Thagrah ثغرة
BuildingAn open evaluation harness for adversarial prompts in Arabic. Surfaces the safety gaps multilingual AI inherits when its alignment work is overwhelmingly English.
v. playgrounds
Playgrounds.
Hosted tools, research demos, methodologies. The smaller, sharper things; distinct from projects, which are ventures with a P&L.
Live
go ahead, try it Tayyar تيار
Building A hosted web app that positions MENA political actors (parties, politicians) and texts (manifestos, speeches, articles, bills, user-pasted prose) on a political compass, with a regional map view and methodology-transparent reasoning. Built for researchers and academics — the methodology is the product, not a footnote.
Building
in progress; landing pages when they're readyEspani
ExploringA post-Duolingo approach to learning Spanish — comprehensible input from day one, spaced repetition that doesn't gamify forgetting, a streak that doesn't punish a missed day.
Resmus
ExploringTooling around Arabic research workflows.
Side experiments
private prototypes, working titles- Waypoint An AI travel companion. Early prototype. Private
- Zabbit On-demand marketplace for home and business repairs. Private