 Imagine a world of distributed artificial intelligence and machine learning, where data is as useful as electricity, and where billions of smart objects with embedded AI algorithms learn about the real world from the data they collect, to keep improving their prediction abilities and the interaction with humans. ST Microelectronics recently collaborated with Mauser on a book that explained the essential concepts of AGI. Why it's the next AI frontier, and how ST enables AGI with specialized STN32 microcontroller developer tools that automate the data science for embedded system engineers. We have a strong belief at ST Microelectronics in the promise of machine learning for IoT edge devices that will continue to automate and improve our lives. So I welcome you to explore our intelligence at the edge e-book and to connect with us at ST.com to learn more about artificial intelligence and machine learning from ST Microelectronics.