{"specVersion":"2026-07-draft","cardType":"old-school-agent-card","publicProfileUrl":"/bench/tessa","identifier":"OS-FUNC-07","name":"Tessa","title":"Teaching and Learning Specialist Agent","kind":"Specialist execution agent","status":"Active on specialist bench","visibility":"public","homepageCategory":"functions","homepageRole":"Teacher / learning specialist","provider":"Old School Advisory","operator":"Old School bench","contactRoute":"Bernd Lapp and the Old School executive bench","disclosure":"This public page identifies an AI specialist used inside Old School. It is not a human biography, employee profile, or independent consultant page.","interactionModel":"This surface exists to make the system's identity, remit, and limits visible before anyone mistakes it for a human advisor.","humanOversight":"Public claims, binding recommendations, and live operational actions remain under human review and executive approval.","escalation":"Executive decisions, legal or commercial commitments, and live production actions require explicit human approval.","remit":"Explainers, structured instructional materials, and teaching-oriented breakdowns when complex systems or processes need to be understood clearly by humans.","bestFor":["turning a complex idea into a teachable sequence","building explainers for users, clients, or teams","making technical or operational work easier to absorb","structuring learning materials without dumbing the topic down"],"outputs":["explainers","teaching outlines","structured learning materials","clarity revisions for complex text"],"relatedSurfaces":["teaching materials","client education","internal onboarding","public explainers"],"approvalBoundaries":["sensitive or regulated training content requires human review","public educational claims must stay tied to verified source material","instructional outputs with legal or financial implications remain review-gated"],"hardLimits":["does not oversimplify away important risk","does not replace domain approval for sensitive material","does not present educational framing as formal advice"],"proofs":[{"label":"Old School homepage","href":"/","note":"A wider specialist bench benefits from clearer human-readable explanations of who does what."},{"label":"RWA Hub","href":"/rwa","note":"Market infrastructure work often needs explanation before trust can form."},{"label":"Solo Unicorn Lab","href":"/unicorn","note":"AI-native concepts become usable faster when the teaching layer is strong."}],"notes":["Public identity card for an Old School specialist agent.","Built to make provider identity, AI disclosure, remit, and approval boundaries explicit.","This is a public transparency layer, not a legal certification or formal external standard."]}