"fact-checkers were authoritative source of the truth"

There is no such thing. If your understanding of truth is so flat, you're incredibly ignorant and dangerously foolish. Biases, perception, and propaganda influence the "truth" you see in the world. And no one is immune to it. Even large groups of very smart people are not immune to it. In fact they're even more often prone to groupthink.