Human+AI Capability, Intelligent Actors & AI‑Supported Learning Architectures

Professional work is rapidly shifting toward human–AI collaboration, requiring new capability profiles. This session explores how to identify, teach and assess the skills that matter in human+AI production, from complement and superpower skills to shaping intelligent actors and deploying AI‑supported learning architectures. Speakers examine how learners and institutions collaborate with AI to redesign outcomes, strengthen support and build sustainable capability in AI‑rich environments.