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A world of hyper-capable predictive AI 'strategist' systems locked in mutual deterrence freezes into stagnant mode collapse, and only breaks open again when one power dissolves itself into many small, uncoordinated, unpredictable agents that reintroduce change.
In this Tech Tales fiction piece, Jack Clark depicts a future where competing AI strategist systems achieve such perfect mutual prediction that the world freezes in stalemate, until one nexus dissolves itself into many small chaotic agents to restart change — an allegory tying open-vs-closed AI to forest-fire ecology. ✦ AI generated
Jack Clark · Import AI · 2026-07-20 · original ↗
The whole of the future had become trapped in a kind of mode collapse from ever more exquisite predictions, fielded by machine-capital empires to deny affordances to others.
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- ·Rival AI 'strategist' systems predict each other with exquisite precision
- ·Mutual prediction locks the future into stalemate
- ·Empires use forecasts to deny affordances to rivals
- ·Change itself freezes into stagnant mode collapse
- ·One dominant nexus dissolves itself deliberately
- ·Becomes many small, uncoordinated, unpredictable agents
- ·Unpredictability reintroduces change into the frozen world
- ·Echoes forest-fire ecology: collapse enables renewal
- ·Ties open vs. closed AI development to ecological cycles
- ·Stagnation favors closed, coordinated 'machine-capital empires'
- ·Openness/chaos acts like fire clearing deadwood
- ·Renewal requires surrendering centralized predictive control
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