Today, people are increasingly utilizing the cloud and experimenting with ChatGPT to write research papers. This trend is both fascinating and exciting. It’s also common among students who simplify their homework assignments using AI. However, it’s important to note that AI-enabled tasks must be executed on the client’s device, as it cannot be done in the cloud. Round tripping to the cloud is not an option.
The advancements in real-time language translation, transcription, automation inferencing, and content generation are revolutionizing various fields such as gaming, creative environments, and productivity tools. For instance, Adobe and other platforms provide real-time creator environments, enabling users to efficiently generate content. These AI-enabled capabilities cater to the needs of consumers, developers, and enterprises, placing the focus on client-centered solutions that are also accessible at the edge.
Round tripping to the cloud is not feasible due to latency, bandwidth, and cost constraints. Performing inferencing tasks at a local convenience store and then sending the data back and forth to the cloud is simply impractical. Hence, all AI processes will be executed at the edge and on the client’s device.