I Saw the Future of AI in a Robot That Can Learn on the Spot

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Last week, I ventured a whopping 15 minutes from my house to see robots do some mind-boggling, jaw-dropping stuff.

I visited the Cambridge, Massachusetts, offices of a startup called Generalist AI, where I watched robot arms perform simple chores like stacking cups, putting blocks into bowls, and the like. I was astonished by how quickly they figured things out—it was reminiscent of a flesh-and-blood person.

The arms mastered a range of tasks after ingesting a short, instructional video and, most impressively, no specific training for a given task. One of the most striking examples involved a robot that was instructed to sweep a block into a bowl using a dustpan and brush. When the brush was removed from the scene, the robot improvised by using the dustpan like a brush and flicking the block into the bowl.

In another case, a two-armed robot watched a videoclip of someone unzipping...

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Twenty police forces in England and Wales recorded 163 crimes involving keywords like “AI-generated”, “deepfake”, and “nudify” by July 2026, up from 10 in 2023

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