What did Anthropic's Project Swap study examine?
Anthropic describes an employee book-trading experiment that examined how agents represent preferences and negotiate. The account suggests that preference representation explained much of the outcome shortfall. Its limited goods, employee sample, and cooperative Claude agents mean the result should not be treated as proof about all shopping systems.
Answered in
Before Your AI Agent Bargains for You, Make It Prove It Knows What You WantOpinion: negotiation skill cannot rescue an agent that misunderstands your priorities; test the preference model before delegating.
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