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Federation Architecture | Part 3Toward an Industrial-Grade AI for OT

Operational Technology (OT) controls physical processes and therefore operates under preventive and deterministic constraints. Modern AI, by contrast, is probabilistic and improves through iterative learning. Reconciling these paradigms remains a defining challenge of industrial AI.

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Figure 1: A federated learning alliance of organizations can collaborate on AI model breakthroughs without sharing their data.
Figure 1: A federated learning alliance of organizations can collaborate on AI model breakthroughs without sharing their data. © Belden
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