We're sunsetting PodQuest on 2025-07-28. Thank you for your support!
Export Podcast Subscriptions
cover of episode The Missing Data Stack for Physical AI

The Missing Data Stack for Physical AI

2025/7/1
logo of podcast MLOps.community

MLOps.community

AI Deep Dive AI Chapters Transcript
People
D
Demetrios
N
Nico West
Topics
Nico West: 我认为“物理AI”这个术语是由Jensen推广的,它涵盖了使用AI来分析或作用于物理世界的产品。它包括智能机器人、空间计算等,这些都与智能软件和现实世界的互动有关。我认为智能软件与现实世界的互动应用广泛,包括安全应用和体育分析等。 Demetrios: 我认为物理AI是在物理空间中,我们可以触摸到的,与现实世界互动的AI。

Deep Dive

Chapters
This chapter explores the definition of Physical AI, contrasting it with traditional robotics. It highlights the increasing use of AI in real-world applications and the opportunities it presents.
  • Physical AI encompasses AI applications interacting with the physical world, including robotics and spatial computing.
  • The term 'Physical AI', while relatively new, is gaining traction as a more inclusive term than robotics.
  • Many applications of physical AI, such as security systems and sports analytics, were not previously considered under the umbrella of AI or robotics.

Shownotes Transcript

The Missing Data Stack for Physical AI // MLOps Podcast #328 with Nikolaus West, CEO of Rerun.

Join the Community: https://go.mlops.community/YTJoinIn)

Get the newsletter: https://go.mlops.community/YTNewsletter)

// Abstract

Nikolaus 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.

// Bio

Niko 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 Links

Website: rerun.io






Catch all episodes, blogs, newsletters, and more: [https://go.mlops.community/TYExplore](https://go.mlops.community/TYExplore))

Join our Slack community [[https://go.mlops.community/slack](https://go.mlops.community/slack))]

Follow us on X/Twitter [[@mlopscommunity](https://x.com/mlopscommunity))]([https://x.com/mlopscommunity](https://x.com/mlopscommunity))) or [LinkedIn]([https://go.mlops.community/linkedin](https://go.mlops.community/linkedin)))] 

Sign up for the next meetup: [[https://go.mlops.community/register](https://go.mlops.community/register))]

MLOps Swag/Merch: [[https://shop.mlops.community/](https://shop.mlops.community/))]

Connect with Demetrios on LinkedIn: [/dpbrinkm](https://www.linkedin.com/in/dpbrinkm/))

Connect with Niko on LinkedIn: [/NikolausWest](https://www.linkedin.com/in/nikolauswest/))





Timestamps:





[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