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Shark AV2810YS PowerDetect NeverTouch, Self-Empty & Self-Refill, Robot Vacuum and Mop

Closed-Loop Hygiene: The Systems Engineering of Fully Automated Cleaning Bases

Published on Dec. 21, 2025, 5:59 a.m.

The ultimate promise of home robotics is "set and forget." However, early generations of robot vacuums merely shifted the labor…

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odor neutralization science (1) self-emptying robot base mechanism (1) closed loop hygiene (1) automated home cleaning systems (1) HEPA filtration technology (1)