A LLM by itself could generate data, code and iterate on its training process, thus it can create another LLM from scratch. There is a path to improve LLMs with

A LLM by itself could generate data, code and iterate on its training process, thus it can create another LLM from scratch. There is a path to improve LLMs without organic text - connect them to real systems and allow them feedback. They can learn from feedback from their actions. It could be as simple as a Python execution environment, a game, simulator, other chat bots, or a more complex system like real world tests.