beagl.ai Random guy on the internet, zero value Don't have to disclaim that opinions are my own #3AIC
Seattle, WA
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Eric Williams retweeted
On our next episode it is @BeaglTech vs AI Voice Bots
This will be out Monday at 2PM ET, but if you're on LinkedIn we're doing the livestream at a special time as I will be tied up in LBC Monday. Drop by my personal page there to join in
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Eric Williams retweeted
When the AI CEO says you don’t need math
Start cramming
A24
JUST IN: Nvidia CEO Jensen Huang declares children won't need to learn basic math skills in the AI era.
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When token prices drop another 50%, you can mark all the AI debt at 50. Have fun with that seeing that it is all levered.
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Eric Williams retweeted
People are having fewer kids, meanwhile, more and more enter adulthood while refusing to grow up. Neither trend is good.
Toy sales among adult-only households have now outpaced households with children for toy sales, growing 16% through June, according to a market research group. nbcnews.com/business/consume…
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Preview of Drumpf's UN speech:
We are stopping all trade with you.
I am out of missiles.
AI, AI, AI, Chiner, Chiner, Chiner
I am the greatest.
Let's all go inside trade.
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Saturday we are going to find out if John Mateer has just been gambling or if he really does just suck.
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Pay attention.
Sam and Dario bail
Fed hikes
Ukraine defies
World is shifting, response is coming.
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Eric Williams retweeted
Researchers proved every LLM trained on AI-generated content develops an irreversible genetic disorder.
They call it "Model Collapse"
When you train an AI on internet data, it learns the patterns of human language.
When the internet fills up with AI-generated text, future AIs start training on that synthetic data.
Then the next generation trains on the AI's version of the AI.
It is the digital equivalent of inbreeding.
With every single generation of recycling, the model loses touch with reality.
Rare events vanish entirely. The tails of the distribution get chopped off.
The AI forgets what normal human writing actually looks like, and the output degenerates into pure, repetitive statistical gibberish.
The scariest part?
It is completely irreversible.
Once a model goes through collapse, you cannot patch it by throwing clean data back into the mix. The underlying architecture's genetic code is permanently corrupted.
We are actively flooding the internet with synthetic content every single day.
We are poisoning the well that the next generation of models has to drink from.
If the future of the internet is just AI talking to AI, the data supply chain is about to rot from the inside out.
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to clarify real quick: it's not a literal biological "genetic disorder" since ai doesn't have dna, but researchers actually do call it "ai inbreeding," "habsburg ai," or "mad" (model autophagy disorder) because the mathematical effect is basically the exact same thing.
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Eric Williams retweeted
Slowdown or no, OpenAI and Anthropic are like someone trying to sell billions of bottles of Perrier at £1,000 each.
OpenAI and Anthropic are trying to sell us Perrier water at £1,000 a bottle in a world that has just acquired ubiquitous and clean tap water.
They may sell a few bottles, but that world has gone, I think. Their investors need to carry the hit.
Me in today’s paper. Gift link in og Tweet:
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Eric Williams retweeted
FMCSA has done you a solid and already made AI images and wrote AI copy for you to use to celebrate America's trucker drivers this Truck Driver Appreciation Week
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Eric Williams retweeted
"projects totalling an estimated ~$156 billion were cancelled or delayed in 2025, with another ~$130 billion affected in 1Q26. While not our base case, the risk that political opposition slows the AI infrastructure buildout is no longer negligible." - Morgan Stanley
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