THE UAF INDEX

Analysis

Autonomy

When the demo stops being the moat

Dan Greenheck’s reflection on Astra and Three.js work is a small record of a larger shift: visible demos are becoming cheaper, while judgment, maintainability and trust remain harder to automate.

Society

A useful assistant still changes the room

When an assistant becomes persistent, the social question is not whether it feels human. It is who can see its memory, who can correct it and how its presence changes the people around it.

Economy

The agent economy begins with task crossover

The early economic signal from AI agents is not that jobs have vanished. It is that tasks are crossing occupational boundaries. Workers are using AI to do pieces of work that were previously outside their formal role, then some of those pieces become recurring responsibilities.

Research

AI research acceleration needs a measurement ledger

OpenAI says its researchers are using coding agents more deeply and more concurrently, with agent-workdays eventually exceeding human workdays inside the research organization. The claims are striking. They are also a useful test of what an AI company should disclose when it repo

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