Xaira explains how its lab robots use continuous visual feedback in messy real labs

BoWang87 · x · 2026-10-23

Bo Wang details Xaira's system: X-Scientist interprets camera views, screens, and instrument software to coordinate workflows; X-Bot handles physical interactions; mobile robots shuttle samples between stations. For messy real labs, X-Bot adjusts motions via continuous visual feedback instead of fixed pre-taught positions, with motion corrections and protective stops running locally rather than waiting on the AI model. The hard part is making it repeatable in a functioning lab.

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