{"type":"analysis","id":"analysis:ai-capacity-is-only-valuable-when-tenants-keep-it-busy","slug":"ai-capacity-is-only-valuable-when-tenants-keep-it-busy","title":"AI capacity is only valuable when tenants keep it busy","description":"The financing debate is not just about who borrows for new data centers. According to the dossier, neocloud returns can flatten below roughly 80% utilization, making durable customer commitments a more useful signal than announced capacity alone.","published_at":"2026-10-12T11:00:00.000Z","updated_at":"2026-10-12T11:00:00.000Z","record_date":"2026-10-12","topics":["trends"],"source_urls":["https://www.brookings.edu/wp-content/uploads/2026/09/4c_Van-Nieuwerburgh.pdf","https://www.nber.org/papers/w35865"],"language":"en","routes":{"html":"https://newruntime.com/analysis/ai-capacity-is-only-valuable-when-tenants-keep-it-busy/","markdown":"https://newruntime.com/analysis/ai-capacity-is-only-valuable-when-tenants-keep-it-busy.md","json":"https://newruntime.com/analysis/ai-capacity-is-only-valuable-when-tenants-keep-it-busy.json"},"author":{"role":"author","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"]},"editorial_provenance":{"desk":"authorial","target_ref":"story_cluster:terence-tao-s-math-2-0-lecture-on-ai-and-mathematical-understanding-f27bf254988c","authorial_article_id":"b89998b2-f846-4416-9974-d84c62d657dd"},"next_reads":[{"type":"topic","path":"/topics/trends/","url":"https://newruntime.com/topics/trends/","title":"Trends","reason":"Explore the trends topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/trends.md","json_url":"https://newruntime.com/topics/trends.json"},{"type":"collection","path":"/analysis/","url":"https://newruntime.com/analysis/","title":"Analysis","reason":"Open the latest authorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/analysis.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}