Angie

Former artist at Zynga LA and Disney (DCP). Hu Creates Art and licensing agency. 猫が好きです。 |

[鯊魚先生Mr.Shark @mrsharkid]

Blablablabla
巴拉巴拉巴拉巴拉
블라블라블라블라

[Nav Toor @heynavtoor]

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.

[precis0x @precisox]

El ingeniero que creó claude code acaba de soltar un video de 28 minutos donde te enseña a escribir prompts que realmente funcionan.

He visto cursos de 300 dólares que no llegan ni a la mitad de lo que explica en los primeros 10 minutos.

Archivos CLAUDE.md, atajos de memoria, sesiones paralelas y patrones de prompting que cambian el juego.

Todo en un solo video y completamente gratis.

Da igual si eres desarrollador, principiante o ya llevas meses usando Claude. Esto te va a volar la cabeza.

[Angie @hupaints]

😂😂😂😂😂

[Angie @hupaints]

@kinocopter Delete your false info!!! 🙄🙄🙄

[Angie @hupaints]

@NotionStatus Notion is pretty unstable these days … how can we relying on it for daily work as a company! We paid for the service.

[Old Media @oldmedia]

Movie scenes inspired by anime

[鯊魚先生Mr.Shark @mrsharkid]

Happy Pi Day! Let’s celebrate the infinite magic of π!
ππ，今天是圓周率日。
오늘은 '원주율의 날'! 끝없이 이어지는 π 의 신비로움을 함께 즐겨봐요!

#鯊魚先生 #MrSharkid #샤크씨 #MrSharksAdventure #PiDay

[Seapup Show 這是海豆 @seapupshow]

A fighting spirit in a tiny pup!

#blender #animation #cartoon

[Angie @hupaints]

@yoginnnnnn 太厲害啦💪👏

[DAN KOE @thedankoe]

https://t.co/FGLYHaRhRq

[Angie @hupaints]

@NASA JOTD

[ARIGATO BG JAPAN @arigatobgjapan]

251006

#パク・ボゴム さんの韓服姿が
秋夕に世界主要都市の電光掲示板に登場！

東京・新宿クロスビジョン

#박보검
#ParkBoGum #朴寶劍
#한복 #Hanbok #한복웨이브 #HanbokWave
#추석 #한복의아름다움
#한국공예디자인문화진흥원
#WeareBGer

[dheePark✂️💈✨ @dheebrent30]

The styling is impeccable. The entire look, from his headdress to his footwear, worked in perfect harmony with Bogum's precise posing to completely embody the character.
#ParkBoGum
#ParkBoGumXHanbokWave

[Seapup Show 這是海豆 @seapupshow]

Polaroid, snap snap snap 📸

#blender #animation #cartoon

[鯊魚先生Mr.Shark @mrsharkid]

《鯊魚先生奇幻冒險》EP02精華搶先看 👀

Sneak Peek: Highlights from Mr. Shark’s Adventure EP02 👀

샤크 씨의 환상 모험 EP02 하이라이트 미리보기 👀

#鯊魚先生 #MrSharkid #샤크씨 #MrSharksAdventure #鯊魚先生奇幻冒險 #動畫 #animation #cartoon

[不二马大叔/Bu2ma @bu2ma]

All felines are born with a natural sense for the camera 😂

#AlexandertheFatTiger #camerasense #feline #bigcats

[Angie @hupaints]

Highly recommended Vipassana!!

[jack @jack]

Vipassana is a technique and practice to “know thyself.” Understanding the inner nature as a way to understand…everything. It was rediscovered by Gautama the Buddha 2,500 years ago through rigorous scientific self-experimentation to answer the question: how do I stop suffering?

[Historic Vids @historyinmemes]

Archaeologists have discovered huge, spiral-shaped cylindrical structures stretching over 600 meters (about 2,000 feet) straight down beneath the Great Pyramid of Giza. These massive findings, located more than 2 kilometers (1.2 miles) below the pyramid's base, hint at enormous hidden constructions deep underground.