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Morning Edition · Monday, November 9, 2026Published at 1:17 AM EST · New York
Meta's Open Vision Models Run Inside a Department of Energy Beamline Pipeline and an ARPA-H Wheelchair Robot
Berkeley Lab says SAM 3 and DINOv3 on 300 A100 GPUs cut beamline image analysis from months to about 15 minutes, and both projects fine-tune the models on their own infrastructure.
SYNAPS-I is one of the flagship projects of the Department of Energy's (DOE) Genesis Mission. Berkeley Lab leads it with Argonne, Brookhaven, Oak Ridge and SLAC, and its segmentation pipeline is built on two Meta models: Segment Anything Mo…
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Part of a tracked trend
Open-Weight Vision Models Move Into National Lab Beamlines and Assistive Robotics
Fine-tunable open-weight perception models keep displacing expert annotation and custom vision stacks in government science and assistive robotics, where data must stay on the operator's own infrastructure.
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