Public roadmap

Now (P0–P10)

Full EN/AR i18n · Warm Gold UI · Collect live-record · Public/private visibility · Review workflow · Dictionary & learn · Community · Campaigns · Dataset exports · Security hardening.

Next (P11+)

PWA offline queue · Public read API · Annotation tools · Research workspace · Advanced analytics · Native mobile apps (deferred).

Not on platform

Live continuous translation runs on api.mathla.org (production brain). Research-lab GPUs (Lolo/Namo) are never wired to platform data.