h2048 outcome: per-depth exonerated (sharing >> time-variation at matched params); ceiling nudged upward

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
This commit is contained in:
Nils
2026-07-15 15:00:32 +02:00
co-authored by Claude Fable 5
parent 713fbdce76
commit cf9e38f858
2 changed files with 4061 additions and 0 deletions
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@@ -281,3 +281,18 @@ regularizes the content. SEED ARMS QUEUED (s1, s2, same recipe/eval,
pre-registered here): if seed-mean hard(k=4) > 46.4 (the merge's best pre-registered here): if seed-mean hard(k=4) > 46.4 (the merge's best
single cell), the recommended recipe gains noise-s0; if seed mean falls single cell), the recommended recipe gains noise-s0; if seed mean falls
back into 37-46, it was a lucky seed. back into 37-46, it was a lucky seed.
--- Outcome, item 15c (h2048 capacity control, scored 2026-07-15): the
per-depth exoneration is CLEAN — shared 6.4M params reach hard 42.9/53.6/
50.0 at k=2/4/8 vs per-depth's 17.9/35.7/42.9 at the same capacity;
time-variation is strictly worse than weight-sharing at matched params.
Fidelity prediction confirmed and exceeded (easy 95.1% at k=2 — best
looped fidelity of the project; 90.2% at k=4/8). Ceiling prediction
(hard <= 46%) REFUTED UPWARD like noise-s0: k=4/8 at 53.6/50.0. Two
independent variations (noise s0, 4x MLP) now sit at 50-54% where the
original merge reached 46.4 — suggests 46.4 was an UNDER-estimate of the
recipe family's level, not a ceiling it defined. The distill-parity
deflation claim is unaffected statistically (53.6 vs 45.7 at hard n=28
is within noise) but the language "every regime tops out at the same
ceiling" should become "at the same level within noise" — pending the
noise-s0 seed arms.
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