# GoogleDeepMind turns one robotics demo into synthetic worlds for training data

> Original title: @GoogleDeepMind Turning a single robotics demo into whole new synthetic worlds and training data. 🌍

- Source: Paige Bailey
- Published: 2026-11-10T14:25:48.000Z
- Bad Influence: https://badinfluence.news/items/ead8u6082rpzk941xyvzpq4d4
- Original: https://x.com/DynamicWebPaige/status/2120161002918699287

## Summary

GoogleDeepMind uses Gemini 3.1 Pro to find placement targets in a robotics demo and NanoBanana to erase the robot arm and inpaint clean tabletops. The method augments a single demo into new synthetic 3D scenes for training data, according to Paige Bailey's post.

## Post

@GoogleDeepMind Turning a single robotics demo into whole new synthetic worlds and training data. 🌍

Uses Gemini 3.1 Pro to spot placement targets and @NanoBanana to erase the robot arm + inpaint clean tabletops for 3D scene augmentation. Very cool!

📍 Poster S1 #198
🔗 https://openreview.net/forum?id=w1x9MHo93E

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