2 papers
cs.CY2025
From Educational Analytics to AI Governance: Transferable Lessons from Complex Systems Interventions
Hugo Roger Paz
Both student retention in higher education and artificial intelligence governance face a common structural challenge: the application of linear regulatory frameworks to complex ada…
cs.CY2025
From Linear Risk to Emergent Harm: Complexity as the Missing Core of AI Governance
Hugo Roger Paz
Risk-based AI regulation has become the dominant paradigm in AI governance, promising proportional controls aligned with anticipated harms. This paper argues that such frameworks o…