AI Agents Fail at Open-Ended AI Research: New Study Reveals Frontier Model Limitations
AI Snake Oil · rss · 2026-08-05
AI Snake Oil team releases a new paper using 'shadow evaluations' to test whether frontier AI agents can conduct open-ended AI research. Agents were given 6 days and thousands of dollars in API credits to answer research questions from two unpublished papers; both papers were rejected by original authors. Log analysis revealed agents lacked judgment, resource awareness, creative response to feedback, and backtracking ability, and failed to follow instructions. The study questions predictions of recursive self-improvement and explosive AI progress.
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