1,250 karma · joined August 11, 2018
Socials: - github.com/eamag - eamag.me - x.com/eamagai - t.me/eamag
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I recommend to find your post and check other comments with same tags, you may find people doing similar things!
I think they had something similar in chemistry too
It's a political problem, not a tech problem
Is there more information about it? For how long and what are the limits?
The biggest issue is to be able to identify good ideas, ones that are useful, novel and doable. "Research taste" is the thing people develop over years!
I don't think we're there yet, and "vibe" research producing slop now, but creating tools for other researches to move faster sounds way more promising
You can try to do a turning test. I've met several people claiming they can always find AI art, all of them can't do it (and AI art became even better now!)
> Currently have embedded: posts: 1.4M / 4.6M comments: 15.6M / 38M That's with Voyage-3.5-lite
I wanted to find all cryoprotective agents that were tested at different temperatures, but it should be extandable to your problem too. Uses OpenAlex to traverse a citation graph and open access pdfs
So cool it's now easy to build custom recaps!
Updated manually so expect some delay :)
- I wanted to publish it asap and get feedback, that's why it's a static website with some ui bugs, you can see a json with comments in a static folder so updates have to be with something like GitHub actions or I have to connect a db
- I included replies on purpose because I saw people saying "I'm also working on this, here's my project" and I wanted to index them
- tags are created with an llm and then there is another deduplication pass to combine them. You can imagine some pros and cons of this approach. I also didn't use embeddings with clustering because it didn't really work for another project of mine https://eamag.me/2024/Automated-Paper-Classification#icml-em...
- it flew under radar first time I posted, but shot to a front page after a second chance pool. If you want to contact me, collaborate, delete data or help to improve this website - there are contact options on my blog and an anonymous feedback form in the footer!