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  "path": "/functors-do-calculus-and-phase-transitions-the-unification-layer-ai-companies-dont-see-coming/",
  "publishedAt": "2026-03-14T11:27:55.000Z",
  "site": "https://www.mesutaydin.link",
  "textContent": "## The Three Revolutions Nobody Connected\n\nThe AI industry is living through three simultaneous revolutions -- in separate silos, blissfully unaware of each other.\n\n**Revolution 1: Causal AI.** Judea Pearl gave us do-calculus and structural causal models. Companies like CausaLens raised $45M+ to bring causality to enterprise. Microsoft shipped DoWhy and",
  "title": "Functors, do-calculus, and Phase Transitions: The Unification Layer AI Companies Don't See Coming"
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