Do LLMs Choose Like Humans? Using Cognitive Theory to Evaluate LLM Decision-Making
Across 12 open-source and commercial LLMs on a novel 140,000-trial product choice benchmark, context induces human-like shifts in choice and problem categorization, but does not reliably reweight attention between features like price and quality.
Johnathan Sun, A. Shleifer, Yonatan Belinkov
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