
Zubair Magrey
Co-founder and CEO of Ergodic (referred to in transcript), a founder building world-model AI for enterprise decision making with a background in aerospace engineering and large-scale enterprise AI programs.
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Jan 24, 2026 • 38min
3566: How Ergodic Predicts Complex Disruptions Before They Happen
Zubair Magrey, co-founder and CEO of Ergodic and former aerospace engineer, builds world-model AI for enterprise decisions. He explains structured simulations that model cause and effect. He contrasts pattern-matching ML with physics-aware models that respect capacity and time. He walks through supply-chain and manufacturing scenarios and discusses practical adoption and ROI.


