Dr Jim Kennedy
Forty years ago, I was part of a skunkworks team working on something most people thought was a toy. We took the original personal computer to the mass market. I've been watching what happens when a technology goes from interesting experiment to world-changing force ever since.
What's happening with AI is the same pattern. And I've learned — from the inside — how that gap between promise and reality usually closes.
I have a PhD in Chemistry and spent five years in medical research before a different kind of work pulled me in — leading organisations, building teams, making decisions at scale. VP Asia Pacific, managing more than 10,000 people. Worldwide marketing manager for a Fortune 500. Member of an international board. Presenting to — and being challenged by — people running national telecommunications infrastructure, country-level defence operations, and large government organisations across the Asia Pacific region.
I have been in the rooms where technology promises meet organisational reality. I know how that gap usually closes.
I started taking AI seriously in 2015. By 2020, it had become the centre of my work. I have spent thousands of hours — not reading about AI, but using it, testing it, building with it: applications, voice systems, data infrastructure. Understanding where it fails. Understanding where it genuinely changes what is possible.
That depth took time. Most of it is hard to find anywhere online.
Why this channel exists
The conversation about AI and experienced professionals is broken. Most AI content is built for people who want to learn to code, change careers, or follow the latest model releases. It treats experience as a liability — something to overcome on the way to becoming fluent in a new technology.
That is exactly backwards.
If you have spent decades developing real expertise in your field — if you know what good judgment looks like, if you understand how organisations actually work, if you have been in enough rooms to know the difference between a real problem and a well-presented one — you are not behind. You are the person who can get the most from AI, because you are the person who knows how to challenge it.
AI gives you answers. Experience tells you which questions are worth asking, and whether the answer is right.
That combination — domain depth and AI capability — is where the real leverage sits. Not in using more tools. In using the right tools for the problems that actually matter.
What you'll find here
Weekly analysis of AI and the workforce, for experienced professionals who make real decisions — directors, executives, consultants, senior managers. No tutorials. No model rankings. No hype and no panic.
Evidence-based, calmly delivered, built for people who have been around long enough to see through noise.
New video every Thursday.