I've found that there are often different trigger phrases I can use to get an LLM to "change its mind".

For Llama, I can just say "Are you sure?" and it will change its tune (unless it's quite "certain" about the results).

Qwen is more insistent, but will change course if I say "I looked it up and it says you're wrong".