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Siyuan Liu

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#artificial intelligence Preprint Sep 2026

VST: Verifiable Structured Transport for Auditable Agent-to-Agent Alpha Discovery

Single-run agent-to-agent alpha discovery results are reported descriptively, gross of costs, and are explicit about their limits throughout; in particular they do not isolate the effect of the leap machinery from the inherited search substrate, which is left to future work.

Yu-Qi Li, Siyuan Liu, Bing-Jun Liu · 0 citations

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