“and then on retrain on that”

Thats called model collapse.

adding missing information and deleting errors

Which is to say, “I’m sick of Grok accurately portraying me as an evil dipshit, so I’m going to feed it a bunch of right-wing talking points and get rid of anything that hurts my feelings.”

Elon Musk, like most pseudo intellectuals, has a very shallow understanding of things. Human knowledge is full of holes, and they cannot simply be resolved through logic, which Mush the dweeb imagines.

“If we take this 0.84 accuracy model and train another 0.84 accuracy model on it that will make it a 1.68 accuracy model!”

~Fucking Dumbass

So they’re just going to fill it with Hitler’s world view, got it.

Typical and expected.

“Deleting Errors” should sound alarm bells in your head.

I never would have thought it possible that a person could be so full of themselves to say something like that

I elaborated below, but basically Musk has no idea WTF he’s talking about.

If I had his “f you” money, I’d at least try a diffusion or bitnet model (and open the weights for others to improve on), and probably 100 other papers I consider low hanging fruit, before this absolutely dumb boomer take.

He’s such an idiot know it all. It’s so painful whenever he ventures into a field you sorta know.

But he might just be shouting nonsense on Twitter while X employees actually do something different. Because if they take his orders verbatim they’re going to get crap models, even with all the stupid brute force they have.

So where will Musk find that missing information and how will he detect “errors”?

The thing that annoys me most is that there have been studies done on LLMs where, when trained on subsets of output, it produces increasingly noisier output.

Sources (unordered):

• What is model collapse?
• AI models collapse when trained on recursively generated data
• Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop
• Collapse of Self-trained Language Models

Whatever nonsense Muskrat is spewing, it is factually incorrect. He won’t be able to successfully retrain any model on generated content. At least, not an LLM if he wants a successful product. If anything, he will be producing a model that is heavily trained on censored datasets.

Whatever. The next generation will have to learn to trust whether the material is true or not by using sources like Wikipedia or books by well-regarded authors.

The other thing that he doesn’t understand (and most “AI” advocates don’t either) is that LLMs have nothing to do with facts or information. They’re just probabilistic models that pick the next word(s) based on context. Anyone trying to address the facts and information produced by these models is completely missing the point.

which has advanced reasoning

No it doesn’t.

Training an AI model on AI output? Isn’t that like the one big no-no?

Dude is gonna spend Manhattan Project level money making another stupid fucking shitbot. Trained on regurgitated AI Slop.

Glorious.

Elon should seriously see a medical professional.