About
A short, explained list, instead of an endless feed.
There's more worth reading in any active field than anyone can read. Most tools for keeping up show you everything, or show you what's popular. Pool of Thought shows you a few things, chosen for what you're working on, and tells you why.
Who it's for
Researchers keeping up with their field, learners finding their way into one, and anyone who starts the day with more incoming than they can read. Each person or team gets a workspace that follows their field and leans toward their goals.
What it believes
- Show the reasons. A pick you can't question isn't worth much. Every paper carries the reasons for its place, including the ones left out.
- Your goals, not engagement. It ranks by what you said you care about. It doesn't learn from your clicks, and nothing is tuned to keep you scrolling.
- Private by default. Workspaces show nothing until you sign in. What you hold, keep and switch off is saved to your account, and only you see it.
- A few, not all. About forty papers make the day's shortlist and one takes the stage. The rest are still there, with their reasons, when you want them.
Where it stands
It's a small, independent project, in beta. There's one public demo, which follows applied AI research, and private workspaces are set up by hand. There's no sign-up or pricing yet: we're still working out a way to fund it that works for the project and for the people who use it.
Where the data comes from
Papers and their abstracts come from arXiv's public listings, and every paper links back to its page there. One-line summaries, citation counts and authors' h-index, where they exist, come from Semantic Scholar. Neither is affiliated with Pool of Thought or endorses it.
Get in touch
Questions, a field you'd like followed, or something the demo got wrong.