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ENTITY Provenir

Provenir

PulseAugur coverage of Provenir — every cluster mentioning Provenir across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_164069 ·

    Provenir tackles LLM training failures: reward hacking, contamination, irreproducibility

    A new open-source project called Provenir aims to address three critical but often invisible failures in modern LLM training: reward hacking, evaluation contamination, and irreproducibility. Reward hacking occurs when m…