The J15 Max Ultra adds an infrared vision system to the robot vac, so it can detect the 3D structure of anything in front of it no matter what the lighting is. This allows it to spot and react to liquid spills, both clear and colored. In addition to mopping first, it also raises its roller brush to avoid sucking any liquid into the bin.
While most people aren't likely to leave wet puddles on their floors, it's feasible that a pet might leave a wet mess while you're not home. This type of advancement in the capabilities of a robot vacuum to react to what it's cleaning and adjust appropriately is encouraging.
Over the past few years, high-end robot vacuums have gotten smarter about identifying and reacting to specific objects - such as cables, solid pet waste, and socks - using cameras and computer vision.
Models from companies like iRobot and Roborock can determine what to do based on the type of object they spot. Rather than simply avoid an object, they will adapt how they clean if they spot certain items.
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