Machine Learning Street Talk (MLST) cover image

Prof. Subbarao Kambhampati - LLMs don't reason, they memorize (ICML2024 2/13)

Machine Learning Street Talk (MLST)

00:00

Exploring LLMs: Creativity and Reasoning

This chapter examines the sociology of research and the challenges of credit assignment in scientific advancements, particularly focusing on large language models (LLMs). It discusses the balance between creativity and deductive reasoning, highlighting LLMs' strengths in idea generation while emphasizing the necessity of human verification for factual correctness. Through historical examples and the interplay of collaborative intelligence, the chapter underscores the limitations and potentials of LLMs in shaping academic discourse.

Transcript
Play full episode

The AI-powered Podcast Player

Save insights by tapping your headphones, chat with episodes, discover the best highlights - and more!
App store bannerPlay store banner
Get the app