The world just watched some of the most sophisticated AI systems ever built require careful sandboxing, monitored, bounded, tested before they were trusted with real consequences. That should tell us something we haven't fully absorbed yet: if systems built by the most capable engineers on Earth need boundaries and oversight, unsupervised human beings navigating the same technology need them even more. Not just children. Employees learning to use AI at work. Professionals le

Most conversations about AI in schools are still speculative. Ours isn't. For two years, the Artificial Intelligence Institute has worked inside real classrooms, not surveys about hypothetical future use, but direct, ongoing engagement with more than 6,000 students across 20+ school sites. What we found was sharper than any projection: AI use begins earlier than most institutions assume, with roughly 59% of fourth graders and nearly 69% of fifth graders already using it, clim