
AI Today Podcast How AI Is Shaping Agility — with Jurgen Appelo
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Sep 10, 2025 Jurgen Appelo, an insightful author and entrepreneur from the Netherlands, discusses the evolving nature of agility in the AI era. He emphasizes that true agility transcends rituals, focusing instead on responsiveness and outcomes. The conversation reveals how AI transforms team dynamics and leadership roles, reshaping traditional management structures. Appelo highlights the importance of maintaining creativity and purpose in hybrid human-AI teams while advocating for a culture of experimentation to adapt effectively. This dialogue is a must-listen for those navigating AI in organizational contexts.
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Teams Shrink As Algorithms Handle Coordination
- AI is shrinking team sizes and enabling rapid reteaming by shouldering cognitive load like context switching.
- Middle management layers are disappearing because algorithms can route decisions and information faster.
Author Replaces Beta Readers With AI
- Jurgen replaced hours of research and human beta readers with chat models that speed up his book work.
- He remains the orchestrator, using AIs to perform tasks while he coordinates the results.
Experiment Beyond Task Replacement
- Experiment with AI to enable things that were impossible before, not just to replace old tasks.
- Use prototypes and rapid exploration to discover new product opportunities enabled by AI.




