Stern@lemmy.world to Technology@lemmy.worldEnglish · 3 months ago“Model collapse” threatens to kill progress on generative AIsbigthink.comexternal-linkmessage-square143fedilinkarrow-up1449arrow-down127
arrow-up1422arrow-down1external-link“Model collapse” threatens to kill progress on generative AIsbigthink.comStern@lemmy.world to Technology@lemmy.worldEnglish · 3 months agomessage-square143fedilink
minus-squarePennomi@lemmy.worldlinkfedilinkEnglisharrow-up5·3 months agoYeah, in practice feeding AI its own outputs is totally fine as long as it’s only the outputs that are approved by users.
minus-squareBezier@suppo.filinkfedilinkEnglisharrow-up3·3 months agoI would expect some kind of small artifacting getting reinforced in the process, if the approved output images aren’t perfect.
minus-squarePennomi@lemmy.worldlinkfedilinkEnglisharrow-up5·3 months agoOnly up to the point where humans notice it. It’ll make AI images easier to detect, but still pretty for humans. Probably a win-win.
minus-squareBezier@suppo.filinkfedilinkEnglisharrow-up3·3 months agoDidn’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.
Yeah, in practice feeding AI its own outputs is totally fine as long as it’s only the outputs that are approved by users.
I would expect some kind of small artifacting getting reinforced in the process, if the approved output images aren’t perfect.
Only up to the point where humans notice it. It’ll make AI images easier to detect, but still pretty for humans. Probably a win-win.
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.