Anton

I'm Anton, a computer science student in Waterloo, Ontario. Most of what I build does something real to a real system, with something standing between it and a mistake. Jarvis lives in the macOS menubar, listens for its name, and has to hear a spoken yes before it sends or deletes anything. Application Copilot rewrites a resume against a job posting, then re-reads every line it changed and flags whatever your actual resume can't support. This room is the third kind: procedural geometry, no downloaded models, made to be walked around instead of scrolled.

The pattern I keep coming back to is giving a language model real abilities and then wrapping them in things that can say no. Verifiers, confirmation gates, rate limits. The trick only holds up if it can be checked.