{"version":"1.0","type":"card","id":"4772207e-5950-409f-8587-4f3b540dc7a7","url":"https://stacklist.com/card/4772207e-5950-409f-8587-4f3b540dc7a7","title":"Wastewater Guardians: Automating Biology for Clean Water","source_url":"https://www.codestory.co/episodes/s12-e30-wastewater-guardians-automating-biology-to-protect-clean-water-with-virginia-szepietowski-co-founder-of-nyad-ai/","note":"This episode features Virginia Szepietowski, co-founder of Nyad AI, discussing her journey from the UK to Alabama and her innovative work in automating biology to protect clean water. Listeners will gain insights into the intersection of technology and environmental sustainability.","image":{"url":"https://ucarecdn.com/033e857a-42e4-4089-bbdb-49ab13480894/","alt":"Wastewater Guardians: Automating Biology for Clean Water","width":1400,"height":1400},"stack":{"id":"4a7cc3d8-26c0-4ce0-839a-302d608bd60a","title":"Code Story Season 12: Founder Interviews & Startup Insights","url":"https://stacklist.com/c/podcast/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a"},"created_at":"2026-08-04T14:41:25.916Z","updated_at":null,"aco":{"summary":"Wastewater Guardians is a Code Story podcast episode featuring Virginia Szepietowski, co-founder of Nyad AI, discussing how automated biology and computer vision technology revolutionize wastewater treatment by enabling real-time microorganism detection. The episode explores how AI-powered hardware addresses operational blind spots in municipal and industrial water facilities, preventing biological plant crashes and supporting the next generation of water operators.","tags":["wastewater-treatment","ai-automation","water-infrastructure","computer-vision","environmental-protection","startup","biotech"],"key_entities":[{"name":"Virginia Szepietowski","type":"person","confidence":0.99},{"name":"Nyad AI","type":"organization","confidence":0.99},{"name":"Code Story","type":"organization","confidence":0.95},{"name":"computer-vision","type":"technology","confidence":0.92},{"name":"automated-microscopy","type":"technology","confidence":0.88},{"name":"wastewater-treatment","type":"concept","confidence":0.98},{"name":"water-infrastructure","type":"concept","confidence":0.95},{"name":"Alabama","type":"location","confidence":0.9},{"name":"United Kingdom","type":"location","confidence":0.85}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-08-04T14:41:38.515Z"},"token_counts":{"approximate":9081,"cl100k":10367},"content_hash":"sha256:84285b3d4de4723ac2cb620ecda2c800820d004104f9e4d0be86a8c395222acf","acp_version":"0.2","body_available":true,"body_tokens":9081,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/4772207e-5950-409f-8587-4f3b540dc7a7.json","html":"https://stacklist.com/card/4772207e-5950-409f-8587-4f3b540dc7a7","md":"/api/public/card/4772207e-5950-409f-8587-4f3b540dc7a7.md","stack_json":"/api/public/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a.json"}}