I love technology... I have been developing it for 30+ years now. After receiving my 84th granted patent on November 2024, I have a whole new set of provisionals in process.The IP focus this time is just an interesting new way to use EdgeAI (embedded) that could change the way we power our electronics throughout our homes.You will still have 100% functionality, but you can gain up to 99.75% efficiency.This new concept would not have been achievable without the advances in generative adversarial deep machine learning, fully autonomous neural networks (especially within a Matter Fabric) Matter, PoE, & OpenThread. You might be amazed at what you can do if you develop LLMs with every control driver and protocol written for any consumer or commercial AV, control, HVAC, or window treatment device over the past 40 years.Machine learning is about extracting knowledge from data. Our Patent-pending variational auto-encoding of other nodes within our neural network is how we can achieve the same results without traditional power supplies, AC, or even wires (10m inductive). Use AC actuators w/o AC.Naturally, this works with other Matter devices, but the real magic is that almost anything you have in your home today also works & has zero programming.All 3rd party control systems & Apple Home, Google Home, Josh.ai, or Alexa will work for all your devices out of the box. These legacy systems will not be aware of any difference in your systems but wow the cuts to your electricity bill will put a huge smile on any biological homeowner's face.No Internet connection is required (outside of voice systems), & no power supplies are needed (ever). Sell or recycle all your electricity-guzzling power supplies. Standards we are involved with & policy enforcement:ISO/IEC AWI 5259: Data quality for analytics and machine learning (ML)ISO/IEC TR 24028:2020: Overview of trustworthiness in artificial intelligenceISO/IEC TR 24029-1:202: Assessment of the robustness of neural networksIEEE P7002 - IEEE Draft Standard for Data Privacy ProcessETSI SAI 005: Securing Artificial Intelligence (SAI); Mitigation Strategy ReportModern Atomics has also signed on with 15 other tech startups with the White House who have pledged to voluntarily follow the above & other standards for safety, security & trust in this fast-evolving AI technology. If you want to learn more send me a DM.#AI #AISecurity #ArtificialIntelligence #ML #MLSecurity #MachineLearning #OpenThread #OpenAI #Matter #energyharvesting #poe