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.
Dave Edwards is a Co-Founder of Artificiality. He previously co-founded Intelligentsia.ai (acquired by Atlantic Media) and worked at Apple, CRV, Macromedia, Morgan Stanley, Quartz, and ThinkEquity.
Apple isn’t being left behind in generative AI—it’s playing a different game. While every other tech company is spending billions on inference compute—Apple is being paid for it.
Artificiality Co-founders, Helen and Dave Edwards, provided a presentation on AI & Higher Education for a gathering of senior executives from Oregon's higher education institutions.
