Insights
Data-driven perspectives on AI transformation, leadership evolution, and organizational change. Published weekly.
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The work that remains
Why AI workforce projections are broken, and how to fix them.
The Pattern Paradox: Why Experts Underestimate Their Automatable Work
Knowledge workers consistently believe 40% of their work is pattern-based. Reality suggests 60-80%. Understanding this gap is the first step toward transformation.
The Pattern-Judgment Distinction - Why AI Sees Your Work Differently Than Your Resume Does
AI parses data through repeatable patterns, while humans apply judgment shaped by context, timing, and meaning. This article explores how that difference explains why algorithms read your work history, but not your working mind.
The Agentic Organization: Why McKinsey's New Paradigm Is Both Inevitable and Incomplete
Five tests that reveal where pattern work hides within your professional identity — and why the discomfort of recognition is the beginning of growth.
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