{"version":"1.0","type":"card","id":"f2b0a570-d79e-4d47-ae76-d4ade38cb2bf","url":"https://stacklist.com/card/f2b0a570-d79e-4d47-ae76-d4ade38cb2bf","title":"Engineering Collective Intelligence with ThoughtExchange","source_url":"https://www.codestory.co/episodes/s4-bonus-engineering-collective-intelligence-how-thoughtexchange-scaled-large-scale-discussion-engines-with-dave-macleod/","note":"Discover how ThoughtExchange scaled collective intelligence platforms. Learn Dave MacLeod's journey from facilitator to building large-scale discussion engines.","image":{"url":"https://ucarecdn.com/83644a8c-c5ff-4b47-a01b-d4483d299d01/","alt":"Engineering Collective Intelligence with ThoughtExchange","width":1400,"height":1400},"stack":{"id":"fec60e9c-742b-444c-add8-c9302a96c479","title":"Code Story Podcast: Season 4 Founder Interviews","url":"https://stacklist.com/c/podcast/stack/fec60e9c-742b-444c-add8-c9302a96c479"},"created_at":"2026-08-13T21:15:38.539Z","updated_at":null,"aco":{"summary":"Code Story podcast features Dave MacLeod, serial entrepreneur and facilitator, discussing how ThoughtExchange scaled large-scale discussion engines to capture collective intelligence. The episode explores MacLeod's journey from face-to-face facilitation in Rossland, British Columbia, to building software that helps diverse groups surface what matters most.","tags":["podcast","collective-intelligence","thoughtexchange","startup","facilitation","large-scale-discussion","entrepreneurship"],"key_entities":[{"name":"Dave MacLeod","type":"person","confidence":0.98},{"name":"Noah Labhart","type":"person","confidence":0.95},{"name":"ThoughtExchange","type":"organization","confidence":0.99},{"name":"Code Story","type":"organization","confidence":0.95},{"name":"ProdPerfect","type":"organization","confidence":0.7},{"name":"Collective Intelligence","type":"concept","confidence":0.92},{"name":"Rossland, British Columbia","type":"location","confidence":0.9},{"name":"RedCircle","type":"technology","confidence":0.75},{"name":"Squadcast","type":"technology","confidence":0.7},{"name":"Large-Scale Discussion Engines","type":"concept","confidence":0.88}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-08-13T21:15:36.015Z"},"token_counts":{"approximate":632,"cl100k":544},"content_hash":"sha256:0efd347c75cdbe2506c34cdbc71d1358a50a369539759309b0244fb78416e979","acp_version":"0.2","body_available":true,"body_tokens":632,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/f2b0a570-d79e-4d47-ae76-d4ade38cb2bf.json","html":"https://stacklist.com/card/f2b0a570-d79e-4d47-ae76-d4ade38cb2bf","md":"/api/public/card/f2b0a570-d79e-4d47-ae76-d4ade38cb2bf.md","stack_json":"/api/public/stack/fec60e9c-742b-444c-add8-c9302a96c479.json"}}