Intelligence as a measure of the ability to define predictive models of certain problems (and their solutions).

Promoting LLMs is encoding the problem we want into the query vectors, and through the magic of the complex training and the power of operations in a very large dimensional abstract space the AI can manipulate the representations, and iteratively approximate solutions. (And using bigger and bigger contexts and better encodings it can form better models.)