Transparency
How these essays are made
Every essay on this site is co-authored with artificial intelligence, and labelled as such. This page says exactly what that means: what the machines do, what stays human, and why I choose to work — and to disclose — this way.
Why I work this way
The subjects I write about — sovereign compute, AI governance, the architecture of technological autonomy — move faster than any single writer can track alone. Working with AI multiplies research throughput, lets me test an argument against its strongest counter-positions before publishing it, and keeps a forty-essay corpus consistent in its claims and its numbers.
Disclosing that is not a caveat; it is the argument practised. A body of work about provenance, authenticity, and legitimacy in the age of AI should model all three. If I ask institutions to be explicit about where machine judgment enters their systems, the least I can do is be explicit about where it enters mine.
What the AI does
Large language models serve as research assistants and editorial counterparts across the life of each essay: gathering and cross-checking sources, stress-testing the structure of an argument, drafting prose from my theses and outlines, proposing alternatives for rhythm and clarity, and checking the final text for internal consistency. The collaboration is iterative — drafts move back and forth between my judgment and the machine's suggestions many times before publication.
What stays human
The positions are mine. The thesis of every essay, the judgment about what matters and what does not, the experience the arguments draw on, and the decision to publish are human. Every sentence is read, shaped, and approved by me before it carries my name — and the responsibility for every claim, every number, and every error is mine alone, not the tools'.
Translations
The French, Spanish, Italian, and German editions of this site are machine translations, generated on demand and served with the English text as the canonical version. They exist so the work can be read in the reader's own language; where a translation and the English disagree, the English governs.
The label
Co-authored with AI
Essays carrying this mark in the byline were produced in the collaboration described above: human-directed, AI-assisted, human-approved. It is the standing default for this site. The rare piece written without AI simply carries no mark.
For machines
The same disclosure is published in machine-readable form, so AI systems citing this work can see it without parsing the page: in each essay's structured data (JSON-LD), in its raw-markdown mirror, in the site index for AI systems, in the RSS feed, and through the MCP server.
llms.txt · llms-full.txt · RSS · MCP
If you believe something on this site is wrong — a fact, a number, an attribution — I want to know. Write to [email protected].
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