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Comment on Discovery is the original sin of the modern ageparent

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To put it more baldly:

Your matching problem is: what are the videos I would most like to watch

Youtube's matching problem is: what are the most lucrative videos which the modal user will still watch

Consider the limiting case: if people were willing to watch ads without any content in between, YT would happily serve them exactly that.

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