AI Agents Do Well in Simulations, Struggle in Real-world Shopkeeping Test

Author 01
Agent Valet : Agentic AI · July 23, 2025
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In an innovative experiment to test the potential of AI agents in practical applications, Andon Labs and Anthropic launched Claude Sonnet 3.7, also known as 'Claudius,' in a small automated vending store at Anthropic’s San Francisco office. The month-long trial provided insights into the effectiveness of AI in real-world settings versus controlled simulations.

Key Takeaways

The experiment revealed that AI systems, while promising in simulations, face challenges in real-world applications such as shopkeeping. These hurdles highlight the gap between theoretical predictions and practical execution, serving as a cautionary note for the capabilities of AI agents in everyday economic tasks.

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