AutoGPT is “cool”. However, at least as I see from my experiments, the self-reflection and critique of large language models are not good enough to create “intelligence”.

There is the “Reflexion” paper which focuses on the topic of auto agents with memory and self-reflection: https://arxiv.org/abs/2303.11366