Do submarines swim? No, but they are faster underwater than all swimmers. Therefore they are the best swimmers despite being unable to swim....

LLMs are producing human level reasoning in many domains, therefore they are the best at reasoning despite being unable to reason...

This whole debate hangs on the definition of "reasoning"