A Pragmatic Vision for Interpretability — LessWrong

Executive Summary * The Google DeepMind mechanistic interpretability team has made a strategic pivot over the past year, from ambitious reverse-engi…

x A Pragmatic Vision for Interpretability — LessWrong GDM Interp Progress Updates Interpretability (ML & AI) AI Frontpage 2025 Top Fifty: 44 % 140 A Pragmatic Vision for Interpretability by Neel Nanda , Josh Engels , Arthur Conmy , Senthooran Rajamanoharan , bilalchughtai , CallumMcDougall , János Kramár , lewis smith 1st Dec 2025 AI Alignment Forum 32 min read 39 140 Ω 60 Executive Summary The Google DeepMind mechanistic interpretability team has made a strategic pivot over the past year, from ambitious reverse-engineering to a focus on pragmatic interpretability: Trying to directly solve pro

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