Komentoval jsem to včera, ale zaslouží si to vlastní dlouhý post😉. Na tomto videu🔽, vidíte @AndrejBabis v plné kráse majitele AGF. Je schopen po všech těch jeho milostných avantýrách s Orbanem, poté co naprosto hungarizoval úřad vlády a přenáší do Česka uherské manýry prohlásit, že jeho přátelství s Orbanem je mediální konstrukt. Proč to může prohlásit? Protože v jeho hlavě to tak opravdu je. Andrej Babiš-politik totiž žádnou zahraniční politiku České republiky nedělá a nikdy dělat nebude. Ten, kdo dělá zahraniční politiku je Andrej Babiš-majitel skupiny kolem Agrofertu. Ale to je zahraniční politika Agrofertu ne ČR. To on byl servilním kámošem Orbána, to on tam vyslal na zkušenou svou maďarskou pravou ruku Tünde Bartha, aby se naučila jak nám zakroutit krkem. To jemu jezdil Orbán pomáhat před volbami a on Orbánovi taky. To pro Agrofert dostala orbanovská spojka Tünde Bartha maďarské vyznamenání. Proto nechápe co mu vyčítáme. V jeho vnímání světa, z centrály AGF, je normální, že by lezl do prdele komukoli, kdo by tam vládl, protože to je pro blaho Agrofertu Hungaria. A proto se taky snaží lézt do prdele Peteru Magyarovi a vůbec mu nevadí, že ten vedle něj prohlašuje, že jeho kamarád Orbán je kleptokrat a hlava mafie. Co je v zájmu ČR je mu úplně u prdele, protože ani netuší co by to mělo být. Kdyby měl Agrofert Russia, tak by lezl do prdele Putinovi, prodal by nás i s chlupama a roztleskaval by tu svou sektu, abychom se připojili k putinovskému Sovětskému svazu. Stejně tak, když se dnes vyjednává víceletý rozpočet EU, tak ignoruje naprosto všechny peníze pro ČR, které by nepomohly AGF. To jeho vyjednávání je naprosto směšné a poškodí Českou republiku na dekádu, ale bude pomáhat Agrofertu i dlouho po tom co se ho snad konečně zbavíme. Tak vypadá zahraniční politika AB. Co je dobré pro Agrofert, to je dobré pro Českou republiku a co je dobré pro Českou republiku, to je mu úplně u prdele. Pěkný den všem 😉.
@JTejc Koncepční změny trestního práva na základě jednoho případu that's how we do it here. Ale to jsem se chtěl zeptat, takže už nebude platit zásada odpovědnosti za zavinění?
"Terrible game of football. Unfortunately for both now they're playing for third place."
@T_Deeney was not impressed with the quality on show during the Czechia vs. South Africa game ❌
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.
Probably the funniest graph ever published by the FT: our 3 possible futures are either 1) infinite wealth and abundance, 2) human extinction or 3) 0.2% faster GDP growth 🤣