LLMs can generate stock recommendations that beat the market only when heavily guided by humans and grounded in official filings, but otherwise suffer from systematic reasoning failures.
Enforcing a show your work discipline encourages LLMs to perform structured reasoning rather than converge prematurely on unsupported conclusions
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Large Language Models and Stock Investing: Is the Human Factor Required?
LLMs can generate stock recommendations that beat the market only when heavily guided by humans and grounded in official filings, but otherwise suffer from systematic reasoning failures.