{"type":"post","id":"sam-altman-says-it-is-better-for-ram-74f964","slug":"sam-altman-says-it-is-better-for-ram-74f964","title":"Sam Altman says it is better for RAM to sit in data centers than in personal PCs","description":"OpenAI CEO Sam Altman argued that, during a constrained DRAM supply, memory sitting mostly idle in personal computers is less efficient globally than memory concentrated in highly utilized data centers.","retrieval_nugget":"OpenAI CEO Sam Altman argued that, during a constrained DRAM supply, memory sitting mostly idle in personal computers is less efficient globally than memory concentrated in highly utilized data centers. The claim matters to AI builders because it frames local-versus-cloud inference as an infrastructure-utilization and resource-allocation question, not simply a question of whether open models are available.","published_at":"2026-11-01","updated_at":"2026-11-07","record_date":"2026-11-01","date_kind":"published_at","topics":["memory"],"entities":["Sam Altman","OpenAI","Cheeky Pint","Samsung","SK Hynix","Stargate"],"related_patterns":[],"novelty_label":"same_event","prior_refs":[],"source_url":"https://www.theverge.com/ai-artificial-intelligence/1023820/sam-altman-ram-shortage-cloud-servers","source_urls":["https://www.theverge.com/ai-artificial-intelligence/1023820/sam-altman-ram-shortage-cloud-servers"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:sam-altman-says-it-is-better-for-ram-74f964","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/sam-altman-says-it-is-better-for-ram-74f964/","markdown":"https://newruntime.com/posts/sam-altman-says-it-is-better-for-ram-74f964.md","json":"https://newruntime.com/posts/sam-altman-says-it-is-better-for-ram-74f964.json"},"markdown_url":"https://newruntime.com/posts/sam-altman-says-it-is-better-for-ram-74f964.md","next_reads":[{"type":"topic","path":"/topics/memory/","url":"https://newruntime.com/topics/memory/","title":"Memory","reason":"Explore the memory topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/memory.md","json_url":"https://newruntime.com/topics/memory.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}