Contested

Built with ml

11 projects in the corpus already ship on it. Differentiation is the work.

Reviewed ideas using ml

• ToneGuard — openA privacy-first, on-device AI that flags toxic or off-tone language in real time—helping people communicate thoughtfully without sending their text to the internet.