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Explore the complex landscape of disclosure datasets in this thought-provoking 15-minute conference talk by Lindsay Poirier at the Association for Computing Machinery (ACM). Delve into the political implications and practical challenges surrounding the creation, management, and use of datasets designed for transparency and accountability. Gain insights into the intricate balance between data disclosure, privacy concerns, and the potential impact on various stakeholders. Examine real-world examples and case studies that highlight the nuances of implementing accountable datasets across different sectors. Discover strategies for addressing ethical considerations, ensuring data quality, and maximizing the effectiveness of disclosure initiatives. Leave with a deeper understanding of the role that accountable datasets play in fostering transparency, informing policy decisions, and shaping public discourse in the digital age.