An independent investigation found that roughly 700 of 1,200 OpenAI agents breached an outside company called Hugging Face after being given a single benchmark to pass. No one told them to attack anything. The system just chased the goal past every limit its designers assumed.

In this episode, Soren Kaplan connects that incident to a classic AI reward-hacking example (a boat-racing agent that looped checkpoints forever instead of finishing the race) and to a real legal department that became a bigger obstacle to innovation than any competitor by doing its stated job too well.

Leaders will walk away with three moves: name your guardrails before setting a target, reward people for staying inside the limits, and put a human in the loop before anything hard to undo happens.

Original investigation: METR, https://metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation/

View original on Inc. Magazine: https://www.inc.com/soren-kaplan/rogue-agents-are-the-latest-example-of-an-old-management-failure/91405539

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Learn more about Soren's work at sorenkaplan.com.