No, and that's why I also say that it has not "learned" or "reasoned". it may very well make a connection between A and B and miss the same type of connection between C and D. or also miss the same A - B connection in the presence of other variables F,G,H. So the LLM cannot guarantee the generalization of the problem although it may solve a particular instance of that problem.