Writing
Long-form thinking on skills, AI, and the future of work.
Why AI pilots fail at scale
The gap between proof-of-concept and production is not about technology.
From episodic reviews to continuous intelligence
Why annual assessments cannot keep pace with the speed of change.
Human–AI partnerships beyond automation
The next wave of AI will be defined by how well it elevates people.