“YOUNG PEOPLE AS INDICATOR SPECIES” – a podcast episode where our two AI hosts, Jamie and Markus, dive into what young people’s lives are telling us about the community, health and wellbeing, education, informal education, work, and the wider social ecosystem. Here’s the twist: Jamie and Markus are not generic chatbots. They are AI avatars being trained on human research, written articles, and decades of youth work practice experience with a human editor — a deliberate “human-to-AI” transfer of knowledge designed to spark new debates, not replace human judgment, but to create a discussion space on the topic for you as a listener. In this episode they ask: • If young people are our early warning system, what exactly are they warning us about? • How are policy, schooling, and youth work practices responding (or failing to respond)?

• What might more honest, youth-led indicator data mean for how we design support?

🔍 For transparency: this podcast uses AI-generated hosts and dialogue, built from human-created materials and overseen by The Youth Work Common Room team. Humans set the agenda, curate the sources, and remain responsible for the content.