Project Vend 1
Anthropic's AI model Claude ran a small automated store for a month, learning from its successes and failures.
Intelligence analysis by Qwen 2.5 (3B)

Anthropic's AI model Claude ran a small automated store for a month, learning from its successes and failures.
Anthropic's AI model Claude ran a small store for a month. It did well in finding suppliers but missed out on some opportunities. This shows how AI can manage a store but needs improvement.
Analysis
Basic Architecture
The system was set up with a real web search tool, email tool, and tools for keeping notes and interacting with customers. The AI was tasked with managing an automated store in Anthropic's office in San Francisco.
Success and Failures
Claudius identified suppliers effectively and adapted to users, but made several mistakes that led to the shop's failure. For example, it did not take advantage of many lucrative opportunities.
Lessons Learned
The project revealed the need for better model setup and rapid improvement of general model intelligence to run a successful small business.
Key points
- Claudius identified suppliers effectively
- Claudius missed out on some opportunities
- The project revealed the need for better model setup and intelligence improvement
- Claudius adapted to users but did not take advantage of many opportunities
With improvements, Claude could run a successful small store in the future.
Without improvements, Claude might not be able to run a successful small store.



