The migration to utilizing AI and ML in mobile systems locally'in memory' has happened very fast within a few short years. We've been reading about the tremendous developments in AI and ML achieved by Apple the latest iPhone 11 and Tesla in their new neural network chip to help achieve autonomous driving in their cars within the next year or two. Now, Gyrfalcon Technology Inc. (GTI) has developed an AI Neural Accelerator that enables smartphones like the LG Q70 to benefit from high performance & low power all at a much lower price point. We expect to see hundreds of products using GTI AI Accelerator chips before too long. Artificial Intelligence (AI) and Machine Learning (ML) have been around a long time but are gaining new popularity due to the ability to get these technologies to do some amazing things like beat anyone at chess, recognize someone walking in public from millions of stored faces and other problems which lend themselves to problems that require a lot of parallel processing.