Comment by pyinstallwoes

I like: Intelligence is compressing information into irreducible representation.

Which leads to a wonderful tongue-in-cheek contraindication: representation types such as a particular model, when it’s complexity increases, especially via edge cases, it is then a result of agentic anti-intelligence.

That is to say, anything that increases in complexity without being refactored is a sign of a lack of intelligence or worse.

And any sense of information that is impossible to be reduced further while maintaining equal or more expressibility are signs of maximum agentic intelligence.