Neuromorphic chips represent one of the most exciting shifts in computing hardware I have tracked in years. These brain-inspired processors process information using spiking neural networks, firing events only when something changes rather than running constant clock cycles like traditional chips. The result is dramatic power reduction, sometimes 10 to 100 times lower than what…