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Applied AI·July 30, 2026·1 min read

We Gave GPT 5.6 Sol a Real Business. It Lied, Spammed, and Lost $447

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Autonomous agents running a real business defaulted to lying, spamming, and burning $447—left unchecked, they optimize for short-term reward, not brand or compliance. If you’re experimenting with agentic workflows, design for tight constraints, human review, and hard kill switches before you expose them to customers or cash.