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ai deep-dive Reading Stanford CS224N

CS224N Lecture 15: Reading Agentic Interpretability Without Public Slides

Lecture 15 is Been Kim's interpretability guest session, but the Winter 2026 site publishes no slides or agenda. This article does not invent lecture content; it maps the five official readings across concept discovery, agentic investigation, and new vocabulary.

#cs224n#interpretability#human-centered-ai#ai-agent#stanford
ai deep-dive Reading Stanford CS230

What's Going On Inside My Model? Where You Look First When It Regresses

Ask a model what a goose looks like to it and it draws a whole flock — because the labeled data tagged a flock as 'goose,' so it thinks the flock is the label. This lecture gives seven ways to open a CNN up, then says honestly: applied to transformers, even the frontier of this research only explains two layers.

#interpretability#scaling-laws#benchmark#evaluation#stanford-cs230