By Ram Velaga, Senior Vice President and General Manager, Core Switching Group\n\nThis article is a continuation of Broadcom\u2019s blog series: 2023 Tech Trends That Transform IT. Stay tuned for future blogs that dive into the technology behind these trends from more of Broadcom\u2019s industry-leading experts.\n\nIt is clear that artificial intelligence, machine learning, and automation have been growing exponentially in use\u2014across almost everything from smart consumer devices to robotics to cybersecurity to semiconductors. In 2023, there is no doubt that artificial intelligence and automation will permeate every aspect of our lives. As Michael Dell predicts, \u201cBuilding systems that are built for AI first is really inevitable.\u201d\n\nWe\u2019ve come a long way in the past 10 years in developing artificial intelligence\u2014we\u2019ve had breakthroughs that have dramatically increased the capability of artificial intelligence to recognize patterns and relationships. Going forward, we\u2019ll see an expansion of artificial intelligence in creating. As a current example, consider ChatGPT by OpenAI, an AI research and deployment company. This application has been in the news lately due to the quality and detail of its outputs. For example, teachers are even adjusting their curriculums to ensure students are writing original work and not just using ChatGPT to write their assigned essays. It\u2019s also been flagged as a risk: cybersecurity companies have identified bad actors using ChatGPT to create malware. That\u2019s usually a sign that the use of an application has become widespread. But how good can it be? Can artificial intelligence really create thoughtful insight into the future of artificial intelligence and automation?\n\nWe decided to test it out\u2014we used ChatGPT to create a perspective on artificial intelligence and automation in 2023. Read the result below:\n\n(From ChatGPT, by OpenAI: an AI research and deployment company.)\n\nArtificial intelligence (AI) and automation are playing an increasingly expanded role in today's world, with advancements in computing technology allowing for more advanced and specialized forms of processing. Over the last few decades, computing has evolved from general-purpose processing using large, monolithic CPUs to high-parallel processing using many CPUs, graphics processing units, and now, dedicated AI and machine learning (ML) accelerators.\n\nAs new types of computing have become available, applications have also adapted to leverage their new capabilities. While applications were previously written as large, monolithic scale-up programs, they have changed to become containerized, scale-out applications based on platforms like Docker and Kubernetes. This change in computing has been enabled by high-speed, high-bandwidth Ethernet networking using leaf-spine architectures.\n\nOne company that has driven the industry's pace of high-speed Ethernet switches is Broadcom. They have enabled networks to handle the demands of AI and ML workloads. Their 51.2Tbps Tomahawk 5 switch chip, for example, provides double the bandwidth of any other networking silicon, and includes features that dramatically accelerate AI and ML workloads.\n\nThe very success of capabilities like those on ChatGPT are based on highly scalable networks connecting thousands of accelerators. This allows for AI and ML to be run at scale, enabling new and powerful applications in areas such as autonomous vehicles, natural language processing, and image recognition.\n\nIn conclusion, the advancements in computing, including the emergence of dedicated AI and ML accelerators, and the use of containerized, scale-out applications are enabling AI and automation to play an expanded role in today's world. These advancements have been enabled by high-speed, high-bandwidth Ethernet networks interconnecting the new types of compute elements. As technology continues to advance, Broadcom will play a key role in driving even more exciting developments in the future.\n\nWe have to say, ChatGPT delivered a solid overview of our position on artificial intelligence and automation. We agree that we\u2019ve just scratched the surface and it is important to highlight the words \u201cat scale\u201d. We\u2019ll see the true benefits of artificial intelligence and automation once we can consistently and frequently apply it at the scales enabled by the latest Ethernet networking technologies.\n\nTo learn more about Broadcom\u2019s innovative focus on artificial intelligence and automation, as well as other tech trends, visit our blog series, 2023 Tech Trends That Transform IT. \n\nAbout the author:\n\n\n\nRam Velaga is Senior Vice President and General Manager of the Core Switching Group at Broadcom, responsible for the company\u2019s extensive Ethernet switch portfolio serving broad markets including the service provider, data center and enterprise segments.