Diffusion policy: teaching AI to teach itself

扩散策略:教会人工智能自我教学

Editor's Picks from The Economist

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2024-12-05

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A handpicked article read aloud from the latest issue of The Economist. Building a robot that can cook is not a new idea. Building a robot that can teach itself how to cook, however, is. An innovative new approach to AI might just make it possible.  Listen to what matters most, from global politics and business to science and technology—subscribe to Economist Podcasts+
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  • The Economist Hello, this is Alok Jha,

  • host of Babbage, our weekly podcast on science and technology.

  • Welcome to Editor's Picks.

  • We've chosen an unmissable article from the latest edition of The Economist.

  • Please do have a listen.

  • a group of robots are busy cooking.

  • There is nothing special about that.

  • Robotic chefs have been around for a while,

  • but these robots are more proficient than most,

  • flipping pancakes, slicing vegetables, and making pizzas with ease.

  • The difference is that instead of being laboriously programmed to carry out their tasks,

  • the Cambridge robots have been taught only a basic set of skills.

  • Using the wonders of artificial intelligence or AI,

  • they quickly improved upon those skills to become far more dextrous.

  • Despite their extraordinary culinary capabilities,

  • these robots are not destined for a career in catering.

  • If you give a robot the confidence to work in a kitchen,

  • it will also have the confidence to work in a factory or a person's home,

  • says Gil Pratt, Toyota's chief scientist.

  • Cooking involves lots of complex tasks,