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  1. Economist Podcasts
  2. 1. Fat layer of humans
1. Fat layer of humans

1. Fat layer of humans

Economist Podcasts · Jan 29, 2026

AI's 'jagged frontier' is transforming white-collar work. Explore its uneven power through digital clones, expert views, and a human vs. AI test.

Treating AI as a Cost-Cutting Tool is a Strategic Error During an Industrial Revolution

Wharton Professor Ethan Malek argues that firms using AI for efficiency gains by firing staff are misreading the moment. In a technological revolution, the smarter move is to view AI as a capacity gain—using the freed-up human potential to innovate, gain new advantages, and outmaneuver competitors.

1. Fat layer of humans thumbnail

1. Fat layer of humans

Economist Podcasts·21 days ago

Y Combinator Partner Sees a 'Mind Virus' Driving Students to Drop Out for AI Startups

High-achieving students feel a dystopian pressure to build startups and accrue wealth before a superintelligent AI emerges. This 'mind virus,' as described by Y Combinator's Tom Gardner, is causing them to drop out of university at higher rates, believing their window of opportunity is closing.

1. Fat layer of humans thumbnail

1. Fat layer of humans

Economist Podcasts·21 days ago

AI Enables Small 'Super Teams' of Senior Experts to Replace Large Departments

Instead of traditional IT departments, companies are forming small, cross-functional teams with a senior engineer, a subject matter expert, and a marketer. Empowered by AI, these agile groups can build new products in a week that previously took teams of 20 people six months, radically changing organizational structure.

1. Fat layer of humans thumbnail

1. Fat layer of humans

Economist Podcasts·21 days ago

A Necessary 'Freak-Out Moment' with AI Sparks True Understanding of Its Power

According to Wharton Professor Ethan Malek, you don't truly grasp AI's potential until you've had a sleepless night worrying about its implications for your career and life. This moment of deep anxiety is a crucial catalyst, forcing the introspection required to adapt and integrate the technology meaningfully.

1. Fat layer of humans thumbnail

1. Fat layer of humans

Economist Podcasts·21 days ago

An AI Wrote a More Coherent Column Than a Professional Journalist in a Blind Test

When an Economist writer pitted his own satirical column against one generated by AI, several colleagues mistakenly identified the AI's version as his. They found the AI's writing more coherent and, in some cases, more representative of his style, highlighting AI's shocking proficiency in creative and nuanced tasks.

1. Fat layer of humans thumbnail

1. Fat layer of humans

Economist Podcasts·21 days ago

AI's 'Jagged Frontier' Requires You to Map Its Value in Your Own Field of Expertise

AI's capabilities are inconsistent; it excels at some tasks and fails surprisingly at others. This is the 'jagged frontier.' You can only discover where AI is useful and where it's useless by applying it directly to your own work, as you are the only one who can accurately judge its performance in your domain.

1. Fat layer of humans thumbnail

1. Fat layer of humans

Economist Podcasts·21 days ago