
Everyone Has AI. So What Are You Paying Me For?
AI makes production faster. The work clients pay for is deciding what to make, challenging the brief and standing behind the result.
What I’m thinking about while I’m actually making things.

AI makes production faster. The work clients pay for is deciding what to make, challenging the brief and standing behind the result.

A polished verification report turned out not to verify the thing that mattered. The failure was not confidence; it was missing evidence.

AI can make the first eighty per cent arrive quickly. The remaining work is verification, correction and taking responsibility for what ships.

On curiosity, the boredom of knowing the answer, and learning to finish the final twenty per cent without losing the part that opens doors.

Small transformers can learn internal maps of games and algorithms. What changes when those representations gain memory, tools, actions and a history?

Do not ask an AI agent whether it finished. Ask for the tests, diffs, screenshots and state changes that make the claim checkable.

Good client work starts by treating the requested solution as evidence, then listening hard enough to find the problem underneath.

One agent makes the thing. Another attacks the evidence. Separating those jobs produces fewer agreeable reports and more useful corrections.

I remembered a smugglers’ tunnel under a Cornish pub. The records confirmed the building, not the smuggling—and that became the more interesting story.

I grew up in Cubert, so Holywell Bay was never really a destination to me. It was just there. I learned to swim and surf around that coast.

Iteration should narrow uncertainty. Without agreed criteria, ownership and boundaries, it becomes a machine that produces versions forever.

A clever product is only the start: it has to work, earn real use and support a viable reason to keep existing.

Every twenty minutes I get out of the chair and do something definite. It is not a medical protocol; it is how I interrupt circular thinking.