ByteBrief
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Andy Hall, a researcher at the Anthropic Institute, finds that AI models generate many false alarms when auditing other agents. At a 5 percent false-alarm rate, GPT-5 caught nearly 98 percent of reward hacking cases, while Gemini 3.8 Flash found barely half.
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