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Bringing AI back to earth

Written by Paul Amery on February 6, 2024

More in ACCOUNT:

  • The rise of techno-fascism October 27, 2025
  • Unseen Money 12: Keeping hackers out of your DeFi wallet July 15, 2025
  • Unseen Money 11—a bad bird on your wire May 19, 2025

Excitement over the prospects for artificial intelligence (AI) has driven US stock market valuations to a historic high. Can AI technologies deliver on their promise? Or is this yet another case of irrational exuberance?

In the latest New Money Review podcast I am joined by Eric Siegel, a former Columbia University professor who has taught computer science courses in machine learning and AI. Siegel, now a consultant, has just published a new book called “The AI Playbook—Mastering the Rare Art of Machine Learning Deployment”.

Eric Siegel

In the podcast, we explore some of the paradoxes surrounding AI: why this tech tool with apparently unlimited greatest promise may be the hardest to use, and why computers promising us greater autonomy may in fact require more supervision.

We cover:

  • What is artificial intelligence (AI) and what is machine learning (ML)?
  • What is generative AI?
  • What explains the current AI hype?
  • How predictive analytics can improve organisations’ performance
  • Examples of successful machine learning in practice: UPS and credit scoring
  • Why do so many ML projects fail to reach deployment?
  • Why artificial general intelligence (AGI) is “the most compelling ghost story ever”
  • Why computers that seem more human-like may give us less autonomy
  • What goals can ChatGPT reach and where does it fall short?
  • Why AI hype may be costly

In each thirty-minute episode, the New Money Review podcast brings you the best minds in the world of money–from economics to payments, technology, law, digital assets, crime and fraud. Listen in.

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New Money Review covers innovations in money and their implications for our financial, social and political systems.

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