Bert the Stranger

Elleboogschutter en neusviroleugenaar.
To be here doesn't mean I'm not somewhere else also.
The difference between a motorcycle is the door!

[The Washington Post @washingtonpost]

Exclusive: U.S. intelligence agencies have warned the Trump administration that Israeli Prime Minister Benjamin Netanyahu is likely to take steps that will undermine President Trump’s effort to reach a lasting peace deal with Iran. https://t.co/LF1mowtp08

[Bert the Stranger @Vince_Hunger]

@maazaction @FranceskAlbs Poor you...

[Courage International AISBL @couragefound]

Francesca Albanese has been sanctioned for doing her job and demanding an end to the Genocide in Palestine. The EU has failed to protect her, the UN has failed to protect her.

In this video message .@FranceskAlbs updates us on the current state of affairs regarding the US imposed sanctions on her and the ongoing legal battle in the US to have them removed.

Please watch and share Francesca´s update on the Court Case and continue raising awareness about our petition to pressure the EU to do its job!

[UAP ★ Luigi ★👁️⃤ 🇺🇸 κρυπτός W.👽MJ12 SOM1-01🫈 @UAPLuigi]

@joshforprogress Don’t worry, the Epstein crew “are good people”

🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣

[Muhammad Mazen @mhmd_s09]

One of the most horrifying and brutal scenes ever captured on camera in modern history.

Israel built the only military prison in the world designated for children , Children are subjected to beatings, torture, and rape on a regular basis.

A moment the world must never forget.

[Bert the Stranger @Vince_Hunger]

Hoe cynisch kan een maatschappij worden? Echt om stil van te worden...

Lees dit artikel op Trouw https://t.co/L2eXmlVJWf

[Stew Peters @realstewpeters]

IAN CARROLL: “UFC is owned by Ari Emanuel, son of Benjamin Emanuel—an actual Israeli terrorist. His IMG agency supplied models to Epstein’s Jean-Luc Brunel.”

Trump’s WH 250th anniversary event is sponsored by literal Israeli terrorists and Epstein associates.

[Parody Jeff @Parodyjeffx]

HOLY SHIT 🇫🇷🇮🇱

French authorities exposed Israeli Mossad-linked firm BlackCore interfering elections across France, Scotland, Angola, Togo and New York City.

They flooded everywhere with fake accounts, AI bots and vicious smear campaigns to steal votes

[Kerry Burgess @KerryBurgess]

They say every accusation is a confession.
Frankly, it's hard not to conclude that if this report is accurate, these horrific crimes are simply the product of Israel implementing the Dahiya Doctrine in one desperate,last gasp attempt to clear Gaza in the face of collapsing global and US support for their cause.
IDF veterans have long documented orders where soldiers were instructed to kill everyone in designated combat zones, and the ramping up of extreme force reflects the increasingly desperate position of the failing and weakening IDF.

[MO @Abu_Salah9]

حاولت اسرائيل خداع العالم وإظهار أن الطبيب حسام أبو صفية بصحة جيدة عبر حلاقة وتصفيف شعره ولكن ولسوء حظهم تم كشف الحقيقة

أثار التعذيب الوحشي والضرب واضحة بشدة على جسده

فضح هذا الإرهاب واجب على كل حر حول العالم

[Abier @abierkhatib]

Another wild story from @JohnKiriakou about America’s so called “greatest ally”

How long is it going to take for Americans to wake up and see that 🇮🇱 is not ur Ally?

[Nnayi◽ @NnayiLexon]

This’s the freedom bandits are enjoying in northern states

[Furkan Gözükara @FurkanGozukara]

🚨 WTF?! A USS Liberty survivor confirms President LBJ intentionally set them up to be sunk by Israel as a false flag.

He reveals Washington maliciously denied escorts and called back rescue planes twice, leaving them to die for 17 hours to appease the Zionist regime.

[Cucumberman @BersekEv]

Este video tiene 35 años.

Dejen de fingir que esto empezó el 7 de octubre.

[Bert the Stranger @Vince_Hunger]

A must see

[Suppressed News. @SuppressedNws1]

WOW.

AlJazeera just dropped a ONE HOUR documentary about ISRAEL’s CRIMES against the PALESTINIANS.

This is very HARD TO WATCH.

[Zachary Foster @_ZachFoster]

BREAKING: Harrowing footage of Israeli soldiers abducting Palestinian girls in the occupied West Bank town of Beitunia.

Source: Wonderful Palestine: https://t.co/j0XfQCesgy

[Eugene @ScienceDJX]

Albanians want the world to know the corruption that the Trump family is involved in their country with, is not okay. They have very good questions that deserve to be answered.

[Eric Moutsos @realericmoutsos]

How are the Kushner/Trump
Bunkers coming along in Albania? Albanians are now kicking out Israeli 🇮🇱 settlers from the area.

[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.