Super Data Science: ML & AI Podcast with Jon Krohn 925: AI, Automation and the Future of Work, with Oxford’s Prof. Carl Benedikt Frey
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Sep 23, 2025 
Carl Benedikt Frey, an Oxford economist and researcher, discusses his latest book, How Progress Ends, exploring the relationship between technology and economic systems. He delves into the challenges of job displacement by AI and the role of weak social ties in driving innovation. Frey also highlights the struggle of large incumbents to innovate versus lobby, and suggests ways for workers to future-proof their careers amidst rapid automation. His insights urge a shift in protective policies that focus on people, not just jobs.
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Incumbents Drift Toward Protection Not Creation
- Incumbent firms often shift from innovation to defensive strategies once marginal returns decline.
- More competition and entry generally produce better long-term innovation outcomes.
Competition Built The Modern Internet
- Antitrust actions and openness to competition can unlock whole technological ecosystems.
- US legal moves (IBM, AT&T) helped the internet and software revolution develop via new entrants.
LLMs Are Consensus Engines, Not Frontier Inventors
- Large language models excel at recombining patterns but struggle to propose unprecedented conceptual leaps.
- Human ingenuity retains an edge on frontier discovery and radically novel solutions.
