{"schema_version":"newruntime-agent-readable-v0.2","type":"post","stable_id":"post:ai-adoption-five-states-four-transitions","slug":"ai-adoption-five-states-four-transitions","title":"AI Adoption Has Five States and Four Difficult Transitions","description":"Boris Cherny's adoption map runs from gated access to AI-native organizations; the useful insight is that each transition changes management, coordination, and control.","retrieval_nugget":"Boris Cherny's adoption map runs from gated access to AI-native organizations; the useful insight is that each transition changes management, coordination, and control. Boris Cherny describes four steps of AI adoption, but the artifact is easiest to read as five states numbered from 0 to 4: Gated: capable models are inaccessible or too constrained for serious work.","status":"published","published_at":"2026-07-24","updated_at":"2026-07-24","record_date":"2026-07-24","date_kind":"published_at","topics":["ai-adoption","organization-design","agent-management"],"source_urls":["https://x.com/bcherny/status/2077929379661844559","https://shellypalmer.com/2026/07/boris-chernys-steps-of-ai-adoption-a-roadmap/"],"visuals":[{"id":"ai-adoption-five-states-concept","kind":"editorial-diagram","role":"hero","src":"https://newruntime.com/images/posts/ai-adoption-five-states-concept.webp","alt":"Five panels show AI adoption moving from gated access to assisted work, parallel agents, supervised autonomy, and intent-led automation while an accountable human remains visible.","caption":"Five states create four transitions: access, trusted parallelism, supervised delegation, and portfolio-level automation.","credit":"New Runtime synthesis from Boris Cherny's public adoption map","source_url":"https://x.com/bcherny/status/2077929379661844559","generated_with":"gemini-3.1-flash-image","width":1600,"height":900,"legend":[]}],"routes":{"html":"https://newruntime.com/posts/ai-adoption-five-states-four-transitions/","markdown":"https://newruntime.com/posts/ai-adoption-five-states-four-transitions.md","json":"https://newruntime.com/posts/ai-adoption-five-states-four-transitions.json"},"source_format":"markdown","next_reads":[{"type":"topic","path":"/topics/ai-adoption/","reason":"Explore the ai adoption topic hub.","url":"https://newruntime.com/topics/ai-adoption/","title":"AI Adoption - New Runtime","media_type":"text/html"},{"type":"related_material","path":"/posts/amazon-quick-agentic-catalog-context-boundary/","reason":"Shares ai adoption.","url":"https://newruntime.com/posts/amazon-quick-agentic-catalog-context-boundary/","title":"Amazon Quick Makes Catalog Semantics The Agent Boundary","media_type":"text/html"},{"type":"related_material","path":"/posts/bcg-agentic-field-service-operating-loop/","reason":"Shares ai adoption.","url":"https://newruntime.com/posts/bcg-agentic-field-service-operating-loop/","title":"Field Service Agents Need An Operating Loop, Not A Chat Window","media_type":"text/html"},{"type":"related_material","path":"/posts/gusto-cofounder-blank-canvas-workflow/","reason":"Shares ai adoption.","url":"https://newruntime.com/posts/gusto-cofounder-blank-canvas-workflow/","title":"Gusto Solves The Agent Blank Canvas With Scheduled Work","media_type":"text/html"},{"type":"related_material","path":"/posts/sequoia-open-model-dependency-paradox/","reason":"Shares ai adoption.","url":"https://newruntime.com/posts/sequoia-open-model-dependency-paradox/","title":"Open Weights Can Still Create A Strategic Dependency","media_type":"text/html"}]}