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computervision3 min read

System design for physical AI: live wildfire ignition risk for every distribution feeder, on the utility's own hardware

This is the engineering summary of an open reference architecture. The paper, its object model as JSON and the model register are free to reuse under CC BY 4.0: https://muhammadumar89.github.io/codeninja-research/wildfire-risk-distribution-us/ (DOI 10.5281/zenodo.23119325).

By Umar BilalDev.to AI
System design for physical AI: live wildfire ignition risk for every distribution feeder, on the utility's own hardware

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Originally published by Dev.to AI on Oct 3, 2026.

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