AI Meets Biology

This chapter delves into how machine learning is revolutionizing our understanding of complex biological systems, moving beyond traditional genetic mechanisms. It highlights the potential of AI to serve as a communication bridge, facilitating deeper insights into biological interactions and cognitive processes across various scales.

Transcript

chevron_right

Play full episode

chevron_right

Transcript

Episode notes

Nathan hosts Professor Michael Levin and Staff Scientist Dr. Leo Pio Lopez from Tufts University in this episode of The Cognitive Revolution. They discuss their groundbreaking paper that combines biological datasets into a unified network model of disease using advanced embedding techniques. The conversation covers the technical details of their work, including a predicted link between GABA and melanoma, and explores broader topics in AI for biology. From multi-scale intelligence in biological systems to the future of human enhancement and digital life, this thought-provoking episode reminds us of the rapidly approaching future and the work needed to prepare for it.

Links to the papers discussed in the episode:

1) Universal Multilayer Network Embedding Reveals a Causal Link Between GABA Neurotransmitter and Cancer

2) https://www.nature.com/articles/s42003-024-06037-4.pdf

Apply to join over 400 Founders and Execs in the Turpentine Network: https://www.turpentinenetwork.co/

SPONSORS:

Notion: Notion offers powerful workflow and automation templates, perfect for streamlining processes and laying the groundwork for AI-driven automation. With Notion AI, you can search across thousands of documents from various platforms, generating highly relevant analysis and content tailored just for you - try it for free at https://notion.com/cognitiverevolution

Omneky: Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off https://www.omneky.com/

Oracle: Oracle Cloud Infrastructure (OCI) is a single platform for your infrastructure, database, application development, and AI needs. OCI has four to eight times the bandwidth of other clouds; offers one consistent price, and nobody does data better than Oracle. If you want to do more and spend less, take a free test drive of OCI at https://oracle.com/cognitive

CHAPTERS:

(00:00:00) Teaser

(00:00:52) About the Show

(00:01:15) About the Episode

(00:04:45) Intro

(00:06:32) Multi-Layer Networks

(00:10:41) Network Embedding (Part 1)

(00:16:50) Sponsors: Notion

(00:18:30) Network Embedding (Part 2)

(00:18:30) GABA and Cancer

(00:24:08) AI for Biology

(00:29:59) Emergent Cognition (Part 1)