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

CurveFS: a high performance cloud native file systemUse Cases • Container • Database • Data apps(middleware/bigdata/ai) • Data backupContainer • Aggregates underlying storage in the cloud (AWS Database service can move to the slave cloudData apps(middleware/bigdata/ai) • CurveFS can manage different storages (HDFS, OSS, EBS) below • Apps access data by POSIX interface • Infrequent data

more CPU cores, faster Network, nvme storage ● Problems for stateful apps ○ storage capacity expansion ○ capacity imbalance ○ apps bundled with data locations ● Requirements for elastic block storage

are effectively a man in the middle for your page, hence HTTPS only  Most benefit for single page apps for offline support Putting Performance Best Practices Together to Create the Perfect SPA by Chris

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

authentication. To authenticate with Twitter, register your application with Twitter at http://twitter.com/apps. Then copy your Consumer Key and Consumer Secret to the application settings twitter_consumer_key log_exception can be overridden to customize the logging behavior when an exception is uncaught. Most apps that currently override _handle_request_exception can now use a combination of RequestHandler.log_exception

authentication. To authenticate with Twitter, register your application with Twitter at http://twitter.com/apps. Then copy your Consumer Key and Consumer Secret to the application settings twitter_consumer_key log_exception can be overridden to customize the logging behavior when an exception is uncaught. Most apps that currently override _handle_request_exception can now use a combination of RequestHandler.log_exception