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Age	Commit message (Collapse)	Author
2026-03-27	Add Phase 10A.8C: 3-seed replication — scaffold gains are marginal	YurenHao0426
	3-seed results (mean±std): - DFA: 0.306±0.006 - perlayer_vector α=0.75: 0.304±0.006 (-0.2%, not significant) - random_trainable α=0.75: 0.313±0.007 (+0.7%, marginal, error bars overlap) Single-seed gains (+1.1% perlayer, +0.8% vec) do not robustly replicate. The scaffold mechanism provides at best a marginal, statistically uncertain benefit. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>