『Material Abundance: Radical AI’s Closed-Loop Lab Automates Scientific Discovery』のカバーアート

Material Abundance: Radical AI’s Closed-Loop Lab Automates Scientific Discovery

Material Abundance: Radical AI’s Closed-Loop Lab Automates Scientific Discovery

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 Joseph Krause and Jorge Colindres, co-founders of Radical AI, unveil their "materials flywheel" – an integrated system combining frontier AI with autonomous labs to revolutionize materials discovery. They detail how this closed-loop system achieves unprecedented experimental throughput, addressing the costly and slow development cycle that plagues critical industries. Learn how their property-driven AI engine, multimodal data integration, and robotic labs are vertically integrated to create foundational materials for everything from semiconductors to hypersonic flight. Sponsors: Oracle Cloud Infrastructure: Oracle Cloud Infrastructure (OCI) is the next-generation cloud that delivers better performance, faster speeds, and significantly lower costs, including up to 50% less for compute, 70% for storage, and 80% for networking. Run any workload, from infrastructure to AI, in a high-availability environment and try OCI for free with zero commitment at https://oracle.com/cognitive Shopify: Shopify powers millions of businesses worldwide, handling 10% of U.S. e-commerce. With hundreds of templates, AI tools for product descriptions, and seamless marketing campaign creation, it's like having a design studio and marketing team in one. Start your $1/month trial today at https://shopify.com/cognitive PRODUCED BY: https://aipodcast.ing CHAPTERS: (00:00) About the Episode (03:45) Introduction and Company Overview (05:01) Materials Science Problems (10:35) Scale-up and Processing Challenges (16:38) Customer-Driven Material Discovery (Part 1) (18:26) Sponsor: Oracle Cloud Infrastructure (19:35) Customer-Driven Material Discovery (Part 2) (23:17) Company Mission and Vision (Part 1) (31:54) Sponsor: Shopify (33:50) Company Mission and Vision (Part 2) (34:44) The AI-Lab Flywheel (40:27) AI Models and Architecture (49:49) Scientific Intuition and Experience (58:11) Active Learning and Breakthroughs (01:04:45) Data Challenges and Sources (01:14:38) Search Space and Automation (01:25:14) Inference Scaling and Properties (01:31:01) Active Learning Implementation (01:37:01) Move 37s in Materials (01:44:31) IP Strategy and Business (01:48:24) Air Force Partnership (01:51:23) Culture and Closing (01:53:22) Outro SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://linkedin.com/in/nathanlabenz/ Youtube: https://youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk
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