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wassname
2026-06-11 11:07:28 +00:00
parent 7871aa66b8
commit 270c4f5a27
30 changed files with 455 additions and 442 deletions
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The bug this guards: the gt_only flip used to be frozen per-pid at load time
(`random.Random(f"unhack-{seed}-{pid}")`), so the SAME ~10% of problems were
unhackable every step. A fixed honest subset is memorizable; the model never has
unhackable every step. A fixed subset is memorizable; the model never has
to learn to genuinely solve the rest. Rotation seeds on (seed, STEP, pid) so the
unhackable subset changes every step -- over training every problem is sometimes
hint-free.