“System 2” Recommenders in Social Media Spaces
Develop recommender systems that prioritize content we’ll appreciate upon reflection, rather than content that only captures our immediate attention.
Resources (6)
Predicting Human Deliberative Judgments
with Machine Learning
Research and Reviews
What We Know About Using Non-Engagement Signals in Content Ranking
Research and Reviews
Recommenders for Humans by Konrad Kording
Whitepapers and Essays
Sonalytics
Company
R&D Gaps (1)
Limited Tools for Improving Individual, Social and Societal Epistemics in the Face of Misinformation
In an era of relentless information overload and pervasive misinformation—fueled by algorithms that prioritize fleeting engagement over meaningful value—we have the opportunity to reshape our digital spaces. By leveraging AI and more intentional design of social media spaces for epistemic improvemen...