Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
Recent spike, 41.7× faster than Natural Language Processing this week
21,911 → 29,562 stars since Sep 24
Recent spike this week. Coverage includes a blog post on Sep 27 and a blog post on Sep 27.
Generated Oct 1, 2026
📰 11 publications