Notes From My Desk…
This is where I publish my thinking as it develops.
Some posts explore AI governance, public policy, accessibility, education, and technology. Others are observations about learning, digital culture, or the systems that shape everyday life. Not everything fits neatly into a single category, and that's intentional.
I publish when there is something worth saying rather than to a fixed schedule. Sometimes that means several posts in a week. Sometimes it means a longer pause while I'm researching or building something new.
What problem are you actually asking AI to solve?
An AI strategy should begin with a clearly defined organisational problem and leave open the possibility that AI may not be the right answer.
When should you tell the public that AI was involved?
AI transparency should shape responsibility, procurement and communication from the beginning.
System Failure: The Operational & Legal Risks of "Standard" Recruitment
You cannot 'culture' your way out of bad infrastructure. An analysis of how AI gatekeepers and phone-only policies are creating a 31% 'Talent Tax' on UK businesses, and the operational roadmap to fix it.