The Competence Mirage — How Artificial Intelligence Has Made It Easier Than Ever to Appear Competent — and Harder Than Ever to Actually Be It
For fifty years, organizations measured competence by measuring production. That system worked — until artificial intelligence made it possible to produce sophisticated, high-quality work without the underlying skills to evaluate a single word of it. In The Competence Mirage, we examine what AI has actually done to the workforce: not replaced professionals, but created a generation whose apparent competence now outpaces their actual competence by a margin no one is measuring. The Eight Critical Skills haven’t changed. What’s changed is the cost of not having them.
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