Our ability to assess the credibility of information can be inconsistent, especially when we step outside of our areas of expertise.
Counterintuitively, saying “I don’t know” can actually increase your credibility.
Related to the Gell-Mann Amnesia Effect, Echo Chamber, inaccurate estimation of risk.