this post was submitted on 08 Dec 2024
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We're hitting the end of free/cheap innovation. We can't just make a one-time adjustment to training and make a permanent and substantially better product.
What's coming now are conventionally developed applications using LLM tech. o1 is trying to fact-check itself and use better sources.
I'm pretty happy it's slowing down right at this point.
I'd like to see non-profit open systems for education. Let's feed these things textbooks and lectures. Model the teaching after some of our best minds. Give individuals 1:1 time with a system 24x7 that they can just ask whatever they want and as often as they want and have it keep track of what they know and teach them the things that they need to advance. .
I mean isn't it already that is included in the datasets? It's pretty much a mix of everything.
Not everything in the dataset is retrievable. It's very lossy. It's also extremely noisy with a lot of training data that's not education-worthy.
I suspect they'd make a purpose-built model trained mainly on what they actually would want to teach especially from good educators.