Morning Edition · Wednesday, November 11, 2026Published at 1:08 AM EST · New York
New arXiv research on auditable human-agent teams for X-ray experiments addresses the harder problem: sustained autonomous operation of physical instruments.

Lawrence Berkeley National Laboratory leads SYNAPS-I, one of the first projects under the White House's Genesis Mission for AI-driven science. According to Meta, the project's segmentation pipeline uses two of Meta's open models. Segment An…
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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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