I crunched 16,600 X posts and 514 podcasts to write The State of AI Report. It covers the 10 trends shaping AI adoption going into 2027: 01 Horizontal Agents - Grok Bot and the merging of the model, harness, and application layers 02 Knowledge Work Factories - building loops so your agents can achieve your goals while you sleep 03 The Verification Gap - turning taste into a test 04 Open Models - cost, specialization, and privacy fuel demand 05 The Context Layer - your company's playbooks and expertise become infrastructure 06 Generative Media - advancements in voice, video, and image realism 07 AI-Native Services - sell the outcome not the output, build agents to scale 08 Vibes Shift - from Dario fueled replacement fear to building the factory 09 Bubble Talk - what funding and capex mean for vendor selection 10 Deployment - the rise of forward deployed engineering AI didn't take summer vaca All layers of the stack improved. And so did best practices for AI adoption inside companies. Read this practical report that separates AI signal from noise, shows where AI creates value today, and helps prioritize investments for 2027: