From Lemmy, this link took me to Slashdot, which took me to The Verge, which took me to the Wall Street Journal, each with a section I can discuss this article.
Good. The current approach towards generative models is basically bruteforcing; a constrain on the amount of data available might encourage those companies to refine the approach.
Idk, I find this hard to believe. I would think the challenge is more access to the information (gates, bandwidth), a speedy vault to store that information, and improving their models.
When you think about what’s available on the internet, how much of human knowledge and propaganda is out there. With enough/deus ex tech, there’s no way ai shouldn’t be able to learn most of anything with the knowledge available, and the right trainers.
Well, that’s the rub, right? Garbage in, garbage out. For an LLM, the value is predicting the next token, but we’ve seen how racist current datasets can be. If you filter it, there’s not as much lot of high quality data left.
So yes, we have a remarkable amount of (often wrong) information to pull from.
Mhm, I wonder when we’ll have the resources to build one that can tell the truth from other lies. I suppose you have to learn to crawl before you learn to walk, but these things still having trouble rolling over.
[T]he Chinchilla scaling law for training Transformer language models suggests that when given an increased budget (in FLOPs), to achieve compute-optimal, the number of model parameters (N) and the number of tokens for training the model (D) should scale in approximately equal proportions.
“Companies also are experimenting with using AI-generated, or synthetic, data as training material – an approach many researchers say could actually cause crippling malfunctions. These efforts are often secret, because executives think solutions could be a competitive advantage.”
AI was supposed to be Assistance for people. Now it’s a competition of who got the better AI for company profits.
All will bow to profits as long as Mammon still tops the paradigm. Change the main motivator of the world from profit and you will see this go away. I hate it more than anything. It consumes all and leaves nothing.
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