<ul data-eligibleForWebStory="true"><li>Predictive algorithms serving users can lead to varying prediction quality.</li><li>Users' responses to accurate predictions can create feedback loops affecting the model and user population.</li><li>Evolutionary prediction games framework introduced for modeling feedback loops using evolutionary game theory.</li><li>Analysis shows competition and competitive exclusion in ideal settings with unlimited resources, while coexistence is possible in realistic constraints.</li><li>Stable coexistence and mutualistic symbiosis between user groups feasible under constraints like finite data and limited compute.</li><li>Mechanisms to sustain coexistence presented and empirical evidence provided to support the findings.</li></ul>

Evolutionary Prediction Games

Discover more