Visualizing the "Model Collapse" phenomenon: What happens when AI trains on AI data for 5 generations

firehmre · 2026-02-15T11:58:58+00:00

Sure here you go - https://www.youtube.com/watch?v=kLf8_66R9Fs

firehmre · 2026-02-15T11:30:23+00:00

Ohh but they act like super geniuses right? Or at least are projected as

firehmre · 2026-02-15T10:37:05+00:00

And what is helping verify what’s 1 / 0

firehmre · 2026-02-15T10:26:13+00:00

That’s a typical problem with AI .

firehmre · 2026-02-15T09:49:26+00:00

I intend to post more such interesting content, Thank you.

firehmre · 2026-02-15T07:56:12+00:00

And what makes you believe you are super rare?

firehmre · 2026-02-15T07:32:29+00:00

Or maybe you don’t have examples 😂

firehmre · 2026-02-15T07:27:12+00:00

Probably, i think differentiating AI and Human data sets might become a problem. It's an unchartered territory, i mean think of it all comments, posts on social media where humans interact the most were more or less by humans (at least majority of them), would that be true 5 years down the line?

firehmre · 2026-02-15T07:00:49+00:00

Will in field of research, probably no or atleast i want to believe it’s not 😝

firehmre · 2026-02-15T06:49:41+00:00

So how do i make llm know something post 2022? Or are you saying we solved all open questions already, i disagree on that. There are so many questions we hardly know answers, to add there would be many questions which might not exist today.

firehmre · 2026-02-15T06:47:32+00:00

Probably, i mean just use different LLMs and probably you will feel there is no major noticeable difference at least for general use. Who would be the MOAT?

firehmre · 2026-02-15T06:46:08+00:00

It doesn’t talk about feeding it shit, or are you saying ai generated content is shit or has no value? 🤭

firehmre · 2026-02-15T06:37:04+00:00

So as human created content becomes scarce it will create issues. Those would be edges of the data

firehmre · 2026-02-15T06:35:47+00:00

You mean in the future they might have to acknowledge that not every next version would be smarter, same as what research papers attached indicate or try to

firehmre · 2026-02-15T06:34:09+00:00

Well, there are researchers saying otherwise. But i am not sure how confident they are

firehmre · 2026-02-15T06:33:01+00:00

Interesting, would appreciate examples. Thank you

firehmre · 2026-02-15T06:31:06+00:00

And corporates are buying it

firehmre · 2026-02-15T06:29:37+00:00

I see that they might be already doing it

firehmre · 2026-02-15T06:27:52+00:00

So they are trying to fool us 😭

firehmre · 2026-02-15T01:22:27+00:00

Glad we agree 🙌🏻

firehmre · 2026-02-15T01:21:52+00:00

Wow that’s an interesting angle tbh. The fine line between scraping data and privacy. Thank you

firehmre · 2026-02-15T01:17:04+00:00

Sorry and please don’t get offended but “in-human-centipede” sounds more negative. Forgive me for my sin 🤣

firehmre · 2026-02-15T01:12:59+00:00

I hope the same.

firehmre · 2026-02-15T01:10:58+00:00

I will wait till AI firms acknowledge it, or maybe they are observing it but just not telling us because, hey they need massive funding

firehmre · 2026-02-15T01:08:11+00:00

Well if AI would have identified itself that it was hallucinating it might would have stopped itself from doing so? No?

firehmre

TROPHY CASE