The Missing Data Stack for Physical AI

The Missing Data Stack for Physical AI // MLOps Podcast #328 with Nikolaus West, CEO of Rerun.Join the Community: https://go.mlops.community/YTJoinInGet the newsletter: https://go.mlops.community/YTNewsletter// AbstractNikolaus West, CEO of Rerun, breaks down the challenges and opportunities of physical AI—AI that interacts with the real world. He explains why traditional software falls short in dynamic environments and how visualization, adaptability, and better tooling are key to making robotics and spatial computing more practical.// BioNiko is a second-time founder and software engineer with a computer vision background from Stanford. He’s a fanatic about bringing great computer vision and robotics products to the physical world.// Related LinksWebsite: rerun.io~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExploreJoin our Slack community [https://go.mlops.community/slack]Follow us on X/Twitter [@mlopscommunity](https://x.com/mlopscommunity) or [LinkedIn](https://go.mlops.community/linkedin)] Sign up for the next meetup: [https://go.mlops.community/register]MLOps Swag/Merch: [https://shop.mlops.community/]Connect with Demetrios on LinkedIn: /dpbrinkmConnect with Niko on LinkedIn: /NikolausWestTimestamps:[00:00] Niko's preferred coffee[00:35] Physical AI vs Robotics Debate[04:40] IoT Hype vs Reality[12:16] Physical AI Lifecycle Overview[20:05] AI Constraints in Robotics[23:42] Data Challenges in Robotics[33:37] Open Sourcing AI Tools[39:36] Rerun Platform Integration[40:57] Data Integration for Insights[45:02] Data Pipelines and Quality[49:19] Robotics Design Trade-offs[52:25] Wrap up