4 ms·
"Prompt Repetition Improves Non-Reasoning LLMs " - https://arxiv.org/pdf/2512.14982 https://arxiv.org/pdf/2512.14982 What instance of ChatGPT are you doing tha
by ar0b 7mo ago
"Prompt Repetition Improves Non-Reasoning LLMs
" - https://arxiv.org/pdf/2512.14982 https://arxiv.org/pdf/2512.14982
What instance of ChatGPT are you doing that with? (Reasoning?)
- darepublic 7mo agoObserved from 5.2, on chatgpt.com. earlier versions did worse.. as in, they might take a few prompts to generate a parseable syntax. Newer versions just usually deliver one unparseable version then get it right second try. Likely I could prompt engineer to one shot but I think I would always need the specific warning about newlines.
- alex_duf 7mo agoI don't think it's about repeating the instructions, but rather providing feedback as to why it's not working. 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.