It separates true recursive self-improvement from using AI to automate parts of AI development, and explains why verifying gains is hard because of variance and reward hacking. Useful for judging self-improving AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → claims.
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AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.