An applied AI studio.
Model capability far exceeds its current impact in the world. 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
Dec 12, 2025•AI Adoption
The Capability vs Impact Gap In AI
Model capability far exceeds business impact. We look at why the gap persists and what might close it.
Dec 12, 2025•AI Adoption
The Context Gap: Why AI Tools Underperform in Actual Work
LLMs often fail in real workflows less from lack of capability and more from missing state, norms, and permissions. Closing that gap is mostly product and integration work.
Dec 11, 2025•AI Economics
The Capability-Adoption Gap: Why AI Isn't Changing Everything Yet
AI models are remarkably capable. Business outcomes haven't caught up. We look at the data on where the gap exists, why it persists, and what might close it.
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