{"version":"1.0","type":"card","id":"3cca1517-46fd-4bc1-a332-9360ec5d4aea","url":"https://stacklist.com/card/3cca1517-46fd-4bc1-a332-9360ec5d4aea","title":"AI doesn't \"take\" jobs. It exposes them.","source_url":"https://metacircuits.substack.com/p/ai-doesnt-take-jobs-it-exposes-them","note":"This article discusses the impact of AI on employment, highlighting that while large firms have cut jobs after implementing AI, small and medium-sized businesses are actually increasing their workforce. It argues that developing in-house AI capabilities is more beneficial than outsourcing them.","image":{"url":"https://ucarecdn.com/39125484-e210-46bc-b49f-7ca683c1f122/","alt":"AI doesn't \"take\" jobs. It exposes them.","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":"2026-05-28T20:20:08.255Z","updated_at":null,"aco":{"summary":"AI doesn't eliminate jobs but exposes underperforming roles by automating low-complexity knowledge work that humans struggle to justify. The article argues that corporate value creation follows a power-law distribution where top performers deliver outsized gains, and AI will widen the gap between high and low performers.","tags":["ai-impact","workforce","productivity","power-law","knowledge-work","organizational-performance"],"key_entities":[{"name":"Jonas Braadbaart","type":"person","confidence":0.95},{"name":"Max Schoening","type":"person","confidence":0.9},{"name":"Anthropic","type":"organization","confidence":0.95},{"name":"OpenAI","type":"organization","confidence":0.95},{"name":"Notion","type":"organization","confidence":0.9},{"name":"Asana","type":"organization","confidence":0.85},{"name":"Microsoft","type":"organization","confidence":0.95},{"name":"Gallup","type":"organization","confidence":0.9},{"name":"Claude","type":"technology","confidence":0.95},{"name":"power-law distribution","type":"concept","confidence":0.95},{"name":"productivity theater","type":"concept","confidence":0.9},{"name":"Pareto principle","type":"concept","confidence":0.9},{"name":"State of the Global Workplace 2026","type":"event","confidence":0.85}],"classification":"analysis","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-05-28T20:20:14.768Z"},"token_counts":{"approximate":3674,"cl100k":3196},"content_hash":"sha256:bd7151211ecd99989f37f3d79c866f3a939b128bcb8a29f657183f5bf76ad0a8","acp_version":"0.2","body_available":true,"body_tokens":3674,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/3cca1517-46fd-4bc1-a332-9360ec5d4aea.json","html":"https://stacklist.com/card/3cca1517-46fd-4bc1-a332-9360ec5d4aea","md":"/api/public/card/3cca1517-46fd-4bc1-a332-9360ec5d4aea.md","stack_json":"/api/public/stack/f3725201-e51d-4977-b61a-61e523b68980.json"}}