
Expert record
Benedict Evans
Sep 3, 2026
AI will primarily automate tasks within existing company workflows rather than immediately replacing entire organizational structures.
AI / Tech
Benedict Evans
Sep 3, 2026
The highest-value AI applications will be novel use cases that were previously impossible rather than direct automation of existing tasks.
AI / Tech
Benedict Evans
Sep 3, 2026
Enterprise AI chatbot adoption remains highly uneven, with heavy use by a minority and limited use by most employees.
AI / Tech
Benedict Evans
Jul 9, 2026
Frontier AI models will evolve into low-margin commodity infrastructure, with primary value accruing to applications and layers above them.
AI / Tech
Benedict Evans
Jul 9, 2026
Chatbot interfaces will struggle to capture significant long-term value higher in the software stack.
AI / Tech
Benedict Evans
Jul 1, 2026
Foundation models and chatbots themselves will not capture the majority of long-term value; value will accrue higher in the stack.
AI / Tech
Benedict Evans
Jul 1, 2026
In approximately 20 years, advanced AI capabilities will be taken for granted as ordinary features of computing.
AI / Tech
Benedict Evans
May 24, 2026
Precise prediction of which jobs and industries are exposed to AI displacement is largely impossible.
AI / Tech
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