Getting Smart with AI and PNM: The Operator’s New Edge Let’s not sugarcoat it—HFC networks, for all their engineered resilience, are still full of difficult-to-uncover problems. Under the surface, impairments like amplitude variation, ingress, and corrosion sneak in or often explode in. These impairments negatively impact throughput and cause avoidable truck rolls. Lately, though,

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