{"version":"1.0","type":"card","id":"21a98c00-65c0-437c-8a7a-d0131f279514","url":"https://stacklist.com/card/21a98c00-65c0-437c-8a7a-d0131f279514","title":"The Friction Doctrine: Why the Companies That Get AI Right Will Deliberately Keep Some Things Hard","source_url":"https://analyticsmusings.substack.com/p/the-friction-doctrine-why-the-companies","note":"This page discusses the concept of the Friction Doctrine, which posits that intelligence requires friction to sustain itself. It explores five arguments related to cognitive erosion and the implications for AI development and company strategies.","image":{"url":"https://ucarecdn.com/ddf56699-b080-44d1-9b68-32fb9ca26405/","alt":"The Friction Doctrine: Why the Companies That Get AI Right Will Deliberately Keep Some Things Hard","width":1200,"height":630},"stack":{"id":"f3725201-e51d-4977-b61a-61e523b68980","title":"AI in Corporate America","url":"https://stacklist.com/stack/f3725201-e51d-4977-b61a-61e523b68980"},"created_at":"2026-05-29T13:17:06.036Z","updated_at":null,"aco":{"summary":"The Friction Doctrine argues that intelligence—both human and artificial—requires friction to maintain itself, and that companies automating away difficult cognitive tasks risk degrading judgment and expertise. The article presents five interconnected arguments showing how frictionless systems lead to cognitive erosion, safety drift, and illusory knowledge accumulation across individuals, organizations, and AI systems.","tags":["friction-doctrine","ai-learning","cognitive-erosion","organizational-knowledge","expertise-building","ai-safety","knowledge-management"],"key_entities":[{"name":"Geoffrey Hinton","type":"person","confidence":0.95},{"name":"Karteek Yadavilli","type":"person","confidence":0.95},{"name":"Friction Doctrine","type":"concept","confidence":0.98},{"name":"Sparrow Effect","type":"concept","confidence":0.92},{"name":"Emergence World","type":"concept","confidence":0.9},{"name":"IKEA Effect","type":"concept","confidence":0.88},{"name":"Claude","type":"technology","confidence":0.85},{"name":"Google Search","type":"technology","confidence":0.9},{"name":"cognitive-offloading","type":"concept","confidence":0.85},{"name":"Emergence World experiment","type":"event","confidence":0.88}],"classification":"analysis","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-05-29T13:17:13.158Z"},"token_counts":{"approximate":3032,"cl100k":2195},"content_hash":"sha256:fb7fe52cbbbba411017bba388f5b51b3e8855963d9beac8356dbce1cf34e8ae9","acp_version":"0.2","body_available":true,"body_tokens":3032,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/21a98c00-65c0-437c-8a7a-d0131f279514.json","html":"https://stacklist.com/card/21a98c00-65c0-437c-8a7a-d0131f279514","md":"/api/public/card/21a98c00-65c0-437c-8a7a-d0131f279514.md","stack_json":"/api/public/stack/f3725201-e51d-4977-b61a-61e523b68980.json"}}