> - Once a bad path is sufficiently taken, it tends to be a lot more likely to continue.

no they demonstrably self correct with injected bad tokens

> - If a model refuses your request, do not argue with the refusal; edit your original message or otherwise regenerate -- the presence of refusal tells the model it should continue refusing.

wish i could do that with humans :P

> - It's rude to push unreviewed model outputs onto others.

Yes but that's not why.

Same real-world advice applies to stuff random fresh graduates make. I remember being one of those.

The incompetence is why.