136 - AI Frontiers: The Physics of AI with Sébastien Bubeck

In this episode of the Microsoft Research Podcast series, Ashley Llorens, an AI scientist and engineer, hosts Sébastien Bubeck, who is the leader of the Machine Learning Foundations group at Microsoft Research. Bubeck and his team have conducted an extensive evaluation of GPT-4 and have published their findings in a paper that explores its capabilities and limitations. The conversation sheds light on the recent improvements in reasoning, language, and problem-solving capabilities in large-scale AI models like GPT-4.

These advancements in AI indicate a phase change and signal the acceleration of progress to come. In this podcast series, Llorens engages in conversations with collaborators and colleagues to understand what these new models mean for the creation, deployment, and understanding of AI, its benefits in areas like healthcare and education, and its potential to help humanity.

The insights shared in this episode offer an intriguing glimpse into the physics of AI and the possibilities unlocked by new models like GPT-4 for artificial general intelligence. The paper published by Bubeck and his team highlights the sparks of this intelligence while acknowledging the limitations that come with it. Overall, the conversation is valuable for anyone interested in furthering their understanding of AI and its applications for the future.

Listen to the full episode on Spotify.