You actually have it exactly backwards:
LLMs are just a mirror reflecting the past. They recycle, re-state, hallucinate the data that was input. They can't make anything fresh or new.
Sure you can cook a meal by rooting around in a dumpster, but growing fresh fruit and vegetables is better.