These tasks are one end of the spectrum of "language model" tasks.
A "language model" takes language and does operations on it. Not thought. The cross-language translation and "sentence decomposition" rely on a simpler understanding of knowledge. ✨ it is much easier to say "I can think of a castle" than it is to build one
We do need some element of the second type of model.
Which is going to be an LLM/software centaur version.
the LLM here does need to be able to do thought tasks. not just language-model.
🔥 there is a reason we don't put a dictionary in charge of the country.