In the case of publications we luckily have such fantastic resources as mediabiasfactcheck[0] to keep their bias in check and to keep them factual.

LLMs are much harder to fact-check because they can make anything up based on their training data and weights without sources.

[0] https://mediabiasfactcheck.com