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We’re rolling out an upgrade designed to help robots reason about the physical world. 🤖 Gemini Robotics-ER 1.6 has significantly better visual and spatial understanding in order to plan and complete more useful tasks. Here’s why this is important 🧵


Gemini Robotics-ER 1.6 enables robots to better pinpoint objects in an image. Ask it to find tools in a cluttered workshop, and it can accurately identify and count the right items while ignoring things that aren't present.

The model knows when a task is complete to determine whether to retry it or move on - thanks to its multi-view reasoning and the ability to fuse live camera streams to understand a full scene. Watch it process multiple angles to confirm if the job is done ↓

A key strength: Gemini Robotics-ER 1.6 combines spatial reasoning, world knowledge, and agentic vision to allow robots to read a variety of instruments. See how it reads an analogy gauge right down to sub tick accuracy ↓

Industrial inspection is a massive visual challenge. When robots like Spot from @BostonDynamics patrols a facility, it captures images of complex analog dials. Gemini Robotics-ER 1.6 is the upgrade that could process these, writing its own code to account for camera distortion and calculate exact tick marks.

This is also our safest robotics model yet. Gemini Robotics-ER 1.6 understands physical constraints like avoiding liquids or items over 20kg when carrying out instructions. It is also 10% better at detecting human injury risks in videos.


Ready to build smarter robots? The model is available now on @GoogleAIStudio and the Gemini API. Find out more → <a target="_blank" href="https://goo.gle/4dGSh6y" color="blue">goo.gle/4dGSh6y</a>
