Since status-quo bias can be beneficial in some contexts, the researchers do not advocate purging it from LLMs. Instead, (..) individuals who use LLMs for advice should be aware of this bias, and engineer their prompts accordingly.
It sounds like they're saying "you're holding it wrong".
What about NOT asking LLMs for advices, and relying on advices from professionals or experts on the topic?