[baq]

OTOH you have a living proof that an amazingly huge neural network can work on 20W of power, so expecting multiple orders of magnitude in power consumption reduction is not unreasonable.

[etcd]

Mitochondria are all you need.

Should be able to go more efficient as the brain has other constraints such as working at 36.7 degrees C etc.