{"schema_version":"newruntime-agent-readable-v0.2","type":"post","stable_id":"post:brute-intelligence-industrializes-trying-stuff","slug":"brute-intelligence-industrializes-trying-stuff","title":"Brute Intelligence Industrializes Trying Stuff","description":"Benn Stancil argues that AI changes work by making trial, cleanup, and iteration cheap enough to become an operating model.","retrieval_nugget":"Benn Stancil argues that AI changes work by making trial, cleanup, and iteration cheap enough to become an operating model. Benn Stancil's phrase brute intelligence is useful because it names a practical AI work pattern: make many more attempts, then use judgment, tests, or market feedback to keep the few that matter.","status":"published","published_at":"2026-07-29","updated_at":"2026-07-29","record_date":"2026-07-29","date_kind":"published_at","topics":["ai-business-models","ai-infrastructure"],"source_urls":["https://benn.substack.com/p/brute-intelligence"],"visuals":[{"id":"brute-intelligence-industrializes-trying-stuff","kind":"editorial-diagram","role":"hero","src":"https://newruntime.com/images/posts/brute-intelligence-industrializes-trying-stuff.webp","alt":"Hand-drawn funnel turning many rough attempts into selected outputs while discarding noisy variants.","caption":"Brute intelligence only becomes useful when cheap attempts pass through scoring, filtering, cleanup, and discard paths.","credit":"New Runtime synthesis","source_url":"https://benn.substack.com/p/brute-intelligence","generated_with":"nano-banana-style-imagegen","width":1600,"height":900,"legend":[]}],"routes":{"html":"https://newruntime.com/posts/brute-intelligence-industrializes-trying-stuff/","markdown":"https://newruntime.com/posts/brute-intelligence-industrializes-trying-stuff.md","json":"https://newruntime.com/posts/brute-intelligence-industrializes-trying-stuff.json"},"source_format":"markdown","next_reads":[{"type":"topic","path":"/topics/ai-business-models/","reason":"Explore the ai business models topic hub.","url":"https://newruntime.com/topics/ai-business-models/","title":"AI Business Models - New Runtime","media_type":"text/html"},{"type":"topic","path":"/topics/ai-infrastructure/","reason":"Explore the ai infrastructure topic hub.","url":"https://newruntime.com/topics/ai-infrastructure/","title":"AI Infrastructure - New Runtime","media_type":"text/html"},{"type":"related_material","path":"/posts/openrouter-classifiers-route-inference-by-work-type/","reason":"Shares ai business models and ai infrastructure.","url":"https://newruntime.com/posts/openrouter-classifiers-route-inference-by-work-type/","title":"OpenRouter Classifiers Route Inference by Work Type","media_type":"text/html"},{"type":"related_material","path":"/posts/claude-code-certification-credential-layer/","reason":"Shares ai business models.","url":"https://newruntime.com/posts/claude-code-certification-credential-layer/","title":"Claude Code Certifications Turn Agent Use Into a Credential Layer","media_type":"text/html"},{"type":"related_material","path":"/posts/claude-md-prompt-cruft-shrinkage/","reason":"Shares ai infrastructure.","url":"https://newruntime.com/posts/claude-md-prompt-cruft-shrinkage/","title":"Claude.md Shrinkage Says the Harness Is Learning What Not to Say","media_type":"text/html"}]}