Posts

All the articles I've posted. 10 posts, page 1 of 3.

• I tried to catch a language model making a math mistake. My first accepted paper is about why it did not work.

  Published:Oct 4, 2026 |  at 03:30 PM

  My MATH-AI workshop paper at NeurIPS 2026 tests whether drift in a language model's hidden state can flag and fix math errors mid-solution. It does neither, and getting to that answer taught me more than a positive result would have.

• Giving Dear Future Me a voice at the VoiceOS hackathon

  Published:Aug 11, 2026 |  at 01:00 AM

  At the VoiceOS hackathon we turned Dear Future Me from a website with forms into an iPhone app you just talk to. VoiceOS has changed how I work since.

• HAVEN, an offline wearable for unhoused people, at Milpitas Hacks 2026

  Published:Jun 15, 2026 |  at 01:00 AM

  At Milpitas Hacks 2026 I built HAVEN, a cheap mesh-networked watch that shows nearby shelter information with no internet, detects falls, and calls for help.

• Trajectory at BISV Hacks 2026

  Published:Mar 10, 2026 |  at 01:00 AM

  We built Trajectory, a personalized learning platform, at BISV Hacks 2026. We did not win, and it was still one of the most fun builds I have done.