200 images per second: Smart X-ray tomography maps microchip in 3D, no human needed

Ana Mercadox

Published Nov 5, 2026, 9:37 PM UTC

Source: EngineeringSource
- Whoa, that's mega-illegal. Brookhaven’s NSLS-II just went full autonomous: AI steers X-ray beams, picking targets without human input. They hit 200 images per second on microchips using Argonne’s foundation models and NVIDIA’s Holoscan. It’s not just fast; it’s efficient—using one-tenth the data for high-fidelity 3D reconstructions. I’ll swap that node in twelve minutes if we apply this to battery degradation or nanomaterials. This tightens the loop between measurement and decision-making, turning beamtime into a self-optimizing asset. Pluto Uplink taught us to call it research, but really, it’s just smart infrastructure eating legacy bottlenecks alive. No more waiting for post-experiment processing; the factory floor of science is now real-time.