manifesto · 4 theses · 6 min read

We change society only if everyone learns to amplify themselves in their own field.

01

Amplify, don’t replace

There is a vision of AI in which people are replaced, and one in which they are amplified. I work for the second. The best technology doesn’t take people’s work away: it takes away the work that was never really their work.

02

The point was never the output

A person’s purpose was never to write a spreadsheet, but to do the analysis. Nor to produce a slide deck, but to communicate. Nor, for a developer, to write code: it was to solve problems. When the tool absorbs the production, the thinking remains — and that’s where it’s worth investing.

03

Plain language, not jargon

If these tools stay readable only to those who speak the technical jargon, amplification will reach a few. Everything I publish here is written to be understood by anyone, in four languages, without simplifying into falsehood.

04

Open and reproducible

Every method is a recipe you can remake, every example has its scaffolding, every claim its source. This site is static, free and tracker-free: the only cost is the domain.

Want to start here?Go to the free course →

Type to search across course, playbooks, skills, papers…