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Tim O'Reilly: AI success hinges on broad diffusion, not just frontier models

Tim O'Reilly, referencing Jeff Ding's diffusion theory, argues that the AI industry's focus on frontier models might be misguided. He suggests that, similar to past technological revolutions, national and corporate success in AI will hinge on broad diffusion and integration across the economy, rather than solely on pioneering the newest technology. This diffusion is facilitated by robust "skill infrastructure"—education and training systems that equip a wide range of engineers to work with AI, emphasizing widespread adoption over isolated invention. AI

IMPACT Suggests a strategic shift for AI development, prioritizing widespread integration and skill-building over solely focusing on cutting-edge model advancements.

RANK_REASON Opinion piece by a notable figure discussing the implications of AI adoption theory.

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Tim O'Reilly: AI success hinges on broad diffusion, not just frontier models