When AI reshapes or removes a job, the loss is rarely just income. It's identity, confidence, routine, and purpose.

Over three months, a small international group convened by Lesley Crook (MVP/MCT) debated exactly this, producing more than 300 pages of insight on career reinvention, digital confidence, ethics vs morals, and the difference between a machine that simulates understanding and a human whose judgment is shaped by lived experience, empathy, and common sense.

This panel shares what the group learned and then goes one step further. You'll see the first live version of the "Career Renewal Adviser", an agent built in Copilot Studio that starts from a person's whole story rather than their CV and skills, and surfaces transferable strengths and lived experience, mapping realistic pathways after AI-driven displacement.