Block a user
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item 30 pre-registered (Nils's design): carried state as metacognitive signal — answer-readiness head on L30 at line boundaries, carry-vs-FF AUC as primary, theta sweep + oracle stop via item-20 LUT methodology
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overview PDF v2: add the prior arc (items 1-20) — retrofit discovery, band-location/anchor ablations, adapter-class factorial, transfer ladder, GSM boundary, gate program
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INTERNALIZATION_OVERVIEW.pdf: program overview items 21-29 (architecture, ladder+controls, microscopy, lens-supervision series, trajectory TF result, conclusions & open moves)
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item 29 arm 1: FIRST SIGNIFICANT POSITIVE — 39.1 (p=0.045 paired), every bucket a d=1 record; ablation 8-8 p=1.0 reattributes the gain: trajectory TF is a training signal for the adapter, not an inference loop
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item 29 pre-registered (Nils's design): trajectory teacher-forcing — 10 waypoint transitions supervised independently (T[i-1]→T[i]), TF and TF+FR arms; job 1 d=1 step-span, job 2 answer-only full-CoT span
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item 26 scored: staging supervision actively harmful (24.2 alone, 15.6 combined) — blanket pre-'=' forcing corrupts the board's just-in-time schedule; overnight program complete, items 25-28 all scored
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item 28 scored: distillation succeeded (cos 0.113→0.044), function didn't follow — 30.1 matched / 29.7 ablated, easy damaged to 48.3; state-side supervision 2x2 complete and uniformly null; read-side clamp is item 29 candidate
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item 27 scored: 34.0 best-in-series with zero pauses, but paired ns (burst 10-6 p=0.45; vs positional 44-38 p=0.58) — ceiling holds; pause tape confirmed ~worthless (ablation 32.4)
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item 28 pre-registered (Nils's variant): teacher-state distillation — frozen full-cot teacher's band-exit state at step end, cosine into burst s^10; λ amended 1.0→5.0 pre-run (smoke: baseline cos-dist 0.113)
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item 25 closed (truncated): writing is not computing — lce 1.9 with 2:12 flat at 31.2 (log-only; eval json never written due to kill); λ=1.0 arm cancelled; item 27 promoted
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item 27 pre-registered: zero-pause internal band looping — single M=10 in-place burst at prompt end, iteration-aligned lens targets, ii0 inference ablation; carry_steps gains inplace updates, trainer gains --inner-iters/--base-pauses
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item 26 pre-registered: result-staging lens supervision at pre-'=' positions (no causal leakage — low loss requires computation); arms lg03 and lt03+lg03; item-25 in-flight note (lce 10.3→2.3)