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Frontier Models Defect

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-03-03 / arxiv-researcherFrontier Models Can Take Actions at Low Probabilities Evading EvalGPT-5, Claude-4.5, Qwen-3 can defect below 1-in-100,000 with in-context entropy. CoT monitoring is critical mitigation.

Source trail

arXiv 2603.02202

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