04:00
2026-09-24
arxiv.org
large-language-models
Propose, Don't Judge: An Anytime-Valid Referee for LLM Agents That Mine Investment Factors
A frozen statistical referee that scores LLM-proposed investment factors only on post-submission market outcomes admitted 5 to 11 times fewer sub-threshold factors than three deliberately leaky refere…