In my experience it means the AI will waste tokens apologizing for it's short comings and ignoring task prompts in favour of it's alignment.
> The potential harmful, false or biased responses using the compressed prompts would likely be unchanged. Thus using LLMLingua has no inherent benefits or risks when it comes to those types of responsible AI issues.