
Hosted by Ed Elson and Scott Galloway
Written by a model from the transcript; not yet reviewed.
This episode covers major market developments following the release of OpenAI's new model, GPT-6 Astra, and discusses whether artificial general intelligence has truly arrived. Guest Gary Marcus argues that tech leaders are engaging in an AGI bait and switch, using poorly defined terms and marketing hype to drive up stock prices while real-world performance falls short. The episode also analyzes the August jobs report with labor economist Kathryn Anne Edwards, who explains that the labor market is much weaker than headline numbers suggest. Finally, the show examines the rise of the AfD party in Germany and the economic realities behind the political shift.
The episode opens with a Google Chrome sponsorship and a brief host introduction.
Ed Elson reviews U.S. market activity, commodity prices, and the impact of geopolitical tensions.
Gary Marcus is introduced, setting the stage for a deep dive into AI capabilities and AGI claims.
Marcus critiques the definition of AGI, explores the bait‑and‑switch narrative, and examines economic expectations tied to AGI claims.
The discussion wraps up with Marcus’s final thoughts on the marketing of AGI and its real-world implications for labor and investment.
OpenAI Releases GPT-6 Astradata
OpenAI released its newest and most powerful model, GPT-6 Astra, trained on over 100,000 Nvidia GPUs at the Stargate Data Center.
Assessing the Reality of AGIinsight
Gary Marcus evaluates the new AI model and discusses whether artificial general intelligence has truly been achieved.
The Reality Versus Benchmark Maxinginsight
Gary Marcus explains how AI models are optimized to pass specific benchmarks but often fail or underperform in practical real-world use.
The Klarna Effect in AI Hiringstory
Companies announce major layoffs expecting AI to replace human workers, only to quietly rehire people later when the technology falls short.
Vague Terminology in AI Leadershipdebate
Sam Altman and other tech executives avoid committing to precise definitions, using ambiguous phrases like AGI-like instead.
The US economy added 162,000 jobs in August, tripling economists' expectations while the unemployment rate held steady at 4.1%.
The Simple Pizza Test for Agentsstrategy
An AI agent should be able to autonomously complete everyday tasks like ordering a pizza, but current systems remain unreliable.
German AfD Wins Regional Electiondata
The far-right AfD party won 44 percent in a regional German election, driven by voter frustration over a stagnant economy.
“Brent crude climbed towards $98 per barrel.”
“Astra was trained on more than 100,000 Nvidia GPUs at the Stargate Data Center in Texas.”
“Nvidia CEO Jensen Huang said that artificial general intelligence, or AGI, has, quote, arrived.”
“Sam Altman, for example, once said that AGI could, quote, "break capitalism."”
“The code it writes is for shit is something I saw about Astra yesterday on Twitter.”
Ed Elson is joined by Gary Marcus to break down OpenAI’s new Astra model and whether or not AGI has actually arrived. Then, Kathryn Anne Edwards returns to unpack the August jobs report and what it reveals about the current state of the labor market. Finally, Ed shares why he is concerned about the results of Germany’s recent election. Gary Marcus is an author, scientist, entrepreneur, and Emeritus Professor of Psychology and Neural Science at NYU. Kathryn Anne Edwards is a labor economist and host of the Optimist Economy Podcast. Subscribe to the Prof G Markets Youtube Channel Follow Prof G Markets on Instagram Follow Ed on Instagram, X and Substack Follow Scott on Instagram Send us your questions or comments by emailing [email protected] Learn more about your ad choices. Visit podcastchoices.com/adchoices
7,313 words · 9 speakers
Speaker names marked are inferred from speaking time and the show’s known hosts — they are not voice-verified.
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