{"version":"1.0","type":"card","id":"d8838601-f43f-4fa9-82ea-44c97247009c","url":"https://stacklist.com/card/d8838601-f43f-4fa9-82ea-44c97247009c","title":"GrayMeta Eases Our Fears of a Robot Takeover","source_url":"https://cutaway.shift.io/graymeta-eases-our-fears-of-a-robot-takeover","note":"May 2023 MediaSilo interview with Edell on the evolution and limits of AI/ML in media workflows.","image":{"url":"https://ucarecdn.com/2c21a555-f243-44e0-997a-9e2b48042d7b/","alt":"GrayMeta Eases Our Fears of a Robot Takeover","width":530,"height":423},"stack":{"id":"25755d01-d5ad-4c4f-9b71-fbeaccf9eed1","title":"Aaron Edell - Co-Founder at GrayMeta","url":"https://stacklist.com/c/business/stack/25755d01-d5ad-4c4f-9b71-fbeaccf9eed1"},"created_at":"2026-07-26T13:10:22.649Z","updated_at":null,"aco":{"summary":"GrayMeta's CEO Aaron Edell discusses the company's three core products, including the SAMMA tape digitization system, a reference player/QC tool, and the Curio metadata platform powered by machine learning. The interview at NAB 2023 covers the announcement of Curio Anywhere, which enables on-prem and hybrid metadata processing to reduce costs and improve accuracy.","tags":["ai","machine-learning","graymeta","metadata","media-supply-chain","nab-2023","video-digitization"],"key_entities":[{"name":"Aaron Edell","type":"person","confidence":0.98},{"name":"Michael Kammes","type":"person","confidence":0.95},{"name":"GrayMeta","type":"organization","confidence":0.99},{"name":"Shift Media","type":"organization","confidence":0.85},{"name":"EditShare","type":"organization","confidence":0.8},{"name":"Public Media Group of Southern California","type":"organization","confidence":0.92},{"name":"SAMMA Systems","type":"organization","confidence":0.9},{"name":"Curio Anywhere","type":"technology","confidence":0.95},{"name":"SAMMA","type":"technology","confidence":0.9},{"name":"artificial intelligence","type":"concept","confidence":0.95},{"name":"machine learning","type":"concept","confidence":0.95},{"name":"metadata extraction","type":"concept","confidence":0.9},{"name":"NAB 2023","type":"event","confidence":0.97}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-07-26T11:49:06.531Z"},"token_counts":{"approximate":5642,"cl100k":4891},"content_hash":"sha256:4bfdb35a5128822f79b5b871b3962f1fb3537ceab00b3d094c4b0e6efa0eaa6c","acp_version":"0.2","body_available":true,"body_tokens":5642,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/d8838601-f43f-4fa9-82ea-44c97247009c.json","html":"https://stacklist.com/card/d8838601-f43f-4fa9-82ea-44c97247009c","md":"/api/public/card/d8838601-f43f-4fa9-82ea-44c97247009c.md","stack_json":"/api/public/stack/25755d01-d5ad-4c4f-9b71-fbeaccf9eed1.json"}}