Azurade @Azurade4

We do not understand the concept of love. she/her Joined September 2019

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2K
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13
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605
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424K

ish @ish13c

18 hours ago

This is why we can’t have nice things… #LifestealWorld

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You have noticed it. ChatGPT feels dumber than it used to. Your prompts that worked six months ago produce worse results now. The writing sounds flatter. The ideas sound safer. The internet itself feels like it is shrinking. Every article reads the same. Every email sounds the same. Every answer sounds like it was written by the same voice. You thought it was you. It is not you. Researchers at Oxford and Cambridge published a paper in Nature proving what is happening. They call it Model Collapse. Here is the mechanism in one sentence. AI trained on AI-generated data gets dumber every generation until it forgets what real human data looked like. The internet is filling with AI-generated content. Blog posts. Articles. Reviews. Comments. Social media. AI companies scrape the internet to train the next generation of models. Which means the next generation of AI is being trained on the output of the current generation. Each cycle loses information. Not randomly. It loses the rarest, most unusual, most creative parts first. The researchers call these the "tails of the distribution." The weird ideas. The unexpected perspectives. The things that made the internet feel human. Those disappear first. What remains is the average. The safe. The expected. The bland. Then the next generation trains on that. And loses more. And the next generation trains on that. And loses more. The researchers proved this is not a slow decline. Major degradation happens within just a few iterations. Even when some of the original human data is preserved. They tested it on large language models. On image generators. On statistical models. The pattern was the same every time. The output converges toward a narrow, flattened version of reality that looks nothing like the original data. The lead researcher put it plainly. "Large language models are like fire. A useful tool. But one that pollutes the environment." The pollution is invisible. You cannot see which sentence on the internet was written by a human and which was written by AI. Neither can the AI that is about to train on it. And once the tails are gone, they do not come back. The damage is irreversible. This is not a prediction anymore. It is a diagnosis. The internet you grew up on was built by humans writing things no algorithm would have written. Strange, personal, imperfect, alive. That internet is being diluted. One generation of AI at a time. And the models trained on what remains are learning a smaller and smaller version of the world. Model Collapse is not a technical problem. It is a cultural one. The thing that made the internet worth reading is the thing that disappears first.

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Ivy 🩵 @Ivorygh0st

5 days ago

take me down to catgirl city where the boys are girls and the girls are kitty.

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G2 League of Legends @G2League

7 days ago

Kinda embarrassing to play a champion LS suggested. Ohhh I’m pregnant with your champ. I’m playing it and it’s yours

LS @LSXYZ9

4 weeks ago

Regardless of the result of this game I'd like to remind everyone that Canyon hasn't picked Nasus so it is still a bad champion. If he picks it then it is a good champion. #LCS

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KibryHouse🏳️‍⚧️ @KibryHouse

a week ago

“New Super Mario Bros World” just naming games that dont even exist. 0/10 bait.

SummoningSalt @summoningsalt

2 weeks ago

A new Super Mario Bros world record was just set by @lekukie_ - 4:54.36. We are now just 6 frames away from tying the TAS. 0.1 seconds away from a perfect speedrun.

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にしきのこい @kuroppoikoi

2 weeks ago

｢昨夜9時ごろ、あなたの同僚の木下さんが殺害されました｣｢ああ、俺が毒殺したからな｣｢おや、おかしいですね。私は木下さんが"毒殺された"とは言ってませんよ｣

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Azurade @Azurade4

2 weeks ago

@samreich Hatsune Miku!?!?!?!

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Curious Thing @CuriouserThing

3 weeks ago

@hellspatisserie panem (estradiol valerate) et circenses (reimu hakurei armpits)

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Azurade @Azurade4

3 weeks ago

@cursedamage … searched it up on mangadex and they uploaded a new chap one hour after you posted this did you will it into existence

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Azurade @Azurade4

a month ago

@mikuexpo

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dr. ballsack 🔞 @donquipanties99

a month ago

If I had a penis I’d— no. I don’t even know anymore. Strokes my nothing.

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Yakubu @nyokodo

a month ago

5 MANLY phrases that the JAPANESE SAMURAI would repeat EVERY DAY before heading into BATTLE: 1. mofu mofu 2. fuwa fuwa 3. waku waku 4. doki doki 5. kyun kyun