this goes double for abliterated open models. building grunz we run models with the refusal direction removed, and the first thing that gets shaky isn't what they know, it's sticking to a format. same report twice can come back structured two different ways. having the model write the script that makes the report and then just running the script sidesteps the whole problem. nice short post