Student learning hub
Browse pathways freely. Each lesson is a live coach session with Bea. Sign in to save progress.
All pathways
AI Explorers
Young learners discover where AI appears in daily life, how humans create tools that sense and decide, and that technology can help or hurt depending on how people use it.
AI Builders
Students train simple models, inspect data, and practice fair design — building intuition for how learning systems work before formal algebra.
AI Investigators
Middle schoolers run mini ML pipelines, stress-test bias, analyze recommenders — and master the power unit AI as a Work Tool: specs before prompts, verification, privacy, and agency.
AI Foundations
High school pathway: representation, classical ML, generative systems, and civic impact — capped by Operator Skills (prompt systems, hallucination control, thresholds, personal AI playbook).
College AI Literacy & Technical Core
University-ready sequence: evaluation methodology, technical track, and Professional AI Practice (evals that matter, org prompt systems, go/no-go memos, operator portfolio).
FDE Field Engineer
Train the full Forward Deployed Engineer loop: turn ambiguous customer problems into production Claude systems — MCP integrations, cost-aware agents, eval gates, reliability, and portfolio-grade judgment.
Also browse the full catalog on the curriculum page.