Geoffrey Hinton and Fei-Fei Li, prominent figures in the field of artificial intelligence, recently discussed the challenges and responsibilities associated with AI development. These two luminaries, known for their groundbreaking AI research over a decade ago, are now focusing on ensuring the safe and ethical advancement of AI technology.""


Geoffrey Hinton, a University Professor Emeritus at the University of Toronto and often referred to as the “godfather of AI,” has been raising concerns about the risks posed by the rapid development of large language models like ChatGPT and Google’s PaLM. He points out potential issues such as unemployment, fake news, and military applications of AI.

Fei-Fei Li, a professor at Stanford University and co-director of the Human-Centered AI Institute, shares these concerns and stresses the importance of investing in public institutions to guide AI’s future development. Despite the challenges, she remains hopeful that by making responsible choices, a better future can be created.

Their conversation, hosted by the University of Toronto at the MaRS Discovery District and livestreamed to a wide audience, emphasized the urgency and responsibility associated with AI development.

The event, organized by Radical Ventures in collaboration with several institutions, served as both an AI history lesson and a call to action. It marked the beginning of the Radical AI Founders Masterclass, a program aimed at teaching AI researchers how to build AI companies.

U of T President Meric Gertler acknowledged the transformative impact of AI on various fields, from drug discovery to medical diagnostics. However, he also recognized the growing concerns about AI’s role in shaping humanity’s future, making the discussion timely and significant.

Geoffrey Hinton and Fei-Fei Li reflected on their pivotal moment in 2012 when Hinton’s grad students demonstrated the potential of deep learning neural networks using the ImageNet database created by Li’s team for object recognition. This was referred to as AI’s “Big Bang moment.”


While Hinton remains cautious about the ability of today’s AI systems to process vast amounts of data and share their knowledge instantly, he is optimistic that people are beginning to heed his warnings.

The discussion generated numerous questions from the audience, ranging from entrepreneurs seeking responsible AI development in their startups to students interested in AI’s impact on education.


Melanie Woodin, dean of U of T’s Faculty of Arts & Science, praised the profound and unparalleled nature of the conversation in her closing remarks.

Attendees, including students like Arielle Zhang, left the event feeling inspired and optimistic about the future. Zhang, a machine intelligence major, was motivated to pursue further academic studies in AI, where topics like privacy and fairness can be explored in depth.

In summary, Geoffrey Hinton and Fei-Fei Li’s discussion emphasized the need for responsible AI development and the importance of addressing the challenges associated with AI technology to create a better future.

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