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But as their influence grows, so too do the societal and environmental consequences of their design and deployment. This talk explores the role of recommender systems in promoting — or undermining — fairness, accountability, and sustainability. Drawing on recent research, we examine the carbon footprint of deep learning-based recommenders, the complexity of defining fairness in practice, and the need for transparent, multi-stakeholder approaches. Through critical questions and real-world examples, we challenge the community to rethink what it means to build recommenders "for good" — and consider what a truly fair and sustainable future for these systems might look like. </div> <div class="row lecture__section"> <h2>About this Lecture</h2> <span> <strong>Number of Slides: </strong> 80</span><br/> <span> <strong>Duration: </strong> 45 - 80 minutes </span><br/> <span> <strong>Languages Available: </strong> English</span><br/> <span> <strong>Last Updated: </strong> <span id="lecDate"></span> </span> </div> <div class="row lecture__section"> <h2>Request this Lecture</h2> <p>To request this particular lecture, please complete this <a href="https://services.acm.org/public/speakers/request_lecture.cfm?lecture_id=17029" target="_blank">online form.</a> </p> </div> <div class="row lecture__section"> <h2>Request a Tour</h2> <p>To request a tour with this speaker, please complete this <a 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