The landscape of artificial intelligence requires a paradigm shift. Centralized designs are reaching their limits, constrained by latency and bandwidth issues. This emphasizes the urgent need to decentralize https://ambiq.ai/community/understanding-neuralspot-via-the-basic-tensorflow-example-2/