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A Princeton-led study found AI agents cannot conduct open-ended research, a key step for recursive self-improvement. Researchers tested Anthropic's Claude Opus 4.8 on unpublished NeurIPS 2026 paper questions. The agents completed engineering tasks but failed to produce novel, high-quality research, struggling with creativity, judgment, and adapting from failed approaches.
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