After Pieter Level's success with his flight simulator, I wondered what we could learn from using code generation like he did. What is the power and what danger

After Pieter Level's success with his flight simulator, I wondered what we could learn from using code generation like he did. What is the power and what dangers lurk in using the LLM's?