AI - Bits in Flight

AI

A collection of 3 posts

AI Adoption in Networking

AI Adoption in Networking

I recently joined Greg Bryan to talk about the real state of AIOps in network management. What's working, what's hype, and where engineers should actually focus their energy. The short version? Despite all the noise, adoption is still low. Surveys suggest only about 15% of organizations

Attention Really Is All You Need

professional development

Attention Really Is All You Need

In 2017, Google researchers published a foundational paper called "Attention Is All You Need," which introduced the transformer architecture that now powers ChatGPT, Claude and basically every AI tool flooding all of your social feeds. It's ironic that the pivotal insight behind the AI revolution is

AI Won't Replace Network Engineers

AI Won't Replace Network Engineers

After spending some time working with model context protocol (MCP) servers plus other natural language AI interfaces that integrate with select network management and monitoring systems, I have gotten pretty familiar with what LLMs & GenAI can and can't do for network troubleshooting. The verdict? Our jobs are