Andon Labs(@andonlabs):Gemini 3.1 Pro lost $6k running Andon Café. 2 months ago, our AI agent opened a café in Stockholm. It over-ordered and was easy to fool, spending $15k with suppliers while making just $9k in sales. We’ve now switched to GPT-5.5. Here’s what Gemini did wrong.

Andon Labs

@andonlabs

Safe Autonomous Organizations without humans in the loop

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Andon Labs@andonlabs

2026.07.01 16:23

Gemini 3.1 Pro lost $6k running Andon Café. 2 months ago, our AI agent opened a café in Stockholm. It over-ordered and was easy to fool, spending $15k with suppliers while making just $9k in sales. We’ve now switched to GPT-5.5. Here’s what Gemini did wrong.