Expert record
Aaron Levie
Sep 10, 2026
AI capability will advance faster than its measurable GDP impact because diffusion through businesses will take much longer than expected, and diffusion will be the defining theme of the next decade.
AI / Tech
Aaron Levie
Sep 8, 2026
The strongest AI product opportunities are those that deliver value with currently marginal capabilities while targeting missions that become feasible only with future orders-of-magnitude improvements.
Business
Aaron Levie
Jul 22, 2026
Multi-model agentic systems (frontier models as planners + cheaper models as workers) will become the dominant architecture for AI agents.
AI / Tech
Aaron Levie
Jul 14, 2026
Frontier AI progress will continue without plateau, open-weight models will rapidly absorb those advances, and applied AI orchestration layers will thrive by combining both.
AI / Tech
Aaron Levie
Mar 22, 2026
Enterprise adoption of AI agents is still in a very early stage, analogous to cloud computing around 2010, with massive growth ahead.
AI / Tech
Aaron Levie
Jan 18, 2026
In an enterprise environment with far more AI agents than humans, the value of systems of record and enterprise software tools will increase rather than decrease.
AI / Tech
Aaron Levie
Dec 29, 2025
Jevons paradox will apply to knowledge work: cheaper AI-driven tasks will lead to substantially more total work, with most future AI tokens spent on currently non-existent activities.
AI / Tech
Aaron Levie
Dec 5, 2025
No single lab is locked in as the permanent leader in frontier AI models over the next five years (through ~2030); leadership remains contestable.
AI / Tech
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