## About Effect AI Effect AI builds systems that connect people with AI workflows in a way that is scalable, fair, and transparent. The platform supports a wide range of human in the loop tasks, from data validation to content labeling, transcription, and complex structured work. Our goal is to make it simple for organizations to access high quality human verified data while giving workers opportunities to participate in a global digital economy. Effect AI has been expanding into decentralized infrastructure, allowing developers and enterprises to run trusted human computation pipelines without relying on centralized intermediaries. ## Why we want to share data on the Mozilla Data Collective Sharing data through the Mozilla Data Collective supports several goals that align with our mission: 1. Improve the quality and diversity of open datasets used for speech, language, and general AI research. 2. Contribute resources that help build safer and more inclusive AI systems. 3. Encourage responsible data stewardship by collaborating with an organization that prioritizes openness and user rights. 4. Strengthen the ecosystem around community curated datasets that benefit researchers, developers, and workers.