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Introduction to 25 Interpretability

MIT 6.S897 Machine Learning for Healthcare, Spring 2019 Instructor: Peter Szolovits View the complete course: ... How can we reverse engineer what a neural network is doing? In this IASEAI ' This is a talk I gave to my MATS 9.0 training scholars about the big picture of mech interp - as of Oct 2025, what had changed? A surprising fact about modern large language models is that nobody really knows how they work internally. At Anthropic, the ... Part 1 of a walkthrough of our paper, Progress Measures for Grokking via Mechanistic Stanford AI Lab Faculty Lunch, November 7, 2025. Updated version of 0:59 ...

Speaker: Hanieh Arjmand, ML Researcher, Lydia.ai & Spark Tseung, Applied Data Scientist, Lydia.ai Model What's happening inside an AI model as it thinks? Why are AI models sycophantic, and why do they hallucinate? Are AI models ... Forough Poursabzi, Researcher, Microsoft Research Presented at MLconf 2018 Abstract: Machine learning is increasingly used to ... This is a talk I gave to my MATS scholars, with a stylised history of the field of mechanistic Quantitative Testing with Concept Activation Vectors (TCAV) Been Kim, Senior Research Scientist, Google Brain Presented at ... Take your personal data back with Incogni! Use code WELCHLABS at the link below and get 60% off an annual plan: ...