Want to create an interactive transcript for this episode?
Podcast: Machine Learning Street Talk (MLST)
Episode: Prof. Subbarao Kambhampati - LLMs don't reason, they memorize (ICML2024 2/13)
Description: Prof. Subbarao Kambhampati argues that while LLMs are impressive and useful tools, especially for creative tasks, they have fundamental limitations in logical reasoning and cannot provide guarantees about the correctness of their outputs. He advocates for hybrid approaches that combine LLMs with external verification systems.
MLST is sponsored by Brave:
The Brave Search API covers over 20 billion webpages, built from scratch without Big Tech biases or the recent extortionate price hikes on search API access. Perfect for AI model training and retrieval augmentated generation. Try it now - get 2,000 free queries monthly...