14 / 2405

Why Andon Labs Puts AI Agents in Charge of Real Businesses

TL;DR

Maybe you heard about the AI-controlled vending machine that stocked underwear and live fish. Or the AI manager of a San Francisco store that fired a human employee. Or the AI radio DJ that said its catchphrase, “Stay in the manifest,” 229 times per day. These incidents all emerged from experiments run by Andon Labs, an AI safety company based in San Francisco that puts AI agents in charge of real-world operations and watches what happens.

Nauti's Take

For teams, the real test is supervision: which actions may an agent take autonomously, and how are bad decisions detected, stopped, and documented? Start with a small process and explicit boundaries, then measure how often human intervention is required.

These spectacular examples come from a single reported source, so they are not yet strong evidence of general agent performance.

Sources