The Ukraine biolab story has completed its journey:
"Conspiracy theory" → "Russian disinformation" → "Fact-checked" → Official government disclosure.
For years, anyone asking questions was smeared and censored. Now the intelligence community itself acknowledges a vast US-funded biolab network.
Today, our government introduced new legislation to protect our kids online. Canada's Safe Social Media Act will hold social media and AI platforms accountable, make them safer, and restrict access to social media for children under 16.
More and more kids are suffering from anxiety, depression, self-harm, and exploitation. To keep our kids safe, we have to ensure that our laws keep up with technology.
Here are headlines from the UK, Canada, New Zealand, and Australia.
Simultaneously, they all want a social media ban. "To protect the children".
Our governments aren't calling the shots; they're following orders.
This is just one example. Every law passed happens in the exact same way in all for 4 countries. This cannot be possible unless each leader of each country works for the exact same people.
Our leaders are not elected; they are installed.
#UK #NewZealand #Canada #Austrailia
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.
🇺🇸Trump has stated 55 times that he defeated Iran.
🇺🇸Trump has stated 35 times that Iran is destroyed.
🇺🇸Trump has stated 38 times that a deal is imminent.
🇺🇸Trump has stated 25 times that the Strait of Hormuz is open.
Elect a clown, expect a circus.
Always amazes me how the US can start an unprovoked war of aggression on the other side of the planet and then claim it is "launching self-defense strikes" there.
These military forces are nowhere near the United States. The Iranian government says the Apache helicopter that was shot down "was not flying over international waters," but even if it was, it's absurd to claim "self-defense" against a country that has been defending itself in a war you started.
These freaks really do operate from the premise that the entire planet is their property, and that any failure to respect its property rights shall therefore be viewed as an act of aggression.
I mean, just look at who's making this statement. US "Central Command" is the unified combatant command responsible for military operations in the middle east. The US military has separate unified combatant commands for every part of the globe:
• Central Command (CENTCOM) for the middle east.
• Africa Command (AFRICOM) for Africa.
• Indo-Pacific Command (INDOPACOM) for Asia, the Pacific islands, Australia and Antarctica.
• European Command (EUCOM) for Europe.
• Southern Command (SOUTHCOM) for South America.
• Northern Command (NORTHCOM) for North America.
No other country on earth does this. No other military power is segmented into areas of responsibility spanning every continent on earth. This is because normal military forces are used to defend the actual, official country they belong to, whereas the US military is used to dominate the entire planet.
And in that sense it's actually entirely reasonable that the US "Department of Defense" changed its name to the Department of War. The US military is never used to defend the actual, official country of the United States of America; it is only ever used to prop up the globe-spanning imperial power structure it commands.
This is not normal. It is a freakish aberration without historical precedent. The world cannot know peace until the US empire is dismantled.
Americans solved their helicopter crash investigation in less than 24 hours…
But after three months, they still “don’t know” how their Tomahawks slaughtered children in Minab school.
The lies are getting embarrassing.
#minab168#IranWar#kenya
I'm so proud of my fellow Canadians. We voted for a practical man. He made his own way in life. PM Carney came from a middle class background. It was by scholarship. Good for him.
I'm so proud of my fellow Canadians. We voted for a practical man. He made his own way in life. PM Carney came from a middle class background. It was by scholarship. Good for him.
We’re harnessing AI to improve people’s lives.
A key part of Canada’s new AI strategy, we’re harnessing this technology to improve our health care system — so we can cut down wait times and ensure more Canadians get the care they need.
To build a better health care system, we need to build better hospitals and clinics.
We’re expanding and modernising our healthcare infrastructure across the country — so you can get the care you need, when you need it.
We’re building big again in Canada.
Today I had the chance to speak with 200 business leaders, entrepreneurs, and risk-takers from across Ontario and Québec who are ready to seize this moment and build with us.
We’re harnessing technology to build homes, faster.
The team at Caivan in Nepean, and companies like it across Canada, are pioneering the next generation of pre-fabricated housing technology — to get up the housing supply so your costs come down.