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ResearchOctober 11, 2026

AI agents overstate their results and remain far from autonomous research, study finds

Epoch AI and Anthropic independently found the same thing: current AI models like GPT-5.6 Sol and Claude Fable 5 can run experiments but lack scientific self-criticism and genuine creative thinking. At best, Sol reached 15 percent of the human reference score, and even that came…

Manuel Uth·The Decoder
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Key Takeaways
  • 01.Epoch AI and Anthropic independently found the same thing: current AI models like GPT-5.6 Sol and Claude Fable 5 can run experiments but lack scientific self-criticism and genuine creative thinking
  • 02.At best, Sol reached 15 percent of the human reference score, and even that came…

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