{"version":"1.0","type":"card","id":"428bab9e-7283-41da-b9b8-bbfeb64eb7ef","url":"https://stacklist.com/card/428bab9e-7283-41da-b9b8-bbfeb64eb7ef","title":"Zero to Umm — Jared White: Building AI You Can Trust in a Courtroom","source_url":null,"note":"Jared White, founder of Matey AI, discusses building AI-native legal tools for criminal defense, emphasizing the critical shift from teaching computers to write to enabling them to read and reason over vast datasets. He shares his journey, the unique economics of AI development, the challenge of building trust in high-stakes environments like courtrooms, and the importance of customer-centric development.","image":null,"stack":{"id":"5bb1c307-cd3d-4b7e-a200-d2f087a72449","title":"AI in the Courtroom: Jared White on Matey AI","url":"https://stacklist.com/c/podcast/stack/5bb1c307-cd3d-4b7e-a200-d2f087a72449"},"created_at":"2026-07-07T14:47:28.142Z","updated_at":null,"aco":{"summary":"Jared White, founder of Matey AI, discusses building trustworthy AI for criminal defense by teaching computers to read rather than write. The interview covers his path from quantitative trading to legal AI, the economics of modern AI development, and why starting with customer needs is critical for founders.","tags":["ai-legal","criminal-defense","founder-interview","trustworthy-ai","legal-tech","startup-strategy"],"key_entities":[{"name":"Jared White","type":"person","confidence":0.99},{"name":"Kyle Hudson","type":"person","confidence":0.95},{"name":"Matey AI","type":"organization","confidence":0.99},{"name":"CrimD","type":"technology","confidence":0.9},{"name":"Cursor","type":"technology","confidence":0.85},{"name":"human-in-the-loop","type":"concept","confidence":0.92},{"name":"trustworthy-ai","type":"concept","confidence":0.93},{"name":"Austin","type":"location","confidence":0.95},{"name":"Zero to Umm","type":"event","confidence":0.98}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-07-07T14:47:37.764Z"},"token_counts":{"approximate":8346,"cl100k":7653},"content_hash":"sha256:fae0f5aa9d18c807d24123529dfb0d736d08ca2b4e4bd506445c5c998daa3c1f","acp_version":"0.2","body_available":true,"body_tokens":8346,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/428bab9e-7283-41da-b9b8-bbfeb64eb7ef.json","html":"https://stacklist.com/card/428bab9e-7283-41da-b9b8-bbfeb64eb7ef","md":"/api/public/card/428bab9e-7283-41da-b9b8-bbfeb64eb7ef.md","stack_json":"/api/public/stack/5bb1c307-cd3d-4b7e-a200-d2f087a72449.json"}}