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Blog

Where I write down what I am reading and thinking about. Mostly AI at work.

September 1, 2026

Passing on the core

This is the concept that convinced me small enough to do the job is often wiser than large and cumbersome.

Lecture Hall
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August 30, 2026

Adjusting the pattern, not redrawing it

This is a fine example of how being cleverer sometimes means doing less, in the right place.

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August 28, 2026

Answering from your own documents

This is the most fundamental cure for the chatbot that keeps making things up, which many people hit when bringing AI into their work.

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August 26, 2026

How you ask changes the answer

One research result has stayed with me, because it proves that how we ask matters no less than the model itself.

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August 24, 2026

Fine-tuning or prompting

This is the question I am asked most when a business starts using AI: do we need to retrain a model of our own? In most cases, the answer is not yet.

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August 22, 2026

From noise to an image

Every time an AI image turns out unexpectedly beautiful, I remember it was not painted the way we imagine. It was lifted out of a mess.

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August 20, 2026

What fits on the desk at once

You hand a very capable person your company's entire file and ask them to find one detail in the middle. They read all of it, and remember the beginning and the end best.

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August 18, 2026

The unit the machine reads

Something small throws most people the first time they use AI: a model that can draft a whole contract miscounts the letters in a simple word.

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August 16, 2026

A map of meaning

Have you ever typed a vague search into Google, the keywords all wrong, and it still understood and gave you exactly what you needed?

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August 14, 2026

Attention is the whole trick

Nearly every AI tool we use daily stands on one idea, published in 2017 by a group at Google under a very modest title.

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August 12, 2026

One foundation, many uses

In the early days of AI, every task needed its own model built almost from zero: one to translate, one to recognise images, another to filter spam.

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August 10, 2026

Garbage in, garbage out

The field has a stock phrase so blunt it sounds like a joke: garbage in, garbage out.

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