It’s not just a fuzzy intuition, you can try to count the concepts, but ultimately the argument remains informal.
Counting concepts is an error-prone, extremely rough approximation of complexity. A fuzzy, undependable version of it, if you will.
It falls to such problems such as (H1: A, B, C) versus (H2: A, D) with D being potentially larger or smaller than (B, C).
Or would you recommend trying to chunk out concepts of similar size? This will invariably lead you to the smallest differing unit, the smallest lexeme of your language of choice...
...and in the end, your “concept” will translate to “bit”, you’ll choose the the shortest equivalent restatement of the hypothesis with the fewest concepts (bits), and you’ll compare those. Familiar?
(t)[T]hrowing in “informal” Kolmogorov complexity doesn’t help, so what’s the point of doing that?
Think of it more as moving the intuition in the right direction. Of course that implies more than just usage of the terminology and precludes definitive statements (it’s still an intuition, not a formal calculation).
Such emphasis on the roots of our intuition can yield both positive and negative effects: Positive if used as a qualifier and a note of caution to our easily misguided “A is clearly more complex” intuitions, negative if we just append our intuition with “according to Kolmogorov Complexity” to lend unwarranted credence to our usual fallible guesstimating.
I’m not sure about what is exactly the focal point of our disagreement.
I’m not against making arguments more formal, I just don’t see how Kolmogorov complexity, Solomonoff induction, etc. can be practically used to that purpose.
Counting concepts is an error-prone, extremely rough approximation of complexity. A fuzzy, undependable version of it, if you will.
It falls to such problems such as (H1: A, B, C) versus (H2: A, D) with D being potentially larger or smaller than (B, C).
Or would you recommend trying to chunk out concepts of similar size? This will invariably lead you to the smallest differing unit, the smallest lexeme of your language of choice...
...and in the end, your “concept” will translate to “bit”, you’ll choose the the shortest equivalent restatement of the hypothesis with the fewest concepts (bits), and you’ll compare those. Familiar?
Think of it more as moving the intuition in the right direction. Of course that implies more than just usage of the terminology and precludes definitive statements (it’s still an intuition, not a formal calculation).
Such emphasis on the roots of our intuition can yield both positive and negative effects: Positive if used as a qualifier and a note of caution to our easily misguided “A is clearly more complex” intuitions, negative if we just append our intuition with “according to Kolmogorov Complexity” to lend unwarranted credence to our usual fallible guesstimating.
I’m not sure about what is exactly the focal point of our disagreement.
I’m not against making arguments more formal, I just don’t see how Kolmogorov complexity, Solomonoff induction, etc. can be practically used to that purpose.