SW StudyWalks

Artificial Intelligence  /  AI 0451  ·  Atom · ~20 seconds

Depth Is Composition

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A deep network is a stack of layers, each re-describing the case for the next — "deep" means nothing more than how many stages the case passes through.

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Raw pixels admit no single cat-versus-dog cut; layers manufacture, cut by cut, coordinates in which the distinction nearly is one.

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Nobody designs the intermediate coordinates — training sculpts them, as errors sculpted the melon knobs.