USA-Based LLM: Total Current Users Outside North America Note: LLM data is for monthly active mobile app users. App not available in select countries, including China and Russia, as of 5/25. Source: included in East Asia figures. Data for standalone app only. Source: Sensor Tower (5/25) 5/23 4/25 Mobile App Monthly Active Users, MM Details on Page 315 AI & Work Evolution = Real + Rapid 8 USA → More Note: PC units as of 2000. Desktop internet users as of 2005, installed base as of 2010. Mobile internet units are the installed based of smartphones & tablets in 2020. Cloud & data center capex

hand-written, highly optimized baselines (https://github.com/mozilla/LPCNet) by ~40% - Bonus: Real-time on mobile CPUs for free 6 TVM specifics X78Structured and Unstructured Sparsity - Lots of 'free' wins

experiences. 3 AI in the EnterpriseBut leveraging AI isn’t the same as building software or deploying cloud apps. The most successful companies are often those who treat it as a new paradigm. This leads to an experimental time,” says Elena Alfaro, Head of Global AI Adoption at BBVA. “With custom GPTs, anyone can create apps to solve unique problems—it’s very easy to start.” In five months, BBVA employees created over 2 When engineering teams are overwhelmed, it slows innovation and creates an insurmountable backlog of apps and ideas. Mercado Libre, Latin America’s largest ecommerce and fintech company, partnered with

flag ON Step 6: Copy the compiled TVM to the SDCard Step 7: Install kernel module cma.ko and run apps/vta_rpc/start_rpc_server.sh Step 8: Configure vta/config/de10nano_config.json to vta_config.json