The Black Swan Machine. Preparing for the Unpredictable. Beyond Forecasts. Beyond Control.

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Checking for updates · Data as of 26 Oct 2026, 16:48 UTC

Mapped signals3of 4 published
Domains covered3of 8 tracked
Map data as of26 Oct 2026, 16:48 UTC

Signals From The Fringe

The Human-Level Timeline

Narrow AI1990s-2010s

Task-specific systems and automation.

Deep Learning (AI)2010s-2020s

Autonomous systems acting in digital and physical worlds.

Human-Level AI (AGI)2020s-2030s

AI equals or surpasses human capabilities across domains.

Superintelligence (ASI)2030s-2040s

AI exceeds human intelligence and self-improves.

Posthuman Futures2040s+

New civilizations, new ethics, new forms of life.

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