I watched Geoffrey Hinton’s interview on The Diary of a CEO and took notes with one goal: translate his warnings...
Your junior engineer asks where to find the approved firewall rule template. The chatbot confidently responds with a policy that...
Technical Debt in the Age of AI In infrastructure and networking, “technical debt” is often treated like a moral issue:...
From an architecture standpoint, this is the most accurate answer: Both Claude and ChatGPT are fundamentally generative models (they generate...
Why Cisco Is Changing Vulnerability Disclosure in the Age of AI For decades, Cisco vulnerability management followed a familiar model....
If you’ve been using AI tools to help explain concepts like BGP, troubleshoot routing behavior, or draft migration notes, you’ve...
Below is a cleaned, structured, and augmented version of my notes from the book “A simple Guide to Retrieval Augmented...
Generative AI produces outputs (content). Agentic AI produces outcomes (actions + verification). In practice, this is less about two competing...
AI Doesn’t Reduce Work—It Intensifies It Why generative AI often expands scope, raises expectations, and changes the structure of technical...
I keep seeing a dangerous assumption in IT: that AI can hand you the right answer even when you do...