

How Progress Ends with Carl Benedikt Frey
Sep 16, 2025
Carl Benedikt Frey, an Associate Professor of AI & Work at the University of Oxford, dives into the intricate relationship between technology and progress. He discusses the fragility of advancement, emphasizing how it relies on institutional flexibility rather than just innovation. Frey explores the balance between decentralized exploration and centralized scaling, revealing how successful firms can hinder progress. He also shares insights on overcoming hurdles in AI development and why broader access to these technologies could spark new innovations.
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Progress Requires Institutional Flexibility
- Technological progress is not inevitable and depends on supportive institutions.
- Productivity leaders can stagnate without institutional flexibility to adapt to new technologies.
Two Distinct Phases Of Progress
- Technological advancement entails exploration (inventing) and scaling (producing affordably).
- Different institutions support each phase and leaders must shift between them to sustain progress.
Promote Decentralized Exploration
- Encourage decentralization to let many actors explore varied technological paths.
- Build institutions that support competition and multiple funding routes for risky ideas.