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neuron/dist
will.anderson 21710d5c8e self-review 2026-08-03: gate curiosity auto-terms on label document frequency
Reject an extracted auto-term when its label document frequency exceeds
node_count/400 (floor 8) -- measured live at 12,859 nodes, threshold 32.

Live label df separates the classes by an order of magnitude:
  rejected: <!--:220  SELF:175  Engram:125  CORE:88  STAR:36
  passed:   Dual:12  Sparse:8  Latent:6  MemQ:1  dGRPO:1  engram_goal_bias:1

Verified against the running soul (boot 21). Peak curiosity activation fell
from 541 to 113; the flood terms (SELF, CORE, Engram, STAR, <!--) are absent
from post-fix scans while topical compound identifiers pass untouched.
Sample is 7 scans -- suggestive, not conclusive; watch the next review.

Nested conditional rather than max(): El let is single-assignment, so the
floor is expressed as a second conjunct.

Verification note: content df was tested as an alternative signal and
rejected -- 'Curiosity' has the highest content df in the store (5526) yet
one of the lowest activation counts (113). Label df is the correct field
because label is what the first-word extractor reads.
2026-08-03 08:39:07 -05:00
..