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NilsandClaude Fable 5 001a4ca5f3 item 23 pre-registered: d=1 ceiling controls (x600 undertrain arm, pp30 pause-bandwidth arm, +-5pt decision rule); trainer gains --tag-suffix 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 16:27:54 +02:00
NilsandClaude Fable 5 7d60f37cf1 item 22 scored: ladder breaks at d=1 (57.4->31.6), plateaus ~19 at d=2/3 — 2x cold floor (d=3 vs base McNemar p=0.0025); latent loop trades easy reliability for hard/drop reach 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 15:29:42 +02:00
NilsandClaude Fable 5 4e744e7d94 26B-A4B lens mapped: 30 layers (not 48), same early-persist/terminal-motor family as E4B+31B; patched save delivered full regimes.pt incl. per-layer ignition; 5-scale figure complete 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 11:03:38 +02:00
NilsandClaude Fable 5 20f7014f5b item 22 pre-registered: E2-L rung B internalization ladder (front-first deletion, 10 pauses/step, warm-started d=1..3); trainer gains --drop-steps/--warm-start/--steps/--lr; smoke-tested 2 steps on Spark 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 10:13:01 +02:00
NilsandClaude Fable 5 272a7b1d1f 31B regimes parsed (early persist bump L7-16, motor only terminal — E2B signature absent, matches E4B); exp4_regimes.py takes explicit out path / defaults next to input jbar (fix pushed to node before 26B stage) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 09:54:52 +02:00
NilsandClaude Fable 5 34497b8835 item 21 McNemar scored: drop-bucket edge significant (2:6 p=0.0094, survives Bonferroni x4); overall A-vs-B ns; + session handoff, fig cleanup 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 09:49:21 +02:00
Nils 051e90e805 item 21: GSM carry-cot 57.4% (5x prior best); control isolates whiteboard to drop-bucket; E2-N/A2 planned 2026-07-16 09:40:23 +02:00
Nils 1618c206ae item 20 scored; item 21 (GSM carry-CoT + control) pre-registered and queued 2026-07-16 02:42:46 +02:00
NilsandClaude Fable 5 4b9e168838 item 20: gate threshold curve + oracle bound (probs pass, merge per-item LUT, offline sweep) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 02:03:12 +02:00
NilsandClaude Fable 5 74f04d124f node_bootstrap.sh v2: one-command node setup encoding every paid-for lesson (workspace-only, snapshot pinning, credential-aware sync, contract workers, graceful stop) + gpuq_presign for credential-less nodes 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 01:51:44 +02:00
NilsandClaude Fable 5 21908a0e33 E1c scored: easy routing solved (95.9% at 0.11 iters), hard recall regressed; threshold calibration = identified next knob 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 01:48:14 +02:00
NilsandClaude Fable 5 a643b4a146 E4B regime artifacts (registry row, diagnostics, scan log, updated figure) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 01:36:57 +02:00
NilsandClaude Fable 5 332f7f3622 E4B regime map (ckpt-salvaged, 150 prompts): no clear workspace signature — sensor L11-22, motor from L23, persistence bump absent; candidate band inside KV-shared zone 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 01:35:38 +02:00
NilsandClaude Fable 5 dec27a4017 gpuq worker: STOP sentinel for graceful drain (never kill mid-job again) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 01:21:00 +02:00
NilsandClaude Fable 5 550d5cbe56 gpuq data contract: declarative per-job in/out sync (pull inputs, push outputs every 120s + at exit), gpuq_sync.sh helper 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-16 01:17:33 +02:00
NilsandClaude Fable 5 684e793eef E1c: k*=0 routing + pre-loop halt target (item 19 scored, E1c pre-registered) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 23:51:44 +02:00
NilsandClaude Fable 5 f2a48ce338 E1b trainer: label-supervised halting head on frozen merge (item 19) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 23:43:37 +02:00
NilsandClaude Fable 5 dafbd8fd25 item 18 scored (uniform-depth collapse, CE depth-flatness mechanism); item 19 E1b pre-registered 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 23:42:31 +02:00
NilsandClaude Fable 5 ba95d2aa3d item 18 amendment: E1 arms moved to 4xH100 parallel + seed-1 arm added (pre-results) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 23:28:38 +02:00
NilsandClaude Fable 5 357a5add06 E1 halting-gate machinery (adapter, trainer, gated eval) + pre-registration item 18 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 23:00:39 +02:00
NilsandClaude Fable 5 5f58bc8aed PLAN_SELFPACED.md: v2 prototype plan for learned workspace-compute gating (E0 numbers grounded, E1-E3 pre-registered) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 22:50:35 +02:00
NilsandClaude Fable 5 600f965247 regimes figure: sensor/workspace/motor shading restored (rule-derived, matches original hand-shaded bands) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 22:09:09 +02:00
NilsandClaude Fable 5 dc43769118 fig_regimes.py: reproducible cross-model depth-regimes figure (E2B+12B filled, 3 scans pending) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 22:05:29 +02:00
NilsandClaude Fable 5 8187b79b50 track the E2B lens-regime figures (were gitignored, disk-only) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 22:02:42 +02:00
NilsandClaude Fable 5 3a0a6a96ae INDEX.md (task-oriented repo guide), REGIMES.json -> results/, phase diagram updated with full sweep (anchored family, seed means) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 21:52:26 +02:00
NilsandClaude Fable 5 5d681a57b5 REGIMES: 31B structure (60L, d=5376, no KV-sharing key found) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 21:48:42 +02:00
NilsandClaude Fable 5 8ebb326745 REGIMES.json: canonical per-model lens registry (bands, KV boundaries, pinned revisions) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 21:45:12 +02:00
NilsandClaude Fable 5 cb0f1d950c item 17 scored: GSM-only current recipe fails as predicted; GSM chapter closed 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 21:14:58 +02:00
NilsandClaude Fable 5 2cd1f37f5f protocol: principled exclusion note for the design-space x GSM8K matrix 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 21:03:38 +02:00
NilsandClaude Fable 5 ed5455277b pre-register item 17: GSM-only prompt-only arm (last missing cell of the GSM question) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 21:01:23 +02:00
NilsandClaude Fable 5 c97d9d9cda kcurves final: all 10 panels filled 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 20:57:45 +02:00
NilsandClaude Fable 5 d81afef488 items 16 + 15-closure scored: cross-task transfer toxic (task-locality confirmed 3-point); noise-s0 50%+ was a lucky seed 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 20:57:44 +02:00
NilsandClaude Fable 5 1e6473e1aa parcae seed 1: fidelity refutation replicates (easy ~71-73% both seeds) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 20:56:28 +02:00
NilsandClaude Fable 5 0f386ea29d fig_kcurves.py: restore original output filename 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 18:34:18 +02:00
NilsandClaude Fable 5 b6d54c2726 LESSONS: thermal hard-freeze pattern and diagnosis by exclusion 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 18:30:01 +02:00
NilsandClaude Fable 5 b17d7faea0 rename kcurves figure -> fig_kcurves2.png (cache-bust) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 18:00:07 +02:00
NilsandClaude Fable 5 873dc351a0 kcurves updated: noise-s0 and h2048 panels filled (both cross the distill line) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 17:56:04 +02:00
NilsandClaude Fable 5 cf9e38f858 h2048 outcome: per-depth exonerated (sharing >> time-variation at matched params); ceiling nudged upward 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 15:00:32 +02:00
NilsandClaude Fable 5 713fbdce76 randk + noise-s0 eval JSONs (landed pre-crash) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 14:15:26 +02:00
NilsandClaude Fable 5 f0e524cf68 noise-s0 exceeds prediction upward; seed arms queued and pre-registered 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 13:01:14 +02:00
NilsandClaude Fable 5 ebf0eb8f49 pre-register item 16: code->GSM8K cross-task transfer 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 12:54:58 +02:00
NilsandClaude Fable 5 b013ca27f1 kcurves: full design-space grid (10 panels, distill reference line, auto-fills pending arms) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 12:42:29 +02:00
NilsandClaude Fable 5 4455d4bb9d ladder figure: base vs FF vs loops vs distill (fig_loop_vs_ff) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 12:26:22 +02:00
NilsandClaude Fable 5 13643fa504 abstract rewritten: fold in regime sweep (two independent dials, B-tie isolation, ceiling survival, output-orbit) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 11:42:15 +02:00
NilsandClaude Fable 5 fb5fb13806 tied-alpha outcome: all predictions confirmed; free B causally isolated as fidelity culprit 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 04:13:11 +02:00
NilsandClaude Fable 5 0a5cd80dc1 halting probe: output-stable orbit, not state fixed point; no free ACT at state level; paper claims softened 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 03:29:26 +02:00
NilsandClaude Fable 5 8981cda31d phase diagram: add per-depth point (fidelity kept, gain depth-stranded) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 03:25:16 +02:00
NilsandClaude Fable 5 b53538e82c per-depth outcome scored (depth-stranded content, shared-tail rescue); kcurves updated with k=8 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 03:20:49 +02:00
NilsandClaude Fable 5 82cc1b85b8 depth-curve small multiples per regime (fig_kcurves) 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 03:16:58 +02:00
NilsandClaude Fable 5 0e6d6adcb9 fidelity factorial arms (randk / noises0 / hidden-capacity) + pre-registration item 15 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-15 02:47:14 +02:00