Research shelf

Notes on AI source dependency

Sourceplane Atelier publishes research materials on how AI systems cite, retrieve and represent French businesses. The index is organised around recurring source-dependency patterns: directory-led answers, registry-anchored identity, press-amplified descriptions and region-flattened results. New materials are added as the lab completes field readings and comparison essays, with each piece written so a reader can see the prompt context, source layer and practical consequence.