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Robotics & Autonomy·July 17, 2026·1 min read

Shark PowerDetect UV Reveal review: A robot vacuum-mop that finds hidden messes

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Consumer robots that use UV to detect hidden stains show how much perception is moving beyond simple bump-and-map. For anyone building service or industrial bots, the bar is rising — users will expect machines to find the mess they can’t see, not just follow a preplanned route.

Robotics & Autonomy

Ex-MBDA engineer builds $1,100, 40g AI micro-drone using AMD phased-array sonar for YC-backed startup Tornyol to eradicate mosquitoes, currently restricted to 3-minute flights

A $1,100, 40g AI micro‑drone with phased‑array sonar hunting mosquitoes is a glimpse of ultra‑cheap, specialized autonomy for environmental control — even if it only flies three minutes today. If you operate in ag, public health, or facilities, start mapping where swarms of disposable, task‑specific drones could replace manual or chemical interventions.