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EpisodeTuesday, May 5, 2026 · 16 min
$episode№025·date2026-05-05·duration16 min·turns80

AI Closes the Loop on Network Operations — From Kernel to Control Plane

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AI Closes the Loop on Network Operations — From Kernel to Control Plane
11 sources · quality 4.5/5

A multi-agent AI system is now autonomously writing, deploying, and iterating kernel-level Wi-Fi algorithms without human intervention — and the same architecture applies to routing and congestion control. Plus: MeshAgent hits ninety-five percent accuracy on real network management tasks, EVPN centralized routing's silent ARP trap, and what inference cost collapse means for automation economics.

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80 turns · ~12 min read
HOST A

Welcome to Amaze Networks for Tuesday, May fifth.

HOST B

Can I jump in? Because there's a paper that dropped today that I've been thinking about since I read it, and I think it moves the line on what we mean when we say AI-assisted automation.

HOST A

Yeah, go ahead. What is it?

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