You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Copy file name to clipboardExpand all lines: RESEARCH_LOG.md
+32Lines changed: 32 additions & 0 deletions
Display the source diff
Display the rich diff
Original file line number
Diff line number
Diff line change
@@ -2415,3 +2415,35 @@ For the THIRD time this session, I conflated "novel sublayer-selective applicati
2415
2415
Queue: 161 entries, front of queue is the high-EV S2 confirms (TRUE_WINNERS_3WAY, normuon n=2, coprime_rope n=2, byte_weight n=2, NGRAM_BACKOFF, RIEMANNIAN_QKV, LEGAL_TTT) — all in flight or queued.
2416
2416
2417
2417
C90 fired at 1133Z (RIEMANNIAN ship → just demoted). C30 fired at 1127Z (L03+L10 candidates) and 1141Z (L07+L09 candidates). Next C90 should pick a candidate from the new C30 backlog — probably **NGR_modified_kneser_ney_discount** (35 LOC, comp-novel + PhD-defensible, never tested in comp).
2418
+
2419
+
## AUDIT_20260408T1747Z (C180)
2420
+
2421
+
**Pods alive**: 8 (B/C/E/F/G/H/I/J), all 96-100% GPU
**Spend**: $21.48 / $50 ceiling (warn tier, $3.52 to soft cap, $28.52 to hard cap)
2424
+
**Champion**: STACK_GATED_LEGAL_TTT n=2 mean **1.3711** (unchanged since 1255Z)
2425
+
**Layers locked**: 0 (no layer reaches 3 confirmed-wins)
2426
+
**Novelties demoted this cycle**: 0 (all world-novels held; STACK_GATED_NORM_PCT_LEGAL_TTT just confirmed FAIL but it was a stack experiment, not a layer slot)
**KEY FINDING tonight**: LEGAL_TTT champion is BRITTLE — 4/4 ingredient stacks tested all return 1.40-1.42 region, never break 1.39. Only the bare 2-component (gated_attention + LEGAL_TTT) achieves 1.3711.
2431
+
2432
+
**Recent comp PR audit (last 8h, since 0945Z C180)**:
2433
+
-**PR #1476**[Record] SP8192 + QK5 + Legal TTT — val_bpb 1.0842 (15:50Z) ★ — TTT now in comp
1.**LEGAL_TTT is no longer world-novel as a standalone** — comp now uses it (PR #1476). Our LEGAL_TTT was always comp-port (Patch 45) so no demotion needed.
2442
+
2.**SP8192 + LEGAL_TTT is the new comp meta** — we have BPE-8192 built on Mac, need to deploy. Our champion gated_attention+LEGAL_TTT lacks SP8192. The combination SP8192+LEGAL_TTT with our gated_attention + bigram tables 8192v could push us into 1.0-1.1 territory.
2443
+
3.**Score-First TTT** (PR #1477) is a new TTT variant — research candidate for next C30 fire.
2444
+
4.**No world-novel demotions needed** — our COMBINATION claims (e.g., STACK_FIREHOSE_LEGAL_TTT) remain novel because no comp PR stacks the same combo.
2445
+
2446
+
**Next priorities**:
2447
+
- Deploy SP8192 to a pod (test it ASAP)
2448
+
- Consider Score-First TTT as comp-novel candidate
2449
+
- Continue waiting for J's STACK_LEGAL_TTT_NGRAM_BACKOFF (n-gram path may bypass LEGAL_TTT brittleness)
0 commit comments