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Research Article posted

Homo Silicus is Hyper-Rational: Why LLM Agents Fail to Replicate Attention-Driven Trading

John Garcia

Can large language model (LLM) agents serve as proxies for human investors in behavioral finance experiments? I deploy 96 GPT-4-family agents in a staggered difference-in-differences design, exposing ...

Research Square 2026-04-23 rs-9372266
Investor attention retail trading behavioral finance Generative AI difference-in-differences LLM agents
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