{"type":"post","id":"shipping-like-a-startup-regulated-like-a-bank-9968e4","slug":"shipping-like-a-startup-regulated-like-a-bank-9968e4","title":"Shipping like a startup, regulated like a bank | AI Engineer NYC 2026","description":"Revolut’s David Abitbol described serving GLM 5.3 on 56 Nvidia B200 GPUs for roughly 2,000 engineers, at a reported blended cost near $0.30 per million tokens.","retrieval_nugget":"Revolut’s David Abitbol described serving GLM 5.3 on 56 Nvidia B200 GPUs for roughly 2,000 engineers, at a reported blended cost near $0.30 per million tokens. The case matters because he attributes improved engineering throughput not just to the model, but to making AI use cheap enough that engineers stop rationing requests.","published_at":"2026-11-03","updated_at":"2026-11-03","record_date":"2026-11-03","date_kind":"published_at","topics":["anthropic"],"entities":["Revolut","David Abitbol","GLM 5.3","Nvidia B200","Anthropic","OpenAI"],"related_patterns":["agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"Revolut’s case adds a separate company example: 56 B200s serving GLM for about 2,000 engineers, with reported 70% better lead time and frontier tools relegated to exceptions.","prior_refs":["memory:beeeb201-cb93-8342-a57a-a3b93cae9053"],"source_url":"https://ai.engineer/nyc/2026/talks/revolut","source_urls":["https://ai.engineer/nyc/2026/talks/revolut"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:shipping-like-a-startup-regulated-like-a-bank-9968e4","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/shipping-like-a-startup-regulated-like-a-bank-9968e4/","markdown":"https://newruntime.com/posts/shipping-like-a-startup-regulated-like-a-bank-9968e4.md","json":"https://newruntime.com/posts/shipping-like-a-startup-regulated-like-a-bank-9968e4.json"},"next_reads":[{"type":"topic","path":"/topics/anthropic/","url":"https://newruntime.com/topics/anthropic/","title":"Anthropic","reason":"Explore the anthropic topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/anthropic.md","json_url":"https://newruntime.com/topics/anthropic.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":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}