Tech firms aim to trigger a robot revolution with video of humans doing housework. Gig workers are paid up to $25 an hour to film themselves doing various tasks.

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The latest boom in robotics represents a revolution in the way machines have learned to interact with the world. Roboticists used to dream big but build small. They’d hope to match or exceed the ...