The 'revolutionary' aspect is the suggestion that a single celled organism is also doing variational inference. Or, more accurately, can be described as such.
The trouble is hitting the right "happy medium" between (variational) inference as an explanation of the sensory and motor cortices, and variational inference as a universal theory of everything.
Man, I can barely understand any of this. Is there a more ELI5 type explanation anywhere?