World Model · podcast knowledge graph

Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber

2024-12-14 · 104 min · 20 entities

episode page audio

Asserted relationships

  • 0.77
    evidence rules-v4
    Link in episode "Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber": https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431
  • → appeared on "The Cognitive Revolution" podcast
    0.68
    evidence rules-v4
    Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber
  • → hosted by Erik Torenberg, Nathan Labenz person
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    evidence rules-v4
    Feed author/publisher: Erik Torenberg, Nathan Labenz
  • → discusses Society & Culture concept
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    evidence rules-v4
    Feed category: Society & Culture
  • → discusses Technology concept
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    evidence rules-v4
    Feed category: Technology
  • → discusses Business concept
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    evidence rules-v4
    Feed category: Business
  • → discusses Entrepreneurship concept
    0.40
    evidence rules-v4
    Feed category: Entrepreneurship
  • → hosted by Turpentine company
    0.40
    evidence rules-v4
    Feed author/publisher: Turpentine
  • → references @CognitiveRevolutionPodcast website
    0.38
    evidence rules-v4
    Link in episode "Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber": https://youtube.com/@CognitiveRevolutionPodcast
  • → references wandb.me website
    0.38
    evidence rules-v4
    Link in episode "Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber": https://wandb.me/cr

Entities found in this episode

concepts 8

  • mentioned Society & Culture concept
    0.50
    evidence rules-v4
    Feed category: Society & Culture
  • mentioned Technology concept
    0.50
    evidence rules-v4
    Feed category: Technology
  • mentioned Business concept
    0.50
    evidence rules-v4
    Feed category: Business
  • mentioned Entrepreneurship concept
    0.50
    evidence rules-v4
    Feed category: Entrepreneurship
  • discusses Society & Culture concept
    0.40
    evidence rules-v4
    Feed category: Society & Culture
  • discusses Technology concept
    0.40
    evidence rules-v4
    Feed category: Technology
  • discusses Business concept
    0.40
    evidence rules-v4
    Feed category: Business
  • discusses Entrepreneurship concept
    0.40
    evidence rules-v4
    Feed category: Entrepreneurship

websites 4

  • mentioned @CognitiveRevolutionPodcast website
    0.45
    evidence rules-v4
    Link in episode "Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber": https://youtube.com/@CognitiveRevolutionPodcast
  • mentioned wandb.me website
    0.45
    evidence rules-v4
    Link in episode "Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber": https://wandb.me/cr
  • references @CognitiveRevolutionPodcast website
    0.38
    evidence rules-v4
    Link in episode "Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber": https://youtube.com/@CognitiveRevolutionPodcast
  • references wandb.me website
    0.38
    evidence rules-v4
    Link in episode "Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber": https://wandb.me/cr

podcasts 3

  • 0.90
    evidence rules-v4
    Link in episode "Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber": https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431
  • 0.77
    evidence rules-v4
    Link in episode "Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber": https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431
  • appeared on "The Cognitive Revolution" podcast
    0.68
    evidence rules-v4
    Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber

persons 3

  • mentioned Amelie Schreiber person
    0.72
    evidence rules-v4
    Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber
  • 0.70
    evidence rules-v4
    Feed author/publisher: Erik Torenberg, Nathan Labenz
  • 0.55
    evidence rules-v4
    Feed author/publisher: Erik Torenberg, Nathan Labenz

companys 2

  • mentioned Turpentine company
    0.70
    evidence rules-v4
    Feed author/publisher: Turpentine
  • hosted by Turpentine company
    0.40
    evidence rules-v4
    Feed author/publisher: Turpentine
Episode description as stored
Nathan welcomes back computational biochemist Amelie Schreiber for a fascinating update on AI's revolutionary impact in biology. In this episode of The Cognitive Revolution, we explore recent breakthroughs including AlphaFold3, ESM3, and new diffusion models transforming protein engineering and drug discovery. Join us for an insightful discussion about how AI is reshaping our understanding of molecular biology and making complex protein engineering tasks more accessible than ever before. Help shape our show by taking our quick listener survey at https://bit.ly/TurpentinePulse SPONSORS: Shopify: Shopify is the world's leading e-commerce platform, offering a market-leading checkout system and exclusive AI apps like Quikly. Nobody does selling better than Shopify. Get a $1 per month trial at https://shopify.com/cognitive SelectQuote: Finding the right life insurance shouldn't be another task you put off. SelectQuote compares top-rated policies to get you the best coverage at the right price. Even in our AI-driven world, protecting your family's future remains essential. Get your personalized quote at https://selectquote.com/cognitive Oracle Cloud Infrastructure (OCI): Oracle's next-generation cloud platform delivers blazing-fast AI and ML performance with 50% less for compute and 80% less for outbound networking compared to other cloud providers13. OCI powers industry leaders with secure infrastructure and application development capabilities. New U.S. customers can get their cloud bill cut in half by switching to OCI before December 31, 2024 at https://oracle.com/cognitive Weights & Biases RAG++: Advanced training for building production-ready RAG applications. Learn from experts to overcome LLM challenges, evaluate systematically, and integrate advanced features. Includes free Cohere credits. Visit https://wandb.me/cr to start the RAG++ course today. CHAPTERS: (00:00:00) Teaser (00:00:46) About the Episode (00:04:30) AI for Biology (00:07:14) David Baker's Impact (00:11:49) AlphaFold 3 & ESM3 (00:16:40) Protein Interaction Prediction (Part 1) (00:16:44) Sponsors: Shopify | SelectQuote (00:19:18) Protein Interaction Prediction (Part 2) (00:31:12) MSAs & Embeddings (Part 1) (00:32:32) Sponsors: Oracle Cloud Infrastructure (OCI) | Weights & Biases RAG++ (00:34:49) MSAs & Embeddings (Part 2) (00:35:57) Beyond Structure Prediction (00:51:13) Dynamics vs. Statics (00:57:24) In-Painting & Use Cases (00:59:48) Workflow & Platforms (01:06:45) Design Process & Success Rates (01:13:23) Ambition & Task Definition (01:19:25) New Models: PepFlow & GeoAB (01:28:23) Flow Matching vs. Diffusion (01:30:42) ESM3 & Multimodality (01:37:10) Summary & Future Directions (01:45:34) Outro SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://www.linkedin.com/in/nathanlabenz/ Youtube: https://www.youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431