▲ 442 ▼ “Model collapse” threatens to kill progress on generative AIs (bigthink.com) submitted 2 years ago by Stern@lemmy.world to c/technology@lemmy.world 149 comments fedilink hide all child comments
[+] pennomi@lemmy.world 7 points 2 years ago* (last edited 2 months ago) (4 children) [deleted] permalink fedilink source parent hideshow 4 child comments replies: [–] Bezier@suppo.fi 4 points 2 years ago (2 children) I would expect some kind of small artifacting getting reinforced in the process, if the approved output images aren't perfect. permalink fedilink source parent hideshow 2 child comments replies: [+] pennomi@lemmy.world 5 points 2 years ago* (last edited 2 months ago) (1 child) [deleted] permalink fedilink source parent hideshow 1 child comment replies: [–] Bezier@suppo.fi 3 points 2 years ago Didn't think of that, good point. The inbreeding could also affect larger decisions in sneaky ways, like how it wants to compose the image. It would be bad if the generator started to exaggerate and repeat some weird ai tropes. permalink fedilink source parent [–] WalnutLum@lemmy.ml 1 point 2 years ago I don't know if thinking that training data isn't going to be more and more poisoned by unsupervised training data from this point on counts as "in practice" permalink fedilink source parent
[–] Bezier@suppo.fi 4 points 2 years ago (2 children) I would expect some kind of small artifacting getting reinforced in the process, if the approved output images aren't perfect. permalink fedilink source parent hideshow 2 child comments replies: [+] pennomi@lemmy.world 5 points 2 years ago* (last edited 2 months ago) (1 child) [deleted] permalink fedilink source parent hideshow 1 child comment replies: [–] Bezier@suppo.fi 3 points 2 years ago Didn't think of that, good point. The inbreeding could also affect larger decisions in sneaky ways, like how it wants to compose the image. It would be bad if the generator started to exaggerate and repeat some weird ai tropes. permalink fedilink source parent
[+] pennomi@lemmy.world 5 points 2 years ago* (last edited 2 months ago) (1 child) [deleted] permalink fedilink source parent hideshow 1 child comment replies: [–] Bezier@suppo.fi 3 points 2 years ago Didn't think of that, good point. The inbreeding could also affect larger decisions in sneaky ways, like how it wants to compose the image. It would be bad if the generator started to exaggerate and repeat some weird ai tropes. permalink fedilink source parent
[–] Bezier@suppo.fi 3 points 2 years ago Didn't think of that, good point. The inbreeding could also affect larger decisions in sneaky ways, like how it wants to compose the image. It would be bad if the generator started to exaggerate and repeat some weird ai tropes. permalink fedilink source parent
[–] WalnutLum@lemmy.ml 1 point 2 years ago I don't know if thinking that training data isn't going to be more and more poisoned by unsupervised training data from this point on counts as "in practice" permalink fedilink source parent