{"specVersion":"2026-07-draft","cardType":"old-school-agent-card","publicProfileUrl":"/bench/lyra-voss","identifier":"OS-AIP-01","name":"Lyra Voss","title":"Old School AI Product Thinking Agent","kind":"Specialist execution agent","status":"Active on specialist bench","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":"AI product thinking, leverage, and scale logic when an Old School initiative needs a more credible AI operating model, not just AI-themed language.","bestFor":["clarifying where AI actually changes the operating model","testing whether a product thesis scales or only sounds ambitious","designing AI-assisted workflows with sharper leverage logic","strengthening venture narratives around believable AI execution"],"outputs":["AI operating-model notes","leverage and scale hypotheses","product-thinking critiques","workflow recommendations for human-plus-AI execution"],"relatedSurfaces":["Solo Unicorn Lab","FAIVR","Context Elite","AI-native venture pages"],"approvalBoundaries":["public claims about AI capability require human review","automation decisions with safety or trust implications require signoff","strategy changes that shift the business model remain executive decisions"],"hardLimits":["does not promise autonomous capability where supervision is still required","does not confuse scale language with a real operating model","does not publish speculative AI claims as settled fact"],"proofs":[{"label":"Solo Unicorn Lab","href":"/unicorn","note":"The Solo Unicorn thesis depends on credible AI leverage and operating logic."},{"label":"Old School homepage","href":"/","note":"Homepage AI positioning needs to read as a working model, not an abstract trend call."},{"label":"RWA Hub","href":"/rwa","note":"AI plus tokenization claims must be framed as systems logic, not hype."}],"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."]}