A daily commercialization score on every paper arXiv publishes in cs.AI — for founders, investors, and researchers deciding what to ship next.
One platform, eight ways to use the same ranked corpus — built so each product answers a single question well.
Today's top AI papers, sorted by what people are actually building and citing.
Read a paper next to its citations, code, and benchmarks in one view.
Turn a paper's claims into a runnable spec you can hand to an engineer.
Screen papers, pull out the numbers, and keep an audit trail of every decision.
A persistent place for your notes, decisions, and project context across sessions.
Track sectors, labs, and companies through a single research queue.
Find builders by what they have shipped, not by the keywords on their resume.
See which AI repos are gaining stars, commits, and contributors day by day.
Updated every morning at 08:00 UTC. One paper out of everything cs.AI published yesterday.
The scores aren't a vibe. Every rank is auditable, every method is published.
Every viability score links to the passages, commits, and benchmark rows it cites. Audit any rank in under a minute.
See an audit trail →An open rubric across novelty, defensibility, market pull, and execution risk. No black box.
Read the rubric →Model card, prompts, and weighting are public. Pull requests welcome.
View methodology →