A Digital-Twin Gate for Agentic NetOps, Plus a Reality Check on AI Capex
A concrete architecture for gating what AI agents are allowed to do to your network shows up the same week a benchmark proves why that gating matters, plus Oracle's own filings get honest about the AI capex bill.
Welcome to Amaze Networks for Thursday, July second. Remember yesterday when we spent half the security segment on that forty-seven percent stat, less than half of deployed AI agents actually being monitored? Today there's a story that reads like a direct blueprint for fixing exactly that.
Yeah, and it's not a vendor promising it'll be fine. It's an actual architecture, digital twins, multi-agent consensus, the whole thing, for keeping an AI agent from doing something stupid to your network before it does it.
That's our lead today.
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