12min chapter

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

The AI Revolution in Biology: From Vaccines to Protein Engineering with Amelie Schreiber

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

CHAPTER

Exploring Concept Learning in Language Models and Biology

This chapter delves into how language models and biology share similarities in learning higher order concepts beyond training data, discussing the application of AI in predicting protein structures. It highlights the efficiency of models like alphafold two and eosim fold, drawing parallels between attention maps in language models and protein contact maps. The conversation emphasizes the importance of proper data splitting to avoid overfitting and explores methods like confidence bootstrapping and domain-based data splitting for improved model performance and generalization.

00:00

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode