AI, Proteins, and the Future of Knowledge

AI systems are evolving rapidly, and in this episode, Bryan McCann, CTO of You.com, explains You.com’s unique approach to search, the impact of AI-driven research, and the game-changing potential of AI agents. With a background in natural language processing and philosophy, Bryan joins Jon Krohn to share a fresh perspective on where AI is headed and what it means for the future of work and scientific discovery.

Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.

In this episode you will learn:

• (03:55) How You.com’s “do engine” approach connects users to multiple language models
• (11:34) How AI systems at You.com generate optimized, intent-driven queries for better results
• (28:39) You.com’s focus on automated workflows sets it apart from other platforms
• (31:31) AI agents in You.com, with Bryan predicting they’ll outnumber people by 2025
• (41:49) Bryan’s path to unified AI models that can perform diverse tasks
• (50:40) Early experiments with alignment in AI that influenced modern transformers
• (01:04:45) Bryan’s research on controllable text generation
• (01:11:27) Language models applied to protein generation, linking text and biology sequences

Additional materials: www.superdatascience.com/835