Your Students Already Built What You’re Still Drafting

Two sophomores built a tutoring tool with anti-cheating guardrails that their school is now evaluating for adoption. An eighth grader trains neural networks in PyTorch, and a senior built a melanoma-detection assistant for families without dermatology access. Meanwhile, many districts are still drafting policy about students like these. All of them were found through a county student AI network, and this session is its operating manual. Most student programs fail because adults add too much; this one works by taking things away: no attendance policy, no assigned projects, just students meeting online for an hour to show each other what they built. Recruitment is simple: ask five teachers for one name each. You will leave ready to answer the three questions parents ask about supervision, data collection, and cheating, along with a recruiting one-pager, a parent FAQ, a meeting run-of-show, and an audit of why past student programs stalled. No budget, curriculum, or software required, just one staff member and one recurring call.