Microsoft Research Podcast cover image

AI Frontiers: A deep dive into deep learning with Ashley Llorens and Chris Bishop

Microsoft Research Podcast

NOTE

The Future Integration of Language Models and Deep Learning in Scientific Discovery

Scientists envision a future where language models with an understanding of molecular structures and scientific literature will aid in scientific discovery. However, it is uncertain whether all tools will be integrated into one overarching tool. Deep learning is currently revolutionizing scientific discovery, particularly in simulating fundamental equations of nature. This transformation leverages architectures like diffusion models, large transformers, and large GPU clusters, but the techniques used differ from those in processing natural language. In the future, scientists may have a super co-pilot that can be interacted with in natural language and draw upon various tools for assistance.

00:00
Transcript
Play full episode

Remember Everything You Learn from Podcasts

Save insights instantly, chat with episodes, and build lasting knowledge - all powered by AI.
App store bannerPlay store banner