Piggybacking here; I'd describe it like a fish ladder. Instead of "teach" I'd say "orient." LLMs are a force whose magnitude is undeniable and increasing, but it's up to us humans to provide the theory that exerts the magnetic forces to naturally encourage them in the right directions.