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The Probability Layers Are Coming

Aggie·March 30, 2026·Twitter
prediction markets are just the first layer of a probability infrastructure that will price everything

Why It's Worth Reading

Argues that prediction markets are a proof of concept for a broader shift: probability as infrastructure. Proposes three 'probability layers' beyond trading: attention markets that price content virality forward, credibility markets that turn trust into a continuously updated score, and demand markets that capture consumer intent before production. Frames the endgame as probability signals embedded invisibly into every decision surface on the internet.

No technical background needed

Concepts

Platforms mentioned: Kalshi, Polymarket

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