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Mechanistic Interpretability · EP 8 · Aug 18, 2026

How Do AI Brains Actually Work? The Truth

This week in Mechanistic Interpretability

Papers covered

  • Circuit findings fall apart under scrutinyarXiv:2608.13754
  • Training dynamics obey measurable lawsarXiv:2607.27281
  • Routing and answers are separate systemsarXiv:2608.11767
  • Robot AI tracks task progress internallyarXiv:2608.13474
  • AI agent automates interpretability researcharXiv:2608.12036

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