Communities Now Shape Their Own AI Representation

Microsoft's Community Library Creator lets groups actively shape how they appear in AI-generated imagery, rather than leaving that to engineers or internet data. Communities build curated collections of images paired with detailed descriptions, giving AI systems context rooted in lived experience. The tool addresses real harms: skewed online data causes AI to depict people with dwarfism with fantasy features, or show people with limb differences only in medical settings. Community members define themes, curate images, and rate AI outputs, creating a feedback loop that helps AI learn what accurate representation actually looks like.