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Robot vacuums with "climbing" capabilities also use AI to better determine which obstacles they can (and should) actually try to scale, and which they should stay away from. The Dreame X60 Max Ultra Complete and Roborock Qrevo Curv 2 Flow both have retractable legs that can hoist the vacuum's chassis a few inches up and over various thresholds. Using AI to make a game-time decision, these smart vacs know which small barriers to smoothly drive over (thick floor type changes or door saddles, sliding door tracks into another room or closet, or chair legs that lay flat across the floor) and which small barriers to steer around (like shoes.) AI-powered robot vacuums have a better concept of where they can fit in general, making them much less likely to get stuck.

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This made me curious about how often programmers are confused about this. For anchors, this question can be answered by looking for regexes that unnecessarily use anchors to match entire strings in pattern attributes. This is a question that can be answered with, drumroll, a regular expression! Well, assuming we ignore escaping. If the regex matches the regex /^\^.*\$$/ it's a sure sign that the author wanted to be extra careful, didn't know about the semantics of the attribute, or were reusing code from the back-end for front-end validation.

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