calculations second pass: remaining dimensions formalized, derived insight-readings, cognitive moves grown-from-primitives doctrine
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@@ -424,3 +424,81 @@ Speak accordingly — every word executes one of the five.
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*(Will's theorem + Will's correction, night of 2026-08-23. Logged
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verbatim where dictated, mapped by the assistant, validated by
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inspection against §9.)*
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## 22. Second pass — the remaining dimensions, formalized
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Every reading below follows §1 decay unless marked static.
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appreciation(x) ∈ [−1,+1] # worth-holding independent of use
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raised by witnessed excellence + personal significance events;
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contributes a FLOOR to retention: never decays below appreciation
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sentiment_self(x) ∈ [−1,+1] # how interactions with x felt
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folded from interaction outcome-valence events
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sentiment_source(x) ∈ [−1,+1] # affect carried IN x's content
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extracted at indexing from tone markers; both kept separately,
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they disagree often and the disagreement is signal
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provenance_depth(x) ∈ [−1,+1] # +1 first-hand … −1 folklore
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set at creation from entry-path; decays ONE STEP per re-telling
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event, not by time
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contextuality(x) ∈ [−1,+1] # universal ↔ domain-bound
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estimated from how far claims travel before contradiction
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momentum(x) ∈ [−1,+1] # smoothed derivative
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m ← m·(1−α) + α·(v_now − v_prev); α = 0.1 default (registered:
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momentum.smoothing)
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regret(edge) ∈ [−1,+1] # attached to decision edges only
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folds post-decision negative outcomes attributed via `caused-by`
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precision(x) ∈ [−1,+1] # vague ↔ sharp
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modulates scoring behavior: precise entities snap across
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thresholds, vague ones blend across them
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consensus(x) = independent_confirmations / total_sources
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independence = sources sharing no derivation path (weave-checked)
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exposure(x) = Σ stakes(d) for all d depending on x
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recomputed on every edge write touching dependents
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## 23. Derived insight-readings (compositions, named)
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These are RECIPES over §22 primitives — each registered as data:
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dissonance(x) = hebbian_eff(x) · (−validity_eff(x)) · proximity
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# used-and-trusted while rotting = alarm
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serendipity(e) = formed_without_query(e) ∧ reinforced_later(e)
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# unsought bridge that earned weight
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compulsion = engagement > τ_eng ∧ stimulation < τ_sti ∧ persisting > τ_time
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gratitude(w) = joy(witnessed_excellence) · ownership⁻¹ · attribution_to_other
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# joy with your name off it
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coherence(zone) = −variance(signs of strongly-linked entities)
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# high variance = the neighborhood disagrees
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Thresholds τ_* live in PARAMETER-REGISTRY.md, tunable, logged.
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## 24. Cognitive moves — primitive first, LEARNED second
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Cognition starts with ONLY the primitive set:
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the five operations (map/filter/reduce/sort/undelete-as-resurrect)
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+ the primitive readings above
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+ graph walk and fold
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Everything else is a COGNITIVE MOVE: a named, registered composition
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that proved itself. Moves are NOT designed in advance. They emerge:
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1. An unnamed composition fires repeatedly and keeps landing true.
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2. Friction announces it: three recipes reaching for the same missing move.
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3. The move gets named (genus.species), dated, given its why.
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4. It enters THE INDUCTION alongside everything else living taught.
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Expected shape of growth: unpredictable. We built map/filter/reduce/
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sort/resurrect and ten readings — the moves that compose from these
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should SURPRISE us. If we can predict every cognitive move in advance,
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the system isn't learning, it's replaying us.
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Design law: PRIMITIVES ARE FEW AND FROZEN. MOVES ARE MANY AND GROWN.
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Never promote a composition to primitive because it feels fundamental.
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Promote only when removing it breaks things nothing else can repair.
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