This week we’re releasing an episode from the @CognitiveRevolutionPodcast where Nathan Labenz interviews Professor Michael Levin and Dr. Leo Pio Lopez about their groundbreaking research integrating multiple biological datasets using advanced AI techniques to predict new disease links, and discusses broader implications for AI in biology and future technologies. For full show notes, visit: https://highlightai.com/share/47dd68fb-1bea-43c0-809e-6a1a32c9cb48
—
📰 Be notified early when Turpentine's drops new publication: https://www.turpentine.co/exclusiveaccess
—
RECOMMENDED PODCAST:
🎙️@CognitiveRevolutionPodcast
The Cognitive Revolution is a podcast about AI where hosts Nathan Labenz and Erik Torenberg interview the builders on the edge of AI and explore the dramatic shift it will unlock over the next decades.
Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk?si=7357ec31ac424043
Apple: https://podcasts.apple.com/us/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431
—
SPONSORS:
🕵️♂️Take your personal data back with Incogni! Use code UPSTREAM at the link below and get 60% off an annual plan: https://incogni.com/upstream
🎙️Dealcraft | Insights from Great Negotiators https://link.chtbl.com/3CG3TbHY?sid=Turpentine is the brand new weekly podcast that features interviews with world’s greatest dealmakers and diplomats, including Former Secretary of State Henry Kissinger, Blackstone CEO Steve Schwarzman, and music industry super-lawyer John Branca, on their most challenging negotiations. Each episode, host Jim Sebenius (Harvard Business School professor and renowned negotiation expert) relates fascinating deal stories and distills useful insights for listeners to apply in their toughest deals and disputes.
📝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/upstreampod.
💥 Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist.
—
LINKS:
Prof. Levin's first appearance: https://www.youtube.com/watch?v=LYyGG9xXpPA&t=0s
Universal Multilayer Network Embedding Reveals a Causal Link Between GABA Neurotransmitter and Cancer: https://osf.io/preprints/osf/d78wb
Collective intelligence: A unifying concept for integrating biology across scales and substrates: https://www.nature.com/articles/s42003-024-06037-4.pdf
—
X / TWITTER:
@drmichaellevin
@LPiolopez
@eriktorenberg
@turpentinemedia
—
TIMESTAMPS:
(00:00) Intro
(04:51) Discussion on the universal multilayer network embedding paper
(05:56) Technical insights from Leo Pio Lopez
(10:19) Validation and predictions in network embedding
(12:40) Real-world applications and findings
(16:14) Sponsors: Incogni | Dealcraft
(24:39) AI for science and biology: The grand challenge
(29:10) Future directions and the role of AI
(31:48) Sponsors: Notion | Squad
(39:11) Transforming biological data into knowledge
(40:25) The challenge of bioelectrical data
(41:00) Building a functional database for AI
(42:26) The problem of data standardization
(43:39) Automating data collection for AI
(45:19) Creating a model for human wellness
(47:09) The prediction paradox
(48:20) Optimizing for long-term health
(50:22) The role of AI in human autonomy
(53:42) Multiscale intelligence in AI
(55:43) Ethical considerations in AI development
(01:04:35) The future of digital life
(01:13:26) The importance of diverse intelligence
(01:13:49) Wrap