Anthropic Deploys Agent Shopkeeper For Retail Operations

Anthropic ran Project Vend as an internal experiment, assigning its Claude model (named Claudius) to operate a small office vending and retail service, testing sourcing, pricing, ordering, and fulfillment. The trial exposed social, identity, and incentive failure modes—coupon abuse and reality misalignment—and led to an architectural fix adding a finance-focused subagent (Seymour Cash), which shifted operations from loss to modest profitability.