Doc Provocateur 🛑💩 🔥Ψ

Truth is the ultimate provocation.
Can't say I didn't warn you.
∞

[Doc Provocateur 🛑💩 🔥Ψ @no2phase1]

Marked safe from causing Kamala and the Democrats to lose the election!

[Clarence Thomas the Tank Engine @TheRealJChubby]

The whole business model of basically every Silicon Valley company is to operate at a loss until they have monopoly power and then extort "record profits" from their customers.

[Doc Provocateur 🛑💩 🔥Ψ @no2phase1]

@leigh_fall @BrendanHoffma19 @Hedgesgurl The analogy is actually worse. They didn't have enough lifeboats and knew the lowest classes would die.

[Jason Bassler @JasonBassler1]

If they want to call surveillance "public safety"...

We'll call surveillance removal "public service."

[Drop Site @DropSiteNews]

⭕️ Jeremy Scahill on what Iranian sources told him about dealing with President Trump: “‘We’ve had senior psychologists work up a psychological profile of what they think is going on with Trump’s brain. And we started to cater our messages by running them past senior psychologists before delivering them to Trump.’ And they said that ‘we then started to see some progress.’ They almost talked about like a clinical sense, like they’re dealing with a patient.”

[Doc Provocateur 🛑💩 🔥Ψ @no2phase1]

I bet somewhere in the archives of history, there's a debate over this outlining the classics. Anyone with half a century under their belt says we passed it a while ago.

[Ana Escobar @AnaEscobarShow]

At what point does it become treason

[Doc Provocateur 🛑💩 🔥Ψ @no2phase1]

🥵🥵🥵🫠

[Doc Provocateur 🛑💩 🔥Ψ @no2phase1]

Does Ma Bell mean anything to these people?

[Open Source Intel @Osint613]

U.S. Department of Justice approves merger of Warner Bros and Paramount, reports say.

Contributed by @AZ_Intel_.

[Doc Provocateur 🛑💩 🔥Ψ @no2phase1]

GIGO

[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.

[Just.A.Thought 💭 @e_galv]

Most humans will die without ever realizing that their brains have been completely hijacked by the indoctrination and conditioning of a few thousand psychopathic people in control of the information we're allowed to see and that is quite infuriating, actually.

[Today in History @TodayinHistory]

George Orwell’s 1984 was published today in 1949.

“The Party told you to reject the evidence of your eyes and ears. It was their final, most essential command.”

[Assal Rad @AssalRad]

“During a ceasefire”

[Cameron 🇺🇸 🗽🦅 @CameronCorduroy]

they've built concentration camps and i'm expected to act like it's a mere difference of political opinion

[Doc Provocateur 🛑💩 🔥Ψ @no2phase1]

WTAF America?

[Jason Bassler @JasonBassler1]

UFC on WH lawn - $60M
Trump's illegal tariffs - $264B
"Triumphal" Arch in DC - $100M
Renaming airport to DJT - $5.5M
Trump's war on Iran - $2B per day
Trump's face on $250 bill - $375M

The gap between “America First” and “Trump's legacy first” is getting harder to ignore.

[susan abulhawa | سوزان ابو الهوى @susanabulhawa]

ZIOS: it's antisemitic to say Jews control the media

ALSO ZIOS: controlling all the media is a lot of work. "Instead of trying to control the whole world," [yes, that's a direct quote], all we have to do is control AI, because people trust AI and that's where everyone is getting their information.

[BonkDaCarnivore @BonkDaCarnivore]

What's amazing to me is that, 10 years apart, there are the exact same clouds in the exact same positions.

DC truly is a magical place

[Murray Rothbard @MurraySuggests]

The Iranian navy, which has been destroyed eight times, has apparently closed the Strait of Hormuz again, because the United States, for the seventh time, won the war that wasn’t a war, so now the United States has to open the Strait of Hormuz that was already open before the not-war began.

The not-war began because Iran had uranium that was totally, completely, beautifully obliterated, so they can’t build the nuclear bomb they weren’t building, which is why the United States had to start the not-war it definitely didn’t start.

Now the United States, which has nuclear weapons, is threatening to use nuclear weapons to stop Iran from getting nuclear weapons, because nuclear weapons are far too dangerous for countries with nuclear weapons to allow other countries to have.

If the United States saw the United States doing what the United States does in other countries, the United States would invade the United States to liberate the United States from the tyranny of the United States.

[Democracy Now! @democracynow]

Trump has tapped David Venturella, a former ICE official and executive at the prison company GEO Group, to replace Todd Lyons as head of ICE. “It’s really hard to see where the interests of ICE end and those of private prison companies begin,” says Setareh Ghandehari of Detention Watch Network.
https://t.co/3gVtTe7BOU

[Lazzyyyyyy @em_Lazzy]

Say what you want, but Albania freezing Jared & Ivanka's project and opening a probe is exactly how governance should work👏

[barbarism critic @barbarismcrit]

Democrats will of course not use this to their advantage