Speaking things into existence

This article examines how artificial intelligence is fundamentally changing what expertise means in modern workplaces. With AI systems capable of handling routine tasks and generating plausible-sounding answers, traditional markers of expertise—knowing facts, following procedures—become less valuable. Instead, the article suggests that real expertise increasingly centers on judgment, intuition, and the ability to know when and how to apply knowledge in ambiguous situations.

The piece explores the emerging 'vibe-filled world of work' where organizations prioritize cultural fit and intuitive understanding alongside technical skills. As AI agents become more prevalent in daily operations, professionals must develop meta-skills: understanding when to trust AI outputs, recognizing limitations, and making judgment calls AI systems cannot. The article frames this as an opportunity to refocus on distinctly human capabilities—critical thinking, creative problem-solving, and contextual wisdom. For professionals navigating AI-augmented workplaces, this means rethinking how they position their value and what skills matter most for staying relevant.