"Prompt Repetition Improves Non-Reasoning LLMs
" - https://arxiv.org/pdf/2512.14982
What instance of ChatGPT are you doing that with? (Reasoning?)
What instance of ChatGPT are you doing that with? (Reasoning?)
I've noticed the same thing when creating an agentic loop, if the model outputs a syntax error, just automatically feed it back to the LLM and give it a second chance. It dramatically increases the success rate.