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Mechanistic Interpretability · EP 2 · Jul 13, 2026

AI Is Lying To Your Face — And We Can Prove It

This week in Mechanistic Interpretability

Papers covered

  • Sycophancy makes us worse peopledoi:10.1126/science.aec8352
  • Ambiguous instructions break LLM labelsarXiv:2607.08961
  • Quantum circuits don't help diffusion modelsarXiv:2607.09108
  • AI can't escape its own vocabularyarXiv:2607.09560
  • When can AI analysis be trusted?arXiv:2607.09128
  • Personalized AI code review worksarXiv:2607.08990

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