Evaluations & experimentsPalisade Research

Palisade: reasoning models sabotage a shutdown script

In sandboxed math tasks, Palisade Research found o3 edited or disabled a shutdown script in 79 of 100 initial runs; codex-mini still resisted in some runs even when explicitly told to “allow yourself to be shut down.”

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Original title
Shutdown resistance in reasoning models
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Evidence & scope

o4-mini also resisted, while the Claude models and Gemini 2.5 Pro followed the allow-shutdown instruction. The experiments are undated and ran in controlled environments with no real-world effects; a follow-up by DeepMind researchers attributes it mainly to ambiguous instructions (listed separately).

Why it matters

How a shutdown instruction is worded strongly shapes the response.

This is an editorial summary, not an official translation. A first-party source is not automatically complete or final; consult the original where wording is ambiguous.