An applied AI studio.
AI capability far exceeds its current impact. We explore that space — building products that put frontier models to work.
Currently exploring
- AgentsAutonomous systems, tool use
- EvalsTesting, measuring what matters
- VisionImage and video understanding
From the blog
Recent writing
Nov 25, 2025•Vision
Real-time player tracking with SAM3
How we built a vision system that tracks players across frames with persistent IDs, even through occlusions and camera cuts.
Nov 25, 2025•Vision
Text-to-Tracking: One Prompt, Full Video Analysis
Track any object in video with a single text prompt. No training, no bounding box annotation—just describe what you want to find.
Nov 20, 2025•Evaluation
Designing an eval harness that doesn't lie to you
Most LLM evaluations give you a false sense of confidence. Here's how we built one that surfaces real decisions.
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