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papersTODAY 04:00 UTC

Study Tests Whether LLMs Can Simulate Individual Financial Decisions

A preliminary arXiv paper examines whether large language models can stand in for people as user simulators in financial settings. The authors ran a controlled paper-trading experiment with 120 volunteers to see how well model behavior tracks evolving individual investing choices. They conclude that current LLM simulation of such decisions is not yet reliable and call for further work.

arXivAI evaluationAI in financeLLM simulationfinancial decision-makinguser simulation

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