It’s not evidence, sure, but what you describe, the “feel of it” is most of what we have to work with at the moment, unfortunately.
But it clearly is not self-evident that intelligence is or isn’t prediction.
Nothing is self-evident in a field we know so very little about. That’s my main objection, we should be humble and curious, not dogmatic.