The landscape of artificial intelligence demands a paradigm shift. Centralized architectures are reaching their thresholds, challenged by latency and connectivity issues. This emphasizes the urgent need to localize https://ambiq.ai/community/understanding-neuralspot-via-the-basic-tensorflow-example-2/