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Free · every Thursday · AI only

Build a Business That Learns

A short weekly note for people who already run their work on AI — and keep re-teaching it the same things.

You correct it on Monday. By Thursday you’re making the same correction again. The missing piece is not another clever prompt. It is a written, scoped rule the next draft can be checked against.

This letter is about building the layer around the model: where sources, constraints, criteria, checks, and approvals are written down; where a correction can govern the next task; and where you can see what changed before you decide what ships.

What arrives each Thursday

  • One idea, in plain words, about making AI work compound instead of decay — usually the week’s essay from the blog, condensed to what you can use.
  • This week in AI, for a one-person business — three things that happened, each ending in what it means for you.
  • One thing to try in under five minutes.

Nothing to buy inside the letter. No hype. If a week has nothing worth your time, I skip it.

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Not the productivity newsletter. Saturday Reset is a different letter in a different lane — productivity that fits your wiring. You can have both; this one is only about the AI.

Written by Pierre Boutquin — 36 years in mission-critical bank systems, now pointed at one-person businesses.

Six months from now you’ll ask whether your way of working changed — and what evidence you kept. This is where we learn to make that answer visible.

Excelsior,
Pierre/
Founder, Curio Chat Academy