Our human-first approach AI technology is evolving rapidly and detection is imperfect. We are realistic about the challenges and limitations that exist, while remaining committed to doing our part. Our editorial and human-curation will remain 100% human. Every Qobuzissime, Album of the Week, playlist, article, and review comes from our team of music experts. This will not change. Our recommendations highlight human artists. The Discover page features recommendations sourced exclusively from curated data, either through human editorial curation or curated metadata from trusted partners. These sources filter out AI-generated tracks, ensuring human artists’ visibility and fair compensation. When we identify fraudulent streams, we exclude them from reporting and royalty statements. We are in the process of developing detection and monitoring systems to identify AI-generated content and fraudulent streaming patterns. We are collaborating with industry partners to build sustainable and effective solutions together.