How machines become minds : Geoffrey Hinton and Joel Hellermark The Godfather of AI

Jun 1, 2026

Geoffrey Hinton, Nobel Prize–winning pioneer of deep learning, joins Sana’s founder and CEO, Joel Hellermark, for a candid conversation about the future of AI, what it means to create “beings” rather than tools, and how we navigate the next great intellectual revolution. From fast‑learning neural architectures to the ethics of training data, Hinton offers a rare, unfiltered look at where this all might be heading.

What’s in this video: —How evolution, development, learning, and now AI form ever‑faster “loops” of intelligence —Why Hinton thinks AI may soon outstrip human mathematicians and reach much higher levels of intelligence —The coming “third revolution” after Copernicus and Darwin: humans no longer being the only beings around —How language‑model “self‑play” and internal inconsistencies could let AI improve with little new data —The risks of a purely profit‑driven race for smarter AI and why we must design “beings that care about us” —Hinton’s architectural bet on fast‑changing weights and brain‑like synapses beyond current transformer hardware

Hinton argues that the real stakes of AI are not only economic or technical, but civilizational. As we move from being the only intelligent beings to coexisting with artificial ones, we face a choice: build systems that are merely powerful, or build beings that genuinely care about human flourishing.

Recorded live at Sana AI Summit 2026, New York, May 21st, 2026. Subscribe for more insights on AI and the future of technology.Geoffrey Hinton and Joel Hellermark explore the evolution of artificial intelligence and its potential to surpass human cognition. They discuss the future of model architectures, the importance of training data, and the societal implications of developing autonomous systems that possess capabilities beyond traditional computing.Summary

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About michelleclarke2015

Life event that changes all: Horse riding accident in Zimbabwe in 1993, a fractured skull et al including bipolar anxiety, chronic fatigue …. co-morbidities (Nietzche 'He who has the reason why can deal with any how' details my health history from 1993 to date). 17th 2017 August operation for breast cancer (no indications just an appointment came from BreastCheck through the Post). Trinity College Dublin Business Economics and Social Studies (but no degree) 1997-2003; UCD 1997/1998 night classes) essays, projects, writings. Trinity Horizon Programme 1997/98 (Centre for Women Studies Trinity College Dublin/St. Patrick's Foundation (Professor McKeon) EU Horizon funded: research study of 15 women (I was one of this group and it became the cornerstone of my journey to now 2017) over 9 mth period diagnosed with depression and their reintegration into society, with special emphasis on work, arts, further education; Notes from time at Trinity Horizon Project 1997/98; Articles written for Irishhealth.com 2003/2004; St Patricks Foundation monthly lecture notes for a specific period in time; Selection of Poetry including poems written by people I know; Quotations 1998-2017; other writings mainly with theme of social justice under the heading Citizen Journalism Ireland. Letters written to friends about life in Zimbabwe; Family history including Michael Comyn KC, my grandfather, my grandmother's family, the O'Donnellan ffrench Blake-Forsters; Moral wrong: An acrimonious divorce but the real injustice was the Catholic Church granting an annulment – you can read it and make your own judgment, I have mine. Topics I have written about include annual Brain Awareness week, Mashonaland Irish Associataion in Zimbabwe, Suicide (a life sentence to those left behind); Nostalgia: Tara Hill, Co. Meath.
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