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Try to get an AI to render an upside down face. In my attempts, they can't do it at all. Deformity results. It is outside the training data.

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I think that’s a recurrent theme with deep learning: it’s incredible, almost magical, when it’s well adapted to a specific task that fits specific parameters. But failure modes are a minefield.

it completely fails at composition or novel characters

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