Depends how much I care.

At worst, I don't care so much and accept it as true but I don't know and it isn't immediately important to me. Then some years in the future, it becomes relevant and I lean towards people who tell the same lie because it's in my subconscious bias now.

If it matters at the time, I tend to get different opinions, test against my logic and current biases, and proceed with caution.