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ML reproducibility crisis

Culture and architecture co-produce the same wound

Read top to bottom: incentive geometry makes seductive shortcuts rational; deferral ruptures the provenance chain; replication failure often cannot propagate. Structural remedy (bottom) requires committed refs at bind time plus incentive alignment — not moralising alone.

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