I beg to differ.

Anthropomorphizing might blind us to solutions to existing problems. Perhaps instead of trying to come up with the correct prompt for a LLM, there exists a string of words (not necessary ones that make sense) that will get the LLM to a better position to answer given questions.

When we anthropomorphize we are inherently ignore certain parts of how LLMs work, and imagining parts that don't even exist