The theme of the Artificiality Summit 2026 is Unknowing. We start with five speakers—David Wolpert, Caleb Scharf, Wakanyi Macharia-Hoffman, Gašper Beguš, and Nina Beguš—whose work converges on a single finding: the uncertainty surrounding AI is permanent, not a phase.
Helen Edwards is a Co-Founder of Artificiality. She previously co-founded Intelligentsia.ai (acquired by Atlantic Media) and worked at Meridian Energy, Pacific Gas & Electric, Quartz, and Transpower.
AI is reshaping how students think and learn. The one course every university should teach? Training in cognitive sovereignty—how to collaborate with AI without losing what makes thinking human.
AI excels at generating opportunities but struggles with deciding what matters. New research reveals why human judgment—not technical skill—becomes the scarce premium as AI reshapes expertise and organizational decision-making.
A conversation with Christine Rosen, senior fellow at the American Enterprise Institute and author of "The Extinction of Experience: Being Human in a Disembodied World."
Three groundbreaking papers reveal why AI can be impressive yet fundamentally limited. New research shows scaling laws hit brutal constraints while human intelligence—our ability to find principles and reason about novel situations—remains essential, not redundant.
Our AI Course for Leaders starts this Wednesday!
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