# Paige Bailey discusses Google DeepMind's farm robotics and crop-scanning plans

> Original title: Farm fields might just be the ultimate proving ground for physical AI: zero room for error, chaotic environments, and real-world impact.

- Source: Paige Bailey
- Published: 2026-10-28T09:57:19.000Z
- Bad Influence: https://badinfluence.news/items/idxu9snh9gznd7jwmld5kg9a4
- Original: https://x.com/DynamicWebPaige/status/2115382395918499908

## Summary

Paige Bailey, AI Developer Relations Lead at Google DeepMind, says farm fields are a demanding proving ground for physical AI, with no room for error and chaotic conditions. She joined Reservoir Farms founder Danny Bernstein and host Gabe Brulte on The Road to Autonomy to discuss DeepMind's robotics work, including multimodal models for crop scanning and moving systems from lab to field.

## Post

Farm fields might just be the ultimate proving ground for physical AI: zero room for error, chaotic environments, and real-world impact.

Had a blast joining @gbrulte and @ReservoirFarms on @RoadToAutonomy to discuss how @GoogleDeepMind is thinking about robotics, using multimodal models for things like crop scanning, and bridging the gap from working-in-a-lab to working-in-real-dirt. 🤖🌱

## Quoted post @RoadToAutonomy

> Farm robots that work in simulation sometimes fall apart in the field, and on average ag robotics startups wait six to nine months after raising venture capital before they even get access to a farm.
> 
> @DynamicWebPaige, AI Developer Relations Lead at @GoogleDeepMind, and Danny Bernstein, Founder & CEO of @ReservoirFarms, joined @gbrulte on The Road to Autonomy to discuss rugged physical AI and automation on farms.
> 
> Episode Chapters
> 00:00 Rugged Physical AI Goes Mainstream
> 01:02 Google DeepMind's Robotics Ambitions
> 04:11 Bonsai Robotics' $60,000 Autonomous Tractor
> 06:43 Why Startups Wait Months to Reach a Farm
> 10:17 Building Trust Between Growers and Engineers
> 14:45 Physical AI as a Growth Market
> 16:24 How Robotics Moved to the Center at Google
> 18:31 Broccoli Bred for Automation
> 22:44 Gemini Vision for Crop Scanning
> 24:39 Is Agriculture Ready for Automation?
> 26:34 Physics Replacing Chemicals
> 29:57 Weather Next and Google Earth Engine
> 33:17 The Future of Physical AI
> 35:19 @AUTNMYAI

https://x.com/RoadToAutonomy/status/2115144871371804935