Abstract This document proposes an analysis of the systemic impact of AI systems, and in particular ones based on Machine Learning models, on the Web, and the role that Web standardization may play in managing that impact. Status of This Document This document is intended to capture the current shared understanding of the W3C Team on the current and expected impact of developments linked to Artificial Intelligence systems on the Web, and identifying explorations the World Wide Web Consortium co...