Neuromorphic Computing in 2026: Real at Microwatts, Not for LLMs

Intel archived Lava and went quiet. BrainChip shipped production silicon. Sandia runs a billion neurons. An infrastructure engineer's honest read of where spiking hardware actually wins, with benchmark numbers and a runnable SNN.