Intelligent Earth Seminar: Maria Perez Ortiz (UCL)

Planet-Centered AI: Reorienting AI for Earth System Stewardship

 

This talk introduces Planet-Centered AI (PCAI), a research agenda and design philosophy that reorients AI toward Earth system integrity and resilience. PCAI treats socio-ecological dynamics and systemic risk as first-order design constraints, shifting AI from narrow prediction tasks toward foresight. It reframes AI as epistemic infrastructure: supporting scenario exploration, stress-testing interventions, and collective sensemaking under deep uncertainty. Through examples from reinforcement learning with Integrated Assessment Models and multi-agent simulations, I illustrate how computational foresight could help design climate mitigation pathways, reveal cooperation failures, and be used as a tool to explore preferable futures. The aim is not better prediction, but AI that supports responsible planetary stewardship.