Apple Inc. has recently released two papers, highlighting significant advancements in artificial intelligence research. One of the new technologies is expected to enable complex AI systems to run smoothly on devices with limited memory, such as iPhones and iPads. Apple's engineers have achieved this by minimizing data transfer from flash storage to memory, resulting in a 4-5 fold improvement in inference latency and a 20-25 fold acceleration on GPUs. This breakthrough is particularly important for deploying advanced language models in resource-constrained environments, significantly enhancing applicability and accessibility. For Apple users, these optimizations may soon allow sophisticated AI assistants and chatbots to run seamlessly on iPhones, iPads, and other mobile devices.