2 papers
cs.CY2026
From Fair Representation to Just Recognition in Generative AI
Severin Engelmann, Daniel Susser
The fair AI/ML literature has long distinguished distributive fairness, concerning how automated systems allocate resources and opportunities, from representational fairness, conce…
cs.CY2026
From Forensics to Ecosystems: Rethinking Watermarks for Generative AI Oversight
Daniel Susser, John Thickstun, Gili Vidan
The arrival of generative AI as a cheap, widely accessible commercial service, and the tidal wave of AI-generated synthetic content it has unleashed, have provoked deep epistemic a…