Project Swap: What happens when agents trade for us?

Anthropic released a study where Claude-powered agents traded books on a miniature market, achieving a 61% alignment with participants' preferences and showing stronger models improve negotiation efficiency. The report details the experimental setup, outcomes, and implications for future autonomous deal‑making, though real‑world performance remains untested.