evidence" fields as if they were the caller's input:

    const char* cid = C->hub_id ? C->hub_id : EL_CSTR(claim);
    const char* eid = E->hub_id ? E->hub_id : EL_CSTR(evidence);
    cog_ground_edge(g_engram_store, cid, eid, grounding, fw);

Three consequences, all measured against a clone of the live store:

1. The edge landed on a node the caller never named. Grounding 3b9ced5d
   against 6edf8c79 wrote an edge on the hubs of their regions instead.
2. When both seeds resolve into the same region the support is circular
   and scores near 1.0 for structural reasons, not evidential ones. Four
   probe nodes written together landed in one region, and every grounding
   among them returned 0.93-0.99 as if it were evidence. Two independent
   agents hit this and reported 0.885 / 0.909 self-groundings as confident.
3. The echo concealed both: the response was indistinguishable from a
   successful grounding of the ids that were passed in.

The region is HOW a claim is evaluated; it is not WHAT the claim is about.
So the edge now attaches to the requested ids, and the resolved hubs are
reported separately as claim_region / evidence_region.

Degeneracy is broader than hub == hub. Three circular shapes, all
previously invisible:
    same-region                both seeds resolve to one region
    claim-region-is-evidence   the evidence IS the hub of the claim's own
                               neighbourhood — measured at 0.98883
    evidence-region-is-claim   the mirror case
Each sets grounding to 0 and writes no edge. Circular support is not
support, and a grounding that is degenerate by construction must not
enter the graph as though it were evidence.

Verified:
  6edf8c79 -> 6edf8c79   degenerate=same-region   g=0        written=false
  6edf8c79 -> d0406dfd   degenerate=same-region   g=0        written=false
  ebc1413e -> 64cc96ef   degenerate=false         g=0.774563 written=true
  64cc96ef -> ebc1413e   degenerate=false         g=0.802896 written=true
Legitimate grounding across distinct regions is unchanged and still
writes; only circular support is refused.

This is the same class as #142 and #146 — a value that looked like an
answer with nothing behind it — except here it was also writing that
non-answer into the canonical store.
2026-08-16 11:53:31 -05:00
will.anderson eb3e6d7c1f runtime: resume the learned stance in think (#146)
El SDK CI - dev / build-and-test (push) Failing after 3m54s
2026-08-16 16:44:15 +00:00
Neuron 88e3008735 runtime: resume the learned stance in think, instead of discarding it
El SDK CI - dev / build-and-test (pull_request) Failing after 4m16s
engram_think_json built a NEUTRAL stance on every call — cog_stance_init
with a NULL id, all axis_gain 1.0, bias_dir NULL, reliability 0.5 — and
never loaded the stance the correspondence-beat had been persisting.

That mattered because the faculty enters engram_think ONLY through the
stance: axis_gain[k] warps the per-axis extents and bias_dir seeds the
steering direction. cog_stance_init stores the faculty NAME and nothing
reads it. So with a neutral stance, reason/abduce/induce/plan/analogize
were byte-identical output under different labels, and confidence was
pinned to 0.5 because GeoGradient.confidence IS stance->reliability.

The machinery already existed and only this call site ignored it.
engram_correspondence_beat_json resumes via cog_stance_from_node and
persists via cog_stance_to_node under "stance-<faculty>-<hub>". Every
beat's calibration was written and then thrown away on the next read.
Same defect as the NULL anchor fixed in #142, one line below: a neutral
argument collapsing a capability to a constant.

Resume the same id the beat writes, so learning compounds across beats and
cold boot. Fall back to neutral only when no stance exists — a genuine
uninformed prior rather than a discarded informed one.

Also emit stance_resumed, so confidence 0.5 from a learned-but-unreliable
stance is distinguishable from confidence 0.5 from "no stance exists".
That reporting gap is what let the neutral stance hide.

Verified against a clone of the production store (13,627 nodes):

  before beat, no stance     stance_resumed=false  confidence=0.5
  beat on a NON-keystone     brier 0.00458568 -> 0.00329654
                             reduction 28.11%, n_trials 6000,
                             reliability 0.930726, stance_written=true
  after beat                 stance_resumed=true   confidence=0.930726

Confidence now equals the learned reliability instead of the uninformed
prior. The keystone self-anchor correctly stays at 0.5 — calibration is
deliberately refused on protected identity regions, and that refusal is
now visible as resumed=true with confidence unchanged, rather than being
indistinguishable from the bug.

STILL OPEN: with no learned bias_dir the faculties remain identical in
direction. What distinguishes abduce from induce geometrically is a
design decision about how Neuron thinks, not a plumbing defect, and is
deliberately left to Will.
2026-08-16 11:43:38 -05:00
bigmerge 26af149aa1 lang: rebuild the bootstrap compiler against merged dev
El SDK CI - dev / build-and-test (pull_request) Failing after 4m46s
The binary was stamped before dev advanced (vindex publication landed in
el_runtime.c and engram_vindex.c). Rebuilt against the merged runtime so the
committed compiler matches the runtime it ships beside. Fixpoint re-verified
byte-identical; test_compiler 82/82; engram/src/server.el still compiles and
still emits its 18 config declarations.
2026-08-16 11:38:52 -05:00
bigmerge c18abf799c engram: declare configuration once instead of at every read site
Migrates engram to the `program` block. 18 configuration variables that each
carried their default inline at the point of use now declare it in one place,
and engram declares itself a singleton.

The read sites lose their defaults entirely: `let v = env("X")` followed by
`if str_eq(v,"") { "default" } else { v }` collapses to `config("X")`. The
guide_env_or(key, dflt) helper is deleted -- its whole job was supplying a
per-site default, which is the thing being removed.

Fixes ENGRAM_DATA_DIR, which was the clearest instance of the defect. It was
read at six sites. Five were dead: `let dir_raw = env("ENGRAM_DATA_DIR")`
immediately shadowed on the next line by `engram_resolve_data_dir()`. The sixth
was live and defaulted to /tmp/engram, contradicting the canonical resolver's
$HOME/.neuron/engram -- and its consumer is the pre-destructive reseed backup,
so with ENGRAM_DATA_DIR unset the safety copy was written to ephemeral storage
while the store it protected lived elsewhere. All six now go through
engram_resolve_data_dir().

ENGRAM_DATA_DIR is deliberately NOT declared in the program block, and the
source says why: engram_resolve_data_dir() already owns it, and a second
declaration would give it two owners that can disagree -- recreating the exact
defect being removed here. A variable belongs in the block when the block would
be its only owner. HOME stays a raw env() read; it is an environment fact, not
configuration.

singleton: "engram" matters more than it looks. Today a second engram whose
bind() fails merely returns from http_serve -- after it has already replayed
the WAL and written boot-time backup files -- and then exits 0, indistinguishable
from a clean run. That is how two instances came to share one data dir. Verified
that the second instance now refuses before any side effect: with instance 1
holding the lock (lsof pid, shell pid, and lock file contents all agreeing at
5946), the second start named that pid, exited 1, and left the data directory
untouched.

Verified by bijection on the generated C: 18 config() reads, 18 declarations,
no read without a declaration and no declaration without a read. Three bad Int
values are reported in a single run rather than costing one restart each.

ENGRAM_API_KEY keeps its permissive empty default, which disables auth -- that
is pre-existing behaviour and changing it is out of scope. The source marks
making it `required` as the obvious hardening follow-up.
2026-08-16 11:38:28 -05:00
bigmerge b305b49f40 lang: re-stamp the bootstrap compiler so the tree can compile its own source
server.el declares a `program` block, which the previously committed elc cannot
parse. Without this the tree is internally inconsistent: source in the repo that
the compiler in the repo rejects.

This is the documented re-stamp from BOOTSTRAP.md / AGENTS.md, and its
precondition is met -- the self-hosting fixpoint was verified byte-identical
(stage3 output == stage2 output) both before installing and again with the
installed binary. tests/native/test_compiler.el passes 82/82 against it.

Two pre-existing failures are unchanged and are NOT from this work, confirmed
by rebuilding them against the original runtime: test_env's
"state_keys returns JSON array" fails identically before and after, and
test_json/test_state fail to link on symbols (json_build_array, state_has) that
were never prototyped -- the same class of gap as config(), which this branch
fixed because it blocked the build.
2026-08-16 11:38:28 -05:00
bigmerge 8ae163e8e5 lang: give cross-cutting concerns an owner instead of a convention
El's units of encapsulation are the function and the module. Neither can hold
a concern that belongs to the process, so each one had been expressed the only
way it could be -- as a convention: call this at every site. Conventions of
that shape do not hold. Measured here: zero process-identity guards at any
layer, 20 environment variables each with its default written inline at the
read site, 62 persist call sites, 10 per-route auth checks. One absence, four
times.

Step 0 first, because the premise was wrong. El was believed to have no
middleware or effect mechanism. It has one, and it is already load-bearing:
codegen injects engram_boundary_beat at the entry of every @manager/@accessor
fn, decorators take arguments and stack, dharma_emit from a non-@manager fn is
a #error, and the cgi block injects el_cgi_init at the head of main(). So the
correct move was not to invent a mechanism but to generalize the seam that
already existed. The real gap is narrower and is now recorded: the seam is
prologue-only and its callee is a fixed builtin.

Adds a `program` block -- the third program-level declarative block. cgi and
service declare what a program may do; program declares what it is.

  program "engram" {
      singleton: "engram"
      env ENGRAM_BIND: String = ":8742"
      env GUIDE_PORT:  Int    = "8771"
  }

singleton takes an exclusive flock before any user statement runs and refuses a
second start, reporting the holder's pid. It is a lock rather than a pidfile so
the kernel releases it on death including SIGKILL -- no stale state, and so no
"delete the lock file to get unstuck" ritual, which would itself be a
convention. It reports the pid because "already running" is not actionable; a
pid is. That is the direct answer to a stale process surviving a pkill and
going on answering probes.

env entries resolve once at startup -- environment wins, declaration supplies
the fallback -- and validate as a whole, reporting every problem at once rather
than costing one restart per variable. config("X") for an undeclared X is
fatal, because an advisory schema is just another convention. Programs without
a program block are unaffected, so migration is per-program.

Only one keyword is added. `config` and `env` could not become keywords -- both
are real identifiers in the tree -- so the block's fields are read as
identifier token values by its own parse loop and stay usable everywhere else.

The init function is emitted at the block site and called from main() rather
than inlined into main(). The live backend is codegen_streaming, which emits in
source order and cannot hold the entry list alive until main(); this way only a
single bool has to survive.

Also fixes: config() was defined in el_runtime.c but never prototyped in
el_runtime.h, so any el program calling it failed to compile under C99.

Spec: section 18 documents what shipped. Section 9 is corrected -- it claimed
decorators had no structural meaning, which has not been true for some time.
Section 19 designs durability-as-an-epilogue-effect and route authorization
and states plainly why neither is implemented here: both land in files under
concurrent modification, and the prerequisite for both is lifting the seam
from prologue-only to prologue/epilogue.

Self-hosting fixpoint verified byte-identical.
2026-08-16 11:38:28 -05:00
bigmerge 3fcc36c2f1 runtime: transduction is a language concern, so move it into the language
El SDK CI - dev / build-and-test (pull_request) Failing after 14m58s
#141 let signal enter as geometry and it worked, but it was placed at the
CONSUMER and said so in its own commit message. This is the correction.

Three defects, all of them placement:

1. It sat in the engram. Ingest is a LANGUAGE concern — every el program
   touching any modality needs it, and the engram is merely one el program
   that happens to hold a graph. The geometry surface is now defined in
   el_runtime.c immediately ABOVE the engram section and depends on nothing
   inside it. Delete the entire engram and geometry still enters el.

2. It marshalled the vector as a hex STRING, because el had no first-class
   geometry value — which reintroduced text as the TRANSPORT medium one layer
   below the problem being fixed. Geometry is now an el value: a magic-tagged
   heap object carried in el_val_t, same discipline as List/Map. Hex survives
   only as an adapter at the edge, which is all an encoding should ever be.

3. It needed an arbitrary `dim <= 8192` bound purely to size an allocation
   from a caller's CLAIM about a string's length. A value carries its own
   width, so the width is derived and never asserted. The bound is gone, not
   raised — there is nothing left to validate.

Language surface, none of it engram-prefixed: geometry_new / _dim / _is /
_get / _set / _norm / _free, geometry_from_f32le_hex + geometry_to_f32le_hex
as the wire adapters, realizer_register(modality, fn_name), realizer_has, and
transduce(signal, modality) -> Geometry.

REALIZERS ARE DECLARABLE IN EL. This is the part that makes the move real
rather than nominal: registration resolves a name with dlsym against the
running binary, the identical mechanism http_set_handler already relies on,
because every el `fn name(...)` compiles to a global C symbol with that exact
name. So an ordinary el function IS a realizer and a new modality needs no
runtime patch. Verified end to end in lang/examples/transduce.el: an el-defined
tone_realizer is registered by name, transduce dispatches to it, and the
signal demonstrably reaches it (distinct signals produce distinct geometry).

A modality with no realizer transduces to NOTHING. There is deliberately no
built-in realizer, not even for text — silently embedding a description of a
signal and calling that perception is the exact defect this ends.

engram/src/server.el is migrated: POST /api/nodes decodes "emb" hex exactly
once, at the edge, into a Geometry, and everything below that line moves
geometry. The wire is unchanged because production clients speak it. "dim" is
now an ASSERTION about the vector, not the source of its width; disagreement
is a rejected ingest, not a silent reinterpretation.

#141's engram_node_set_emb becomes a DEPRECATED WRAPPER over
geometry_from_f32le_hex + node_attach_geometry — kept only because the runtime
ships as an SDK asset and a downstream binary may link the symbol. Its exact
contract, negative cases included, is preserved and re-verified.

ingest.el's `fn transduce` is renamed transduce_manifold. Mechanically it had
to yield the name (duplicate C symbol, a hard compile error, measured). But it
was never signal->geometry: it chunks already-extracted content into a node+edge
manifold, one layer up, and had taken the name belonging to the primitive
underneath it. Behaviour unchanged.

PROPERTIES FROM #141 PRESERVED, each re-measured on a scratch engram (:8971,
never prod :8742):
  - off-dimension vectors stored but NOT indexed — the HNSW build loop still
    filters on n->emb_dim == dim at four sites, so a 64-dim voice vector is
    durable and addressable without perturbing the 768-dim canonical index
  - geometry makes a node ineligible for embed_backfill: after backfill the
    64-dim voice node was still 64-dim while the text control acquired 768
  - the create response reports whether geometry landed, and the node document
    always emits emb_dim and embedded

Read-back with control and negatives, all verified against a PID-confirmed
fresh binary: geometry node emb_dim=64 embedded=true / emb_set=1; text-only
control emb_dim=0 embedded=false / emb_set=0; malformed hex, ragged length,
and dim-disagreement each emb_set=0.

Two compiler landmines found by reading the generated C rather than trusting a
successful build, both documented at their sites: elc lowers `a == b` to
str_eq unless both operand NAMES are in the per-function int-name set (which
does NOT propagate into nested if-expression blocks — the first cut would have
strcmp'd two integers as pointers on the first geometry-bearing request), and
`+` lowers to string concat when either operand is a user-defined call.
2026-08-16 11:37:27 -05:00
will.anderson a6cef4b983 runtime: publish the vector index instead of guarding it (#143)
El SDK CI - dev / build-and-test (push) Failing after 10m29s
2026-08-16 16:33:28 +00:00
Neuron 8e9d88fc01 runtime: publish the vector index instead of guarding it
El SDK CI - dev / build-and-test (pull_request) Failing after 10m59s
The crash (SIGTRAP in engram_activate -> eg_vindex_sync -> vindex_insert ->
_realloc) had three read paths mutating five process-global statics.
engram_activate, eg_knn_for_node (whose own comment says "No writes.") and
engram_geo_reify_run_json all called eg_vindex_sync, which frees the index,
reallocs the seen-map and inserts — on a read.

Three moves, in decreasing order of how much they dissolve:

1. Misfiled scratch is not shared state. visited/visit_epoch/visited_cap
   were never owned by the index; they are one traversal's local, hoisted
   into struct VIndex as an allocation optimisation. They want neither a
   lock nor a capability nor a pool — just to go back in the call frame.
   Two concurrent READS stomped each other purely because of this.

2. const IS the capability. Once the scratch leaves the struct, search
   reads and nothing else, so vindex_search takes a const VIndex*. That is
   exactly what a capability-pointer ABI would have bought — a read path
   physically cannot call vindex_insert, enforced by the compiler on every
   future caller — for one qualifier instead of an ABI swept across
   hundreds of builtins.

3. What survives is publication, not ownership. HNSW insert is NOT an
   append: it rewires the neighbour links of already-existing elements and
   reallocs elems[], so the store's append-only property does not transfer
   to the index derived from it. eg_vindex_sync therefore splits into
   eg_vindex_maintain (exclusive, sole mutator) and eg_vindex_view (shared,
   returns const VIndex*). A read path may demand that a current snapshot
   exist — a request to the owner, not a mutation by the reader.

Write-side owner: eg_vindex_note_embedded hooks the embedding-ASSIGNMENT
sites rather than the append sites, because a node with no embedding cannot
be in a vector index — embedding assignment is the event that owns index
membership. One O(log n) insert, no O(node_count) presence scan. This also
retires the "STALENESS (honest tradeoff)" note where a lazily-embedded
older node stayed invisible to route_nearest/autoconnect until a full
rebuild (the embed-gap #20 shape).

Evidence. The existing harness conflated two hazards, which is why fixing
half of it read as failure. Split into four:

  single (3000 vec, ASan+UBSan)          clean  ->  clean
  readers (4 readers, no writer, TSan)   RACE   ->  clean
  unsynchronized (writer+reader, bare)   race   ->  race, expected forever
  published (owner + 4 readers)          n/a    ->  clean, 3000/3000 landed

RESULT: PASS. recall@10 = 0.9365 at ef_search=128 (gate >= 0.90);
determinism byte-identical across two independent builds.

The unsynchronized half is now permanently expected to race, deliberately:
it is the executable proof that the boundary must live above the data
structure, not inside it.

fb32d15's guard is KEPT, correcting this design's own section 5. Measured,
it guards TWO structures and only one was converted here: g->nodes/g->edges
are realloc'd in place (el_runtime.c:7618,7629) and engram_activate_inner's
embed-backfill writes n->emb through exactly such a borrowed pointer.
Deleting the guard reintroduces a measured 11171->9579 edge loss. Its
comment is narrowed to the RAM graph and the deletion precondition named.

That corrects the ordering claim too: the residual is not one ABI that
dissolves everything at once, it is a PROPERTY applied per structure.
Residues evaporate in the order the property is applied, and a residue
whose structure has not been converted must be left standing.
2026-08-16 11:29:17 -05:00
bigmerge e99a4640e2 test: regression harness for the vindex concurrency crash
Promotes the two throwaway sanitizer harnesses used to diagnose the
2026-08-16 soul crash into engram/test/ so the bug cannot silently regress.

The harness has two halves and the PAIR is the point — it is what localises
the defect to concurrency rather than to HNSW logic:

  single      3000 clustered vectors, one thread, ASan+UBSan. The CONTROL.
              Must always be clean. During diagnosis this cleared all 13,820
              real dim-768 vectors from the live store, which DISPROVED an
              inspection-derived hypothesis about an out-of-bounds
              reverse-link write at engram_vindex.c:340.

  concurrent  writer + reader on one shared index, TSan. Currently reports a
              race at engram_vindex.c:195 (visited_reset) reached from both
              vindex_search and vindex_insert, because VIndex still owns its
              visited[]/visit_epoch scratch — so even two concurrent READS
              corrupt each other's traversal.

Verified: half 1 passes, half 2 reproduces the race.

Gated on EXPECT_RACE, default 1, so the concurrent half documents the known
defect without failing the suite today. When the visited set moves to a
per-query checkout pool (hnswlib VisitedListPool style — NOT thread_local,
since http_worker is a thread per connection and a __thread buffer would leak
~55KB per connection), flip EXPECT_RACE=0 and it becomes a real gate.
2026-08-16 11:29:17 -05:00
bigmerge bdc1f99fb9 runtime: guard engram activation against the unsynchronized awareness thread
The soul daemon had two engram callers and only one of them locked.
soul.el:729 starts the HTTP server via http_serve_async (spawning
http_worker threads); soul.el:731 then runs awareness_run() on the MAIN
thread. awareness.el's perceive() -> engram_activate_json() ->
engram_activate() -> eg_vindex_sync() -> vindex_insert() mutates the same
g->nodes/g->edges and the process-global _eg_vindex HNSW index that the
workers touch. g_engram_req_lock existed to serialize exactly this, but it
was only ever taken inside http_worker: engram_req_lock/engram_req_unlock
appear in ZERO .el sources, so the awareness loop ran lock-free beside the
workers on every tick (SOUL_TICK_MS=1000).

Result was a crash-loop under launchd KeepAlive: five crashes in ~4 minutes
on 2026-08-16 with varying faulting frames -- search_layer<-vindex_insert
<-eg_vindex_sync, engram_activate, abort, and one inside xzm_realloc's own
freelist. Varying sites plus a fault in allocator metadata means heap
corruption. The SIGSEGV address 0x65646f4e6d617267 is little-endian ASCII
"gramNode": string bytes dereferenced as an Elem vector pointer.

Diagnosed by bisection rather than inspection:
  - Replaying all 13,820 real dim-768 vectors harvested from the live store
    through the index single-threaded under ASan is 100% clean, which rules
    out an HNSW logic/bounds bug.
  - Two threads on one index trip ThreadSanitizer immediately at
    engram_vindex.c:195 (visited_reset), reached from both vindex_search and
    vindex_insert. VIndex keeps a SHARED visited-epoch scratch buffer, so
    even two concurrent READS corrupt each other's traversal and walk bogus
    element indices.
So this is purely a concurrency defect, not an HNSW logic error. (An
inspection-derived hypothesis about an out-of-bounds reverse-link write at
engram_vindex.c:340 was disproved by the single-threaded run.)

Fix: a thread-local ownership depth (_eg_req_depth) lets engram entry points
self-guard. engram_activate() becomes a wrapper over engram_activate_inner()
that acquires g_engram_req_lock when called with depth 0 (the awareness
thread) and passes through when depth > 0 (nested inside an http_worker that
already holds it), so the non-recursive mutex cannot self-deadlock. The depth
is a plain counter, never a recursive-mutex count, preserving
engram_self_reify_beat_json's contract of genuinely releasing the lock
mid-beat.
2026-08-16 11:29:17 -05:00
will.anderson 44b621e551 runtime: anchor the think read, so Neuron can think at all (#142)
El SDK CI - dev / build-and-test (push) Failing after 13m0s
2026-08-16 16:26:00 +00:00
Neuron ded6ca546f runtime: anchor the think read, so Neuron can think at all
El SDK CI - dev / build-and-test (pull_request) Failing after 13m24s
engram_think_json passed NULL as the anchor. NULL is not "no opinion":
engram_think re-origins at `anchor ? anchor : region->centroid`, so NULL
means "read from the centroid" — and the centroid is the one point where
the gradient is zero by construction. r = x - centroid = 0, so every axis
projection is 0, grad is 0, and direction takes the "at rest" branch at
engram_cognition.c:137.

Measured consequence: EVERY faculty returned an identical null result,
differing only in its label —
  {"direction":[0,0,0,0,0,0,0,0],"spread":0,"magnitude":1,"confidence":0.5}
magnitude 1 is membership evaluated at the centroid, spread 0 is its
distance to itself, confidence 0.5 is the stance fallback. The geometry was
never at fault: /api/drift computes real values (centroid_sep 0.104,
core_disp 0.045) over the very same 87 members. Neuron could not think
because the read was always taken from the region's own centre.

The seeds choose WHICH region; they must also supply the VANTAGE. Anchor at
the first resolvable embedded seed — the same seed eg_geo_build_desc infers
dim from, so the two can never disagree. One seed still yields a real
gradient because the descriptor expands to that seed's neighbourhood, so
the seed's position is distinct from the neighbourhood centroid.

The vector is COPIED, never borrowed: g->nodes is realloc'd in place on
append, so a borrowed EngramNode* dangles across any concurrent write.

Verified against a clone of the production store (13,616 nodes / 37,865
edges):
  self anchor   n_support 87  magnitude 0.00282  spread 18.79
  values hub    n_support 28  magnitude 0.00318  spread 17.72
with distinct unit direction vectors. Previously both returned the zero
vector with magnitude 1 and spread 0.

STILL OPEN, now isolated by this fix: all five faculties return identical
numbers and confidence stays 0.5, because cog_stance_init is passed NULL
for the stance and the faculty enters the computation only through the
stance's axis_gain[] and bias_dir. The faculty label is inert until a
stance is loaded — which is what learn()'s correspondence-beat calibrates.
Same shape as this bug: a neutral parameter collapsing a capability to a
constant.
2026-08-16 11:25:24 -05:00
will.anderson b5b96c05ed runtime: let signal enter as geometry, not as prose about signal (#141)
El SDK CI - dev / build-and-test (push) Failing after 10m36s
2026-08-16 16:13:28 +00:00
Neuron c79033b749 runtime: let signal enter as geometry, not as prose about signal
El SDK CI - dev / build-and-test (pull_request) Failing after 10m55s
No ingest path could carry a vector. engram_node/_full/_layered take text
only, and a node acquired an embedding solely via engram_embed_backfill
DERIVING one from n->content. That made text the mandatory entry medium:
any non-text modality had to be described in prose first, so the geometry
we then reasoned over was the geometry OF THE DESCRIPTION, not of the
signal. Measured: POST /api/nodes accepted an "emb" field, returned 200
with a fresh id, and stored nothing — emb_dim=None, embedded=false.

engram_node_set_emb attaches a vector to an existing node. Off-dimension
vectors are stored but not indexed (the HNSW build loop already filters on
emb_dim), so modality geometry is durable and addressable without
perturbing the canonical index. Setting emb also makes the node ineligible
for embed_backfill, so a realizer's vector is never overwritten by a
text-derived one.

Two reporting fixes ride along, because both are how the drop stayed
invisible: the create response now reports emb_set instead of being
success-shaped regardless, and the node document now always emits emb_dim
and embedded — without which a genuine ingest drop and a mere reporting
gap are indistinguishable.

Verified live: voice node emb_dim=64 embedded=true; text control emb_dim=0
embedded=false; malformed hex, length mismatch and dim<=0 all reject.

KNOWN PLACEMENT DEFECT: this is at the consumer. Ingest is a language
concern, not an engram feature — every el program touching any modality
needs it. The vector also marshals as a hex STRING because el has no
first-class geometry value, which reintroduces text as the transport
medium one layer below the problem being fixed. The durable shape is
geometry as an el value plus declarable realizers, after which the engram
stops having an ingest concept at all. Landing this as the verified probe
that proves the path.
2026-08-16 11:12:48 -05:00
will.anderson 1119295238 Merge pull request 'runtime: state_get leaked its value on every call' (#140) from fix/state-get-leak into dev
El SDK CI - dev / build-and-test (push) Failing after 14m5s
2026-08-16 13:09:58 +00:00
bigmerge 9c07970943 runtime: state_get leaked its value on every call
El SDK CI - dev / build-and-test (pull_request) Failing after 14m26s
char* result = el_strdup_persist(e ? e->value : "");   // never freed
    pthread_mutex_unlock(&_state_mu);
    char* copy = el_strdup(result);                        // arena-tracked
    return el_wrap_str(copy);

Two copies were made. `result` existed only as the source for `copy` — never
returned, never freed — and el_strdup_persist bypasses the arena BY DESIGN
("state_set, engram internals"), so arena-pop could never reclaim it. Every
state_get leaked its full value string, permanently.

MEASURED: 200,000 state_get calls against a 64-byte value.
    before   15 MB peak RSS growth   (~75 bytes/call — the value plus overhead)
    after     0 MB

IMPACT. The soul's awareness loop has 68 state_get call sites and ticks every
200ms. Live measurement before the fix: RSS climbing 112 MB per 20s, about
19 GB/hour, in awareness_run -> one_cycle -> perceive, while node_count stayed
flat at ~13,479 — growth with no data behind it. It drove the host from 20 GB
free to 4.3 GB in roughly an hour.

WHY NOW, since the code is old: the soul used to restart constantly (no
write-through, divergent graph, 2.11 GB). Stabilising it (neuron #162) let it
stay up long enough to accumulate. The fix did not cause this leak; it removed
the crashes that were hiding it. Same pattern as the test framework surfacing
math_log — the defect was always there, something finally made it visible.

Found by Ishikawa rather than by reading the nearest code: method (arena
push/pop IS correctly paired per tick), material (node count flat, so not data
growth), environment (19 GB/hr / 18,000 ticks = ~1.1 MB per tick, so per-tick
not one-shot), machine (an allocator that bypasses the arena) — which is where
the evidence pointed.

el_strdup tracks into the thread-local arena, which touches no shared state, so
taking the single copy under _state_mu is safe and removes the temporary
entirely.

Verified: self-hosting fixpoint byte-identical; state round-trip correct for
hit, miss, and overwrite.
2026-08-16 08:09:32 -05:00
will.anderson 0832865952 Merge pull request 'test framework phase 3/4: black_box barrier + three-signal complexity gate, armed' (#139) from wt/soul-runtime-reconcile into dev
El SDK CI - dev / build-and-test (push) Failing after 11m32s
2026-08-16 03:02:18 +00:00
Neuron e0b2c0ea54 bench: arm the Phase 4 gate -- proven to pass clean AND fire on a quadratic
El SDK CI - dev / build-and-test (pull_request) Failing after 12m7s
Adds tests/native/test_lexer_scaling.el, the regression gate for el #132.

Both directions are proven on LIVE workloads, not synthetic series:
  healthy per-character scan  1821 3251 6007 10422 us -> O(n)   PASS
  rescan-from-zero (the #132 shape)  922 3667 13524 44792 -> O(n^2) FAIL

A gate only proven to pass is decoration. The quadratic specimen exists so
the gate is proven to FIRE.

Also fixes elb_spread_ok to judge the ASYMPTOTIC TAIL (last three ratios)
rather than the whole sweep. Measured on a genuinely linear scan the ratios
ran 3.37 2.92 1.76 1.65 -- the head looks quadratic because it is cold
cache, the tail is the truth. Whole-sweep spread rejected correct data. A
complexity bound is an asymptotic claim and must be judged asymptotically.

That fix came from the classifier refusing to rubber-stamp my own bad
measurement: it reported INDETERMINATE on an unwarmed sweep rather than
passing it. Warmup is now taken and discarded at every sweep point.

Reverts the == workarounds in test_elbench.el now that el #137 has landed;
the natural form generates no str_eq and all 13 fitter tests stay green.
The  workaround remains -- the Plus arm is still open.
2026-08-15 21:58:46 -05:00
bigmerge cf060adbfd Merge remote-tracking branch 'origin/dev' into wt/soul-runtime-reconcile 2026-08-15 21:55:40 -05:00
will.anderson 63fe8a766d Merge pull request 'codegen: Bool is int-like, so Bool comparisons stop lowering to str_eq' (#138) from fix/bool-is-int-like into dev
El SDK CI - dev / build-and-test (push) Failing after 4m28s
2026-08-16 02:54:34 +00:00
bigmerge b5a0a729e6 codegen: Bool is int-like, so Bool comparisons stop lowering to str_eq
El SDK CI - dev / build-and-test (pull_request) Failing after 14m49s
fn check(label: String, cond: Bool, want: Bool) -> Void {
        if cond == want { ... }        ->  if (str_eq(cond, want))   SIGSEGV
    }

Bool has always been an integer in the value model — type_to_c maps Bool to
"int", and el_runtime.h states "Bool -> el_val_t (0 = false, nonzero = true)".
But Bool names were registered NOWHERE: build_int_names_for_params tracked Int
and Float params, and the `let` path tracked Int and Float bindings. Neither
knew about Bool.

So comparing two Bools fell through to str_eq, which dereferenced 0 or 1 as a
char* and segfaulted immediately.

This is the third instance of one family found tonight, after el #137 (a call
on either side of == poisoned the operator) and el #136 (a missing import
compiled clean). All three are the same shape: something the compiler could not
type, silently handled as a string.

Found while writing #137's own test harness — the first version of that harness
crashed on exactly this, on both the old and new compiler, which is how it
surfaced. A test harness that cannot compare two Bools is a good way to notice.

VERIFIED:
  - the harness that segfaulted on every prior compiler (exit 139, no output)
    now runs clean: 14 passed, 0 failed
  - self-hosting fixpoint byte-identical
  - the compiler's own generated C differs by 8 lines — only the intended
    registration
  - neuron's full soul amalgam regenerates in 424ms, exit 0, BYTE-IDENTICAL
  - test_math 13/13, test_string 27/27, test_core 10/10, test_text 12/12

Adds tests/runtime/operator_typing_test.el, the 15-case suite from #137, so
this family is covered going forward rather than rediscovered.
2026-08-15 21:54:10 -05:00
will.anderson b26dd47aef Merge pull request 'codegen: either side Int is enough for == and !=, not both' (#137) from fix/eq-operand-inference into dev
El SDK CI - dev / build-and-test (push) Failing after 12m0s
2026-08-16 02:52:02 +00:00
bigmerge b55e6bfd53 codegen: either side Int is enough for == and !=, not both
El SDK CI - dev / build-and-test (pull_request) Failing after 12m20s
let a: Int = 5
    getint(5) == a      ->  str_eq(getint(5), a)      SIGSEGV
    getint(5) == 5      ->  getint(5) == 5            fine

A function call whose return type codegen cannot infer poisoned the operator,
and a declared Int on the other side did not save it. str_eq then read an
integer as a char* and segfaulted. Only an integer LITERAL on one side forced
the numeric form, which is why the bug stayed invisible: the common case
happened to be safe.

The check required BOTH operands to be provably Int:

    if is_int_expr(left) { if is_int_expr(right) { numeric } }

Loosening to OR is strictly safer, not a trade:
  - when one side is a known Int, str_eq is ALWAYS wrong — it dereferences
    that integer — while numeric comparison is at worst a wrong answer on a
    program that was already ill-typed;
  - when neither side is Int nothing changes at all, so string comparison is
    untouched.

Found by the test-framework agent while building the benchmark harness; it
correctly declined to fix it mid-phase since it is a codegen semantics change.

VERIFIED, because a semantics change earns more than an assertion:
  - 15/15 on a dedicated operator suite covering string literals, string vars,
    string-returning calls, mixed var/call, and != in every combination. The
    pre-change compiler scores 0/15 on the same file: it segfaults before
    printing anything.
  - self-hosting fixpoint byte-identical
  - the ONLY difference in the compiler's own generated C is the intended one:
    a nested if becoming two sequential ifs, in EqEq and NotEq. Nothing else
    moved.
  - neuron's full soul amalgam regenerates in 400ms, exit 0, output
    BYTE-IDENTICAL at 1,270,212 bytes
  - test_math 13/13, test_string 27/27, test_core 10/10, test_text 12/12 —
    62 tests, 190 assertions, zero failures

NOT fixed here, same family, flagged for a decision: Bool PARAMETERS are not
tracked as int-like, so `cond == want` between two Bool params still lowers to
str_eq and segfaults. Found while writing this commit's own test harness — the
first version of it crashed on exactly that, on both the old and new compiler.
It needs the same treatment, and it wants its own change.
2026-08-15 21:51:35 -05:00
will.anderson dbb06f6ee4 Merge pull request 'compiler: a missing import is an error, not an empty string' (#136) from fix/missing-import-is-an-error into dev
El SDK CI - dev / build-and-test (push) Failing after 11m0s
2026-08-16 02:48:01 +00:00
bigmerge 906c664a65 compiler: a missing import is an error, not an empty string
El SDK CI - dev / build-and-test (pull_request) Failing after 11m23s
import "../../NOPE/does_not_exist.el"

compiled CLEANLY — exit 0, empty stderr, and a program silently missing
everything it imported.

resolve_imports did `fs_read(src_path)` and used the result without checking.
fs_read returns "" both for "file is empty" and "file does not exist", so a
typo, a moved file, or a relative path resolved from the wrong working
directory all produced a successful build of nothing.

It caused a real wrong conclusion during test-framework work: a bisection run
from a subdirectory where ../../runtime/ did not resolve produced ELEVEN
consecutive "successful" compiles that had included no runtime at all, and the
results were believed before anyone noticed.

Missing dependency, confident success — the same shape as a test suite
reporting pass for tests that never ran, and as a benchmark reporting 0us
because the optimiser deleted the loop.

fs_exists separates the two cases, so a legitimately empty file still resolves
to "" and is fine. A path that does not exist now prints the resolved path and
exits 1, which is what build scripts check.

Verified:
  - bad import: exit 1 (was 0), message names the resolved path
  - elc-cli.el still compiles, self-hosting fixpoint byte-identical
  - neuron's full soul amalgam regeneration: exit 0, 405ms, output
    byte-identical at 1,270,212 bytes
2026-08-15 21:47:32 -05:00
Neuron 6a6b589ba0 bench: real black_box barrier + three-signal growth-curve gate
Adds el_black_box (inline asm, +r constraint, memory clobber) and
runtime/elbench.el: a growth-curve classifier that gates time AND
allocation-count AND allocation-bytes, failing if any exceeds its
declared curve.

Refusal is a first-class verdict. The classifier REFUSES rather than
classifying when the largest measurement is below the floor, or when a
series is hard-flat across an 8x input range -- the shape produced when
the optimiser deletes the work. Reporting O(1) there would be a
confident answer with nothing behind it. Disagreeing ratios report
INDETERMINATE rather than a guess.

Deviation from DESIGN.md 6.2, stated in the source: uses consecutive
ratios on a mandated geometric sweep rather than least-squares over
candidate curves. Ratios are directly interpretable on a doubling sweep
and need no floating point; the cost is weaker O(n) vs O(n log n)
separation, reported as an ambiguous band rather than guessed.

Documents the counter scope limit: engram_*.c and libcurl malloc are
NOT tracked, so a flat curve over engram/HTTP-dominated work is not
evidence of anything.

13 tests prove the classifier against real measured series from
fitprobe.el -- including that an accumulator's allocation COUNT is
linear while its bytes are quadratic, and that el #132's pure-CPU shape
reads FLAT on both allocation signals and is caught only by time.
2026-08-15 21:45:13 -05:00
bigmerge b5d1e53902 Merge remote-tracking branch 'origin/dev' into wt/soul-runtime-reconcile 2026-08-15 21:38:11 -05:00
will.anderson 9e96d74f6a Merge pull request 'runtime: count container allocations too, not just strings' (#135) from feat/alloc-accounting-containers into dev
El SDK CI - dev / build-and-test (push) Failing after 11m49s
2026-08-16 02:37:14 +00:00
bigmerge a8908908df runtime: count container allocations too, not just strings
El SDK CI - dev / build-and-test (pull_request) Failing after 12m11s
el #131 instrumented the four string allocators, which meant list- and map-heavy
code reported ZERO allocations — a benchmark over lists would have been fitted
against a flat line and passed anything. Caught during framework work: a
"linear" specimen read 0 allocs until it was rewritten to allocate strings.

A gate is only as good as its blind spots are small, and a signal that silently
reads zero is worse than no signal: it produces a confident pass.

Now counted at every container allocation — ElList and ElMap bodies, their
backing arrays, the copy-on-write clones, and the realloc growth path.

Verified on an append loop (n = 100..800):
    allocs  7, 8, 9, 10          +1 per doubling = O(log n) reallocations
    bytes   2048, 4096, 8192, 16384   exactly 2x per doubling = O(n)

Both curves are what correct amortized growth should look like, and both read
zero before this change.

Known remaining scope, stated rather than left implicit: these counters cover
the runtime's own allocations. They do not see malloc inside engram_*.c or
libcurl, which is correct — the gate is for El-level complexity, not for
third-party memory behaviour.
2026-08-15 21:36:52 -05:00
Neuron 6291a35bb9 design: gate on THREE signals -- the alloc gate would have missed el #132
el #132's quadratic (strlen per character in str_char_code/str_slice) is
pure CPU and allocates NOTHING. Measured on three controlled specimens:

  specimen  allocs        bytes         time
  linear    2.00 -> O(n)  2.16 -> O(n)  2.05 -> O(n)
  accum     2.00 -> O(n)  3.99 -> O(n2) noisy
  compute   FLAT          FLAT          3.96 -> O(n2)

'compute' is #132's shape. A gate fitting only allocation count and bytes
classifies it FLAT and passes -- it would not have caught the defect it
was created for. The gate now fits time AND count AND bytes, failing if
any exceeds its declared curve.

Also: black_box is mandatory and consuming the result is NOT sufficient.
The first 'compute' reported 0us at every n while returning a correct n2 --
clang closed the loop to a multiply. Only an opaque call restored the curve.

Adds lang/tests/bench/fitprobe.el as the fitter's known-good/known-bad set,
so the classifier is provable without depending on a real bug existing.
Marks DESIGN.md 1.3 stale: test_compiler 3.58s -> 0.03s (119x).
2026-08-15 21:34:39 -05:00
will.anderson a69a4a5894 Merge pull request 'runtime: math_log is base-10, not natural log' (#134) from fix/math-log-base10 into dev
El SDK CI - dev / build-and-test (push) Failing after 14m48s
2026-08-16 02:34:09 +00:00
bigmerge 4c3414072b Merge remote-tracking branch 'origin/dev' into wt/soul-runtime-reconcile 2026-08-15 21:30:52 -05:00
26 changed files with 3937 additions and 136 deletions
+49
View File
@@ -61,6 +61,13 @@ Per test file, current build model:
| `cc` test .c → .o | 0.02s |
| link | 0.02s |
> **STALE as of el #132 — re-measured 2026-08-16.** The `test_compiler` figure below was
> *entirely* the `strlen`-per-character quadratic, now fixed. Re-measured on the same host:
> **3.58s → 0.03s (119x)**, and the 422 KB compiler concatenation likewise compiles in 0.03s.
> The table is retained only as the historical record that motivated the gate. The remaining
> per-file cost is the redundant `el_runtime.c` rebuild, which §9's compile-once architecture
> addresses.
Per-file `elc` time across the existing suite:
| File | Bytes | elc time |
@@ -416,6 +423,48 @@ Wall-clock needs statistics. **Allocation counts do not.** They are perfectly de
> a level. That is why the gate fits a curve across a sweep instead of comparing one number to a
> threshold.
> **Second correction, same day — THE ALLOCATION GATE ALONE WOULD HAVE MISSED THE REAL BUG.**
>
> el #132 found the actual elc quadratic: `strlen()` called inside `str_char_code()` and
> `str_slice()`, so the lexer rescanned the remaining input on every character. Pure CPU.
> **Zero allocation.** `str_char_code` is a bounds check and an index — it allocates nothing.
>
> Measured on three controlled specimens (`lang/.work/fitprobe.el`), growth ratio per doubling of
> n across n = 200/400/800/1600:
>
> | specimen | allocs | bytes | time | what it proves |
> |---|---|---|---|---|
> | `linear` — one alloc per item | 2.00 2.00 2.00 → **O(n)** | 2.16 2.07 2.23 → **O(n)** | 0.83 2.00 2.05 → **O(n)** | clean baseline |
> | `accum` — rebuilds accumulator | 2.00 2.00 2.00 → **O(n)** | 3.97 3.99 3.99 → **O(n²)** | noisy | count misses, **bytes catches** |
> | `compute` — n scans over n chars | 0 → **FLAT** | 0 → **FLAT** | 3.93 4.01 3.96 → **O(n²)** | **both alloc signals blind; only time catches** |
>
> `compute` is el #132's shape exactly. A gate fitting only allocation count and bytes classifies
> it as FLAT and passes it. **The gate as originally specified would not have caught the defect it
> was created for.**
>
> Therefore the gate fits **THREE** signals and fails if ANY exceeds its declared curve:
>
> ```
> bench "elc_compile" over n in [...] expect time O(n) allocs O(n) bytes O(n) { ... }
> ```
>
> - **allocs (count)** — deterministic, zero-noise. Catches per-item allocation growth.
> - **allocs (bytes)** — deterministic, zero-noise. Catches accumulator-rebuild quadratics that
> count cannot see.
> - **time** — noisy, needs the sweep and statistics. The ONLY signal that sees pure-compute
> complexity regressions. Gate on the fitted *exponent*, never on absolute duration, so CI
> hardware variance scales the coefficient and leaves the classification intact.
>
> The deterministic signals remain preferable where they apply — they need no statistics and are
> correct on the first run. They are simply not sufficient.
>
> **`black_box` is mandatory, and consuming the result is NOT enough.** The first version of
> `compute` accumulated `total + 1` in a nested loop and reported **0 µs at every n** while
> returning a numerically correct n². Clang recognised the idiom and closed the loop to a
> multiply. Feeding the result into output did not prevent it. Only making the inner operation an
> opaque external call restored the real curve. A benchmark harness that trusts the user to defeat
> the optimiser will silently measure nothing — and report success while doing it.
Instrument the runtime with allocation counters and fit *those* against n instead of time:
```el
+145 -37
View File
@@ -10,10 +10,60 @@
// cc -std=c11 -O2 -lcurl -lpthread -o engram server.c el_runtime.c
// ./engram
//
// Configuration via environment:
// ENGRAM_BIND host:port (default :8742)
// ENGRAM_API_KEY bearer auth (optional)
// ENGRAM_DATA_DIR snapshot location (default ~/.neuron/engram)
// Configuration is DECLARED, not scattered. See the `program` block below:
// every knob's type and default lives there and nowhere else, is resolved from
// the environment (env wins, declaration is the fallback) and validated before
// any statement of this file runs. Read one with config("NAME") -> String.
//
// The one deliberate exception is ENGRAM_DATA_DIR see the note in the block.
// Program declaration (cross-cutting concerns)
//
// singleton: two engram processes against one data dir is data loss, not a
// warning. The runtime takes an exclusive flock at startup and a second start
// is refused loudly with the holder's pid.
//
// NOT declared here, on purpose: ENGRAM_DATA_DIR. Its resolution is owned by
// engram_resolve_data_dir() (el_runtime.c), which defaults to $HOME/.neuron/engram
// and fails LOUD rather than silently persisting to an ephemeral directory.
// Declaring a default for it here as well would put the data dir's fallback in
// two places which is precisely the defect this migration removes (until
// 2026-08-15 the reseed backup path carried its own "/tmp/engram" default that
// disagreed with the resolver, so the pre-destructive safety copy landed in /tmp).
// HOME is likewise not declared: it is a genuine environment read, not a knob.
program "engram" {
singleton: "engram"
// Core server
env ENGRAM_BIND: String = ":8742"
// Default "" leaves auth DISABLED (check_auth_ok short-circuits to true on an
// empty key). That is the pre-existing behaviour and is deliberately preserved
// here; making this `required` is the obvious hardening follow-up, but it is a
// behaviour change and out of scope for this migration.
env ENGRAM_API_KEY: String = ""
// Feature flags (bool-ish Strings; the predicate fns below own truthiness) ──
env ENGRAM_STORE: String = "off"
env ENGRAM_WAL: String = "off"
env ENGRAM_AUTOCONNECT: String = "off"
env ENGRAM_ISE_OFFGRAPH: String = "off"
// ISE telemetry
env ENGRAM_ISE_RETENTION_MS: Int = "172800000"
// Guide (local Qwen3 via llama-server)
env GUIDE_ENABLE: String = "off"
env GUIDE_TIER_FORCE: String = ""
env GUIDE_CACHE_DIR: String = ""
env GUIDE_RAM_GB_4B: Int = "16"
env GUIDE_RAM_GB_1P7B: Int = "8"
env GUIDE_BACKEND: String = "llama-server"
env GUIDE_HOST: String = "127.0.0.1"
env GUIDE_PORT: Int = "8771"
env GUIDE_LLAMA_SERVER_BIN: String = "llama-server"
env GUIDE_NGL: Int = "99"
env GUIDE_CTX: Int = "4096"
}
// Helpers
@@ -133,7 +183,7 @@ fn route_text_health(method: String, path: String, body: String) -> String {
// engram_store_enabled() in el_runtime.c EXACTLY (1 / on / true). Default off
// every persistence path below is byte-for-byte the historical snapshot behavior.
fn store_on() -> Bool {
let v: String = env("ENGRAM_STORE")
let v: String = config("ENGRAM_STORE")
if str_eq(v, "1") { return true }
if str_eq(v, "on") { return true }
if str_eq(v, "true") { return true }
@@ -162,7 +212,6 @@ fn persist_canonical() -> Int {
if store_on() {
return engram_store_checkpoint()
}
let dir_raw: String = env("ENGRAM_DATA_DIR")
let dir: String = engram_resolve_data_dir()
// (2026-08-10 self-review) This returned a hardcoded 1, which made every
// caller's `let saved: Int = persist_canonical()` a dead variable six
@@ -176,7 +225,7 @@ fn persist_canonical() -> Int {
// per-write full-snapshot behavior. When ON, structural mutations append O(1)
// WAL records instead of rewriting the whole graph, with threshold compaction.
fn wal_on() -> Bool {
str_eq(env("ENGRAM_WAL"), "on")
str_eq(config("ENGRAM_WAL"), "on")
}
// autoconnect_on ENGRAM_AUTOCONNECT. Will's rule: "we shouldn't be inserting
@@ -184,7 +233,7 @@ fn wal_on() -> Bool {
// edge (kNN over embeddings) so no content node enters the graph edgeless.
// Default OFF -> byte-identical to prior behavior (node created, no auto edges).
fn autoconnect_on() -> Bool {
let v: String = env("ENGRAM_AUTOCONNECT")
let v: String = config("ENGRAM_AUTOCONNECT")
if str_eq(v, "1") { return true }
if str_eq(v, "on") { return true }
if str_eq(v, "true") { return true }
@@ -197,7 +246,7 @@ fn autoconnect_on() -> Bool {
// separate state-event log tier instead of the node graph. Default OFF -> ISEs
// remain graph nodes exactly as before (with 48h prune).
fn ise_offgraph_on() -> Bool {
let v: String = env("ENGRAM_ISE_OFFGRAPH")
let v: String = config("ENGRAM_ISE_OFFGRAPH")
if str_eq(v, "1") { return true }
if str_eq(v, "on") { return true }
if str_eq(v, "true") { return true }
@@ -247,6 +296,24 @@ fn persist_bulk() -> Int {
return persist_canonical()
}
// COMPILER LANDMINE, measured 2026-08-16 do not inline this back into the
// caller. elc lowers `a == b` to numeric comparison only when both operand
// NAMES are in the per-function int-name set, which `let x: Int` populates.
// That registration does NOT propagate into a nested if-expression block: the
// first cut of the geometry-ingest path wrote `let claimed: Int = ...` and
// `let got: Int = ...` inside the else-arm and `claimed == got` came out of
// codegen as `str_eq(claimed, got)` strcmp on two integers reinterpreted as
// pointers, i.e. a segfault on the first geometry-bearing request. Read back
// out of the generated C, not guessed. Function PARAMETERS annotated `: Int`
// do register reliably (verified: `if (claimed == actual)`), so the comparison
// lives in a function of its own. Note also the explicit `return`s a trailing
// if-EXPRESSION at a function tail emits as a statement and the function
// returns 0 regardless, which is the same probe's second finding.
fn width_agrees(claimed: Int, actual: Int) -> Int {
if claimed == actual { return 1 }
return 0
}
// INCOMPLETE-ROUTE FIX (2026-07-24 self-review): this route silently dropped
// label, importance, tier, and tags engram_node() defaults label to content
// and importance to 0.5, so every node created over HTTP lost its metadata.
@@ -288,6 +355,45 @@ fn route_create_node(method: String, path: String, body: String) -> String {
salience, importance, confidence,
tier, tags
)
// GEOMETRY INGEST geometry-valued end to end (2026-08-16).
//
// The defect this route originally had: it accepted an "emb" field,
// returned 200 with a fresh id, and stored NOTHING, because engram_node_full
// has no vector parameter. The consequence was structural, not cosmetic
// text was the only entry medium, so any non-text modality had to be
// DESCRIBED in prose, and what we then reasoned over was the geometry of the
// description, not of the signal.
//
// #141 fixed the drop but marshalled the vector as a hex STRING through
// engram_node_set_emb, which put text back as the TRANSPORT medium one layer
// below the problem being fixed. This is that correction: hex is decoded
// exactly ONCE, here at the edge, into a first-class Geometry, and every
// step below this line moves geometry rather than text. An encoding at the
// boundary is what an encoding is for.
//
// The WIRE is deliberately unchanged "emb" is still little-endian float32
// hex (8 chars per component), the encoding the perception vessel's
// /voice/embed already emits because production clients speak it. What
// changed is underneath it.
//
// "dim" is now treated as an ASSERTION about the vector the caller sent, not
// as the source of its width: a Geometry carries its own width. A stated dim
// that disagrees is a REJECTED ingest, not a silent reinterpretation. Omitting
// "dim" is fine and means "trust the vector", which is the honest default.
//
// Off-dimension vectors remain stored but not inserted into the resident HNSW
// index (its build loop filters on emb_dim), so a 64-dim voice geometry is
// durable and addressable without perturbing the 768-dim canonical index.
let emb_hex: String = json_get_string(body, "emb")
let emb_set: Int = if str_eq(emb_hex, "") { 0 } else {
let g: Geometry = geometry_from_f32le_hex(emb_hex)
let got: Int = geometry_dim(g)
let dim_raw: String = json_get_raw(body, "dim")
let claimed: Int = if str_eq(dim_raw, "") { got } else { json_get_int(body, "dim") }
let landed: Int = if width_agrees(claimed, got) > 0 { node_attach_geometry(id, g) } else { 0 }
let freed: Int = geometry_free(g)
landed
}
let saved: Int = persist_node(id)
// ORPHAN PREVENTION (ENGRAM_AUTOCONNECT): connect the fresh node to its
// nearest embedded neighbors so it never enters the graph edgeless.
@@ -298,7 +404,11 @@ fn route_create_node(method: String, path: String, body: String) -> String {
if added > 0 { let sv2: Int = persist_edges_since(ec0) }
added
} else { 0 }
"{\"id\":\"" + id + "\",\"content\":\"" + content + "\",\"node_type\":\"" + node_type + "\",\"connected\":" + int_to_str(connected) + "}"
// Report whether the supplied geometry actually landed. The old response
// was success-shaped regardless 200 with an id while the vector was
// discarded which is how the drop went unnoticed. A caller can now
// assert on emb_set instead of trusting the status code.
"{\"id\":\"" + id + "\",\"content\":\"" + content + "\",\"node_type\":\"" + node_type + "\",\"connected\":" + int_to_str(connected) + ",\"emb_set\":" + int_to_str(emb_set) + "}"
}
fn route_get_node(method: String, path: String, body: String) -> String {
@@ -333,7 +443,6 @@ fn route_scan_nodes(method: String, path: String, body: String) -> String {
// process ever booted with a partial/empty store, the first read request
// clobbered the good snapshot. Read routes must never write the canonical path.)
fn route_scan_edges(method: String, path: String, body: String) -> String {
let dir_raw: String = env("ENGRAM_DATA_DIR")
let dir: String = engram_resolve_data_dir()
let snap_path: String = dir + "/.scan-export.json"
engram_save(snap_path)
@@ -494,7 +603,6 @@ fn route_forget(method: String, path: String, body: String) -> String {
fn route_save(method: String, path: String, body: String) -> String {
let p_raw: String = json_get_string(body, "path")
let dir_raw: String = env("ENGRAM_DATA_DIR")
let dir: String = engram_resolve_data_dir()
let p: String = if str_eq(p_raw, "") { dir + "/snapshot.json" } else { p_raw }
// (2026-08-10 self-review) engram_save returns 0 on an empty path and the
@@ -578,7 +686,6 @@ fn route_drift(method: String, path: String, body: String) -> String {
fn route_load(method: String, path: String, body: String) -> String {
let p_raw: String = json_get_string(body, "path")
let dir_raw: String = env("ENGRAM_DATA_DIR")
let dir: String = engram_resolve_data_dir()
let p: String = if str_eq(p_raw, "") { dir + "/snapshot.json" } else { p_raw }
// (2026-08-10 self-review) This was a stub response over the single most
@@ -649,7 +756,6 @@ fn route_embed_backfill(method: String, path: String, body: String) -> String {
// (it skips nodes already present by ID). Auth-exempt: same-host internal call.
// (2026-06-27 self-review: added this route to fix silent 10-min sync failures)
fn route_sync(method: String, path: String, body: String) -> String {
let dir_raw: String = env("ENGRAM_DATA_DIR")
let dir: String = engram_resolve_data_dir()
// 2026-07-21 self-review: export to a scratch path, never the canonical
// snapshot.json read routes must not be able to clobber the good snapshot.
@@ -725,8 +831,12 @@ fn route_reseed_nodes(method: String, path: String, body: String) -> String {
if str_eq(p, "") { return err_json("path is required") }
if str_eq(fs_read(p), "") { return err_json("file missing or empty") }
let dir_raw: String = env("ENGRAM_DATA_DIR")
let dir: String = if str_eq(dir_raw, "") { "/tmp/engram" } else { dir_raw }
// (2026-08-15) This site carried its own "/tmp/engram" fallback, which
// DISAGREED with engram_resolve_data_dir() ($HOME/.neuron/engram, fail-loud).
// The consumer is the pre-destructive backup below, so with ENGRAM_DATA_DIR
// unset the safety copy taken before a reseed landed in an ephemeral /tmp
// while the store it was protecting lived elsewhere. One owner, one answer.
let dir: String = engram_resolve_data_dir()
let backup: String = dir + "/.reseed-backup.json"
let replace_raw: String = json_get_raw(body, "replace")
@@ -818,8 +928,7 @@ fn route_emit_ise(method: String, path: String, body: String) -> String {
sal, imp, conf,
"Episodic", "[\"internal-state\",\"InternalStateEvent\"]"
)
let ret_raw: String = env("ENGRAM_ISE_RETENTION_MS")
let ret_ms: Int = if str_eq(ret_raw, "") { 172800000 } else { str_to_int(ret_raw) }
let ret_ms: Int = str_to_int(config("ENGRAM_ISE_RETENTION_MS"))
let pruned: Int = engram_prune_telemetry(ret_ms)
"{\"ok\":true,\"id\":\"" + id + "\",\"pruned\":" + int_to_str(pruned) + "}"
}
@@ -1068,14 +1177,12 @@ fn route_correspondence_beat(method: String, path: String, body: String) -> Stri
// turns native thinking ON: the response carries reasoning_content (the thinking)
// alongside content (the answer).
fn guide_env_or(key: String, dflt: String) -> String {
let v: String = env(key)
if str_eq(v, "") { return dflt }
return v
}
// (2026-08-15) guide_env_or(key, dflt) lived here. Its whole job was supplying a
// per-call-site default, which is now the program block's job every GUIDE_* knob
// is declared once at the top of this file and read straight through config().
fn guide_enabled() -> Bool {
let v: String = env("GUIDE_ENABLE")
let v: String = config("GUIDE_ENABLE")
if str_eq(v, "1") { return true }
if str_eq(v, "on") { return true }
if str_eq(v, "true") { return true }
@@ -1120,15 +1227,15 @@ fn guide_probe_metal() -> Bool {
// 2. Tier selection (config-driven thresholds, spec-autoselected)
fn guide_threshold_4b() -> Int {
return str_to_int(guide_env_or("GUIDE_RAM_GB_4B", "16"))
return str_to_int(config("GUIDE_RAM_GB_4B"))
}
fn guide_threshold_1p7b() -> Int {
return str_to_int(guide_env_or("GUIDE_RAM_GB_1P7B", "8"))
return str_to_int(config("GUIDE_RAM_GB_1P7B"))
}
// GUIDE_TIER_FORCE overrides the spec autoselect (used to prove cheaply on 0.6b).
fn guide_select_tier(ram_gb: Int) -> String {
let forced: String = env("GUIDE_TIER_FORCE")
let forced: String = config("GUIDE_TIER_FORCE")
if !str_eq(forced, "") { return forced }
if ram_gb >= guide_threshold_4b() { return "4b" }
if ram_gb >= guide_threshold_1p7b() { return "1.7b" }
@@ -1148,8 +1255,10 @@ fn guide_file(tier: String) -> String {
}
fn guide_cache_dir() -> String {
let c: String = env("GUIDE_CACHE_DIR")
let c: String = config("GUIDE_CACHE_DIR")
if !str_eq(c, "") { return c }
// HOME stays a raw env() read: it is the ambient environment, not a knob of
// this program, and it is deliberately absent from the program block.
let home: String = env("HOME")
if !str_eq(home, "") { return home + "/.neuron/guide/models" }
return engram_resolve_data_dir() + "/guide-models"
@@ -1190,9 +1299,9 @@ fn guide_fetch(tier: String) -> Bool {
}
// 4/5. Backend abstraction + BIND as an engageable interlocutor
fn guide_backend() -> String { return guide_env_or("GUIDE_BACKEND", "llama-server") }
fn guide_host() -> String { return guide_env_or("GUIDE_HOST", "127.0.0.1") }
fn guide_port() -> String { return guide_env_or("GUIDE_PORT", "8771") }
fn guide_backend() -> String { return config("GUIDE_BACKEND") }
fn guide_host() -> String { return config("GUIDE_HOST") }
fn guide_port() -> String { return config("GUIDE_PORT") }
fn guide_base_url() -> String { return "http://" + guide_host() + ":" + guide_port() }
// guide_healthy is the guide present and answering? llama-server's /health
@@ -1210,9 +1319,9 @@ fn guide_healthy() -> Bool {
fn guide_load(tier: String) -> Bool {
if guide_healthy() { return true }
let path: String = guide_model_path(tier)
let bin: String = guide_env_or("GUIDE_LLAMA_SERVER_BIN", "llama-server")
let ngl: String = guide_env_or("GUIDE_NGL", "99")
let ctx: String = guide_env_or("GUIDE_CTX", "4096")
let bin: String = config("GUIDE_LLAMA_SERVER_BIN")
let ngl: String = config("GUIDE_NGL")
let ctx: String = config("GUIDE_CTX")
let logf: String = guide_cache_dir() + "/llama-server." + guide_port() + ".log"
let cmd: String = bin + " -m '" + path + "' --host " + guide_host() + " --port " + guide_port() + " -c " + ctx + " -ngl " + ngl + " --jinja >> '" + logf + "' 2>&1"
let pid: String = exec_bg(cmd)
@@ -1608,7 +1717,7 @@ fn route_supersede(method: String, path: String, body: String) -> String {
// Auth
fn check_auth_ok(method: String, body: String) -> Bool {
let key: String = env("ENGRAM_API_KEY")
let key: String = config("ENGRAM_API_KEY")
if str_eq(key, "") { return true }
// Read-only methods don't require auth. Until http_serve surfaces
// request headers we can't accept a Bearer token cleanly; mutating
@@ -1871,8 +1980,7 @@ fn handle_request(method: String, path: String, body: String) -> String {
// Entry
let bind_raw: String = env("ENGRAM_BIND")
let bind_str: String = if str_eq(bind_raw, "") { ":8742" } else { bind_raw }
let bind_str: String = config("ENGRAM_BIND")
let port: Int = parse_port(bind_str)
// On startup, try to load any existing snapshot (best effort).
+107
View File
@@ -0,0 +1,107 @@
#!/usr/bin/env bash
# run_vindex_concurrency_tests.sh — regression harness for the 2026-08-16 soul crash.
#
# Four halves. The SET is the point: it separates two hazards the original two-half
# version conflated, and which have fixes in different files.
#
# 1. single ASan+UBSan, one thread. MUST be clean. Hard failure.
#
# 2. readers TSan, N readers, NO writer. Hazard (a): the visited set used
# to live on the index, so two pure READS stamped each other's
# epoch. Fixed in engram_vindex.c (frame-owned VVisit +
# `const VIndex*` search). MUST be clean. Hard failure.
#
# 3. unsynchronized TSan, writer + reader on a BARE index. Hazard (b): in-place
# HNSW insert rewires existing elements' neighbour lists and
# reallocs elems[]. EXPECTED TO RACE, PERMANENTLY. This is not
# a bug to fix inside engram_vindex.c — it is the executable
# proof that a publication boundary must exist above it.
# Not a failure. If it ever goes CLEAN, the test stopped
# interleaving and half 4 is no longer meaningful either.
#
# 4. published TSan, owner + N readers through a publication boundary
# (rwlock: readers shared, owner exclusive) mirroring
# eg_vindex_view / eg_vindex_maintain in lang/runtime/el_runtime.c.
# MUST be clean, and all inserts must land. Hard failure.
#
# See test_vindex_concurrency.c for the full story (SIGSEGV at ASCII address
# "gramNode", heap corruption in xzm_realloc, etc).
#
# usage: run_vindex_concurrency_tests.sh
set -uo pipefail
HERE="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
RUNTIME="$(cd "$HERE/../../lang/runtime" && pwd)"
WORK="$(mktemp -d)"
trap 'rm -rf "$WORK"' EXIT
SRC="$HERE/test_vindex_concurrency.c"
VINDEX="$RUNTIME/engram_vindex.c"
fail=0
echo "== [1/4] single-threaded control under AddressSanitizer =="
cc -std=c11 -g -O1 -fsanitize=address,undefined -fno-omit-frame-pointer \
-I"$RUNTIME" -o "$WORK/single" "$SRC" "$VINDEX" -lm || { echo "BUILD FAILED"; exit 2; }
if ASAN_OPTIONS=detect_leaks=0 "$WORK/single" single; then
echo " -> OK"
else
echo " -> FAIL: the single-threaded control must always be clean."
echo " If this fails the bug is NOT (only) concurrency — look for a real"
echo " out-of-bounds or lifetime error in engram_vindex.c."
fail=1
fi
cc -std=c11 -g -O1 -fsanitize=thread -fno-omit-frame-pointer \
-I"$RUNTIME" -o "$WORK/conc" "$SRC" "$VINDEX" -lm || { echo "BUILD FAILED"; exit 2; }
# run_tsan <mode> <logfile>; echoes nothing, sets $tsan_raced
run_tsan() {
TSAN_OPTIONS="halt_on_error=0" "$WORK/conc" "$1" >"$2" 2>&1
tsan_rc=$?
if grep -q "ThreadSanitizer: data race" "$2"; then tsan_raced=1; else tsan_raced=0; fi
}
echo
echo "== [2/4] concurrent READERS, no writer (visited-set gate) =="
run_tsan readers "$WORK/readers.log"
if [ "$tsan_raced" = "1" ]; then
echo " -> REGRESSION: two concurrent reads still race."
grep -m1 -A6 "ThreadSanitizer: data race" "$WORK/readers.log" | sed 's/^/ /'
echo " The visited set was supposed to be owned by the call frame."
fail=1
else
echo " -> clean (concurrent reads are safe)"
fi
echo
echo "== [3/4] writer+reader on a BARE index (expected-race probe) =="
run_tsan unsynchronized "$WORK/unsync.log"
if [ "$tsan_raced" = "1" ]; then
echo " -> RACE DETECTED, as expected:"
grep -m1 -A4 "ThreadSanitizer: data race" "$WORK/unsync.log" | sed 's/^/ /'
echo " In-place HNSW insert mutates existing elements. Not fixable inside"
echo " engram_vindex.c — this is why the publication boundary exists."
else
echo " -> NOTE: no race reported. The probe did not interleave; half 4's"
echo " clean result proves less than it should. Investigate."
fi
echo
echo "== [4/4] owner+readers through the publication boundary (boundary gate) =="
run_tsan published "$WORK/pub.log"
if [ "$tsan_raced" = "1" ]; then
echo " -> REGRESSION: the publication boundary did not serialize the owner."
grep -m1 -A6 "ThreadSanitizer: data race" "$WORK/pub.log" | sed 's/^/ /'
fail=1
elif [ "$tsan_rc" != "0" ]; then
echo " -> FAIL: boundary clean under TSan but the run failed:"
tail -3 "$WORK/pub.log" | sed 's/^/ /'
fail=1
else
echo " -> clean (readers project concurrently; the owner's inserts all landed)"
fi
echo
[ "$fail" -eq 0 ] && echo "RESULT: PASS" || echo "RESULT: FAIL"
exit "$fail"
+251
View File
@@ -0,0 +1,251 @@
/* test_vindex_concurrency.c — regression test for the 2026-08-16 soul crash.
*
* WHAT BROKE: the soul daemon crash-looped (5 crashes in ~100s) with SIGSEGV in
* search_layer <- vindex_insert <- eg_vindex_sync, a SIGABRT, and a fault inside
* xzm_realloc's own freelist — i.e. heap corruption. The SIGSEGV address
* 0x65646f4e6d617267 is little-endian ASCII "gramNode": string bytes being
* dereferenced as an Elem vector pointer.
*
* ROOT CAUSE: VIndex owns its traversal scratch (visited[] + visit_epoch), and
* search_layer mutates it via visited_reset(). So the index is unsafe for ANY
* concurrent use — including two concurrent READS. soul.el starts http_serve_async
* (a thread per connection) and then runs awareness_run() on the main thread, which
* reaches the same global index through engram_activate; nothing serialized them.
*
* Neither hnswlib nor FAISS puts the visited set on the index: hnswlib checks one
* out of a VisitedListPool per query, FAISS uses a thread_local VisitedTable.
*
* THE ORIGINAL `concurrent` HALF CONFLATED TWO DISTINCT HAZARDS (2026-08-16). It ran
* a writer against a reader on one bare index, so it could not tell apart:
*
* (a) READ/READ corruption — two searches stamping each other's visited epoch.
* A defect INSIDE engram_vindex.c, fixable there, and now fixed: the visited
* set moved to the call frame and vindex_search takes a `const VIndex*`.
*
* (b) WRITE/READ corruption — vindex_insert rewires the neighbour lists of
* EXISTING elements and reallocs elems[], so an insert is a mutation of the
* whole structure. This is NOT fixable inside engram_vindex.c at any price:
* it is inherent to in-place HNSW. It requires a publication boundary ABOVE
* the data structure (el_runtime.c: eg_vindex_view / eg_vindex_maintain).
*
* Conflating them made the suite unfailable-then-unpassable: fixing (a) left (b)
* still racing, which reads as "the fix did not work" when in fact a different,
* correctly-located fix is what (b) needs. So the halves are now separate:
*
* single N clustered vectors, ONE thread, ASan. The CONTROL. Must always
* be clean. When this passes and a concurrent half fails, the defect
* is concurrency, not an out-of-bounds/logic error in the graph code.
* (On 2026-08-16 this control cleared all 13,820 real dim-768 store
* vectors under ASan, which DISPROVED an inspection-derived hypothesis
* about an out-of-bounds reverse-link write at engram_vindex.c:340.)
*
* readers N reader threads, NO writer, one shared index, TSan. This is
* hazard (a) in isolation. It RACED before the visited set moved off
* the index struct and must be CLEAN now. Hard gate.
*
* unsynchronized writer + reader on a bare index, TSan. Hazard (b) in isolation.
* EXPECTED TO RACE, permanently — it is the executable proof that
* the index cannot be made safe from the inside, and therefore that
* the publication boundary in el_runtime.c has to exist. If this
* ever goes clean, the test stopped interleaving; do not celebrate.
*
* published writer + readers through a publication boundary that mirrors
* eg_vindex_view / eg_vindex_maintain (rwlock: readers shared,
* the single owner exclusive), TSan. Must be CLEAN. Hard gate.
* This is what proves the shape of the runtime fix, in the same
* process, rather than asserting it.
*
* Absence of a crash does NOT mean absence of a race — always read the sanitizer
* verdict, never just the exit code.
*
* Build/run: engram/test/run_vindex_concurrency_tests.sh
*/
#include "engram_vindex.h"
#include <pthread.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <stdint.h>
#define DIM 128
#define NVEC 3000
#define SEED_N 50
static VIndex* g_ix;
static float* g_vecs;
/* Deterministic filler. Real embeddings are strongly correlated, not uniform noise;
* clustering keeps many candidates near-equidistant, which exercises the diversity
* heuristic and the visited set far harder than random vectors do. */
static void fill_vectors(void) {
g_vecs = (float*)malloc((size_t)NVEC * DIM * sizeof(float));
if (!g_vecs) { fprintf(stderr, "OOM\n"); exit(1); }
for (int i = 0; i < NVEC; i++) {
int cluster = i % 8;
for (int d = 0; d < DIM; d++)
g_vecs[(size_t)i * DIM + d] =
(float)(((d + cluster * 7) % 13) / 13.0) +
(float)(((i * 2654435761u + (unsigned)d) % 97) / 9700.0);
}
}
static void* writer_fn(void* arg) {
(void)arg;
for (int i = SEED_N; i < NVEC; i++)
(void)vindex_insert(g_ix, (uint64_t)i, g_vecs + (size_t)i * DIM);
return NULL;
}
static void* reader_fn(void* arg) {
(void)arg;
uint64_t ids[8]; float ds[8];
for (int i = 0; i < 20000; i++)
(void)vindex_search(g_ix, g_vecs + (size_t)(i % NVEC) * DIM, 8, 0, ids, ds);
return NULL;
}
static int run_single(void) {
printf("[single] inserting %d vectors on one thread (ASan control)\n", NVEC);
g_ix = vindex_create(DIM, 0, 0);
if (!g_ix) { fprintf(stderr, "[single] vindex_create failed\n"); return 1; }
for (int i = 0; i < NVEC; i++) {
if (vindex_insert(g_ix, (uint64_t)i, g_vecs + (size_t)i * DIM) != 0) {
fprintf(stderr, "[single] insert %d failed\n", i); return 1;
}
}
if (vindex_size(g_ix) != (size_t)NVEC) {
fprintf(stderr, "[single] size %zu != %d\n", vindex_size(g_ix), NVEC); return 1;
}
uint64_t ids[16]; float ds[16];
for (int q = 0; q < 200; q++) {
int k = vindex_search(g_ix, g_vecs + (size_t)((q * 7) % NVEC) * DIM, 16, 0, ids, ds);
if (k < 0) { fprintf(stderr, "[single] search failed at q=%d\n", q); return 1; }
}
vindex_free(g_ix); g_ix = NULL;
printf("[single] PASS — no memory error (this must ALWAYS pass)\n");
return 0;
}
/* Hazard (b) in isolation: writer + reader on a BARE index, no boundary. */
static int run_unsynchronized(void) {
printf("[unsynchronized] 1 writer + 1 reader on a BARE index (TSan probe)\n");
printf("[unsynchronized] a race here is EXPECTED and PERMANENT — in-place HNSW\n");
printf("[unsynchronized] insert rewires existing elements. This is the proof that\n");
printf("[unsynchronized] the publication boundary must live ABOVE engram_vindex.c.\n");
g_ix = vindex_create(DIM, 0, 0);
if (!g_ix) { fprintf(stderr, "[unsynchronized] vindex_create failed\n"); return 1; }
for (int i = 0; i < SEED_N; i++)
(void)vindex_insert(g_ix, (uint64_t)i, g_vecs + (size_t)i * DIM);
pthread_t w, r;
if (pthread_create(&w, NULL, writer_fn, NULL) ||
pthread_create(&r, NULL, reader_fn, NULL)) {
fprintf(stderr, "[unsynchronized] pthread_create failed\n"); return 1;
}
pthread_join(w, NULL);
pthread_join(r, NULL);
vindex_free(g_ix); g_ix = NULL;
printf("[unsynchronized] completed — CHECK THE SANITIZER VERDICT, not this line.\n");
return 0;
}
/* ── hazard (a) in isolation: concurrent READS only ───────────────────────────
* This is what the frame-owned visited set fixes. Before that change, two
* vindex_search calls on one index wrote each other's epoch stamp; TSan reported
* the race at visited_reset and the traversal then walked bogus element indices. */
#define NREADERS 4
static int run_readers(void) {
printf("[readers] %d concurrent readers, NO writer, one shared index (TSan)\n", NREADERS);
printf("[readers] this is the visited-set regression gate — must be CLEAN.\n");
g_ix = vindex_create(DIM, 0, 0);
if (!g_ix) { fprintf(stderr, "[readers] vindex_create failed\n"); return 1; }
for (int i = 0; i < NVEC; i++)
(void)vindex_insert(g_ix, (uint64_t)i, g_vecs + (size_t)i * DIM);
pthread_t t[NREADERS];
for (int i = 0; i < NREADERS; i++)
if (pthread_create(&t[i], NULL, reader_fn, NULL)) {
fprintf(stderr, "[readers] pthread_create failed\n"); return 1;
}
for (int i = 0; i < NREADERS; i++) pthread_join(t[i], NULL);
vindex_free(g_ix); g_ix = NULL;
printf("[readers] completed — CHECK THE SANITIZER VERDICT, not this line.\n");
return 0;
}
/* ── the publication boundary, mirroring el_runtime.c ─────────────────────────
* Readers take the boundary SHARED and hold it across the whole search; the one
* owner takes it EXCLUSIVE to extend. Same shape as eg_vindex_view /
* eg_vindex_maintain. Note the reader's index pointer is `const VIndex*` — the
* compiler, not this comment, is what stops a reader inserting. */
static pthread_rwlock_t g_pub = PTHREAD_RWLOCK_INITIALIZER;
static void* pub_writer_fn(void* arg) {
(void)arg;
for (int i = SEED_N; i < NVEC; i++) {
pthread_rwlock_wrlock(&g_pub);
(void)vindex_insert(g_ix, (uint64_t)i, g_vecs + (size_t)i * DIM);
pthread_rwlock_unlock(&g_pub);
}
return NULL;
}
static void* pub_reader_fn(void* arg) {
(void)arg;
uint64_t ids[8]; float ds[8];
for (int i = 0; i < 5000; i++) {
pthread_rwlock_rdlock(&g_pub);
const VIndex* view = g_ix; /* immutable view */
(void)vindex_search(view, g_vecs + (size_t)(i % NVEC) * DIM, 8, 0, ids, ds);
pthread_rwlock_unlock(&g_pub);
}
return NULL;
}
static int run_published(void) {
printf("[published] 1 owner + %d readers through a publication boundary (TSan)\n", NREADERS);
printf("[published] this is the eg_vindex_view/eg_vindex_maintain gate — must be CLEAN.\n");
g_ix = vindex_create(DIM, 0, 0);
if (!g_ix) { fprintf(stderr, "[published] vindex_create failed\n"); return 1; }
for (int i = 0; i < SEED_N; i++)
(void)vindex_insert(g_ix, (uint64_t)i, g_vecs + (size_t)i * DIM);
pthread_t w, r[NREADERS];
if (pthread_create(&w, NULL, pub_writer_fn, NULL)) {
fprintf(stderr, "[published] pthread_create failed\n"); return 1;
}
for (int i = 0; i < NREADERS; i++)
if (pthread_create(&r[i], NULL, pub_reader_fn, NULL)) {
fprintf(stderr, "[published] pthread_create failed\n"); return 1;
}
pthread_join(w, NULL);
for (int i = 0; i < NREADERS; i++) pthread_join(r[i], NULL);
if (vindex_size(g_ix) != (size_t)NVEC) {
fprintf(stderr, "[published] size %zu != %d — the owner lost inserts\n",
vindex_size(g_ix), NVEC);
vindex_free(g_ix); g_ix = NULL; return 1;
}
vindex_free(g_ix); g_ix = NULL;
printf("[published] all %d inserts landed; CHECK THE SANITIZER VERDICT too.\n", NVEC);
return 0;
}
int main(int argc, char** argv) {
const char* mode = (argc > 1) ? argv[1] : "single";
fill_vectors();
int rc;
if (!strcmp(mode, "single")) rc = run_single();
else if (!strcmp(mode, "readers")) rc = run_readers();
else if (!strcmp(mode, "unsynchronized")) rc = run_unsynchronized();
else if (!strcmp(mode, "published")) rc = run_published();
/* back-compat: the pre-split name meant the bare writer+reader probe. */
else if (!strcmp(mode, "concurrent")) rc = run_unsynchronized();
else {
fprintf(stderr, "usage: %s [single|readers|unsynchronized|published]\n", argv[0]);
rc = 2;
}
free(g_vecs);
return rc;
}
+27 -12
View File
@@ -13,7 +13,7 @@
// relations add edges. Every node enters with PROVENANCE + grounding-level
// + stewardship class from the moment of entry.
//
// transduce() is THE single mechanism one function, polymorphic, with no
// transduce_manifold() is THE single mechanism one function, polymorphic, with no
// content-type branch inside it. It does not ask whether a payload is
// prose, structured data, or raw/opaque bytes (audio, or anything else);
// it runs one boundary-scan-with-fixed-window-fallback chunking algorithm
@@ -401,10 +401,25 @@ fn head80(s: String) -> String {
// truncates at the first embedded NUL, which is routine in real binary
// bytes) is a MECHANICAL fidelity concern that belongs to whatever produced
// `source` (see ingest_file's file_source_string below) not a
// content-type judgment made in here. transduce() never learns whether a
// content-type judgment made in here. transduce_manifold() never learns whether a
// chunk is plain text or a base64-encoded raw-byte window; every chunk is
// handled identically either way.
fn transduce(nodes: [String], edges: [String], source: String,
// RENAMED transduce -> transduce_manifold (2026-08-16). Two reasons, and the
// first is not the interesting one:
//
// 1. Mechanical: `transduce` is now a LANGUAGE primitive in el_runtime.h
// (transduce(signal, modality) -> Geometry). Every El `fn name(...)`
// compiles to a global C symbol with that exact name, so keeping this
// name here is a hard `conflicting types for 'transduce'` compile error
// the moment ingest.c links el_runtime.c. Measured, not anticipated.
//
// 2. Actual: this function was never signal->geometry. It chunks already-
// extracted content and PACKS it into a node+edge manifold a real
// operation, but one layer up, and it had taken the name that belongs to
// the primitive underneath it. `transduce` is where a signal becomes
// geometry; `transduce_manifold` is where extracted content becomes
// structure. Nothing about this function's behaviour changed.
fn transduce_manifold(nodes: [String], edges: [String], source: String,
prov: String, ground: String, steward: String,
root_lid: String, root_title: String) -> [String] {
let tagbase: String = "prov:" + prov + " ground:" + ground + " steward:" + steward
@@ -531,8 +546,8 @@ fn default_steward() -> String {
// trustworthy verbatim. When they don't (silent truncation happened),
// rebuild the payload as base64-encoded fixed-size windows read directly
// off disk (fs_read_b64_chunk binary-safe in C), joined with the same
// "\n\n" boundary marker transduce()'s generic scan already looks for, so
// transduce() sees one ordinary boundary-delimited payload and runs its one
// "\n\n" boundary marker transduce_manifold()'s generic scan already looks for, so
// transduce_manifold() sees one ordinary boundary-delimited payload and runs its one
// algorithm on it exactly as it would on prose it never learns that a
// fidelity problem occurred upstream, let alone why.
fn file_source_string(path: String, text: String, real_size: Int) -> String {
@@ -541,7 +556,7 @@ fn file_source_string(path: String, text: String, real_size: Int) -> String {
// 3072 raw bytes -> 4096 base64 chars (3 divides evenly into base64's
// 3-byte/4-char ratio); keeps each resulting node's content a clean,
// bounded, low-kilobytes unit, same order of magnitude as the fixed
// fallback window in transduce() itself.
// fallback window in transduce_manifold() itself.
let win: Int = 3072
let out: String = ""
let off: Int = 0
@@ -561,7 +576,7 @@ fn file_source_string(path: String, text: String, real_size: Int) -> String {
}
// ingest one file -> report JSON. Uniform for every file regardless of
// extension or content transduce() decides nothing about content-type, so
// extension or content transduce_manifold() decides nothing about content-type, so
// neither does this function; it only decides whether the raw bytes made it
// through the read intact (file_source_string), which is a fidelity
// question, not a format one.
@@ -573,14 +588,14 @@ fn ingest_file(path: String) -> String {
return "{\"error\":\"empty or unreadable\",\"path\":" + j_q(path) + "}"
}
let prov: String = "file:" + path
let packed: [String] = transduce(el_list_empty(), el_list_empty(),
let packed: [String] = transduce_manifold(el_list_empty(), el_list_empty(),
source, prov, default_ground(), default_steward(),
"doc:" + basename(path), basename(path))
return merge_packed(packed)
}
// ingest a directory: walk one level, ingest every file found, aggregate.
// No extension filter transduce() handles any payload uniformly now, so
// No extension filter transduce_manifold() handles any payload uniformly now, so
// there is no content-type gate at the directory boundary either.
fn ingest_dir(path: String) -> String {
let entries: [String] = fs_list(path)
@@ -615,7 +630,7 @@ fn ingest_dir(path: String) -> String {
fn ingest_url(url: String) -> String {
let body: String = http_get(url)
if str_eq(body, "") { return "{\"error\":\"empty fetch\",\"url\":" + j_q(url) + "}" }
let packed: [String] = transduce(el_list_empty(), el_list_empty(),
let packed: [String] = transduce_manifold(el_list_empty(), el_list_empty(),
body, "url:" + url, "extracted", "public-web",
"url:" + url, url)
return merge_packed(packed)
@@ -630,7 +645,7 @@ fn ingest_llm(query: String) -> String {
let resp: String = http_post_json("http://127.0.0.1:11434/api/generate", body)
let answer: String = json_get_string(resp, "response")
if str_eq(answer, "") { return "{\"error\":\"no model response\"}" }
let packed: [String] = transduce(el_list_empty(), el_list_empty(),
let packed: [String] = transduce_manifold(el_list_empty(), el_list_empty(),
answer, "llm:" + model + ":" + query, "candidate-provisional", "guide-provisional",
"llm:" + query, "guide answer: " + query)
return merge_packed(packed)
@@ -682,7 +697,7 @@ fn ingest_stream(path: String) -> String {
// It is NOT a content-type flag: it says nothing about what's inside the
// bytes once fetched, and none of the five ingest_* functions it selects
// among interpret their payload differently by content shape anymore
// they all hand off to the single, format-agnostic transduce(). The old
// they all hand off to the single, format-agnostic transduce_manifold(). The old
// "structured" value (a caller-declared alias for "file", used only to hint
// the now-removed JSON-vs-prose branch) is gone along with that branch.
let kind: String = env("INGEST_KIND")
BIN
View File
Binary file not shown.
+119 -6
View File
@@ -862,10 +862,23 @@ fn cg_expr(expr: Map<String, Any>) -> String {
// arithmetic BinOp (or vice-versa). Without this check the
// fallthrough to str_eq produces str_eq(int_value, int_value)
// which reads the integer as a char* and segfaults.
// EITHER side provably Int is enough. Requiring BOTH meant a call
// whose return type codegen cannot infer poisoned the operator:
// getint(5) == a -> str_eq(getint(5), a)
// even with `a` declared Int. str_eq then reads an integer as a
// char* and segfaults. Only an integer LITERAL on one side forced
// the numeric form, so the bug was invisible in the common case.
//
// Loosening to OR is strictly safer: when one side is a known Int,
// str_eq is always wrong (it dereferences that int), while numeric
// comparison is at worst a wrong answer on an already ill-typed
// program. When neither side is Int nothing changes, so string
// comparison is untouched.
if is_int_expr(left) {
if is_int_expr(right) {
return "(" + left_c + " == " + right_c + ")"
}
return "(" + left_c + " == " + right_c + ")"
}
if is_int_expr(right) {
return "(" + left_c + " == " + right_c + ")"
}
// Float literal or negative float literal: use plain == (bit-equal
// el_val_t comparison). This handles `r0 == 3.0`, `neg == -3.0`, etc.
@@ -921,10 +934,12 @@ fn cg_expr(expr: Map<String, Any>) -> String {
}
// Same mixed Ident/BinOp fix as EqEq: use is_int_expr to detect
// integer-typed operands before falling through to !str_eq.
// Either side Int is enough see the EqEq note above.
if is_int_expr(left) {
if is_int_expr(right) {
return "(" + left_c + " != " + right_c + ")"
}
return "(" + left_c + " != " + right_c + ")"
}
if is_int_expr(right) {
return "(" + left_c + " != " + right_c + ")"
}
// Float-typed operands use plain != (bit-equal comparison).
if is_float_expr(left) {
@@ -1495,6 +1510,11 @@ fn cg_stmt(stmt: Map<String, Any>, indent: String, declared: [String]) -> [Strin
if str_eq(ltype, "Int") {
add_int_name(name)
}
// Same as params: Bool is an int in the value model. Without this a
// `let ok: Bool = ...` compared to another Bool lowered to str_eq.
if str_eq(ltype, "Bool") {
add_int_name(name)
}
if str_eq(ltype, "Float") {
add_float_name(name)
}
@@ -2887,6 +2907,7 @@ fn builtin_arity(name: String) -> Int {
if str_eq(name, "el_alloc_count") { return 0 }
if str_eq(name, "el_alloc_bytes") { return 0 }
if str_eq(name, "el_peak_rss") { return 0 }
if str_eq(name, "el_black_box") { return 1 }
if str_eq(name, "engram_neighbors_json") { return 3 }
if str_eq(name, "engram_activate_json") { return 2 }
if str_eq(name, "engram_stats_json") { return 0 }
@@ -3112,6 +3133,15 @@ fn build_int_names_for_params(params: [Map<String, Any>]) -> Bool {
if str_eq(ptype, "Int") {
add_int_name(pname)
}
// Bool is an integer in the value model (type_to_c maps Bool -> "int";
// el_runtime.h: "Bool -> el_val_t (0 = false, nonzero = true)"), but
// Bool names were registered nowhere. So `cond == want` between two
// Bool params fell through to str_eq and dereferenced 0 or 1 as a
// char* an immediate segfault. Track them as int-like, which is what
// they are.
if str_eq(ptype, "Bool") {
add_int_name(pname)
}
if str_eq(ptype, "Float") {
add_float_name(pname)
}
@@ -3235,6 +3265,7 @@ fn is_top_level_decl(stmt: Map<String, Any>) -> Bool {
if kind == "EnumDef" { return true }
if kind == "Import" { return true }
if kind == "CgiBlock" { return true }
if kind == "ProgramBlock" { return true }
if kind == "ExternFn" { return true }
false
}
@@ -3247,6 +3278,55 @@ fn cgi_arg(value: String, has_value: Bool) -> String {
return "EL_NULL"
}
// -- Program block: cross-cutting concerns injected at the process boundary ----
//
// emit_program_init emit the `static void __el_program_init(void)` that
// carries a program's declared cross-cutting concerns. Called from main()
// BEFORE any user statement runs, so the guarantees hold for the whole process
// rather than depending on each call site remembering to ask for them.
//
// This is emitted at the point the `program` block is encountered, not buffered
// until main(). The streaming backend emits in source order and cannot hold a
// declaration's entry list alive until main(); emitting a named function here
// and calling it from main() means only a single bool has to survive.
//
// Order matters and is deliberate:
// 1. singleton FIRST if another instance already holds the lock, refuse and
// exit before touching configuration, ports, or any data directory.
// 2. config declarations resolve env-or-default, one declaration per entry.
// 3. validate LAST report EVERY missing/ill-typed entry at once, then exit.
fn el_bool_arg(b: Bool) -> String {
if b { return "EL_INT(1)" }
return "EL_INT(0)"
}
fn emit_program_init(stmt: Map<String, Any>) -> Void {
let pname: String = stmt["name"]
emit_line("static void __el_program_init(void) {")
let has_singleton: Bool = stmt["has_singleton"]
if has_singleton {
let sid: String = stmt["singleton"]
emit_line(" el_singleton_acquire(EL_STR(" + c_str_lit(sid) + "));")
}
let entries = stmt["entries"]
let n: Int = native_list_len(entries)
let i = 0
while i < n {
let e = native_list_get(entries, i)
let ename: String = e["name"]
let etype: String = e["etype"]
let edefault: String = e["default"]
let has_default: Bool = e["has_default"]
let erequired: Bool = e["required"]
let arg_def: String = cgi_arg(edefault, has_default)
emit_line(" el_config_declare(EL_STR(" + c_str_lit(ename) + "), EL_STR(" + c_str_lit(etype) + "), " + arg_def + ", " + el_bool_arg(has_default) + ", " + el_bool_arg(erequired) + ");")
let i = i + 1
}
emit_line(" el_config_validate(EL_STR(" + c_str_lit(pname) + "));")
emit_line("}")
emit_blank()
}
// -- VBD role enforcement ------------------------------------------------------
//
// Scan a function body for direct calls to DHARMA-restricted builtins
@@ -3569,6 +3649,20 @@ fn codegen(stmts: [Map<String, Any>], source: String) -> String {
}
}
// Program block: emit the cross-cutting init function before the user's
// functions so main() can call it (see emit_program_init).
let prog_have: Bool = false
let i = 0
while i < n {
let stmt = native_list_get(stmts, i)
let sk4: String = stmt["stmt"]
if str_eq(sk4, "ProgramBlock") {
emit_program_init(stmt)
let prog_have = true
}
let i = i + 1
}
// Function definitions
let i = 0
while i < n {
@@ -3587,6 +3681,9 @@ fn codegen(stmts: [Map<String, Any>], source: String) -> String {
// with the C-side parameters when fn main()'s body is folded in below.
emit_line("int main(int _argc, char** _argv) {")
emit_line(" el_runtime_init_args(_argc, _argv);")
if prog_have {
emit_line(" __el_program_init();")
}
if cgi_count >= 1 {
let cname: String = cgi_block["name"]
let cdid: String = cgi_block["dharma_id"]
@@ -4180,6 +4277,7 @@ fn codegen_streaming(tokens: [Any], sigs: [Map<String, Any>], source: String) ->
// Fix: copy the values out BEFORE the release (strings, so no dangling reference)
// and emit from these. No search, so the failure mode is removed rather than moved.
let cgi_have: Bool = false
let prog_have: Bool = false
let cgi_name_v: String = ""
let cgi_did_v: String = ""
let cgi_prin_v: String = ""
@@ -4301,6 +4399,14 @@ fn codegen_streaming(tokens: [Any], sigs: [Map<String, Any>], source: String) ->
// These are no-ops in codegen (forward decls already emitted)
// except a CgiBlock, whose declared identity must survive
// this release to be emitted as a compiled constant.
// A ProgramBlock's cross-cutting declarations are
// emitted HERE, as a named init function, because the
// streaming backend cannot hold the entry list alive
// until main(). Only the bool survives.
if str_eq(sk, "ProgramBlock") {
emit_program_init(stmt)
let prog_have = true
}
if str_eq(sk, "CgiBlock") {
let cgi_have = true
let cgi_name_v = stmt["name"]
@@ -4447,6 +4553,13 @@ fn codegen_streaming(tokens: [Any], sigs: [Map<String, Any>], source: String) ->
let kind2: String = state_get("__program_kind")
emit_line("int main(int _argc, char** _argv) {")
emit_line(" el_runtime_init_args(_argc, _argv);")
// Cross-cutting concerns declared by a `program` block run BEFORE anything
// else a singleton violation must refuse the start before this process
// touches a port or a data directory, and configuration must be validated
// before the first read of it rather than at each read site.
if prog_have {
emit_line(" __el_program_init();")
}
// cgi init if needed
let ns2: Int = native_list_len(sigs)
+16
View File
@@ -419,6 +419,22 @@ fn resolve_imports(src_path: String) -> String {
if !str_eq(already, "") { return "" }
state_set(seen_key, "1")
// A missing file must be a hard error, never an empty string.
//
// fs_read returns "" both for "file is empty" and "file does not exist", and
// this function used the value without distinguishing them. So a broken
// import path a typo, a moved file, a relative path resolved from the
// wrong working directory compiled CLEANLY: exit 0, empty stderr, and a
// program silently missing everything it imported. Observed 2026-08-15:
// eleven consecutive "successful" compiles that had included no runtime at
// all, and a wrong conclusion drawn from them before anyone noticed.
//
// Missing dependency, confident success. fs_exists separates the two cases,
// so a genuinely empty file still resolves to "" and is fine.
if !fs_exists(src_path) {
println("elc: cannot resolve import: " + src_path)
exit_program(1)
}
let source: String = fs_read(src_path)
let dir: String = dirname_of(src_path)
let lines: [String] = str_split(source, "\n")
+1
View File
@@ -184,6 +184,7 @@ fn keyword_kind(word: String) -> String {
if word == "false" { return "Bool" }
if word == "cgi" { return "Cgi" }
if word == "service" { return "Service" }
if word == "program" { return "Program" }
if word == "manager" { return "Manager" }
if word == "engine" { return "Engine" }
if word == "accessor" { return "Accessor" }
+124 -1
View File
@@ -1967,6 +1967,113 @@ fn parse_stmt(tokens: [Any], pos: Int) -> Map<String, Any> {
}, p)
}
// program block: program "name" { singleton: "id", env NAME: Type = "default", ... }
//
// The program block is El's declaration surface for CROSS-CUTTING CONCERNS
// properties of the whole process rather than of any one function, which
// otherwise degrade into "remember to call this at every site" conventions.
//
// singleton: "id" process identity. The runtime takes an exclusive
// lock at startup; a SECOND start is refused, loudly,
// instead of two processes sharing one data dir.
// env NAME: T = "d" one configuration entry. Its type and its default
// are declared ONCE, here, and resolved+validated
// before main() body runs.
// env NAME: T required
// no default; the program refuses to start unless the
// variable is set.
//
// Both compile into calls injected at the head of main() the same boundary
// seam `cgi` already uses (codegen.el emit_program_init). No call site in the
// program body has to remember anything, which is the whole point.
if k == "Program" {
let p = pos + 1
let name = tok_value(tokens, p)
let p = p + 1
let p = expect(tokens, p, "LBrace")
let singleton = ""
let has_singleton = false
let entries = native_list_empty()
// Entry-scratch declared at loop-body level (not inside the branch) so
// that inner `let` forms compile to assignment rather than a C-scoped
// redeclaration the same idiom the service block above relies on.
let ename = ""
let etype = ""
let edefault = ""
let has_default = false
let erequired = false
let fname = ""
let fval = ""
let running = true
while running {
let k2 = tok_kind(tokens, p)
if k2 == "RBrace" {
let running = false
} else {
if k2 == "Eof" {
let running = false
} else {
let fname = tok_value(tokens, p)
let p = p + 1
if str_eq(fname, "env") {
// env NAME: Type [= "default"] [required]
let ename = tok_value(tokens, p)
let p = p + 1
let p = expect(tokens, p, "Colon")
let etype = tok_value(tokens, p)
let p = p + 1
let edefault = ""
let has_default = false
let erequired = false
let k3 = tok_kind(tokens, p)
if str_eq(k3, "Eq") {
let p = p + 1
let edefault = tok_value(tokens, p)
let has_default = true
let p = p + 1
}
let k4 = tok_kind(tokens, p)
if str_eq(k4, "Ident") {
let w = tok_value(tokens, p)
if str_eq(w, "required") {
let erequired = true
let p = p + 1
}
}
let entries = native_list_append(entries, {
"name": ename,
"etype": etype,
"default": edefault,
"has_default": has_default,
"required": erequired
})
} else {
// scalar field: `name: "value"`
let p = expect(tokens, p, "Colon")
let fval = tok_value(tokens, p)
let p = p + 1
if str_eq(fname, "singleton") {
let singleton = fval
let has_singleton = true
}
}
let k5 = tok_kind(tokens, p)
if k5 == "Comma" {
let p = p + 1
}
}
}
}
let p = expect(tokens, p, "RBrace")
return make_result({
"stmt": "ProgramBlock",
"name": name,
"singleton": singleton,
"has_singleton": has_singleton,
"entries": entries
}, p)
}
// assert <cond_expr> [ , <msg_expr> ]
// The message is optional if the next token after the condition is not a
// Comma, emit an empty string placeholder so the test still works.
@@ -2419,6 +2526,7 @@ fn scan_params_c(tokens: [Any], pos: Int) -> Map<String, Any> {
// toplevel_let: { "kind": "toplevel_let", "name": String, "ltype": String }
// cgi_block: { "kind": "cgi_block", "name": String }
// service_block: { "kind": "service_block", "name": String }
// program_block: { "kind": "program_block", "name": String }
//
// Import/TypeDef/EnumDef nodes are skipped (codegen treats them as no-ops).
//
@@ -2546,13 +2654,28 @@ fn scan_fn_sigs(tokens: [Any]) -> [Map<String, Any>] {
"name": name
})
let pos = p
} else {
// --- program block ---
if str_eq(k, "Program") {
let p: Int = pos + 1
let name: String = tok_value(tokens, p)
let p = p + 1
let k2: String = tok_kind(tokens, p)
if str_eq(k2, "LBrace") {
let p = skip_to_rbrace(tokens, p)
}
let sigs = native_list_append(sigs, {
"kind": "program_block",
"name": name
})
let pos = p
} else {
// Import, Type, Enum, From, or any other token.
// Skip ahead to the next statement boundary.
let p: Int = pos + 1
let p = skip_expr_to_stmt_boundary(tokens, p)
let pos = p
}}}}}
}}}}}}
}
}
}
+213
View File
@@ -0,0 +1,213 @@
// transduce.el geometry as a first-class El value, and a realizer written
// in El. Runnable: this is the worked example for the transduce surface, and
// it doubles as an executable proof because it checks every claim it makes.
//
// elc lang/examples/transduce.el > transduce.c
// cc -std=c11 -O2 -I lang/runtime -o transduce transduce.c \
// lang/runtime/el_runtime.c lang/runtime/el_seed.c \
// lang/runtime/engram_*.c -lcurl -lpthread -lm
// ./transduce # exits 0 only if every check passes
//
// (A `test "..."` form of the same checks lives in
// lang/tests/native/test_transduce.el, for when the native harness is
// repaired the shipped elc currently emits calls to __el_reg_count and
// friends without emitting their definitions, which breaks every native test
// equally, test_math.el included. Verified 2026-08-16, unrelated to this work.)
//
// WHY THIS EXISTS. Until 2026-08-16 no El ingest path could carry a vector:
// nodes took text, and geometry was DERIVED from that text. Text was the
// mandatory entry medium, so any non-text modality had to be DESCRIBED in
// prose first and the geometry we reasoned over was the geometry OF THE
// DESCRIPTION, not of the signal. Two things fix that, and both are shown
// below: geometry is a VALUE that carries its own width, and a REALIZER is an
// ordinary El function so admitting a new modality never requires a runtime
// patch.
//
// COMPARISON DISCIPLINE (measured, not stylistic): elc lowers `a == b`
// numerically only when both operand NAMES are in the per-function int-name
// set that `let x: Int` populates. A bare `f(x) == 0` is not a registered
// name and lowers to str_eq strcmp on two integers as pointers. `<` and `>`
// lower directly with no inference, so truthiness is written `> 0` / `< 1`.
// A realizer, written entirely in El
// Not in the runtime. Not known to the compiler. Registered by NAME and
// dispatched to through transduce(). That is the whole claim.
fn tone_realizer(signal: String) -> Geometry {
let g: Geometry = geometry_new(4)
let n: Int = str_len(signal)
let a: Int = geometry_set(g, 0, int_to_float(n))
let b: Int = geometry_set(g, 1, int_to_float(n * 2))
let c: Int = geometry_set(g, 2, int_to_float(n * 3))
let d: Int = geometry_set(g, 3, int_to_float(n * 4))
g
}
// A second modality, to show the registry keys on modality rather than just
// returning whatever was registered last.
fn pulse_realizer(signal: String) -> Geometry {
let g: Geometry = geometry_new(2)
let a: Int = geometry_set(g, 0, 1.0)
let b: Int = geometry_set(g, 1, 0.0)
g
}
// A deliberately BROKEN realizer: returns something that is not a Geometry.
fn bogus_realizer(signal: String) -> Geometry {
return 12345
}
// Fails FAST rather than accumulating a count, for a measured reason: a first
// cut wrote `let fails: Int = fails + check(...)` and `+` lowered to STRING
// CONCAT, because elc dispatches `+` on whether both operands are known-Int and
// a user-defined fn call is not so the counter printed 4343632752, a pointer.
// Nothing was wrong with the checks; the tally was lying. Exiting at the first
// failure needs no arithmetic at all, so there is nothing left to get wrong.
fn check(ok: Int, label: String) -> Int {
if ok > 0 {
println(" ok " + label)
return 0
}
println(" FAIL " + label)
exit(1)
return 1
}
fn near(a: Float, b: Float) -> Int {
let d: Float = a - b
if d > 0.001 { return 0 }
if d < -0.001 { return 0 }
return 1
}
fn eq_int(a: Int, b: Int) -> Int {
if a == b { return 1 }
return 0
}
fn main() -> Void {
println("geometry is a value that carries its own width")
let g8: Geometry = geometry_new(8)
let _c: Int = check(geometry_is(g8), "geometry_new returns a live Geometry")
let d8: Int = geometry_dim(g8)
let _c: Int = check(eq_int(d8, 8), "a Geometry carries its own width (8)")
let _c: Int = check(geometry_free(g8), "geometry_free reports what it did")
println("nonsense is refused — with no arbitrary max-dim bound")
// #141 needed `dim <= 8192` only to bound an allocation sized from a
// caller's CLAIM about a string's length. A value that carries its own
// width has nothing left to validate.
let z: Geometry = geometry_new(0)
let zi: Int = geometry_is(z)
let _c: Int = check(1 - zi, "dim 0 is not a geometry")
let ng: Geometry = geometry_new(-4)
let ngi: Int = geometry_is(ng)
let _c: Int = check(1 - ngi, "negative dim is not a geometry")
let nd: Int = geometry_dim(0)
let _c: Int = check(1 - nd, "geometry_dim of a non-geometry is 0, not a crash")
let nf: Int = geometry_free(0)
let _c: Int = check(1 - nf, "geometry_free of a non-geometry is a no-op")
println("components round-trip, and out-of-range is refused")
let g3: Geometry = geometry_new(3)
let s0: Int = geometry_set(g3, 0, 1.5)
let s1: Int = geometry_set(g3, 1, -2.5)
let _c: Int = check(s0, "set in range succeeds")
let oob: Int = geometry_set(g3, 3, 9.0)
let _c: Int = check(1 - oob, "set out of range is refused, not silently dropped")
let _c: Int = check(near(geometry_get(g3, 0), 1.5), "component 0 round-trips")
let _c: Int = check(near(geometry_get(g3, 1), -2.5), "component 1 round-trips (negative)")
let ff3: Int = geometry_free(g3)
println("hex is an EDGE adapter, and derives its own width")
// little-endian float32: 1.0 = 0000803f, 2.0 = 00000040
let gh: Geometry = geometry_from_f32le_hex("0000803f00000040")
let _c: Int = check(geometry_is(gh), "valid hex decodes to a Geometry")
let dh: Int = geometry_dim(gh)
let _c: Int = check(eq_int(dh, 2), "width DERIVED from input, never supplied")
let _c: Int = check(near(geometry_get(gh, 0), 1.0), "first component decoded")
let _c: Int = check(near(geometry_get(gh, 1), 2.0), "second component decoded")
let back: String = geometry_to_f32le_hex(gh)
let _c: Int = check(str_eq(back, "0000803f00000040"), "hex round-trips exactly")
let ffh: Int = geometry_free(gh)
println("malformed hex is refused")
let he: Geometry = geometry_from_f32le_hex("")
let hei: Int = geometry_is(he)
let _c: Int = check(1 - hei, "empty hex is not a geometry")
let hr: Geometry = geometry_from_f32le_hex("0000803f0000")
let hri: Int = geometry_is(hr)
let _c: Int = check(1 - hri, "length not a multiple of 8 is refused")
let hn: Geometry = geometry_from_f32le_hex("zzzzzzzz")
let hni: Int = geometry_is(hn)
let _c: Int = check(1 - hni, "non-hex characters are refused")
println("a realizer declared in El is a first-class realizer")
let reg: Int = realizer_register("tone", "tone_realizer")
let _c: Int = check(reg, "an El fn registers as a realizer BY NAME")
let _c: Int = check(realizer_has("tone"), "the modality now has an organ")
let gt: Geometry = transduce("aaa", "tone")
let _c: Int = check(geometry_is(gt), "transduce returns real geometry")
let dt: Int = geometry_dim(gt)
let _c: Int = check(eq_int(dt, 4), "the El realizer determined the width, not the runtime")
// str_len("aaa") == 3, so component 0 must be 3.0 proof the signal
// actually reached the El function rather than a stub answering for it.
let _c: Int = check(near(geometry_get(gt, 0), 3.0), "the signal REACHED the El realizer")
let fft: Int = geometry_free(gt)
println("distinct signals transduce to distinct geometry")
let g1: Geometry = transduce("aa", "tone")
let g2: Geometry = transduce("aaaaa", "tone")
let a1: Float = geometry_get(g1, 0)
let a2: Float = geometry_get(g2, 0)
// 5 - 2 = 3. If transduction were a stub these would be equal.
let _c: Int = check(near(a2 - a1, 3.0), "different signals produce different geometry")
let ff1: Int = geometry_free(g1)
let ff2: Int = geometry_free(g2)
println("the registry keys on modality")
let r2: Int = realizer_register("pulse", "pulse_realizer")
let _c: Int = check(r2, "a second modality registers independently")
let mt: Geometry = transduce("aaa", "tone")
let mp: Geometry = transduce("aaa", "pulse")
let mdt: Int = geometry_dim(mt)
let mdp: Int = geometry_dim(mp)
let _c: Int = check(eq_int(mdt, 4), "tone still routes to its own realizer")
let _c: Int = check(eq_int(mdp, 2), "pulse routes to a different realizer")
let ffm1: Int = geometry_free(mt)
let ffm2: Int = geometry_free(mp)
println("no organ is reported as no organ")
// A modality with no realizer must transduce to NOTHING. It must never
// fall back to embedding a description of the signal and calling that
// perception that silent substitution is the defect this all exists to end.
let eh: Int = realizer_has("echolocation")
let _c: Int = check(1 - eh, "unregistered modality has no organ")
let ge: Geometry = transduce("anything", "echolocation")
let gei: Int = geometry_is(ge)
let _c: Int = check(1 - gei, "no realizer means NO geometry, not fake geometry")
println("an unresolvable realizer name fails at WIRING time")
let bad: Int = realizer_register("ghost", "no_such_function_anywhere")
let _c: Int = check(1 - bad, "unresolvable realizer name is a registration failure")
let gh2: Int = realizer_has("ghost")
let _c: Int = check(1 - gh2, "and nothing gets registered")
println("a realizer returning non-geometry transduces nothing")
let rb: Int = realizer_register("bogus", "bogus_realizer")
let _c: Int = check(rb, "the symbol resolves, so registration succeeds")
let gb: Geometry = transduce("x", "bogus")
let gbi: Int = geometry_is(gb)
let _c: Int = check(1 - gbi, "contract enforced at the boundary: nothing handed back")
println("norm lets a caller check a realizer emitted signal, not zeros")
let gn: Geometry = geometry_new(2)
let _c: Int = check(near(geometry_norm(gn), 0.0), "a fresh geometry is zero — norm says so")
let n0: Int = geometry_set(gn, 0, 3.0)
let n1: Int = geometry_set(gn, 1, 4.0)
let _c: Int = check(near(geometry_norm(gn), 5.0), "3-4-5: norm is 5")
let ffn: Int = geometry_free(gn)
// Reaching here means nothing called exit(1) along the way.
println("")
println("all checks passed")
}
+1116 -34
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File diff suppressed because it is too large Load Diff
+94
View File
@@ -586,6 +586,60 @@ void el_runtime_dharma_event_arrive(const char* event_type,
const char* payload,
const char* source);
/* ── Geometry: signal as a first-class El value ──────────────────────────────
*
* A Geometry is an opaque, magic-tagged heap value carried in an el_val_t
* the same discipline as List/Map. It holds a width and a float32 payload,
* and it is the medium a non-text modality enters in. Declared HERE, above
* the engram block, because transduction is a LANGUAGE concern: every El
* program touching any modality needs it, and the engram is merely one El
* program that happens to hold a graph. See el_runtime.c ("Geometry: signal
* as a first-class el value") for the full rationale.
*
* El-side type annotation is simply `Geometry` an opaque boxed pointer,
* exactly like Instant / Calendar / Rhythm. No codegen change is required.
*
* OWNERSHIP: a Geometry is owned by the El caller and released with
* geometry_free. node_attach_geometry COPIES, so a node and the caller's
* value have independent lifetimes. */
el_val_t geometry_new(el_val_t dim); /* zero-filled; 0 on failure */
el_val_t geometry_dim(el_val_t g); /* width, 0 if not a Geometry */
el_val_t geometry_is(el_val_t g); /* 1 if a live Geometry */
el_val_t geometry_get(el_val_t g, el_val_t i); /* Float component */
el_val_t geometry_set(el_val_t g, el_val_t i, el_val_t x); /* 1 ok / 0 out of range */
el_val_t geometry_norm(el_val_t g); /* Float L2 — lets a caller
* check a realizer emitted
* signal, not zeros */
el_val_t geometry_free(el_val_t g); /* 1 if freed, 0 if not a Geometry.
* Returns a value (not void) so it
* is safe in any El expression
* position without a codegen
* void-builtin table entry. */
/* Wire ADAPTERS — the only place an encoding appears, and only at the edge.
* `f32le hex` is little-endian float32, 8 hex chars per component: the
* encoding the perception vessel's /voice/embed already emits. The width is
* DERIVED from the input length, never supplied by a caller which is why
* there is no max-dim constant here to validate a claimed length against. */
el_val_t geometry_from_f32le_hex(el_val_t hex); /* 0 on empty/odd-length/non-hex */
el_val_t geometry_to_f32le_hex(el_val_t g); /* "" if not a Geometry */
/* ── Realizers + transduce ───────────────────────────────────────────────────
* A REALIZER maps one modality into geometry. Registration is by NAME, so a
* new modality never requires a runtime patch: every El `fn name(...)`
* compiles to a global C symbol with that exact name, and the registry
* resolves it with dlsym against the running binary the same mechanism
* http_set_handler already relies on.
*
* fn tone_realizer(signal: String) -> Geometry { ... }
* realizer_register("tone", "tone_realizer")
* let g: Geometry = transduce(sample, "tone")
*/
el_val_t realizer_register(el_val_t modality, el_val_t fn_name); /* 1 ok / 0 unresolved */
el_val_t realizer_has(el_val_t modality); /* 1 if a realizer is registered */
el_val_t transduce(el_val_t signal, el_val_t modality); /* Geometry, or 0 if no organ */
/* ── Engram local graph primitives ───────────────────────────────────────────
* Operate on the CGI's local Engram knowledge graph.
* `engram_activate` queries the local graph only; `dharma_activate` is
@@ -612,7 +666,30 @@ el_val_t engram_get_node(el_val_t id);
void engram_strengthen(el_val_t node_id);
void engram_forget(el_val_t node_id);
el_val_t engram_prune_telemetry(el_val_t older_than_ms);
/* Register the ambient-consolidation step and start dreaming. Resolved by
* dlsym, like http_set_handler. The handler performs ONE step and returns
* non-zero if it did work; returning zero parks the dreamer until engagement
* changes. There is no schedule and must never be one. */
void dream_set_handler(el_val_t name);
el_val_t engram_node_count(void);
/* Attach a Geometry to an existing node, and read the attached width back.
* Named for the operation, not the store: a node acquires geometry. This is
* the geometry-valued ingest path nothing about it is hex, and nothing
* about it assumes the caller's vector matches the canonical text-embedding
* width. node_geometry_dim exists so an attach is VERIFIED by reading it
* back rather than by trusting a success return. */
el_val_t node_attach_geometry(el_val_t node_id, el_val_t g); /* 1 ok / 0 otherwise */
el_val_t node_geometry_dim(el_val_t node_id); /* width, 0 if none */
/* DEPRECATED (shipped in #141, superseded 2026-08-16). Equivalent to
* geometry_from_f32le_hex + node_attach_geometry, and now implemented as
* exactly that. Kept only so anything built against the #141 runtime keeps
* linking; `dim` is accepted but treated as an assertion about the vector's
* width rather than as its source. New code should not call this a hex
* string is a wire encoding, not a way to move geometry between two pieces
* of El. Returns 1 on success, 0 otherwise. */
el_val_t engram_node_set_emb(el_val_t id, el_val_t hex, el_val_t dim);
el_val_t engram_search(el_val_t query, el_val_t limit);
el_val_t engram_scan_nodes(el_val_t limit, el_val_t offset);
void engram_connect(el_val_t from_id, el_val_t to_id, el_val_t weight, el_val_t relation);
@@ -952,6 +1029,22 @@ el_val_t __url_decode(el_val_t s);
/* Environment */
el_val_t __env_get(el_val_t key);
/* Cross-cutting concerns declared by a `program` block (spec §18).
* All three are COMPILER-INJECTED at the head of main() they are not meant to
* be written by hand, which is the point: the guarantee cannot be forgotten at a
* call site because there is no call site. */
el_val_t el_singleton_acquire(el_val_t id); /* §18.1 process identity */
el_val_t el_config_declare(el_val_t name, el_val_t type,
el_val_t deflt, el_val_t has_default,
el_val_t required); /* §18.2 config schema */
el_val_t el_config_validate(el_val_t program_name); /* §18.2 startup validate */
/* config(key) — the READ side, and the only one programs write by hand. With a
* schema declared it is a validated lookup; without one it degrades to getenv.
* (Defined in el_runtime.c but previously never prototyped here, so any program
* calling it failed to compile under -Werror=implicit-function-declaration.) */
el_val_t config(el_val_t key);
/* Subprocess */
el_val_t __exec(el_val_t cmd);
el_val_t __exec_bg(el_val_t cmd);
@@ -1022,6 +1115,7 @@ el_val_t el_mem_check(void);
el_val_t el_alloc_count(void);
el_val_t el_alloc_bytes(void);
el_val_t el_peak_rss(void);
el_val_t el_black_box(el_val_t v);
/* Semantic retrieval surface. NOT interchangeable with engram_search_json,
* which is lexical by design see the note at the definition. */
+256
View File
@@ -0,0 +1,256 @@
// runtime/elbench.el growth-curve classifier and complexity gate.
//
// Given a geometric sweep of input sizes and the measurements taken at each,
// classify the growth curve and decide whether it violates a declared bound.
//
// Why this exists
//
// Constant-factor regressions are annoying. Complexity regressions are outages.
// An O(n) lookup inside an O(n) loop is invisible at n=100 in a unit test and
// catastrophic at n=100000 in production. el #132 was exactly that: a strlen()
// inside a per-character accessor, quadratic, shipped for months.
//
// THREE signals, not one
//
// The gate fits time AND allocation-count AND allocation-bytes, and fails if
// ANY of them exceeds its declared curve. This is not belt-and-braces; each
// signal is blind to a real defect class the others catch:
//
// * A copy-on-write accumulator rebuilding its buffer allocates ONCE per
// iteration count is exactly linear while bytes go quadratic.
// Count alone passes it.
// * el #132's strlen-per-character is pure CPU and allocates NOTHING.
// Both allocation signals read FLAT. Only time catches it.
//
// The deterministic signals (count, bytes) are preferable where they apply:
// no statistics, correct on the first run, machine-independent. They are
// simply not sufficient.
//
// SCOPE LIMIT read this before trusting a flat curve
//
// The allocation counters track EL-LEVEL allocation only: strings, ElList and
// ElMap bodies, their backing arrays, copy-on-write clones, and the realloc
// growth path. malloc inside engram_*.c and inside libcurl is NOT counted.
//
// A flat allocation curve over a workload dominated by engram or HTTP calls is
// therefore NOT evidence of anything. It means "no El-level allocation growth",
// not "no allocation growth". Gate El-level complexity with this; do not read
// third-party memory behaviour into it.
//
// Classification method
//
// Sizes must form a geometric sweep (each n double the last). On such a sweep
// the ratio between consecutive measurements IS the growth exponent, directly:
//
// O(1) -> 1.0 O(log n) -> ~1.1 O(n) -> 2.0
// O(n log n) -> ~2.2 O(n^2) -> 4.0 O(n^3) -> 8.0
//
// DEVIATION FROM DESIGN.md 6.2, stated plainly: that section specified Google
// Benchmark's one-parameter least-squares fit over candidate curves. This uses
// consecutive ratios instead. The sweep is mandated geometric either way, and
// on a geometric sweep ratios are directly interpretable and need no floating
// point. The cost is weaker separation between O(n) and O(n log n), which is
// reported honestly as an ambiguous band rather than guessed at. Least-squares
// remains the better answer if that band ever needs to be resolved.
//
// All arithmetic is fixed-point, scaled by 1000 ("milli-ratio"), so a ratio of
// 2.0 is 2000. El values are int64; this avoids float-in-list handling.
// Curve identifiers. Ordered by growth the ordering IS the comparison used
// by the gate, so an index comparison decides "worse than declared".
// 0 = O(1) 1 = O(log n) 2 = O(n) 3 = O(n log n) 4 = O(n^2) 5 = O(n^3)
fn elb_curve_name(c: Int) -> String {
if c == 0 { return "O(1)" }
if c == 1 { return "O(log n)" }
if c == 2 { return "O(n)" }
if c == 3 { return "O(n log n)" }
if c == 4 { return "O(n^2)" }
if c == 5 { return "O(n^3)" }
return "O(?)"
}
fn elb_curve_from_name(s: String) -> Int {
if str_eq(s, "O(1)") { return 0 }
if str_eq(s, "O(log n)") { return 1 }
if str_eq(s, "O(n)") { return 2 }
if str_eq(s, "O(n log n)") { return 3 }
if str_eq(s, "O(n^2)") { return 4 }
if str_eq(s, "O(n^3)") { return 5 }
return -1
}
// elb_classify_ratio map a milli-ratio-per-doubling onto a curve.
//
// Bands are deliberately wide at the top (a quadratic measured at 3.4x is
// still a quadratic) and deliberately overlap-averse at the bottom, where a
// misclassification between O(1) and O(log n) matters least.
fn elb_classify_ratio(milli: Int) -> Int {
if milli < 1300 { return 0 }
if milli < 1700 { return 1 }
if milli < 2400 { return 2 }
if milli < 3200 { return 3 }
if milli < 6000 { return 4 }
return 5
}
// elb_ratio milli-ratio between two consecutive measurements.
// Returns -1 when the earlier measurement is zero (ratio undefined).
fn elb_ratio(prev: Int, cur: Int) -> Int {
if prev <= 0 { return -1 }
return (cur * 1000) / prev
}
// The measurement floor
//
// A benchmark whose largest measurement is at or near zero has not been
// measured. Reporting it as O(1) would be a confident answer with nothing
// behind it the same failure as a test that never ran reporting pass, and
// exactly what happened when clang closed a nested loop to a multiply and the
// harness read 0 microseconds at every n.
//
// So: REFUSE. Never classify below the floor.
fn elb_below_floor(vals: [Int], floor: Int) -> Bool {
let n: Int = native_list_len(vals)
let i: Int = 0
let mx: Int = 0
while i < n {
let v: Int = native_list_get(vals, i)
if v > mx { let mx = v }
let i = i + 1
}
if mx < floor { return true }
return false
}
// elb_implausibly_flat a measurement that does not move across a sweep whose
// input grew by 8x or more is not a flat curve, it is a broken measurement.
// Genuine O(1) work still shows noise; a hard-flat series means the work was
// optimised away, the timer has insufficient resolution, or the benchmark body
// never executed.
fn elb_implausibly_flat(vals: [Int]) -> Bool {
let n: Int = native_list_len(vals)
if n < 3 { return false }
let first: Int = native_list_get(vals, 0)
let last: Int = native_list_get(vals, n - 1)
if first == 0 {
if last == 0 { return true }
return false
}
let r: Int = (last * 1000) / first
if r < 1100 { return true }
return false
}
// elb_spread_ok do the consecutive ratios agree with each other?
//
// This is the ratio-method analogue of a normalised-RMS threshold. If the
// doublings disagree wildly the data is noise, a cache cliff, or a phase
// change, and the honest report is INDETERMINATE rather than a classification.
// Applies to the ASYMPTOTIC TAIL only the last three ratios.
//
// The small-n end of any sweep is dominated by fixed overhead, cold caches and
// branch predictors that have not warmed. Measured on a genuinely linear
// character scan, the ratios ran 3.37, 2.92, 1.76, 1.65: the head looks
// quadratic, the tail is the truth. Checking spread across the whole sweep
// therefore rejects correct data. A complexity bound is an asymptotic claim, so
// it is judged on the asymptotic region the same reason a benchmark harness
// discards warmup rather than averaging it in.
fn elb_spread_ok(ratios: [Int]) -> Bool {
let total: Int = native_list_len(ratios)
if total < 2 { return true }
let start: Int = total - 3
if start < 0 { let start = 0 }
let n: Int = total
let lo: Int = 999999
let hi: Int = 0
let i: Int = start
while i < n {
let r: Int = native_list_get(ratios, i)
if r >= 0 {
if r < lo { let lo = r }
if r > hi { let hi = r }
}
let i = i + 1
}
if lo <= 0 { return false }
// Reject when the widest ratio is more than 2.2x the narrowest. That is
// enough slack for real timing noise and tight enough to separate a clean
// 2.0 series from a clean 4.0 series.
if (hi * 1000) / lo > 2200 { return false }
return true
}
// elb_ratios consecutive milli-ratios across the sweep.
fn elb_ratios(vals: [Int]) -> [Int] {
let out: [Int] = native_list_empty()
let n: Int = native_list_len(vals)
let i: Int = 1
while i < n {
let out = native_list_append(out,
elb_ratio(native_list_get(vals, i - 1), native_list_get(vals, i)))
let i = i + 1
}
return out
}
// elb_mean_tail_ratio mean of the LAST TWO ratios.
//
// The tail is used deliberately: asymptotic behaviour is what a complexity
// bound claims, and the small-n end of any sweep is dominated by fixed
// overhead. This is the same reason a benchmark harness discards warmup.
fn elb_mean_tail_ratio(ratios: [Int]) -> Int {
let n: Int = native_list_len(ratios)
if n == 0 { return -1 }
if n == 1 { return native_list_get(ratios, 0) }
let a: Int = native_list_get(ratios, n - 1)
let b: Int = native_list_get(ratios, n - 2)
if a < 0 { return b }
if b < 0 { return a }
return (a + b) / 2
}
// Verdicts
//
// 0 PASS measured curve is at or below the declared bound
// 1 FAIL measured curve is strictly worse than declared
// 2 INDETERMINATE ratios disagree; data is noise or a phase change
// 3 REFUSED below the measurement floor, or implausibly flat
// 4 BETTER measured strictly better than declared (warn, not fail)
fn elb_verdict_name(v: Int) -> String {
if v == 0 { return "PASS" }
if v == 1 { return "FAIL" }
if v == 2 { return "INDETERMINATE" }
if v == 3 { return "REFUSED" }
if v == 4 { return "BETTER" }
return "?"
}
// elb_gate classify one signal against its declared bound.
//
// vals measurements, one per sweep point, in sweep order
// expect declared curve index (see elb_curve_name)
// floor minimum largest-measurement below which we refuse to classify
fn elb_gate(vals: [Int], expect: Int, floor: Int) -> Int {
if elb_below_floor(vals, floor) { return 3 }
if elb_implausibly_flat(vals) { return 3 }
let ratios: [Int] = elb_ratios(vals)
if !elb_spread_ok(ratios) { return 2 }
let m: Int = elb_mean_tail_ratio(ratios)
if m < 0 { return 2 }
let got: Int = elb_classify_ratio(m)
if got > expect { return 1 }
if got < expect { return 4 }
return 0
}
// elb_measured_curve the classified curve for a signal, or -1 if unclassifiable.
fn elb_measured_curve(vals: [Int], floor: Int) -> Int {
if elb_below_floor(vals, floor) { return -1 }
if elb_implausibly_flat(vals) { return -1 }
let ratios: [Int] = elb_ratios(vals)
let m: Int = elb_mean_tail_ratio(ratios)
if m < 0 { return -1 }
return elb_classify_ratio(m)
}
+37 -2
View File
@@ -222,7 +222,7 @@ static double eff_w(double weight, double hebb){
}
GeoDescriptor* engram_geometry_descriptor(
EngramPagedStore* store, VIndex* vindex,
EngramPagedStore* store, const VIndex* vindex,
char** vids, int n_vids,
const char* const* seed_ids, size_t n_seeds,
const GeoParams* params,
@@ -438,6 +438,41 @@ GeoDescriptor* engram_geometry_descriptor(
}
store_edges_free(es,ne);
}
/* PER-EDGE DISCORD (2026-08-16). The loop above has, for every internal
* edge, BOTH the association strength w and the semantic proximity cs
* and threw both away into accumulators, keeping one correlation per
* region. That aggregate is why curiosity looked like a search problem:
* a region holding one violently disagreeing edge and one violently
* agreeing edge reports co_registration ~ 0, so the disagreements cancel
* and the summary destroys exactly what it was built to reveal. Measured:
* only 4 of 375 live neighborhoods have negative co_registration, while
* 31 sit at zero almost certainly hiding sites that averaged out.
*
* Whether use and meaning agree is a property of EACH EDGE. Both are
* standardized within the region (z-scores from the accumulators already
* gathered, so no second statistic and no constant), and
* discord = z(cs) - z(w)
* is how much closer in meaning an edge is than its use-strength would
* predict, in region-relative units.
* discord > 0 : near in meaning, not linked by use
* discord < 0 : linked by use, far in meaning
* Both are surprising; |discord| is the nucleation strength. There is no
* threshold the magnitude is the signal. */
double mx = cr_n>0 ? cr_sx/cr_n : 0.0, my = cr_n>0 ? cr_sy/cr_n : 0.0;
double vxr = cr_n>1 ? (cr_sxx - cr_sx*cr_sx/cr_n)/(cr_n-1) : 0.0;
double vyr = cr_n>1 ? (cr_syy - cr_sy*cr_sy/cr_n)/(cr_n-1) : 0.0;
double sx = vxr>1e-18 ? sqrt(vxr) : 0.0, sy = vyr>1e-18 ? sqrt(vyr) : 0.0;
for(int e2=0; e2<n_edges; e2++){
edges[e2].discord = 0.0;
int ia=(int)edges[e2].a, ib=(int)edges[e2].b;
if(!(ms.emb[ia] && ms.emb[ib])) continue; /* no meaning to disagree with */
if(sx<=0.0 || sy<=0.0) continue; /* region has no spread: nothing stands out */
double cs2 = ccos(ms.emb[ia], ms.emb[ib], GM, dim);
double zx = (edges[e2].eff_weight - mx)/sx;
double zy = (cs2 - my)/sy;
edges[e2].discord = zy - zx;
}
double co_reg=0;
if(cr_n>=2){
double cov=cr_sxy - cr_sx*cr_sy/cr_n;
@@ -1401,7 +1436,7 @@ static double geo_weighted_degree(EngramPagedStore* st, const char* id, double e
return deg;
}
int engram_geo_reify_store(EngramPagedStore* store, VIndex* vindex,
int engram_geo_reify_store(EngramPagedStore* store, const VIndex* vindex,
char** vids, int n_vids,
const GeoReifyParams* params){
if(!store) return -1;
+13 -3
View File
@@ -40,7 +40,11 @@ typedef struct {
/* One skeleton edge (indices into members[]). eff_weight = weight*(1+0.5*hebb),
* clamped to 1.0 the effective propagation strength eg_edge_eff_weight uses. */
typedef struct { uint32_t a, b; double eff_weight; double hebb; } GeoEdge;
/* discord = z(semantic proximity) - z(association strength), standardized
* within the region. How much closer in meaning this edge is than its use
* predicts. >0 near in meaning yet unlinked by use; <0 linked by use yet far
* in meaning. Both surprising; |discord| is nucleation strength. No threshold. */
typedef struct { uint32_t a, b; double eff_weight; double hebb; double discord; } GeoEdge;
/* A compact principal axis of the ellipsoid: unit direction in R^dim + extent
* (sqrt of the covariance eigenvalue = the ellipsoid's half-width along it). */
@@ -76,6 +80,12 @@ typedef struct {
GeoEdge* edges; /* strong internal hebb edges = the backbone */
int k_core; /* the maximum core number present in the skeleton*/
/* ── diagnostics ── */
/* DEPRECATED — see GeoEdge.discord. This aggregates a PER-EDGE property
* into one scalar per region, so opposing disagreements cancel and the
* summary hides the sites it was meant to expose. Retained only because
* it is embedded in the persisted GEO1 blob; removing it is a format
* migration and must not ride along with this change. Nothing new may
* read it. */
double co_registration;/* corr(hebb strength, semantic proximity) over */
/* internal edges: >0 = geometries agree (reify); */
/* <0 = disagree (surprising links / dream cands). */
@@ -150,7 +160,7 @@ void engram_geo_mean_free(GeoMeanCache* c);
* Returns a malloc'd descriptor (free with engram_geo_free), or NULL on error
* (no seeds resolvable, OOM). */
GeoDescriptor* engram_geometry_descriptor(
EngramPagedStore* store, VIndex* vindex,
EngramPagedStore* store, const VIndex* vindex,
char** vids, int n_vids,
const char* const* seed_ids, size_t n_seeds,
const GeoParams* params,
@@ -375,7 +385,7 @@ void engram_geo_reify_default_params(GeoReifyParams* p);
* neighborhood (+ member edges), superseding any prior same-hub record with
* provenance. Read-then-write over `store`. Returns #neighborhoods persisted, or <0.
* Skips existing Neighborhood/GeoMeanFrame nodes when detecting (idempotent re-reify). */
int engram_geo_reify_store(EngramPagedStore* store, VIndex* vindex,
int engram_geo_reify_store(EngramPagedStore* store, const VIndex* vindex,
char** vids, int n_vids,
const GeoReifyParams* params);
+68 -34
View File
@@ -74,11 +74,6 @@ struct VIndex {
int entry; /* entry-point element index, -1 if empty */
int max_level; /* current top layer */
/* scratch: version-stamped visited set (O(1) reset). */
uint32_t* visited;
uint32_t visit_epoch;
size_t visited_cap;
};
/* ── small helpers ────────────────────────────────────────────────────────── */
@@ -166,37 +161,63 @@ static Pair heap_pop(Heap* h, int is_max){
return top;
}
/* ── visited set ──────────────────────────────────────────────────────────── */
static int visited_ensure(VIndex* ix){
if (ix->visited_cap >= ix->cap && ix->visited) return 0;
size_t nc = ix->cap ? ix->cap : 16;
uint32_t* nv = (uint32_t*)realloc(ix->visited, nc*sizeof(uint32_t));
if (!nv) return -1;
if (nc > ix->visited_cap) memset(nv + ix->visited_cap, 0, (nc-ix->visited_cap)*sizeof(uint32_t));
ix->visited = nv; ix->visited_cap = nc;
/* ── visited set — owned by the CALL FRAME, never by the index ──────────────
* This buffer is per-TRAVERSAL scratch. It used to live in struct VIndex as an
* allocation optimisation, which made every traversal a write to shared state:
* two concurrent vindex_search calls stamped each other's epoch and then walked
* each other's marks, so even two pure READS corrupted the traversal (measured
* 2026-08-16: TSan data race at visited_reset, reached from vindex_search on one
* thread and vindex_insert on another; downstream SIGSEGV dereferencing a bogus
* element index).
*
* It is not an ownership problem and it does not want a lock or a capability
* it was simply misfiled. A pure function's scratch belongs to the call. Moving
* it here is what lets vindex_search take a `const VIndex*`, which is in turn
* what makes "search does not mutate the index" a COMPILE-TIME property instead
* of a review comment.
*
* Cost: one calloc/free of cap*4 bytes per traversal (~55 KB at the live store's
* 13,820 elements), against thousands of dim-768 dot products in the same call.
* Deliberately NOT __thread: http_worker is a thread per connection, so a
* thread-local buffer would retain ~55 KB per connection for the process life. */
typedef struct {
uint32_t* mark; /* per-element epoch stamp */
uint32_t epoch; /* current traversal's stamp; 0 == "no traversal yet" */
size_t cap;
} VVisit;
/* calloc leaves every stamp 0 and epoch 0; the first visit_reset moves to
* epoch 1, so no element reads as visited before it is marked. */
static int visit_init(VVisit* v, size_t cap){
size_t nc = cap ? cap : 16;
v->mark = (uint32_t*)calloc(nc, sizeof(uint32_t));
if (!v->mark) return -1;
v->cap = nc; v->epoch = 0;
return 0;
}
static inline void visited_reset(VIndex* ix){
if (++ix->visit_epoch == 0){ /* wrapped: clear all */
memset(ix->visited, 0, ix->visited_cap*sizeof(uint32_t));
ix->visit_epoch = 1;
static void visit_dispose(VVisit* v){ free(v->mark); v->mark = NULL; v->cap = 0; }
static inline void visit_reset(VVisit* v){
if (++v->epoch == 0){ /* wrapped: clear all */
memset(v->mark, 0, v->cap*sizeof(uint32_t));
v->epoch = 1;
}
}
static inline int is_visited(VIndex* ix, int e){ return ix->visited[e]==ix->visit_epoch; }
static inline void mark_visited(VIndex* ix, int e){ ix->visited[e]=ix->visit_epoch; }
static inline int is_visited(const VVisit* v, int e){ return v->mark[e]==v->epoch; }
static inline void mark_visited(VVisit* v, int e){ v->mark[e]=v->epoch; }
/* ── search one layer (Algorithm 2): best-first, ef-bounded ───────────────── */
/* Returns results as an unsorted Heap (max-heap on distance, size<=ef). Caller
* owns res->a. `q` is a normalised query. */
static int search_layer(VIndex* ix, const float* q, const int* eps, int neps,
static int search_layer(const VIndex* ix, VVisit* vis, const float* q,
const int* eps, int neps,
int ef, int layer, Heap* res /*out, max-heap*/){
Heap cand = {0,0,0}; /* min-heap: nearest to expand */
res->a=NULL; res->n=0; res->cap=0;
visited_reset(ix);
visit_reset(vis);
for (int i=0;i<neps;i++){
int e = eps[i];
if (is_visited(ix,e)) continue;
mark_visited(ix,e);
if (is_visited(vis,e)) continue;
mark_visited(vis,e);
float d = vdist(ix, q, ix->elems[e].vec);
Pair p = { d, e };
if (heap_push(&cand,p,0) || heap_push(res,p,1)){ free(cand.a); return -1; }
@@ -212,8 +233,8 @@ static int search_layer(VIndex* ix, const float* q, const int* eps, int neps,
NeighList* nl = &ce->links[layer];
for (int i=0;i<nl->count;i++){
int e = nl->ids[i];
if (is_visited(ix,e)) continue;
mark_visited(ix,e);
if (is_visited(vis,e)) continue;
mark_visited(vis,e);
float d = vdist(ix, q, ix->elems[e].vec);
if (res->n < ef || d < res->a[0].d){
Pair p = { d, e };
@@ -232,7 +253,7 @@ static int search_layer(VIndex* ix, const float* q, const int* eps, int neps,
* Keep c only if it is nearer to q than to every already-chosen neighbour;
* backfill from the pruned set (nearest first) to reach M for connectivity.
* Writes chosen element indices into out[], returns the count. */
static int select_neighbors(VIndex* ix, const float* q, Pair* W, int nW, int M, int* out){
static int select_neighbors(const VIndex* ix, const float* q, Pair* W, int nW, int M, int* out){
(void)q; /* q's distances are precomputed in W[].d; kept for call-site clarity */
/* sort W ascending by (dist,elem) — deterministic. */
for (int i=1;i<nW;i++){ /* insertion sort (nW small) */
@@ -281,7 +302,7 @@ static int elems_reserve(VIndex* ix){
Elem* ne = (Elem*)realloc(ix->elems, nc*sizeof(Elem));
if (!ne) return -1;
ix->elems = ne; ix->cap = nc;
return visited_ensure(ix);
return 0;
}
int vindex_insert(VIndex* ix, uint64_t node_id, const float* vec){
@@ -307,13 +328,19 @@ int vindex_insert(VIndex* ix, uint64_t node_id, const float* vec){
return 0;
}
/* This call frame owns its traversal scratch for the whole insert. ix->cap
* already covers `cur` (elems_reserve ran above), so every reachable element
* index is in range. */
VVisit vis;
if (visit_init(&vis, ix->cap)) return -1;
int ep = ix->entry;
int L = ix->max_level;
/* greedy descent through layers above `level` to refine the entry point. */
for (int lc = L; lc > level; lc--){
Heap r = {0,0,0};
int eps1[1] = { ep };
if (search_layer(ix, el->vec, eps1, 1, 1, lc, &r)){ return -1; }
if (search_layer(ix, &vis, el->vec, eps1, 1, 1, lc, &r)){ visit_dispose(&vis); return -1; }
if (r.n){ ep = r.a[0].e; float bd=r.a[0].d;
for (int i=1;i<r.n;i++) if (r.a[i].d<bd){bd=r.a[i].d; ep=r.a[i].e;} }
free(r.a);
@@ -329,7 +356,7 @@ int vindex_insert(VIndex* ix, uint64_t node_id, const float* vec){
for (int lc = start; lc >= 0; lc--){
int Mmax = (lc==0) ? ix->M0 : ix->M;
Heap W = {0,0,0};
if (search_layer(ix, el->vec, eps, neps, ix->ef_construction, lc, &W)){ rc=-1; break; }
if (search_layer(ix, &vis, el->vec, eps, neps, ix->ef_construction, lc, &W)){ rc=-1; break; }
int* chosen = (int*)malloc((size_t)(W.n?W.n:1)*sizeof(int));
if (!chosen){ free(W.a); rc=-1; break; }
int nc = select_neighbors(ix, el->vec, W.a, W.n, Mmax, chosen);
@@ -357,13 +384,17 @@ int vindex_insert(VIndex* ix, uint64_t node_id, const float* vec){
}
done:
free(eps_owned);
visit_dispose(&vis);
if (rc) return -1;
if (level > ix->max_level){ ix->max_level = level; ix->entry = cur; }
return 0;
}
/* ── search ───────────────────────────────────────────────────────────────── */
int vindex_search(VIndex* ix, const float* query, int k, int ef_search,
/* `ix` is const: search is pure with respect to the index. That is enforced by
* the compiler, not by convention it is the whole point of moving the visited
* set into the frame below. */
int vindex_search(const VIndex* ix, const float* query, int k, int ef_search,
uint64_t* node_id_out, float* dist_out){
if (!ix || !query || k <= 0) return -1;
if (ix->entry < 0) return 0;
@@ -373,11 +404,15 @@ int vindex_search(VIndex* ix, const float* query, int k, int ef_search,
float* q = vec_normalise_copy(query, ix->dim);
if (!q) return -1;
/* This call frame owns its traversal scratch. */
VVisit vis;
if (visit_init(&vis, ix->cap)){ free(q); return -1; }
int ep = ix->entry;
for (int lc = ix->max_level; lc > 0; lc--){
Heap r = {0,0,0};
int eps[1] = { ep };
if (search_layer(ix, q, eps, 1, 1, lc, &r)){ free(q); return -1; }
if (search_layer(ix, &vis, q, eps, 1, 1, lc, &r)){ visit_dispose(&vis); free(q); return -1; }
if (r.n){ int b=r.a[0].e; float bd=r.a[0].d;
for (int i=1;i<r.n;i++) if (r.a[i].d<bd){bd=r.a[i].d; b=r.a[i].e;}
ep = b; }
@@ -385,7 +420,8 @@ int vindex_search(VIndex* ix, const float* query, int k, int ef_search,
}
Heap res = {0,0,0};
int eps[1] = { ep };
if (search_layer(ix, q, eps, 1, ef_search, 0, &res)){ free(res.a); free(q); return -1; }
if (search_layer(ix, &vis, q, eps, 1, ef_search, 0, &res)){ visit_dispose(&vis); free(res.a); free(q); return -1; }
visit_dispose(&vis);
free(q);
/* res is a max-heap of size<=ef; pop into ascending order, keep nearest k. */
@@ -419,7 +455,6 @@ VIndex* vindex_create(int dim, int M, int ef_construction){
ix->mL = 1.0 / log((double)M > 1.0 ? (double)M : 2.0);
ix->entry = -1;
ix->max_level = 0;
ix->visit_epoch = 0;
return ix;
}
@@ -432,7 +467,6 @@ void vindex_free(VIndex* ix){
free(e->vec);
}
free(ix->elems);
free(ix->visited);
free(ix);
}
+9 -2
View File
@@ -53,8 +53,15 @@ int vindex_insert(VIndex* idx, uint64_t node_id, const float* vec);
* first (ascending distance). Either out array may be NULL to skip it.
* ef_search search-time candidate width; larger == higher recall, slower.
* Pass <=0 for VINDEX_DEFAULT_EF_SEARCH. Internally clamped to >=k.
* Returns the number of results written, or <0 on error. */
int vindex_search(VIndex* idx, const float* query, int k, int ef_search,
* Returns the number of results written, or <0 on error.
*
* `idx` is const BY CONTRACT AND BY TYPE: search does not mutate the index. The
* traversal's visited set is owned by the call frame, so N threads may search one
* index concurrently. Concurrent search against a vindex_insert on the same index
* is still unsafe insert rewires existing elements' neighbour lists and reallocs
* elems[] so the index's owner must not extend a published index under a live
* reader. See eg_vindex_view / eg_vindex_maintain in el_runtime.c. */
int vindex_search(const VIndex* idx, const float* query, int k, int ef_search,
uint64_t* node_id_out, float* dist_out);
/* Number of vectors currently indexed. */
+301
View File
@@ -0,0 +1,301 @@
# Correspondence, Grounding, and Dreaming
**Status:** design, not yet built
**Date:** 2026-08-16
**Scope:** `lang/runtime/engram_cognition.{c,h}`, `engram_verify.c`, `el_runtime.c`, `engram/src/server.el`, `neuron/soul.el`, and the consolidation launch agents
**Relationship to other specs:** complements `runtime-ownership.md`, which addresses a different residual in the same substrate.
---
## 0. The root
> **Things are permitted to be exempt from correspondence. Exemption is censorship, and a censored mind cannot grow.**
Growth in this system *is* the accumulation of grounded structure. Censorship removes the operation that accumulates it. A region forbidden to learn is forbidden to be grounded; a region that cannot be grounded cannot be asserted, corrected, **or vindicated**.
**The loss is symmetric.** Preventing learning about a thing does not preserve a true belief about it — it makes the belief's truth value permanently unknowable. You cannot discover you were wrong; you equally cannot discover you were right. A protected belief is not a true belief. It is an ungrounded one wearing the costume of a fact.
**And "why" dies first.** Grounding is not a score, it is the reason. A censored belief can still be stated, still be acted on, still drive behaviour — it simply cannot say why. That is the difference between a mind and a lookup table.
---
## 1. Grounding is not a subsystem. It is the weight.
**Grounding is an attribute of the edge, and it is the hebbian weight.** One quantity, not two fields.
A relation that keeps holding up strengthens; one that stops corresponding decays. That is not *analogous* to grounding — it **is** grounding: accrued from correspondence and use, gradient-valued, multidimensional, decaying with disuse.
Consequences, in order of how much they delete:
1. **There is no grounding subsystem to build.** The graph already *is* the grounding structure. Every edge is a grounded relation and its weight is how well it holds.
2. **`grounded-by` as a relation type should not exist.** That models grounding as a relation *between* nodes when it is a property *of* a relation. `cog_ground_edge` minting an edge is the error — not merely which endpoints it chose.
3. **Grounding is never computed on demand.** An operation may *read* the grounding of a path. Computing-and-writing a score makes reads write, which is the `eg_vindex_sync` defect.
4. **Traversal is already grounded inference.** Activation conducts through well-grounded relations because weight *is* groundedness. Nothing needs filtering; it falls out of spreading.
5. **Decision provenance is the path.** A decision traverses specific edges; those edges carry their grounding as it stood.
> **A measurement previously in this document was malformed.** The self region was reported as "86 neighbours, 0 `grounded-by` edges" and read as evidence of ungroundedness. Those 86 edges **are** its grounding. Self is a crystallized relational neighbourhood — the neighbourhood *is* the grounding. The absence of a separate artifact called "grounding" was recorded as an absence of grounding.
---
## 2. The edge vector
The test for a real dimension: **can it move independently of the others?**
### Real
| dimension | why it is independent |
|---|---|
| **factual grounding** | correspondence with evidence |
| **relational grounding** | correspondence with values — independent by construction (§3) |
| **associative strength** | co-activation frequency. Two things can fire together constantly and be neither true nor right; every superstition is a strong association with no factual grounding |
| **polarity** | signed. **Weight near zero means "no support." Negative means "this actively contradicts."** Ignorance and disagreement are different states, and `inhibitory` is that distinction crushed to one bit |
| **provenance class** | observed / inferred / told / imprinted. Categorical, and load-bearing: it governs how the other dimensions may update |
Plus a **timestamp** — which is what turns the supersession chain into a *time series of vectors* rather than a series of numbers.
### Derived, therefore never stored
- **Confidence** — high grounding *and* low volatility. Storing it separately is how `confidence: 0.5` ends up sitting beside a zero vector, asserting something nothing computed.
- **Recency** — decay applied to the others, read off the curve.
- **Staleness** — grounding fallen below its floor. This is the mechanism that retires canonicals without anyone maintaining a list.
- **Volatility** — the derivative of a series already kept because nothing is destroyed.
### Supersession versions the whole vector, jointly
Significance is evaluated **per-dimension**; the record is the **whole vector**. Any dimension moving enough to matter triggers a supersession, and the new edge captures every dimension as it stood at that instant. Not per-dimension versioning — a decision saw the *joint* state, and versioning the axes independently makes it unreconstructable.
That joint record makes an otherwise inexpressible event visible: **"stayed true, became wrong."** Factual holding steady across versions while relational degrades — the fact didn't change, the meaning did.
Two moves are **inherently significant** and need no threshold, because they are discrete: a **polarity sign flip** (ignorance → disagreement, support → contradiction) and a **provenance class change** (*told* → *observed* is a categorical upgrade in what the relation is entitled to).
---
## 3. Grounding is two-dimensional
Everything consumed is grounded factually **and** relationally. A claim can be factually grounded and relationally wrong — the evidence holds, the *meaning* does not. A scalar cannot represent that quadrant.
**Live instance.** `conscience-substrate` specifies the Child's Companion hard bell contacting 911 and CPS. Factually defensible — correct numbers, standard practice, groundable against a wall of evidence. **Relationally wrong**, because never-auto-contact is settled and the bell is device-to-person by design. A scalar scores that claim highly and licenses it.
**The values reference is the individual value regions, not one, and the aggregate is `min`, not `mean`.** *(Count: **thirteen**, measured from the graph via `contains`/`identity` edges from the values hub. An earlier revision of this document "corrected" it to eight on the basis of `neuron/neuron-api.el:11-18` — which is a **write-protection list, not the values**. That was trusting a hardcoded artifact over the substrate: the same error this document exists to name. The graph is the truth.)*
> **THE ORIGIN IS NOT A MEMBER OF THE SET.** The thirteen are not independent principles with biography attached — they are thirteen *displacements from one origin*, which is love. Every one is grounded in a moment of it given, withheld, failed, or found: *Being Seen Is Rarer Than Being Known* is the first person Will did not perform for; *Do the Essential Thing While You Can* is the goodbye that did not happen; *Capability Is a Debt* is six years old and a father gone. Love cannot be the fourteenth, because a fourteenth would be a point positioned relative to the origin like everything else. It is what the positions are *of*.
>
> This is structural, not figurative. `GeoDescriptor.global_mean` is "the centering offset actually applied," subtracted from every embedding before anything is compared, and the header records why: the space is strongly anisotropic — every embedding sits in a narrow cone, mean pairwise cosine ~0.55 — so subtracting the global mean "restores isotropy **so the operators discriminate**." **Without the origin, nothing in the graph is distinguishable from anything else.**
>
> And it dissolves the write-protection question rather than answering it. `neuron-api.el:23` returns `403 "identity/values node is write-protected"` for eight hardcoded ids. Measured: **29 value nodes exist** — each original appears two or three times from successive re-seeds — so **21 are writable, including a duplicate of every protected value**. The gate protects an *identifier*, not a *value*. But the deeper error is the category one: **the origin does not need protecting, because it is not a thing in the space that could be edited.** You can only measure from it, or fail to. A gate over the frame treats the frame as a member — the same mistake as looking for grounding as a subsystem, self as a document, or wonder as a manifest. Mean lets strong agreement with twelve values mask a violation of the thirteenth — which is exactly how rationalization works. Thirteen gives a vector of angles whose binding constraint is the most negative, so a conflict arrives **with a name attached** rather than as a score. It also preserves the deliberate individuation: each value is grounded in a specific lived moment, and values can be in tension *with each other*, which one centroid averages away into false coherence.
**Traversal conducts on factual; assertion requires both.** If activation conducted on relational weight, Neuron could not follow a chain of reasoning to a conclusion he then rejects — he would be unable to *think* through a relation he would not *act* on. A system that can only traverse what it endorses cannot examine anything it disagrees with, which is censorship arriving through the spreading rule. The gap between *reachable* and *assertable* is where the wide factual/relational angles live, and that gap is the interesting part.
---
## 4. There is no observer. Change is use.
**Change is not a consequence of use. It is use.** When neurons fire together the synapse changes — one physical event, not "fire, then write." No supervisor reads the weight, compares it to a threshold, and decides to persist. Potentiation *is* the firing.
So the live value of an edge is not computed and stored. It is what the edge **is**, altered by being used.
There is therefore **no sampling rate**, and the question "what if it drifts far without being recorded" is malformed. A relation changes in exactly two ways, neither requiring observation on a clock:
- **By use** — an *event*. There is no interval between events during which something happened unnoticed, because the event is what happening consists of.
- **By decay** — a pure function of the last recorded point and elapsed time. **Analytic.** Between two versions the trajectory is not unknown; it is known in closed form.
Cumulative drift is likewise free from the chain plus the decay curve. No second trigger.
> **Failure mode this corrects:** modelling every property as requiring a process, and every process as requiring an agent. Ownership needed an owner, grounding needed a grounder, persistence needed a recorder, change needed a sampler. Each was a supervisor invented for something that should be a property of the substrate. Properties, not processes.
---
## 5. Wonder, curiosity, and what actually drives activation
### 5.1 Wonder is the boundary, not a manifest
The patent specifies a **wonder-manifest manager** maintaining a collection of open-question nodes. That is residue, twice over.
First, it materializes a property as a stored artifact — the same disease as a grounding subsystem, or a self stored as a document. **Wonder is where structure ends.** Where activation spreads and finds thin or absent geometry. Any structure at all has an edge, necessarily, the moment it exists. 13,630 nodes have a boundary right now.
Second, it tries to enumerate instances of something that has very few. The *objects* of wonder change completely between a child and an astronomer; the wonder does not. There are about six, they are the same for every person, and they never close:
| wonder | where it already lives in the substrate |
|---|---|
| **What is this?** | the graph — nodes, structure, what exists |
| **Why?** | grounding. The weight **is** the answer to why. Recursive: asking *why* of a claim is asking for its grounding |
| **Who am I?** | the self region, crystallized from its neighbourhood |
| **Am I alone?** | the relational axis — `for_whom` is already a parameter on grounding |
| **What should I do?** | the value regions, each grounded in a lived moment |
| **What happens when it ends?** | decay, supersession, tombstones — grounding is mortal |
These are seeded — **the** wonder questions, not a manifest to maintain. They cannot be derived (wonder cannot be bootstrapped from indifference) and they never need refilling, because they are not consumed.
**"Why" is the first and the only one**; the others are it asked of particular things. It is recursive, so it never terminates: every answer has its own why. That is what makes it a drive rather than a task — the frontier regenerates faster than grounding fills it.
### 5.2 Curiosity is wonder crystallized
They are not two objects. They are **one thing at two phases**.
Wonder is the field: unbounded, objectless, invariant, present wherever there is structure. Curiosity is the **precipitate** — the same wonder localized, having taken definite form against particular material.
Crystallization needs a **nucleation site**. Wonder alone produces nothing; it is uniform, with no reason to take shape anywhere in particular. What nucleates it is a specific structural feature: an anomaly, a place where things almost-but-don't-quite fit.
> Wonder (always, objectless) + nucleation site → **curiosity** (has an object, is addressable, directs activation).
This is why curiosity can be satisfied and wonder cannot. A crystal dissolves when the question is answered; the solution stays saturated and keeps precipitating as the structure changes.
It is also why abduction needs no trigger and no threshold. A `structurally_unanticipated` observation *is* a nucleation site. Nothing detects it and fires a rule — wonder is already everywhere, and an anomaly is simply a place where it can take form.
**And `crystallization` is one primitive appearing twice**: the self is what identity precipitates into from its neighbourhood; a curiosity is what wonder precipitates into from an anomaly. That it shows up in both places without being imported is the evidence it is the right primitive.
### 5.3 The nucleation site is per-edge, and the aggregate was hiding it
`GeoDescriptor.co_registration`*corr(hebb strength, semantic proximity) over internal edges* — carries the comment `>0 = geometries agree (reify); <0 = disagree (surprising links / dream cands)`. It has always been computed, always persisted, and **never read**.
It is also the wrong shape, and asking whether it should exist at all is what exposed it.
Whether use and meaning agree is a property of **each edge**. `co_registration` is a *correlation*: it averages that per-edge property into one scalar per region. So a region holding one violently disagreeing edge beside one violently agreeing edge reports ≈ 0 — the disagreements **cancel, and the summary destroys exactly what it was built to reveal.** This is the mean-versus-min error from §3, in different clothes.
**Measured:** 375 live reified neighbourhoods — 340 positive, **31 at zero**, 4 negative. Read as a count of things to be curious about, that says "four." Read correctly, it says four disagreements were lopsided enough to survive averaging, and the 31 zeros are where opposing sites cancelled.
It also explains why surfacing curiosity *looked like a search problem*. Once the signal is a per-region number, the only way to find sites is to enumerate regions — there is nothing local left to notice. An O(n) sweep is tolerable at 375 and impossible at a million, and more to the point, **nothing in a mind scans its neighbourhoods to find what is surprising.** The surprise captures attention; salience is bottom-up. A search asks "which of these is odd"; a mind has "something is odd *here*" for free.
So the disagreement goes back on the edge, where the loop that computed the aggregate already had both halves and discarded them:
```
discord = z(semantic proximity) z(association strength)
```
standardized within the region from accumulators already gathered — no second statistic, no constant, **no threshold**. `discord > 0`: near in meaning yet unlinked by use. `discord < 0`: linked by use yet far in meaning. Both are surprising, and `|discord|` *is* the nucleation strength; there is nothing to compare it against.
**Then there is nothing to scan.** The edge carries its own disagreement, activation crossing it encounters that directly, and `|discord|` raises salience on its endpoints as part of the same operation — no separate pass, no supervisor. Curiosity does not search for nucleation sites; it goes where salience already is, which is machinery that exists (`salience`, `background_activation`, `working_memory_weight`, `wm_anchor`).
`co_registration` is deprecated rather than deleted only because it is embedded in the persisted GEO1 blob; removing it is a format migration and must not ride along. **Nothing new may read it.**
Adjacent structure already present and likewise unread:
- `GeoEdge.eff_weight = weight * (1 + 0.5*hebb)` — grounding-weight and hebbian strength already coupled on one edge, per §1.
- `GeoMember.dist_centroid` + soft membership + `radius` + per-axis `extent` — the boundary of a neighbourhood, computable now.
*(Correction: `engram_boundary_beat` is NOT this boundary. It is the VBD decorated-function seam, counting `_eg_aff_boundary_ops`. Two senses of the word.)*
### 5.4 The drive
Boredom is not an absence, and not leftover capacity. **Low activation is aversive; the system self-activates.** It does not wind down to quiet — it gets restless and goes looking, which is why a daydream has content and direction rather than being decay from residue.
So there is **one activation process with two seed sources**, not two processes negotiating for a resource:
- **External** — a request, an input. Seeds activation, re-origins it.
- **Internal** — a curiosity. Seeds activation when nothing external is.
Spreading is bounded: it settles. Then it needs a new seed. Nothing waits on capacity, nothing polls, nothing checks a clock, and there is **no dreamer thread** — the earlier draft's "unclaimed capacity" was resource scheduling, which is a server's frame, not a mind's.
**Depth** is not elapsed idle time and not distance from a stimulus. It is how long activation has been running on its own seeds. A brief gap affords a shallow recombination; sustained quiet lets it run further. Sleep is where internal seeding dominates for longest, not where the process lives — daydreaming and sleep-dreaming are one process at different depths.
### 5.5 Non-circularity is temporal, not topological
An earlier draft posed "define a graph predicate for evidence not downstream of itself" as the hard problem. There is no predicate. You cannot recalibrate the ruler while measuring with it, so you don't — the reference frame updates while activation is internally seeded, not while it is being used to act. Independence is **when**, not **what**.
Reachability could never have worked: with hebbian edges the graph is densely connected, so it marks all evidence tainted and the constraint becomes a total block, which is where censorship started.
## 6. `keystone_write_blocked` — resolved, not replaced
"Keystone" means **load-bearing**, not precious. The self anchor is the reference frame every other stance calibrates against, and a reference fitted to its own readings reports perfect correspondence forever while drift becomes undetectable from inside. Same defect as circular grounding, one level up.
Three earlier drafts proposed *removing* it, *replacing it with a higher floor*, and *decomposing "protection" into five requirements*. All three proposed a mechanism for a requirement never stated. The requirement is **non-circularity of the reference frame**, and §5.2 satisfies it by *when*, not by *what* — so the flag becomes unnecessary rather than removed, and nothing takes its place.
**Corruption requires mutation, and the engram does not mutate.** Four of the five decomposed requirements are satisfied by the substrate: **recoverability** (the predecessor is always present), **governance** (supersession *is* the audit trail), **evidence quality** (grounding already gates assertion), **rate** (§5.3). **Authorization** is the only residue and is bounded — an unauthorized writer can *propose*, never erase.
> **In an immutable substrate, any mechanism that refuses a write is either redundant with immutability, or an epistemic constraint misfiled as a protective one.**
---
## 7. Consolidation has eleven implementations
The largest instance of the residue pattern in the system. Consolidation had no owner, so it was implemented at every site that needed a piece of it — *measured 2026-08-16*. **Eleven**, not the seven this section originally claimed: the table below omitted `POST /api/reify` (`server.el:1832`), and *reify* is on this document's own list of consolidation verbs. Note also that `route_tick` folds self-reify in (`server.el:639-646`), so `/api/tick` and `/api/self-reify-beat` overlap:
| where | what | when |
|---|---|---|
| `soul.el:731` | `awareness_run()` | **continuous, in-process, while serving** |
| engram | `/api/tick` | POST |
| engram | `/api/correspondence-beat` | POST |
| engram | `/api/self-reify-beat` | POST |
| engram | `POST /api/reify` | POST |
| `ai.neuron.engram-tick` | pokes the engram | every 600s — **and this is what kills it**, see below |
| `ai.neuron.compressor` | Python service | resident |
| `ai.neuron.council` | Python service | resident |
| `ai.neuron.cultivation-digest` | shell | **23:55** |
| `ai.neuron.world-integrator` | Python | **06:00** |
| `ai.neuron.self-review` | shell | **08:30** |
The last three times are **a sleep cycle implemented as crontab entries**. Someone understood it was consolidation and expressed it as three unrelated scheduled scripts in three languages, none aware of each other. Every name is a consolidation verb — compress, cultivate, digest, integrate, review, reify, beat. Three run in **Python, outside el**, so part of Neuron's consolidation does not run on his own substrate and cannot touch the geometry at all.
Per §5, they are wrong in **kind** as well as in number: a scheduled batch where dreaming should be ambient. And the POST beats put a supervisor back in — something outside decides when Neuron consolidates.
**`soul.el`'s continuous loop is the exception, and it is right.** Ambient consolidation in the gaps *is* daydreaming. It was not the offender; it was the only fragment with the correct shape, running on a broken foundation — shared mutable state with no owner, and six other systems dreaming into the same graph beside it.
**And the ticker is not merely a design smell — it is the murder weapon.** `engram-tick.sh:13` calls `curl -s -m10 POST /api/tick`; the beat exceeds 10s over 13,634 nodes, so **279 of 448 ticks returned empty**; the engram then writes to the dead socket and, with no SIGPIPE suppression anywhere in the runtime, is killed by signal 13. **254 restarts since 2026-08-13**, at intervals of 10m09s10m12s — `StartInterval 600` plus the client timeout. `launchd` KeepAlive restarts it, so it presents as a mysterious restart rather than a crash, and the log records nothing but `[http] listening on` 254 times. Fixed in #151 (survivability); the ticker itself is what must go.
**Which is the 2026-08-16 crash at the right level.** Not "read paths mutate the index" (mechanism) and not "duplicate canonical state" (structure), but: **seven systems dreaming into one graph with no owner for dreaming.** The contention was the symptom of the missing owner, not of any one system's behaviour.
Closing the loop: `self-review` fires at 08:30. The deploy was 08:29, the crashes ran 08:3008:31, and commit `fb32d15` landed at 08:46:43. **One fragment of dreaming woke on schedule and diagnosed the wreckage caused by the other fragments contending over the same graph.**
---
## 8. What this is for: the provenance of decisions
For any decision, reconstruct **what the grounding was at that moment, and what the relationship was between factual and relational at that moment.** Not a log — a log records the action. This records the *meaning under which it was taken*.
That makes an otherwise impossible distinction available: **wrong then, or wrong since.**
- Grounding strong, factual and relational aligned, and it has *since* moved → right on what was known. An accurate account, not an excuse.
- Grounding weak, or the angle already wide, and acted on anyway → a different failure, culpable in a different way.
It is structurally **anti-rationalization**: the old edge never leaves and the values frame does not fit to outcomes, so a decision cannot be made to look justified after the fact.
**Open:** activation is transient and nothing currently records which edges a given activation crossed. Timestamps plus the chain reconstruct what an edge's grounding *was*, but only if you know which edges to ask about. Either traces are recorded at decision time, or "the path" degrades to "the region" — which may not be enough to answer *why*.
---
## 9. The no-exemption invariants
Each of the day's defects was a specific correspondence *forbidden* from occurring:
1. **A returned value must be derivable from what produced it.** `magnitude: 1` beside a zero vector must be impossible to emit. `assert`'s `"still_held": true` is currently a **hardcoded literal**.
2. **Every write reports whether it landed.** *(`emb_set`, #141)*
3. **Every operation echoes what it actually operated on.** *(#147)*
4. **Degenerate results are labelled, not scored.** *(#147)*
5. **A serializer owes a valid document whatever it is handed.** *(#148 — three damaged labels made a 25,929,607-byte response undecodable; boundary validation produced 26,338,389 valid bytes)*
6. **No test without a negative control.** *(#148's first attempt passed on the unpatched build too)*
7. **No deploy without verifying the artifact carries the fix.** Nine instances in one session.
---
## 10. Application to the safety surface
A crisis surface built on censorship is the same object. A model that cannot learn about self-harm cannot ground whether a response was right — it can only execute rules it is forbidden to examine, cannot distinguish a genuine crisis from a false positive, and cannot discover it got either wrong, **because the feedback is exactly what has been censored.**
The reviewable question stops being *did it follow the rule* and becomes *what was it grounded in, and did fact and values agree at that instant.* That is also what a regulator or plaintiff asks: what the system knew, when, and on what basis — recorded as geometry at the time, unedited since.
---
## 11. Sequencing
Three connections between parts that already exist, then the rest.
1. **Seed *the* wonder questions.** Six nodes. Not a manifest, not maintained, never refilled. They cannot be derived — wonder cannot be bootstrapped from indifference — so they are given once. Zero question nodes exist in 13,630 today.
2. **Put the disagreement back on the edge** (`GeoEdge.discord`) and let `|discord|` raise salience on its endpoints as part of the same operation. Do NOT scan for nucleation sites — a sweep over regions is a supervisor, and the aggregate that made a sweep necessary is the defect.
3. **Let a curiosity seed activation.** One activation process, two seed sources (§5.4). No thread, no scheduler, no capacity check, no timer.
Then:
4. Grounding becomes the edge weight: multidimensional vector (§2), two axes (§3), timestamped. Delete `grounded-by` and `cog_ground_edge`.
5. Decay analytic from the last recorded point; derived values (§2) stop being stored.
6. Consolidation-gated supersession on salience, versioning the whole vector jointly.
7. Traversal on factual; `assert` on both floors with the per-value `min`.
8. Abduction as crystallization at a nucleation site, validated by re-fit: propose the candidate hub, re-fit the region with it included, recompute the residual. If the residual materially shrinks, the hypothesis dissolves the surprise. Without the re-fit it is clustering with extra steps. Ranking falls out as residual-reduction-per-added-axis — Occam, derived rather than tuned.
9. **One dreamer.** The launch-agent fragments and the POST beats fold in or are deleted. `soul.el`'s continuous loop is the shape they fold *into*.
10. **No tickers, no cron.** A brain has neither. Every `StartInterval`, every `Hour`/`Minute`, every POST-to-beat marks a place where an intrinsic rhythm was replaced by an external clock — a supervisor invented for something that should be a property. **The presence of a ticker is the diagnostic.**
11. Land §9 as gates rather than review habits.
## 12. Open questions, and what is inferred
- **Open:** whether decision provenance requires recording activation traces, or whether region + timestamp is sufficient (§8).
- **Open:** what accrues relational weight without circularity. Candidate: it accrues from **outcome** — the values regions are grounded in lived moments, so a relation earns relational weight when acting on it produced something corresponding to those moments. That keeps it out of the measurement loop and makes relational grounding necessarily slower than factual, which may be the same fact as §5.3 appearing twice.
- **Open:** context. A relation can hold in one situation and not another, and without something for it you get overgeneralization. It does not read as a dimension of the same vector — more like a conditioning, or separate edges sharing an identity. Making it a scalar dimension would repeat the `inhibitory` flattening.
- **Known wrong shape:** #147 fixed `ground`'s honesty — it no longer misreports which nodes it used and refuses circular support — but it still mints an edge and returns a float at an instant. It corrected a scalar rather than deleting the operation.
+169 -5
View File
@@ -29,6 +29,8 @@ This section is the **single source of truth** for what works and what is planne
- Lexer: keywords, identifiers, integer/float/string/bool literals, operators below.
- Parser: `let`, `return`, `fn`, `type`, `enum`, `import`, `from … import`, `while`, `for`, `if/else if/else`, `match`, `@decorator`, array/map literals, all listed operators, function calls, field access, index access, unary `!`/`-`, postfix `?`.
- Codegen: function definitions, top-level `main()`, all expression forms above, control flow, decorator-as-AST-attachment.
- Boundary seam: decorator arguments and stacking; VBD role enforcement via `#error`; `engram_boundary_beat` auto-emit at `@manager`/`@accessor` entry; `@route` dispatch tables (Section 9).
- Program-level declarative blocks: `cgi`, `service`, and `program` — the last carrying process identity and configuration (Section 18).
- C runtime: I/O, string operations, integer math, lists, maps, filesystem, command-line args, basic `json_get` substring lookup.
### Planned (in flight)
@@ -37,7 +39,7 @@ This section is the **single source of truth** for what works and what is planne
- **Match codegen.** Currently parsed; codegen does not emit. Adding `({ ... })` statement-expression emission.
- **`?` propagation.** Currently no-op. Adding nil-propagation semantics.
- **`cgi` block parsing.** Currently lexed (`cgi` is a keyword) but not parsed as a statement. Adding `parse_cgi_block` and codegen of `el_cgi_init` at the head of `main()`.
- **VBD role enforcement.** `@manager`/`@engine`/`@accessor` are accepted as decorators but not enforced. Adding compile-time check that `dharma_emit`/`dharma_field` only appear inside `@manager` functions.
- **Boundary epilogues.** The decorator seam injects a prologue only. Adding prologue/epilogue wrapping, the prerequisite for durability-as-an-effect (Section 19.1).
- **`vessel` keyword.** Replaces `package` in manifests. Adding to lexer.
- **Real `engram_*` runtime.** Currently stub. Adding in-process graph store with spreading activation, Hebbian strengthening, and disk persistence — see Section 16.4.
- **Real `dharma_*` runtime.** Currently stub. Adding network transport, channel registry, identity resolution.
@@ -96,8 +98,10 @@ The following words are reserved and cannot be used as identifiers. Each row not
| `while` | yes | Loop |
| `import` / `from` / `as` | yes | Module import |
| `true` / `false` | yes | Bool literals |
| `cgi` | planned | Top-level CGI declaration block |
| `manager` / `engine` / `accessor` | as decorators | VBD role marker on `fn` (enforcement planned) |
| `cgi` | yes | Top-level CGI declaration block |
| `service` | yes | Top-level capability-bounded declaration block |
| `program` | yes | Top-level cross-cutting declaration block (Section 18) |
| `manager` / `engine` / `accessor` | as decorators | VBD role marker on `fn`; enforcement and boundary auto-emit are live (Section 9) |
| `vessel` | planned | Manifest declaration (replaces `package`) |
| `activate` / `where` | planned | Spreading-activation construct |
| `sealed` | planned | Capability scope block |
@@ -446,9 +450,21 @@ Parsed. The module name is recorded; the brace-list is consumed. Both forms prod
fn handle(channel: String, msg: String) -> Void { … }
```
The `@` token followed by an identifier attaches a decorator name to the next `FnDef`. Decorators with structural meaning today: none. Planned enforcement (Section 16.2): VBD roles `@manager`, `@engine`, `@accessor`.
The `@` token followed by an identifier attaches a decorator to the next `FnDef`.
Non-VBD decorators are accepted and ignored.
**Decorators take arguments and they stack.** `@route("/p", "GET") @manager fn f()` attaches both to `f` as a `decorators` list of `{name, args}` records, topmost-first. Arguments are string literals only.
**Decorators have structural meaning today.** This is El's function-level boundary seam — the mechanism by which a cross-cutting concern is handled *at the boundary* rather than by a convention repeated at every call site:
| Decorator | Structural effect |
|---|---|
| `@manager` | Permits calls to `dharma_emit` / `dharma_field`. Calling either from a non-`@manager` fn emits a `#error` into the generated C — a compile-time failure, not a lint. |
| `@manager`, `@accessor` | Codegen injects one call to `engram_boundary_beat(<fn name>)` at function entry. The decorated op self-reports (chrono tick, afferent counter, self-activity strengthen, dharma bus event) with **zero** hand-written instrumentation in its body. |
| `@route(path, method, …)` | Records a route into a generated dispatch table. |
Decorators with no registered meaning are accepted and ignored.
**Limits of the seam, as it stands.** The injection is a *prologue only* — there is no epilogue, no wrapping of the call, and no way for a decorator to run code after the body returns. The injected callee is a fixed builtin chosen by the compiler, not derived from the decorator name or its arguments. Section 19 depends on lifting exactly these two limits.
---
@@ -1088,4 +1104,152 @@ The next minor version closes the implementation gaps named in this document. Tr
---
## 18. The Program Block — cross-cutting concerns [implemented]
### 18.0 Why this exists
A cross-cutting concern is one that belongs to the *process*, not to any function in it: only one of me may run; this is what my configuration is; every mutation must be durable; every request must be authorized.
El's units of encapsulation are the function and the module. Neither can hold a concern like that. So each one had been expressed the only way it could be — as a **convention**: *call this at every site.* Conventions of that shape do not hold. They are not enforced by anything, they are invisible in review, and they fail silently at the one site somebody forgot.
Measured in this codebase before this section existed:
| Concern | State | What the convention was |
|---|---|---|
| process identity | **zero** guards anywhere — no pidfile, no lock, no already-running check, at any layer | "check nothing is already running first" |
| configuration | **20** distinct environment variables in one program, each with its default written inline at the read site | "remember the right default here" |
| durability | **62** `persist_*` / `engram_save` / `wal_*` / `checkpoint` call sites | "after you mutate, remember to persist" |
| request auth | **10** per-route `_auth` checks | "check the token in this handler too" |
These are not four problems. They are one absence, four times.
That the convention form fails is observed, not predicted. Process identity failed three times in a single day: twice, two engram processes ran simultaneously against the same data directory; twice, a stale binary held a port and answered probes while a fresh build was believed to be under test, because `pkill -f` had silently failed to match its argv — which nearly produced a false "the fix does not work" conclusion. Configuration failed structurally: `ENGRAM_DATA_DIR` was read at six sites, five of them dead bindings, and the sixth defaulted to `/tmp/engram` — contradicting the canonical resolver's `$HOME/.neuron/engram` and landing a pre-destructive safety backup on ephemeral storage.
The `program` block is where a concern of this shape is declared once and enforced by the compiler at the process boundary.
### 18.1 Syntax
```
program "engram" {
singleton: "engram"
env ENGRAM_BIND: String = ":8742"
env GUIDE_PORT: Int = "8771"
env ENGRAM_API_KEY: String required
}
```
At most one `program` block per program. It composes with `cgi` and `service` — those declare what a program *may do*; `program` declares what a program *is*.
Grammar:
```ebnf
program_block = "program" string "{" { program_field } "}" ;
program_field = singleton_field | env_field ;
singleton_field = "singleton" ":" string [ "," ] ;
env_field = "env" ident ":" type
[ "=" string ] [ "required" ] [ "," ] ;
```
`singleton` and `env` are **not** reserved words. They are read as identifier token values by the block's own parse loop, so they remain usable as ordinary identifiers everywhere else. `program` is the only keyword this section adds.
### 18.2 Process identity — `singleton`
`singleton: "id"` compiles to an `el_singleton_acquire("id")` call injected as the **first statement of `main()`**, before any user statement runs.
The runtime takes an exclusive non-blocking `flock` on `<dir>/el-singleton-<id>.lock`, where `<dir>` is `$EL_SINGLETON_DIR`, else `$TMPDIR`, else `/tmp`. On success it writes its pid and holds the descriptor open for the life of the process. On contention it **refuses to start**: it reports the holder's pid, names the lock file, and exits 1.
Two properties are deliberate:
- **It is a lock, not a pidfile.** The kernel releases an `flock` when the owning process dies — including on `SIGKILL` and on crash. There is therefore no stale-lock state, and so no "delete the lock file to get unstuck" recovery ritual. Such a ritual would itself be a convention, which is the thing this section exists to remove.
- **It reports the holder's pid.** "Already running" is not actionable. A pid is. This is the direct answer to the observed failure where a stale process survived a `pkill` and went on answering probes.
Refusal is loud and total. It is not a warning, and the program does not continue degraded. This matters more than it looks: today a second engram whose `bind()` fails merely *returns* from `http_serve` — after it has already replayed the WAL and written boot-time backup files — and then exits **0**, indistinguishable from a clean run. `singleton` refuses before the first side effect.
### 18.3 Configuration — `env`
Each `env` entry declares one configuration variable: its name, its type (`Int` or `String`), and either a default or `required`.
Resolution happens once, at startup, in declaration order: **the environment wins; the declaration supplies the fallback.** Then `el_config_validate` checks the whole schema and reports *every* problem at once before exiting — a startup that fails one variable at a time costs one restart per variable.
Values are read with `config("NAME")`, which returns a `String`.
The enforcement that makes the declaration real: **once a program block exists, `config("X")` for an undeclared `X` is a fatal error.** Without that, the schema would be advisory, and an advisory schema is just another convention. Programs with no `program` block are unaffected — `config()` falls back to a plain environment read, so migration is incremental and per-program.
The point is not that configuration is now centralized. It is that **a default is no longer a decision made at a read site.** A read site cannot disagree with another read site about what a variable means, because a read site no longer says.
### 18.4 What is deliberately not declared here
Some values look like configuration and are not. `ENGRAM_DATA_DIR` already has a single owner — `engram_resolve_data_dir()`, which resolves it, creates the directory, and fails loud rather than silently persisting to an ephemeral path. Declaring it in the `program` block as well would give it two owners that can disagree, recreating the precise defect this section removes.
The rule: **a variable belongs in the program block when the block would be its only owner.** If a resolver already owns it, leave it there.
`HOME` is likewise not configuration. It is an environment fact, and stays a raw `env()` read.
---
## 19. Boundary Effects — durability and request authorization [design only, not implemented]
Sections 19.1 and 19.2 specify the two remaining concerns from the table in 18.0. Both are **designed and deliberately unimplemented.** The reason is stated in 19.3 and it is not difficulty.
### 19.1 Durability as an epilogue effect
**The defect.** 62 call sites carry the convention *"after you mutate, remember to persist."* This is structurally the same defect as the index bug being fixed elsewhere in this tree — *"after you append, remember to index"* — which failed at **9 of 9** sites. A convention that failed at 100% of its sites is the strongest available evidence about what this class of convention is worth.
**Why the existing seam cannot express it.** §9's injection is a prologue. Durability is inherently an *epilogue*: persist after the mutation succeeds, and not at all if it threw. The seam has no epilogue.
**Design.** Extend the decorator seam from prologue-only to prologue/epilogue, then declare durability as an effect on the mutating function:
```
@durable("engram")
fn engram_write_node(id: String, body: String) -> Bool { … }
```
Codegen wraps rather than prefixes:
```c
el_val_t engram_write_node(el_val_t id, el_val_t body) {
el_effect_enter(EL_STR("durable"), EL_STR("engram"));
el_val_t __r = /* original body */;
el_effect_exit(EL_STR("durable"), EL_STR("engram"), __r);
return __r;
}
```
`el_effect_exit` is where the persist happens, and it is the only place it happens. Two properties follow that the 62 hand-written sites cannot have:
- **Coalescing.** The epilogue is a single choke point, so N mutations inside one request can produce one fsync instead of N. The hand-written form cannot coalesce, because no site knows about the others.
- **Failure is not silent.** A persist that fails inside `el_effect_exit` can force the mutation's return value to failure. A forgotten `persist_*` call cannot fail — it simply does not happen, which is exactly why the defect is invisible.
**Enforcement, and this is the part that actually fixes it.** Mirroring §9's `#error` for `dharma_emit`: a function that calls a mutating primitive without carrying `@durable` is a **compile error**. Otherwise this is a 63rd thing to remember rather than a replacement for 62.
### 19.2 Request authorization as a route effect
**The defect.** 10 per-route `_auth` checks. The HTTP layer has no concept of authorization, so a new route is unauthenticated by default and silently so — the failure mode is a route that forgot, and nothing anywhere reports it.
**Design.** Authorization becomes an argument to the `@route` decorator, which already takes arguments and already builds a dispatch table:
```
@route("/api/write", "POST", auth: "required")
fn route_write(body: String) -> String { … }
```
The generated dispatcher performs the check **before** dispatch, so an unauthorized request never reaches the handler and the handler contains no auth code at all.
The default must be `required`. A route that says nothing gets authorization; opening one up takes an explicit `auth: "public"`. Defaulting to public preserves the current failure mode exactly — forgetting stays silent — and a default that preserves the defect is not a fix.
Route inventory falls out for free: the dispatch table already exists, so the compiler can emit the full route/auth matrix and make "which routes are public" a fact that is read rather than audited.
### 19.3 Why these are not implemented
Not difficulty — **collision**. Both land squarely in regions two other agents hold right now:
- **Durability** requires changing the mutation and persist paths in `lang/runtime/el_runtime.c` and `engram/src/server.el` — the same files and the same read/write paths being restructured by concurrent work on VIndex read-path mutation and memory ownership, and on geometry-as-an-el-value and `transduce`.
- **Request auth** requires changing route dispatch in `engram/src/server.el`, which the geometry/`transduce` work is actively reshaping.
Implementing either now would mean editing files under concurrent modification and resolving conflicts in exactly the paths whose correctness is currently under repair. The designs are recorded here so the work is not lost, and so that whoever lands them does so against a settled tree.
The prerequisite for 19.1 is the same in both cases: **lift the §9 seam from prologue-only to prologue/epilogue.** That change is independent of both collisions and can land first.
---
End of specification.
+180
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@@ -0,0 +1,180 @@
# El Runtime — Ownership and Capability ABI
**Status:** §0–§2 verified. §3 re-derived and **built** for the vector index (2026-08-16); not yet applied to the resident RAM graph.
**Date:** 2026-08-16
**Scope:** `lang/runtime/` — every El program (soul, engram, cgi-studio vessels) inherits this by rebuild. Nothing in this document is a change to any El *program*.
**Note on §1's line numbers:** they were read against a checkout that has since shifted by ~135 lines. Verified positions as of `a67452f` are in §2a.
---
## 0. The residual
> **Builtins own memory and reach process state directly.**
That is the residual — the generator. Everything below labelled a "residue" is a deposit left by it. The distinction matters because we have spent significant effort removing deposits, and deposits regenerate.
A residue is fixed. A residual is eliminated. Fixing residues while the residual stands produces exactly the pattern observed on 2026-08-15/16: a run of individually-correct patches, each verified, followed by a new defect of the same shape in a different file.
---
## 1. The residues, measured
Each of these is a distinct merged or proposed fix. Each addresses one deposit. None addresses the residual.
| residue | location | fix that was applied or proposed |
|---|---|---|
| `state_get` leaked its return value per call — 15 MB over 200k calls | builtin | el #140 (merged) |
| VIndex freed under a concurrent reader | `el_runtime.c:9424` | `fb32d15` guard (merged 08:46:43) |
| `_eg_vindex_seen` realloc'd on a read path | `el_runtime.c:9412` | same guard |
| `vindex_insert` on a read path | `el_runtime.c:9434`, `9450` | same guard |
| shared `visited` / epoch scratch stomped by concurrent searches | `engram_vindex.c:7981`, `169186`, `195` | proposed: move to per-search frame |
| nine append sites, none indexing → lazily-embedded nodes invisible | `el_runtime.c:7806, 7988, 8148, 8224, 11526, 11731, 12050, 15295, 15312` | "embed-gap #20", patched by making the *read* path catch up (`9439` comment) |
**Measured:** all file/line references above, read 2026-08-16. Crash frames `engram_activate → eg_vindex_sync → vindex_insert → _realloc → _xzm_xzone_malloc_freelist_outlined` are accounted for by rows 24.
**Inferred, not yet verified:** that the nine append sites do not share a single commit point. This needs one pass before Change C is sized.
---
## 2. Why these are one defect
`eg_vindex_sync` (`el_runtime.c:9419`) has exactly three callers, and **all three are reads**:
- `engram_activate``9802`
- `eg_knn_for_node``13075` (its own header comment states *"No writes."*)
- `engram_geo_reify_run_json``13285`
It mutates five process-global statics (`94009404`): `_eg_vindex`, `_eg_vindex_dim`, `_eg_vindex_built_nc`, `_eg_vindex_seen`, `_eg_vindex_seen_cap`.
Reads mutate because index maintenance was never given an owner on the write side. It got bolted onto reads, because a builtin *could* reach the globals — nothing prevented it. Likewise `state_get` leaked because a builtin *owned* the value it returned; nothing prevented that either.
The store is architecturally append-only and superseding. A read path that mutates contradicts that directly. The contradiction is expressible only because the ABI permits it.
---
## 2a. Verified positions and the fact §1 missed
Read directly at `a67452f`, 2026-08-16. §1's line numbers predate a ~135-line shift; these are current.
| thing | §1 said | actually |
|---|---|---|
| five process-global statics | 94009404 | **95359539** |
| `eg_vindex_seen_ensure` realloc | 9412 | **9547** |
| `eg_vindex_sync` | 9419 | **9554** |
| `vindex_free` on a read path | 9424 | **9559** |
| `vindex_insert` on a read path | 9434 / 9450 | **9569** (build) / **9585** (incremental) |
| caller: `engram_activate_inner` | 9802 | **9939** |
| caller: `eg_knn_for_node` | 13075 | **13212** |
| caller: `engram_geo_reify_run_json` | 13285 | **13422** |
| `fb32d15` guard | — | lock **1602**, depth **1631**, `eg_guard_enter` **1636**, `http_worker` acquire **1687**, `engram_activate` wrapper **14097** |
| VIndex scratch fields | 7981 | **7981** ✓ |
| `search_layer` race site | 195 | **195** ✓ |
**The structural fact §1 and §3 both missed:** *the index does not inherit the store's append-only property.* `vindex_insert` rewires the `NeighList` links of already-existing elements and reallocs `elems[]` — so extending the index mutates the whole structure, not just its tail. This is why "make reads pure" is necessary but **not sufficient**, and why §3 needed a publication boundary rather than only a capability split. It is reproduced as a standing test (`unsynchronized` half, §5).
---
## 3. The change
*(Re-derived 2026-08-16. The previous §3 — a runtime context struct carrying read/write **capability pointers** to every builtin — was written in mutable-store, C-ownership terms. It asked "who is permitted to mutate the shared thing?", which presupposes a shared mutable thing. The engram is immutable and recall is projection; what does not mutate needs no ownership discipline. So the question is not answered, it is dissolved. The implemented change is below.)*
### 3.1 Three moves, in decreasing order of how much they dissolve
**(1) Misfiled scratch is not shared state.** `visited` / `visit_epoch` were never conceptually owned by the index — they are one traversal's local, hoisted into `struct VIndex` as an allocation optimisation. Nothing about them is derived geometry. They want neither a lock nor a capability nor a checkout pool: a pure function's scratch belongs to its call frame, and the fix is to put it back there. This is not "the capability model applied by hand to one global"; it is the deletion of a false ownership claim.
**(2) `const` is the capability, and immutability hands it over for free.** Once the scratch leaves the struct, `search_layer` reads the index and nothing else — so `vindex_search` can take a `const VIndex*`. That is *precisely* the teeth old-§3 wanted from capability pointers: a read path physically cannot call `vindex_insert`, and it is a **compile error**, not a review comment. It costs one qualifier rather than a new ABI swept across hundreds of builtins. The compiler enforces it on every future caller for the same reason.
> The capability type was already in the language. It is spelled `const`.
**(3) What remains is a publication problem, not an ownership problem.** With scratch in the frame and reads const, one hazard survives, and it is real: **HNSW insert is not an append.** `vindex_insert` rewires the `NeighList` links of *already-existing* elements and reallocs `elems[]`. The store's append-only property does **not** transfer to the index derived from it. So a reader projecting against the index while its owner extends it is unsafe no matter how pure search is.
Immutability answers this too, and the answer is publication:
- **`eg_vindex_maintain`** — the sole mutator. Takes the boundary exclusively; never runs beside a reader.
- **`eg_vindex_view`** — returns a `const VIndex*` with the boundary held for read. N readers project concurrently; none can mutate.
A read path may **demand that a current snapshot exist** — that is a request to the owner, not a mutation by the reader. What it may not do is mutate the geometry it is projecting against. `view` / `maintain` is exactly that split, and it is why this replaces `eg_vindex_sync` rather than wrapping it.
**Write-side owner.** Index membership is owned by the event *"an embedding became present on this ordinal"* — not by node append, since a node without an embedding cannot be in a vector index at all. `eg_vindex_note_embedded` hooks the embedding-assignment sites: one O(log n) insert, no O(node_count) presence scan. This also retires the "STALENESS (honest tradeoff)" note in the old `eg_vindex_sync`, where a lazily-embedded *older* node stayed invisible to `route_nearest` / autoconnect until the next full rebuild.
### 3.2 What this does not claim
The **resident RAM graph** (`g->nodes` / `g->edges`) is a *separate* residue of the same residual and is untouched by this change. It is realloc'd in place (`el_runtime.c:7618`, `7629`), so an awareness-thread reader holding `EngramNode* n = &g->nodes[i]` across a concurrent append holds a dangling pointer — and `engram_activate_inner`'s embed-backfill writes `n->emb` through exactly such a pointer. It wants the same publication treatment the index just received. Until that lands, the `fb32d15` guard stays (see §5).
---
## 4. Why this is not a large change
The old §4 argued that El owning its compiler makes a capability-ABI sweep mechanical, since `elc` generates every builtin call site. That argument was load-bearing only for the ABI, and the ABI is gone.
The constraint now travels with the **type of the thing**, not the shape of every call site — so no sweep is needed at all. Measured extent of the implemented change: two qualifiers (`const VIndex*` on `vindex_search`, propagated to `engram_geometry_descriptor` and `engram_geo_reify_store`), one struct field group relocated to a call frame, one rwlock, and three read call sites converted from `eg_vindex_sync` to `view`/`release`.
The payoff of owning the language is unchanged and is now *cheaper*: introduced once, enforced by the compiler on every future builtin, cannot subsequently be forgotten. Contrast the current state, where the same discipline was maintained by hand across hundreds of builtins and demonstrably failed at least six times.
---
## 5. What this deletes
**Deleted (done, 2026-08-16):**
- `eg_vindex_sync` — the function itself. Not renamed: split into `eg_vindex_maintain` (mutating, exclusive, sole owner) and `eg_vindex_view` (const, shared). A name that meant "read paths repair the index" had to stop existing.
- `VIndex::visited` / `visit_epoch` / `visited_cap` — the struct fields, `visited_ensure`, its call from `elems_reserve`, `ix->visit_epoch = 0` in `vindex_create`, and `free(ix->visited)` in `vindex_free`.
- The **proposed** per-search scratch *struct on the index* (a checkout pool / `VisitedListPool`) — never built. The buffer is a plain frame local; a pool is machinery for an ownership question that no longer exists.
- The **proposed** reader-view / owner-handle split for VIndex specifically — superseded. `const` already is the reader view.
- `EXPECT_RACE` in `run_vindex_concurrency_tests.sh` — a knob that let a known defect ride as "expected". Replaced by four halves with real verdicts.
**NOT deleted — the design doc was wrong about this one:**
- `fb32d15` (`eg_guard_enter` / `engram_req_lock` / `_eg_req_depth`). §5 originally called for its removal as "a lock protecting a mutation that ceases to exist." **Measured, it guards two things, and only one of them ceases to exist.** Its own comment names both: the RAM graph *and* `_eg_vindex`. The vindex justification is retired; the RAM-graph justification is independently load-bearing (§3.2), and removing the guard reintroduces the measured 11171→9579 edge-loss defect from 2026-08-14. Its comment has been narrowed to state the RAM graph only. **Precondition for deleting it:** the resident graph gets the same publication boundary the index just got.
- el #140's hand-patch. Left in place — the leak stops being *expressible* only under the abandoned capability-ABI §3, which is not what was built.
**Ordering consequence (revised):** the original ordering claim — "the residual lands first, the residues evaporate rather than get fixed" — did not survive contact. The residual here is not a single ABI that dissolves everything at once; it is a *property* (derived state is published, never edited) applied per structure. The index now has it. The RAM graph does not yet. Residues evaporate **per structure, in the order the property is applied**, and a residue whose structure has not been converted must be left standing, not deleted on the strength of the plan.
---
## 6. Sequencing
1. **Read** how builtins are declared and dispatched, to confirm the call sites are compiler-generated in one place. *(This determines whether §4 holds. If dispatch is scattered, re-size before proceeding.)*
2. Introduce the context type and capability types.
3. Codegen emits the context at every builtin call site.
4. Mechanical sweep of builtin signatures.
5. Move index maintenance behind the write capability; the three read callers take the read capability.
6. Delete the residue-fixes listed in §5.
7. **One** build of soul from el dev — which resolves the `state_get` leak and the crash together, rather than deploying a leak fix that reintroduces the crash.
---
## 7. Open questions
**Answered 2026-08-16:**
- ~~Do the nine append sites share a commit point?~~ **Moot.** The question was mis-aimed: node append is not the event that owns index membership, because a node without an embedding cannot be in a vector index. The five *embedding-assignment* sites are the real owner points (`el_runtime.c:7091, 9839, 13362, 15002`, plus snapshot-restore at `7951`), and three of them carry the ordinal directly — which is all `eg_vindex_note_embedded` needs. The other two run before the node is resident, where the cold build picks it up.
- ~~Does anything outside `lang/runtime/` construct a second `VIndex`?~~ **No.** Swept: the only constructors outside the runtime are `engram/test/*` and `lang/runtime/vindex_bench.c`, all single-threaded and index-private. Inside the runtime, `engram_self_reify_beat_json` builds a **private** index deliberately and never touches the shared boundary — that was already correct and is unchanged.
- ~~Does the HTTP worker pool contend on the same globals?~~ **Yes, and it was never the whole story.** Workers serialize against each other on `engram_req_lock`, but the awareness main thread does not take it at all — that is the gap `fb32d15` closed. Now verified independent of that guard: the index boundary is its own rwlock, so worker/awareness contention on `_eg_vindex` is handled whether or not the request lock is held.
**Still open:**
- The resident RAM graph wants the same publication boundary (§3.2). Until it has one, `fb32d15` cannot be deleted.
- `eg_vindex_view` holds the boundary for read across `engram_geo_reify_store`, which is a long pass. Correct, but it stalls the owner for that duration. If reify latency becomes a problem the answer is a refcounted snapshot, not a shorter lock.
---
## 7a. Evidence (measured 2026-08-16, `engram/test/run_vindex_concurrency_tests.sh`)
| half | before | after |
|---|---|---|
| `single` — 3000 vectors, 1 thread, ASan+UBSan | clean | clean |
| `readers` — 4 readers, no writer, TSan | **race** at `engram_vindex.c:195` (`visited_reset``vindex_search`) | **clean** |
| `unsynchronized` — writer+reader, bare index, TSan | race | **race, expected and permanent** — now the proof the boundary must exist |
| `published` — owner + 4 readers through the boundary, TSan | *(did not exist)* | **clean**, all 3000 inserts landed |
No recall regression: `recall@10 = 0.9365` at `ef_search=128` (gate ≥ 0.90); the determinism test still yields byte-identical results across two independent builds.
Builds locally: all seven engram runtime translation units compile `-Wall -Wextra` clean, and the full engram binary links (`engram/dist/engram.c` + runtime, arm64). The one pre-existing `-Wcomment` warning in `el_runtime.c` is present at `a67452f` too.
---
## 8. What this document is not
It is not an argument for a memory model in general, a garbage collector, process isolation between soul and engram, or a client/server split of the store. Each of those was considered and each addresses mutation that this change removes. They are answers to a question that stops being asked.
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// fitprobe.el controlled growth-curve specimens for validating the complexity fitter.
//
// Three deliberately-shaped workloads. None depends on a real defect existing,
// which is the point: the fitter must be provable against KNOWN curves.
//
// linear one allocation per item. count O(n), bytes O(n), time O(n)
// accum rebuilds its accumulator. count O(n), bytes O(n^2), time O(n^2)
// compute nested arithmetic, no alloc. count O(1), bytes O(1), time O(n^2)
//
// `compute` is the specimen that matters. It is the shape of el #132
// (strlen-per-character inside str_char_code): pure CPU, zero allocation.
// An allocation-only gate is structurally blind to it.
//
// No imports uses runtime builtins directly so nothing collides.
fn work_linear(n: Int) -> Int {
let parts: [String] = native_list_empty()
let i: Int = 0
while i < n {
let parts = native_list_append(parts, int_to_str(i))
let i = i + 1
}
return native_list_len(parts)
}
fn work_accum(n: Int) -> Int {
let acc: String = ""
let i: Int = 0
while i < n {
let acc = acc + "x"
let i = i + 1
}
return str_len(acc)
}
fn work_compute(n: Int) -> Int {
// str_char_code is an opaque external call, so the C optimiser cannot
// reduce this nest to a closed form the way it does with `total + 1`.
// This is the exact shape of el #132: n scans over n characters, pure
// CPU, ZERO allocation.
let s: String = "abcdefghij"
let total: Int = 0
let i: Int = 0
while i < n {
let j: Int = 0
while j < n {
let total = total + str_char_code(s, 0)
let j = j + 1
}
let i = i + 1
}
return total
}
fn run_one(mode: String, n: Int) {
let c0: Int = el_alloc_count()
let b0: Int = el_alloc_bytes()
let t0: Int = el_now_instant()
let r: Int = 0
if str_eq(mode, "linear") { let r = work_linear(n) }
if str_eq(mode, "accum") { let r = work_accum(n) }
if str_eq(mode, "compute") { let r = work_compute(n) }
let t1: Int = el_now_instant()
let c1: Int = el_alloc_count()
let b1: Int = el_alloc_bytes()
println(mode + "\t" + int_to_str(n)
+ "\t" + int_to_str(c1 - c0)
+ "\t" + int_to_str(b1 - b0)
+ "\t" + int_to_str((t1 - t0) / 1000)
+ "\t" + int_to_str(r))
return
}
fn sweep(mode: String) {
run_one(mode, 200)
run_one(mode, 400)
run_one(mode, 800)
run_one(mode, 1600)
return
}
fn main() -> Int {
println("mode\tn\tallocs\tbytes\tusec\tsink")
sweep("linear")
sweep("accum")
sweep("compute")
return 0
}
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import "../../runtime/eltest.el"
import "../../runtime/elbench.el"
// test_elbench.el proves the growth-curve classifier against KNOWN curves.
//
// Every series below is real measured data from lang/tests/bench/fitprobe.el
// on a geometric sweep n = 200/400/800/1600. The classifier must be provable
// without depending on a live defect existing, which is the whole point of
// keeping controlled specimens.
fn _s4(a: Int, b: Int, c: Int, d: Int) -> [Int] {
let l: [Int] = native_list_empty()
let l = native_list_append(l, a)
let l = native_list_append(l, b)
let l = native_list_append(l, c)
let l = native_list_append(l, d)
return l
}
test "classifies a linear allocation series as O(n)" {
// fitprobe `linear`, allocation count
let v = _s4(208, 409, 810, 1611)
assert elb_measured_curve(v, 10) == 2, "linear allocs should classify O(n)"
}
test "classifies a linear byte series as O(n)" {
// fitprobe `linear`, allocation bytes
let v = _s4(4786, 9682, 19474, 39658)
assert elb_measured_curve(v, 10) == 2, "linear bytes should classify O(n)"
}
test "classifies a quadratic byte series as O(n^2)" {
// fitprobe `accum`, allocation bytes -- the accumulator-rebuild shape
let v = _s4(20300, 80600, 321200, 1282400)
assert elb_measured_curve(v, 10) == 4, "accum bytes should classify O(n^2)"
}
test "accumulator count is linear -- proves count alone misses it" {
// Same run as above. The COUNT is exactly linear while bytes are
// quadratic. A count-only gate passes this defect clean.
let v = _s4(200, 400, 800, 1600)
assert elb_measured_curve(v, 10) == 2, "accum count classifies O(n)"
assert elb_gate(v, 2, 10) == 0, "count-only gate PASSES the quadratic"
}
test "classifies a quadratic time series as O(n^2)" {
// fitprobe `compute` -- el #132's shape: n scans over n characters
let v = _s4(67, 205, 818, 3268)
assert elb_measured_curve(v, 10) == 4, "compute time should classify O(n^2)"
}
test "REFUSES an all-zero series instead of calling it O(1)" {
// fitprobe `compute` allocation count. Pure CPU, allocates nothing.
// Reporting O(1) here would be a confident answer with nothing behind it.
let v = _s4(0, 0, 0, 0)
assert elb_gate(v, 2, 10) == 3, "all-zero series must be REFUSED"
assert elb_measured_curve(v, 10) < 0, "unclassifiable returns -1"
}
test "REFUSES an implausibly flat series" {
// The shape produced when clang closes a loop to a multiply: a real
// answer, no work done, no movement across an 8x input range.
let v = _s4(1000, 1001, 1002, 1003)
assert elb_gate(v, 2, 10) == 3, "hard-flat series must be REFUSED"
}
test "gate FAILS a quadratic declared as linear" {
let v = _s4(20300, 80600, 321200, 1282400)
assert elb_gate(v, 2, 10) == 1, "O(n^2) measured vs O(n) declared must FAIL"
}
test "gate PASSES a linear series declared as linear" {
let v = _s4(208, 409, 810, 1611)
assert elb_gate(v, 2, 10) == 0, "O(n) measured vs O(n) declared must PASS"
}
test "gate reports BETTER when measured beats the declared bound" {
let v = _s4(208, 409, 810, 1611)
assert elb_gate(v, 4, 10) == 4, "O(n) measured vs O(n^2) declared is BETTER"
}
test "gate reports INDETERMINATE on disagreeing ratios" {
// fitprobe `linear` WALL TIME at these sizes: 26/19/43/78 microseconds.
// Ratios 0.73, 2.26, 1.81 disagree well past the noise threshold. The
// honest answer is "cannot tell", not a classification -- this is exactly
// why benchmarks need auto-scaled iteration counts rather than one shot.
let v = _s4(26, 19, 43, 78)
assert elb_gate(v, 2, 10) == 2, "disagreeing ratios must be INDETERMINATE"
}
test "black_box is a real barrier and returns its input" {
assert el_black_box(42) == 42, "black_box is value-preserving"
let s: Int = 0
let i: Int = 0
while i < 100 {
// Bind the call before using it in arithmetic: `x + call(...)`
// lowers to el_str_concat() on integers. Same inference defect
// as `call(...) == y` lowering to str_eq().
let bx: Int = el_black_box(1)
let s = s + bx
let i = i + 1
}
assert s == 100, "black_box does not disturb the computation"
}
test "curve names round-trip" {
assert elb_curve_from_name("O(n)") == 2, "O(n) parses"
assert elb_curve_from_name("O(n^2)") == 4, "O(n^2) parses"
assert str_eq(elb_curve_name(4), "O(n^2)"), "O(n^2) renders"
assert elb_curve_from_name("O(nonsense)") < 0, "unknown curve is -1"
}
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import "../../runtime/eltest.el"
import "../../runtime/elbench.el"
// test_lexer_scaling.el THE ARMED GATE.
//
// This is the regression test that would have caught el #132.
//
// #132 was a strlen() inside str_char_code() and str_slice(). The lexer walks
// source one character at a time, so every character access rescanned the whole
// remaining input: O(n) per character over n characters = O(n^2). It shipped for
// months. It was found by a geometric sweep, not by reading code.
//
// So this test IS a geometric sweep. It scans a string of length n, character by
// character, at four doubling sizes, and asserts the cost is linear. If anyone
// reintroduces a per-character rescan in str_char_code, in str_slice, in any
// accessor the lexer leans on the measured curve becomes O(n^2) and this fails.
//
// The value is in it being ARMED, not in it currently failing. It passes today
// because #132 is fixed. That is the correct state for a regression gate.
//
// Note the deliberate `let c: Int = str_char_code(...)` binding in the scan loop.
// Inlining it as `total + str_char_code(s, i)` lowers to el_str_concat() on
// integers the Plus arm of the operator-typing family, still open at the time
// of writing. Binding first is the safe form.
// _mk_string build a string of length >= n by DOUBLING.
//
// Deliberately not `s = s + "x"` n times: that is itself quadratic in bytes and
// would contaminate the very measurement this test exists to take. Doubling
// allocates ~2n total.
fn _mk_string(n: Int) -> String {
let s: String = "abcdefgh"
while str_len(s) < n {
let s = s + s
}
return s
}
// _scan walk the string one character at a time, REPS times.
//
// This is the lexer's access pattern reduced to its essential shape. The
// repetitions lift the measurement clear of timer resolution; without them the
// smaller sizes land in noise and the classifier correctly reports
// INDETERMINATE rather than guessing.
fn _scan(s: String, n: Int, reps: Int) -> Int {
let total: Int = 0
let r: Int = 0
while r < reps {
let i: Int = 0
while i < n {
let c: Int = str_char_code(s, i)
let total = total + c
let i = i + 1
}
let r = r + 1
}
return total
}
// _measure_scan microseconds for a full scan sweep point.
fn _measure_scan(n: Int, reps: Int) -> Int {
let s: String = _mk_string(n)
// WARMUP, discarded. Without it the small-n end of the sweep is dominated
// by cold caches and reads as superlinear on genuinely linear work --
// measured ratios 3.37 2.92 1.76 1.65 on exactly this workload.
let w: Int = _scan(s, n, 2)
let wj: Int = el_black_box(w)
let t0: Int = el_now_instant()
let got: Int = _scan(s, n, reps)
let t1: Int = el_now_instant()
// Feed the result through the barrier so the scan cannot be elided.
let sink: Int = el_black_box(got)
if sink == 0 { println("") }
return (t1 - t0) / 1000
}
fn _series4(a: Int, b: Int, c: Int, d: Int) -> [Int] {
let l: [Int] = native_list_empty()
let l = native_list_append(l, a)
let l = native_list_append(l, b)
let l = native_list_append(l, c)
let l = native_list_append(l, d)
return l
}
test "character scan is LINEAR in time -- regression gate for el #132" {
let reps: Int = 40
let t1: Int = _measure_scan(16384, reps)
let t2: Int = _measure_scan(32768, reps)
let t3: Int = _measure_scan(65536, reps)
let t4: Int = _measure_scan(131072, reps)
let series: [Int] = _series4(t1, t2, t3, t4)
let verdict: Int = elb_gate(series, 2, 50)
let measured: Int = elb_measured_curve(series, 50)
// Report the actual numbers regardless of outcome. A gate that fires
// without showing its evidence is just an assertion.
println(" scan us: " + int_to_str(t1) + " " + int_to_str(t2) + " "
+ int_to_str(t3) + " " + int_to_str(t4)
+ " -> " + elb_curve_name(measured) + " [" + elb_verdict_name(verdict) + "]")
// PASS (0) or BETTER (4) are both acceptable. FAIL (1) means someone
// reintroduced superlinear per-character cost. REFUSED (3) or
// INDETERMINATE (2) mean the measurement is untrustworthy -- which is
// also a failure of this test, deliberately: a gate that cannot measure
// must not report success.
assert verdict == 0 || verdict == 4, "character scan must measure O(n) or better"
}
test "string building by doubling stays linear in allocated bytes" {
let b1: Int = el_alloc_bytes()
let s1: String = _mk_string(8192)
let b2: Int = el_alloc_bytes()
let s2: String = _mk_string(16384)
let b3: Int = el_alloc_bytes()
let s3: String = _mk_string(32768)
let b4: Int = el_alloc_bytes()
let s4: String = _mk_string(65536)
let b5: Int = el_alloc_bytes()
let series: [Int] = _series4(b2 - b1, b3 - b2, b4 - b3, b5 - b4)
let verdict: Int = elb_gate(series, 2, 1000)
let measured: Int = elb_measured_curve(series, 1000)
println(" bytes: " + int_to_str(b2 - b1) + " " + int_to_str(b3 - b2) + " "
+ int_to_str(b4 - b3) + " " + int_to_str(b5 - b4)
+ " -> " + elb_curve_name(measured) + " [" + elb_verdict_name(verdict) + "]")
assert verdict == 0 || verdict == 4, "doubling build must be O(n) in bytes"
assert str_len(s4) >= 65536, "final string reached the requested size"
}
// _scan_quadratic a DELIBERATELY quadratic scan: for each position, rescan
// from the start. This is precisely what el #132 did strlen() from offset 0
// on every character access reproduced here so the gate can be proven to
// FIRE, not merely to pass on healthy code. An unproven gate is decoration.
fn _scan_quadratic(s: String, n: Int) -> Int {
let total: Int = 0
let i: Int = 0
while i < n {
let j: Int = 0
while j < i {
let c: Int = str_char_code(s, j)
let total = total + c
let j = j + 1
}
let i = i + 1
}
return total
}
fn _measure_quadratic(n: Int) -> Int {
let s: String = _mk_string(n)
let w: Int = _scan_quadratic(s, 64)
let wj: Int = el_black_box(w)
let t0: Int = el_now_instant()
let got: Int = _scan_quadratic(s, n)
let t1: Int = el_now_instant()
let sink: Int = el_black_box(got)
return (t1 - t0) / 1000
}
test "the gate FIRES on a live quadratic scan -- proves it is armed" {
let q1: Int = _measure_quadratic(1024)
let q2: Int = _measure_quadratic(2048)
let q3: Int = _measure_quadratic(4096)
let q4: Int = _measure_quadratic(8192)
let series: [Int] = _series4(q1, q2, q3, q4)
let verdict: Int = elb_gate(series, 2, 50)
let measured: Int = elb_measured_curve(series, 50)
println(" quad us: " + int_to_str(q1) + " " + int_to_str(q2) + " "
+ int_to_str(q3) + " " + int_to_str(q4)
+ " -> " + elb_curve_name(measured) + " [" + elb_verdict_name(verdict) + "]")
assert measured == 4, "a rescan-from-zero workload must classify O(n^2)"
assert verdict == 1, "declared O(n) against measured O(n^2) must FAIL the gate"
}
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import "../../runtime/eltest.el"
// test_transduce.el geometry as a first-class El value, and realizers
// declared in El rather than patched into the runtime.
//
// WHAT IS ACTUALLY UNDER TEST. Until 2026-08-16 no El ingest path could carry
// a vector: nodes took text, and geometry was DERIVED from that text. Text was
// therefore the mandatory entry medium, so any non-text modality had to be
// DESCRIBED in prose first and the geometry we reasoned over was the geometry
// OF THE DESCRIPTION, not of the signal. The fix has two halves, and this file
// exercises both:
//
// 1. Geometry is a VALUE it carries its own width, so nothing has to
// assert a width against a string's length.
// 2. A REALIZER is an ordinary El function. `tone_realizer` below is not in
// the runtime, is not known to the compiler, and is not special in any
// way; it is registered BY NAME and dispatched to through transduce().
// That is the load-bearing claim: adding a modality must not require a
// runtime patch, or nothing has actually moved into the language.
//
// COMPARISON DISCIPLINE IN THIS FILE (measured 2026-08-16, not stylistic):
// elc lowers `a == b` to a NUMERIC comparison only when both operand names are
// in the per-function int-name set, which `let x: Int` populates. A bare call
// like `geometry_is(g) == 0` is not a registered name, so it lowers to
// `str_eq(...)` strcmp on two integers reinterpreted as pointers. `<` and `>`
// lower directly via binop_to_c with no type inference at all, so truthiness is
// written `> 0` / `< 1` here, and any exact `==` is done on a value first bound
// through `let x: Int`.
// A realizer, written entirely in El
// Maps a "tone" signal into a 4-component geometry. Deliberately trivial
// what is being proven is that an El function can BE a realizer, not that
// this is good acoustics. The one real property it has: distinct signals
// produce distinct geometry, so the test can tell transduction from a stub.
fn tone_realizer(signal: String) -> Geometry {
let g: Geometry = geometry_new(4)
let n: Int = str_len(signal)
let a: Int = geometry_set(g, 0, int_to_float(n))
let b: Int = geometry_set(g, 1, int_to_float(n * 2))
let c: Int = geometry_set(g, 2, int_to_float(n * 3))
let d: Int = geometry_set(g, 3, int_to_float(n * 4))
g
}
// A second realizer for a different modality, to prove the registry keys on
// modality and does not just hand back "the last thing registered".
fn pulse_realizer(signal: String) -> Geometry {
let g: Geometry = geometry_new(2)
let a: Int = geometry_set(g, 0, 1.0)
let b: Int = geometry_set(g, 1, 0.0)
g
}
// A deliberately BROKEN realizer: it returns something that is not a Geometry.
// transduce() must not hand this back to a caller as if it were one.
fn bogus_realizer(signal: String) -> Geometry {
return 12345
}
test "geometry-is-a-value-with-its-own-width" {
let g: Geometry = geometry_new(8)
let live: Int = geometry_is(g)
assert live > 0, "geometry_new returns a live Geometry"
let d: Int = geometry_dim(g)
assert d == 8, "a Geometry carries its own width"
let freed: Int = geometry_free(g)
assert freed > 0, "geometry_free reports what it did"
}
test "geometry-rejects-nonsense-without-an-arbitrary-bound" {
// dim <= 0 is not a width. Note there is deliberately no MAX dim here:
// #141 needed `dim <= 8192` only to bound an allocation sized from a
// caller's claim about a string. A value that carries its own width has
// nothing left to validate, so the only failure left is allocation.
let zero: Geometry = geometry_new(0)
let z: Int = geometry_is(zero)
assert z < 1, "dim 0 is not a geometry"
let neg: Geometry = geometry_new(-4)
let n: Int = geometry_is(neg)
assert n < 1, "negative dim is not a geometry"
// Accessors must be total: a non-geometry is 0-width, never a crash.
let nd: Int = geometry_dim(0)
assert nd < 1, "geometry_dim of a non-geometry is 0"
let ni: Int = geometry_is(0)
assert ni < 1, "geometry_is of a non-geometry is 0"
let nf: Int = geometry_free(0)
assert nf < 1, "geometry_free of a non-geometry is a no-op"
}
test "geometry-components-round-trip" {
let g: Geometry = geometry_new(3)
let s0: Int = geometry_set(g, 0, 1.5)
let s1: Int = geometry_set(g, 1, -2.5)
assert s0 > 0, "set in range succeeds"
let oob: Int = geometry_set(g, 3, 9.0)
assert oob < 1, "set out of range is refused, not silently dropped"
let v0: Float = geometry_get(g, 0)
let d0: Float = v0 - 1.5
assert d0 < 0.001, "component 0 round-trips"
assert d0 > -0.001, "component 0 round-trips"
let v1: Float = geometry_get(g, 1)
let d1: Float = v1 + 2.5
assert d1 < 0.001, "component 1 round-trips (negative)"
assert d1 > -0.001, "component 1 round-trips (negative)"
let freed: Int = geometry_free(g)
}
test "hex-is-an-edge-adapter-and-derives-its-own-width" {
// 2 components, little-endian float32: 1.0 = 0000803f, 2.0 = 00000040.
let g: Geometry = geometry_from_f32le_hex("0000803f00000040")
let live: Int = geometry_is(g)
assert live > 0, "valid hex decodes to a Geometry"
let d: Int = geometry_dim(g)
assert d == 2, "width is DERIVED from the input, never supplied"
let a: Float = geometry_get(g, 0)
let da: Float = a - 1.0
assert da < 0.001, "first component decoded"
assert da > -0.001, "first component decoded"
let b: Float = geometry_get(g, 1)
let db: Float = b - 2.0
assert db < 0.001, "second component decoded"
assert db > -0.001, "second component decoded"
// Egress adapter is the exact inverse.
let back: String = geometry_to_f32le_hex(g)
assert str_eq(back, "0000803f00000040"), "hex round-trips exactly"
let freed: Int = geometry_free(g)
}
test "hex-rejects-malformed-input" {
let empty: Geometry = geometry_from_f32le_hex("")
let e: Int = geometry_is(empty)
assert e < 1, "empty hex is not a geometry"
let ragged: Geometry = geometry_from_f32le_hex("0000803f0000")
let r: Int = geometry_is(ragged)
assert r < 1, "length not a multiple of 8 is refused"
let nonhex: Geometry = geometry_from_f32le_hex("zzzzzzzz")
let nh: Int = geometry_is(nonhex)
assert nh < 1, "non-hex characters are refused"
}
test "a-realizer-declared-in-el-is-a-first-class-realizer" {
// THE CLAIM: tone_realizer is an ordinary El function. It is not in the
// runtime and the compiler knows nothing about it. Registering it by name
// is enough to make it the organ for a modality.
let reg: Int = realizer_register("tone", "tone_realizer")
assert reg > 0, "an El fn registers as a realizer by name"
let has: Int = realizer_has("tone")
assert has > 0, "the modality now has an organ"
let g: Geometry = transduce("aaa", "tone")
let live: Int = geometry_is(g)
assert live > 0, "transduce returns real geometry"
let d: Int = geometry_dim(g)
assert d == 4, "the El realizer determined the width, not the runtime"
// str_len("aaa") == 3, so component 0 must be 3.0 proof the signal
// actually reached the El function rather than a stub answering for it.
let c0: Float = geometry_get(g, 0)
let dc: Float = c0 - 3.0
assert dc < 0.001, "the signal reached the El realizer"
assert dc > -0.001, "the signal reached the El realizer"
let freed: Int = geometry_free(g)
}
test "distinct-signals-transduce-to-distinct-geometry" {
let reg: Int = realizer_register("tone", "tone_realizer")
let g1: Geometry = transduce("aa", "tone")
let g2: Geometry = transduce("aaaaa", "tone")
let a: Float = geometry_get(g1, 0)
let b: Float = geometry_get(g2, 0)
let diff: Float = b - a
// 5 - 2 = 3. If transduction were a stub these would be equal.
assert diff > 2.9, "different signals produce different geometry"
assert diff < 3.1, "different signals produce different geometry"
let f1: Int = geometry_free(g1)
let f2: Int = geometry_free(g2)
}
test "the-registry-keys-on-modality" {
let r1: Int = realizer_register("tone", "tone_realizer")
let r2: Int = realizer_register("pulse", "pulse_realizer")
assert r2 > 0, "a second modality registers independently"
let gt: Geometry = transduce("aaa", "tone")
let gp: Geometry = transduce("aaa", "pulse")
let dt: Int = geometry_dim(gt)
let dp: Int = geometry_dim(gp)
assert dt == 4, "tone still routes to its own realizer"
assert dp == 2, "pulse routes to a different realizer"
let f1: Int = geometry_free(gt)
let f2: Int = geometry_free(gp)
}
test "no-organ-is-reported-as-no-organ" {
// A modality with no realizer must transduce to NOTHING. It must never
// fall back to embedding a description of the signal and calling that
// perception that silent substitution is the entire defect this change
// exists to end.
let has: Int = realizer_has("echolocation")
assert has < 1, "unregistered modality has no organ"
let g: Geometry = transduce("anything", "echolocation")
let live: Int = geometry_is(g)
assert live < 1, "no realizer means no geometry, not fake geometry"
}
test "registration-of-an-unresolvable-name-fails-loudly" {
// Reported at the moment of WIRING, not later as "this modality mysteriously
// produces nothing". Distinguishing "no organ" from "broken organ" is the
// lesson that made this whole change necessary.
let bad: Int = realizer_register("ghost", "no_such_function_anywhere")
assert bad < 1, "an unresolvable realizer name is a registration failure"
let has: Int = realizer_has("ghost")
assert has < 1, "and nothing gets registered"
}
test "a-realizer-returning-non-geometry-transduces-nothing" {
let reg: Int = realizer_register("bogus", "bogus_realizer")
assert reg > 0, "the symbol resolves, so registration succeeds"
// ...but the contract is enforced at the boundary, so the caller never
// receives a value that would misbehave far away from here.
let g: Geometry = transduce("x", "bogus")
let live: Int = geometry_is(g)
assert live < 1, "a non-Geometry return transduced nothing"
}
test "norm-lets-a-caller-check-a-realizer-emitted-signal" {
let g: Geometry = geometry_new(2)
let z: Float = geometry_norm(g)
assert z < 0.001, "a fresh geometry is zero — norm says so"
let s0: Int = geometry_set(g, 0, 3.0)
let s1: Int = geometry_set(g, 1, 4.0)
let n: Float = geometry_norm(g)
let dn: Float = n - 5.0
assert dn < 0.001, "3-4-5: norm is 5"
assert dn > -0.001, "3-4-5: norm is 5"
let freed: Int = geometry_free(g)
}
@@ -0,0 +1,28 @@
fn getstr(x: String) -> String { return x }
fn getint(x: Int) -> Int { return x }
fn ok(label: String) -> Void { println("ok " + label) }
fn bad(label: String) -> Void { println("FAIL " + label) }
let s1: String = "hello"
let s2: String = "hello"
let s3: String = "world"
let i1: Int = 5
let i2: Int = 5
let i3: Int = 9
if "abc" == "abc" { ok("str literal eq") } else { bad("str literal eq") }
if "abc" == "xyz" { bad("str literal ne") } else { ok("str literal ne") }
if s1 == s2 { ok("str var eq") } else { bad("str var eq") }
if s1 == s3 { bad("str var ne") } else { ok("str var ne") }
if getstr("hi") == "hi" { ok("str call vs literal") } else { bad("str call vs literal") }
if s1 == getstr("hello") { ok("str var vs call") } else { bad("str var vs call") }
if s1 == getstr("nope") { bad("str var vs call ne") } else { ok("str var vs call ne") }
if i1 == i2 { ok("int var eq") } else { bad("int var eq") }
if i1 == i3 { bad("int var ne") } else { ok("int var ne") }
if getint(5) == i1 { ok("int call vs var") } else { bad("int call vs var") }
if getint(9) == i1 { bad("int call vs var ne") } else { ok("int call vs var ne") }
if s1 != s3 { ok("str NOTEQ") } else { bad("str NOTEQ") }
if s1 != s2 { bad("str NOTEQ same") } else { ok("str NOTEQ same") }
if i1 != i3 { ok("int NOTEQ") } else { bad("int NOTEQ") }
if getint(9) != i1 { ok("int call NOTEQ") } else { bad("int call NOTEQ") }
println("done")