Lucas Dixon
iislucas.bsky.social
Lucas Dixon
@iislucas.bsky.social
Machine learning, interpretability, visualization, Language Models, People+AI research
Helps you more quickly understand, ask questions, get to the parts of the original content that you are looking to understand. Would love to hear what you think!

Read more: medium.com/people-ai-re...

Github: github.com/PAIR-code/lumi
Read smarter, not harder, with Lumi
As research engineers, our reading lists are always exciting… and also way too long to finish. While we’d love to go through every research…
medium.com
October 1, 2025 at 3:56 PM
Reposted by Lucas Dixon
Take a look at some initial research projects, and see if there's one you'd like to work on:
github.com/ARBORproject...
Or propose your own idea! There are many ways to contribute, and we welcome all of them.
ARBORproject arborproject.github.io · Discussions
Explore the GitHub Discussions forum for ARBORproject arborproject.github.io. Discuss code, ask questions & collaborate with the developer community.
github.com
February 20, 2025 at 7:55 PM
Yeah, I'm skeptical of how good LLMs alone can be, but when they get to use existing search based theorem provers, and lookup tools (SAT, induction provers, etc), then I would expect a good deal better w.r.t. gap sizes, and ability to find counter examples.
January 9, 2025 at 8:07 AM
I have a hope that modern AI/LLMs might help here: by helping translate informal papers to formal mathematical statements, and informal proof to formal proof, and thereby help highlight gaps and help find counter examples. A few others are interested in this... @wattenberg.bsky.social maybe?
January 2, 2025 at 11:33 AM
Love the idea! Is there any stats / evals for it! And how does one get to play with it? :)
December 21, 2024 at 9:49 AM
Option 1.
December 11, 2024 at 12:35 AM
I just wish search was semantic instead of substring! Still fun to see and explore! Btw - which embedding model did you use and what input text per paper?
December 11, 2024 at 12:33 AM
That's neat! Did you also try a few different other styles/mood boards?
November 30, 2024 at 8:45 AM
And here is the context page for the DeepMind student researcher programme: deepmind.google/about/studen...
November 21, 2024 at 9:50 AM