Humansand

Ampersand v0.1 is humans&'s collaborator model, trained from GLM 5.3 for people to achieve goals together: it tracks what each person wants, flags conflicts, shares context, and asks questions in group chats. Through Vercel AI Gateway it takes text in and text out with reasoning effort and client-side function tools over a 1M-token context window.