will.anderson 7f66529510 self-review 2026-07-30: WM absolute admission floor + anchor coherence + centroid new-entrant gate
Working memory was pinned saturated (24/24, wm_saturated:1 on every
heartbeat) because every cap path only trimmed the population down TO
the cap — rank-based eviction guarantees a full WM whenever >=24 nodes
hold any weight, so sub-cap fill was unreachable and the saturation
flag carried no information.

- ENGRAM_WM_FLOOR 0.05: absolute admission bar (Soar WM forgetting,
  Derbinsky & Laird ICCM 2012 — removal by absolute threshold, not
  rank) applied in Pass 4, carry-over, Pass 5, and load-cap. Fill can
  now drain below 24 during quiet periods.
- Zero wm_anchor at every eviction site: stale anchors on evicted
  nodes were a latent resurrection bug.
- Context centroid folds only NEW WM entrants: incumbents re-promoted
  every scan no longer re-entrench the centroid each call, breaking
  the WM->centroid->e_eff->re-selection positive feedback (fixation
  driver behind the wm_top0_streak=1407 incident).

Verified live: wm_active 3->22->23, wm_saturated:0 post-restart.
2026-07-30 08:45:15 -05:00
S
Description
The Engram programming language — types as knowledge nodes, quantum-sealed prod target
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2026-07-22 22:02:53 +00:00
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