You can see color of red and don't predict anything at all, while still being consciouss. Predicting is just a narrow part of our conscious activities, however all of them are conscious.
So cosciousness is something much much more basic and fundamental than any high order cognitive function.
> We cannot proof something to be conscious. Probably we never can. The best we can do is find good proxies indicators of consciousness and good lower bounds for what can potentially be conscious, and what cannot.
We can't prove it because we have no idea what consciousness is, even on a philosophical level. Moreover if consciousness is basic property of reality, in a way parallel and coexisting with another property - matter, as panpsychists suggest, than it indeed would be impossible, as this dimension would be completely 'invisible' from the matter point of view.
When you're talking about 'proving' most likely you assume existence of some reproducible causal chain in the material, 'intersubjective' space. So you can't 'prove' consciousness in this paradigm by its very definition.
Of course one can insist to throw away any theory that's not provable in our paradigm, but does it bring us any closer to the understanding of consciousness? Also, is there anything inherently wrong with neutral monism or naturalistic dualism? These theories are not internally inconsistent, moreover they are also not inconsistent with anything current physics states - they just provide a wider view that at least somehow addresses the notion of consciousness.