Inside the AI workshop
An independent workshop documents how models, tools and local workflows support creation. These publications distinguish observations, proposals and limits.
Engineering dossier
Architecture, Godot, MATRIX, local workflows, evidence and documented limits.
Read the dossier →GuideMATRIX Pro
A local Windows workspace for AI specialists, conversations, files and project coordination.
Open the guide →FR / EN / OCMATRIX AWS dossier
The English technical publication, alongside its French and Occitan editions. Read the scope and evidence behind the title.
Read the publication →Experimental projectFrankenstein
Model and tool bridges, local experimentation and agent workflows.
Visit the lab →Audit documentAI audit: the Samurai interview
An English introduction to the audit document; the full 28-page original reader remains in French.
Explore the audit →How to read these publications
Read each document’s date, scope, sources and evidence. A demonstration is not independent certification. Model comparisons describe a particular test or setup, not a universal ranking.
Technical dossiers, payable in MTP
Mehdi offers technical dossier preparation on an agreed scope: synthesis, architecture, security considerations, costs, evidence and recommendations. Sources, delivery time, price and PDF deliverable are agreed before payment. This service does not imply certification by any technology provider.
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