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rcyeh | 1 year ago

I speculate your comment has been downvoted because you haven’t explained why you’d “like to see generative AI try to reconstruct the full image”.

What would be the purpose of that reconstruction? To help visualize the most likely original scene using a contemporary-biased lens? Why would we want that?

Imagine you found a box of macaron sandwich cookie fragments, and your model only knows about Oreos. Would such a reconstruction have value? Could it also apply inappropriate bias?

On the other hand, the right models can be critical. Look at how researchers created an image of black holes. [0] This is a reconstruction, and it is an average, and it relies on physics models; but those assumptions are in some ways more transparent than generative AI.

[0]: https://youtu.be/Ol_SB5Zfv-Y?si=O6CL-kjDcgBB0bWm , 4-minute overview

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