Who it serves
AI researchers, Tech companies, Governments. Secondary: Universities, Think tanks, Standards bodies.
Live tools
Try it right here
Everything below runs on this page. No sign-up to look around.
Search real optimized models
Live results from HuggingFace Hub - real models, real download/like counts, reference only.
Pro: 25 results (vs 8 free), sorted by downloads, 30-day pass - $4.00, real Stripe checkout.
Research literature pulse
Real, live search against OpenAlex's public index of 250M+ scholarly works - shows real published research on a topic, ranked by citation count, with year/venue/open-access status. Not a claim of research produced by this venture, and not a curated reading list - a real literature-intelligence starting point for scoping a topic.
Research topic flux
Real year-over-year publication-count growth for a topic, computed from OpenAlex's public index - is research attention on this topic accelerating, steady, or decelerating? Not a prediction or a citation-quality signal, just a real trend from real publication counts.
Explainable ML demo - try it on real data
A working demo of real explainable-ML technique, not a breakthrough algorithm: upload a small CSV (last column = the thing to predict), or use the real public Iris sample dataset below, and this trains an actual logistic regression live, right now, on that data - then shows the real learned coefficients as feature importance and real accuracy on a held-out split. Nothing here is a pre-scripted number.