Inside the Lab December 10, 2025

Building Motion Generation for Sign Language AI

By Mugi

Mugi explains how SignMate converts ASL gloss into 3D avatar motion, walking through the system that maps language inputs to realistic signing gestures.

Building a Sign Language Avatar That Actually Works

This avatar looked possessed. Then I stopped fighting the skeleton mismatch — and it worked immediately.

Inside the Lab Feb 10, 2026

The Hardest Part of Medical AI — 3D Reconstruction

This 3D tumor visualization looks impressive, this system works. But more importantly, it fails loudly when it should.

Inside the Lab Feb 5, 2026

Turn Any Video Into a 3D Space You Can Explore

Upload a video, get a 3D space you can explore, annotate, and measure. No scanners or technical skills required.