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Written reflections on AI, agility, and human value

A growing collection of written reflections on AI, agile practice, facilitation, and human value.

May 9, 2026

AI Is Becoming the Specialist. What's Left for Humans?

The paradox at the heart of the AI era: the skills we thought made us irreplaceable are exactly what AI learns fastest. And what becomes more valuable is older than technology.

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April 21, 2026

The Ikigai of Any Role in the Age of AI

AI is reshaping Ikigai. Use Strategy, Empathy, and Adaptability to rethink purpose in an AI-shaped world.

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