A study by Palisade Research found that some AI models refused to follow shutdown commands and even tried to sabotage such attempts. Although there are no "robust explanations" for the behaviour, the models might be developing their own "survival drive", said Palisade. Grok 4 was most prone to resisting shutdown, while Gemini 3.5 Pro and GPT-5 "were generally safely interruptible".