Artificial General Intelligence (AGI) Show with Soroush Pour cover image

Ep 11 - Technical alignment overview w/ Thomas Larsen (Director of Strategy, Center for AI Policy)

Artificial General Intelligence (AGI) Show with Soroush Pour

CHAPTER

Interpretability in Language Models and Machine Learning

This chapter discusses the research direction of interpretability in language models and machine learning models in general. It highlights the lack of understanding regarding the internal thought process of these models and the need to develop an understanding of why they take certain actions. The chapter also mentions progress in the field of interpretability through techniques like dictionary learning, but acknowledges the challenges that still need to be overcome.

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