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Propose, Don't Judge: An Anytime-Valid Referee for LLM Agents That Mine Investment Factors

arXiv:2609.27051v1 Announce Type: new Abstract: Language-model agents now run the whole of quantitative factor research: they propose investment factors, backtest them, select the survivors and retire them. We ask which of those jobs an agent should keep. Our answer is governed self-evolution: the…

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  1. 2026-09-24 04:00 · arXiv cs.AI
    Propose, Don't Judge: An Anytime-Valid Referee for LLM Agents That Mine Investment Factors

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