
I'm currently working on a PhD. The main thing I've produced so far is this paper outlining my hypothesis that Transformer models (the basis of LLMs) represent the best extant bounded approximation of Solomonoff Induction and some brief arguments for why it matters.
Some things I'll award this bounty for:
Feedback, positive or negative
Ideas for followup papers
Ideas for experiments/practical work that would help confirm/disconfirm my hypothesis
Links to relevant work
Anything else relevant to my work that I find helpful!
I'll award every response I find helpful, and more helpful comments will get more money. I might increase the bounty if I value your contribution enough. Feel free to make offers like "I'll write up my thoughts in a public blog post for Ṁ10000".