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cs.AI2026

AgonAlpha: Autonomous Alpha Discovery via Prompt Economy and Scalable Agentic Search

Weicheng Ye, Youran Sun, Xingyu Ren +3

Language models can propose many plausible trading factors, but an autonomous research system must also allocate its evaluation budget, verify its own evidence, and preserve how ea…