unifyhub

A little room to think further.

Ideas about knowledge, community, and what we can build together.

The publications are the smallest working units of the Unifyhub argument. Each one tests one idea against real readers before that idea becomes part of the main story, and each ends with the question it is testing. The answers change the next essay.

People coding, assembling electronics and building an environmental research rover together

From knowledge access to coordinated action

Teams with the best research still fail to move. The gap between knowing and doing is a coordination gap, and closing it is what Unifyhub builds for.

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More essays

Current series

Knowledge, Intelligence, and the AI Shift

The series thesis: AI made access to stored knowledge cheap, and left intelligence scarce. Intelligence here means the ability to shape knowledge by building on it, correcting it, or creating it from observation. The series ends where Unifyhub begins: the gap between what a group knows and what a group does.

Chapters

  1. The AI Lie: Are We Confusing Knowledge With Intelligence?
    the distinction between inherited knowledge and intelligence, applied to AI.

  2. Access to Answers Stopped Being an Advantage
    what changes when everyone can retrieve an answer.

  3. Confident Error at Scale
    the failure mode that access alone cannot fix.

  4. The Few Who Expand What Civilization Knows
    the rare work of adding to the record.

  5. The Scarcity of Intelligence
    the one-sentence claim the whole series is testing.

  6. From Knowledge Access to Coordinated Action
    the bridge from the series thesis to the Unifyhub coordination claim.

Disagree with a chapter? That is the point. Open questions collects the arguments we most want to have.