Episode 2289: Gary Marcus on how Artificial General Intelligence (AGI) is, in the long run, inevitable

Dec 31, 2024

Gary Marcus, a prominent AI skeptic and former CEO of Geometric.AI, discusses the inevitability of Artificial General Intelligence (AGI) by 2100. He highlights the urgent need for AI regulation before technology surpasses human control. The conversation dives into the complexities of the current AI landscape, the alignment problem, and the rivalry among tech giants like OpenAI and Google. Marcus critiques the focus on generative models and emphasizes that the path to AGI might require yet-to-be-invented approaches, urging a balance of methodologies in future development.

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INSIGHT

Gary Marcus's Skepticism

Gary Marcus clarifies his AI skepticism, believing AGI is inevitable but not imminent.
He is skeptical of generative AI's usefulness and its potential for misuse.

INSIGHT

Generative AI's Limitations

Generative AI, championed by Hinton, is not the path to AGI, according to Marcus.
He believes current machines lack true understanding and are merely statistical predictors.

INSIGHT

Neurosymbolic AI

Generative AI is a useful tool, but not a complete solution for AGI, says Marcus.
He advocates for neurosymbolic AI, combining statistical and abstract reasoning approaches.

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Gary Marcus is amongst the world’s leading skeptics on the AI revolution. So it’s worth taking note when Marcus admits that “of course we are getting to AGI eventually”. No, he says, artificial general intelligence (AGI) won’t take place in 2027 or perhaps even 2050. But it will happen, he confidently predicts, by 2100. So that only underlines Marcus’ argument, made in his acclaimed 2024 book Taming Silicon Valley, of the desperate need to regulate AI before it regulates us. And it also contextualizes our short term preoccupation with corporate pioneers of generative AI technology like OpenAI, Anthropic, DeepMind and xAI. As Marcus argues, it’s likely that the dominant AI technology that will get us to AGI by the end of the 21st century hasn’t even been invented yet.

Gary Marcus is a leading voice in artificial intelligence, well known for his challenges to contemporary AI. He is a scientist and best-selling author and was founder and CEO of Geometric.AI, a machine learning company acquired by Uber. A Professor Emeritus at NYU, he is the author of five previous books, including the bestseller Guitar Zero, Kluge (one of The Economist's eight best books on the brain and consciousness), and Rebooting AI (with Ernest Davis), one of Forbes's seven must-read books on AI.

Named as one of the "100 most connected men" by GQ magazine, Andrew Keen is amongst the world's best known broadcasters and commentators. In addition to presenting KEEN ON, he is the host of the long-running How To Fix Democracy show. He is also the author of four prescient books about digital technology: CULT OF THE AMATEUR, DIGITAL VERTIGO, THE INTERNET IS NOT THE ANSWER and HOW TO FIX THE FUTURE. Andrew lives in San Francisco, is married to Cassandra Knight, Google's VP of Litigation & Discovery, and has two grown children

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