"RCI works by first having the LLM generate an output based on zero-shot prompting. Then, RCI prompts the LLM to identify problems with the given output. After

"RCI works by first having the LLM generate an output based on zero-shot prompting. Then, RCI prompts the LLM to identify problems with the given output. After the LLM has identified problems with the output, RCI prompts the LLM to generate an updated output." "Similar to other prompting-based approaches for reasoning in LLMs, RCI can be viewed as using the LLM’s output to write to an external memory, which is later retrieved to choose an action" "our experiments use LLMs on HTML code"