What drives us
Everywhere, people announce probabilities of the end of the world. Almost nowhere does anyone measure what matters: what has already been seen, and what still holds.
In between, there are gaps. Defenses nobody knows are holding. Figures nobody can check. We try to fill those gaps, with serious measurement and a public method.
- Independent: no funding from any AI lab or AI provider, no conflict of interest.
- Public: method, sources and results accessible to all, archived with a permanent identifier.
- Open: anyone can propose a source or a correction, and every entry in the list can be challenged.
- We publish our failures: our first tool did not pass the test we had set in advance. We published that.
How this work is done
Source gathering, computation and analysis are carried out by AI agents, under the direction of Franck Bardol. He designs the method, takes the decisions and answers for the conclusions. Every step is logged, and our automated checks block the publication of any figure that does not carry its caveat.
The founder
- Associate professor (University of Geneva, among others) · independent AI expert advising the European Commission
- Recognized among France's top 100 AI experts · contributor to the Villani report on France's national AI strategy
- First career in investment banking as head of quantitative research: building rigorous, defensible scores is his original trade
- Author of “Concevoir une IA responsable — Pourquoi ce n'est jamais ‘juste un outil’ ? Manuel d'éthique de terrain” (LGDJ), “High-Performance Algorithmic Trading using AI” and “Les Baby-Sitters de l'IA”
- Founder of Paris Machine Learning (8,500 AI experts) · 50,000+ professionals trained on LinkedIn Learning
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