1. the LLM model is a representation of language, not knowledge. The two may be highly correlated, but they are probably not coterminant and they are certainly not equivalent.
2. the final "product" is still the written word
3. whether LLM's are or are not the most powerful new form of knowledge representation or not, their output is so consistently inconsistent in its accuracy that it makes that power difficult to utilize, at best.