Crunch Time: Career Pathways in the Age of AI

Featuring curated essays from leaders in tech and education, Crunch Time empowers parents, educators, students, and professionals to get informed and access their agency in the AI age.The AI revolution is underway, and none of us are fully prepared. In Crunch Time, education and AI experts Illah Nourbakhsh and Michael Druckman confront one of the central question of our time: How will artificial intelligence reshape careers, education, and opportunity, and what should we do about it now? Rather than predicting a single future, Crunch Time presents AI as a dynamic, uncertain force that demands informed participation. Originally conceived for educators and parents, the book expands its lens to include students, alumni, mid-career professionals, employers, policymakers, and anyone navigating work and learning in the age of AI. Featuring essays from more than forty contributors—including Daniela Rus, Dame Diane Coyle, Sanjay Sarma, and Hoda Heidari—Crunch Time weaves together perspectives from AI inventors, economists, educators, technologists, and community leaders. Readers will encounter competing viewpoints, practical guidance, and concrete steps for action. Crunch Time is an invitation to understand, to prepare, and to actively shape a more equitable and human-centered AI future. Read more