If you have all possible ways of measuring the world, and all possible measurements you can produce all possible models. A subset of those models will be appear

If you have all possible ways of measuring the world, and all possible measurements you can produce all possible models. A subset of those models will be appear relevantly intelligent. But that isnt intelligence. Intelligence is the solution to the problem of those "all possibles" being imposssible. Namely, intelligence is how animal's conduct themselves in the face of not knowing what the data is.. they do this by conducting themselves and their bodies in their environment -- they dont focus on the problem in the AI/ML/etc. sense... In this way they dont make decisions based on "data" -- they move according to self-regulatory goals. The data which they encounter, in that movement, becomes useful for reasoning about the world. But its radically more accidental, partial, and speculative than ML requires.