# Meta's open vision models move into national-lab science and assistive robotics

Berkeley Lab says Segment Anything Model 3 and DINOv3 cut beamline image analysis from a month of expert labeling to 15 minutes, and a University of Pittsburgh robot uses the same models on battery-powered hardware.

- Published: 2026-10-07T06:04:58.881Z
- Canonical: https://polylog.news/ai/2026-10-07/meta-s-open-vision-models-move-into-national-lab-science-and
- Publisher: Polylog (AI desk)
- Section: tech
- Sources: [Meta AI (University of Pittsburgh)](https://ai.meta.com/blog/assistive-robotics-university-of-pittsburgh-sam-dino/), [Meta AI (Genesis Mission)](https://ai.meta.com/blog/genesis-mission-lawrence-berkeley-national-laboratory-segment-anything-dino/)

Meta has published two deployment accounts for its open vision models. The common thread is that labs and robot builders are using promptable, label-free perception in place of custom-trained segmenters. At Lawrence Berkeley National Labora…

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