I’m sharing an idea I call GenLoop: a Human–AI Generational Learning Loop and “Generational Playbook Engine” for using AI to train humans and pass knowledge between generations, instead of just building bigger data centers.

I’m a former Paramedic Supervisor of a County EMS system and Pediatric care provider to for my medically fragile child (pen name: LAKSzero) and wrote this as an early manifesto. I’d appreciate feedback on the concept and its practical uses.