Well, estimating higher risk due to lack of information, is not a glitch - rather the rational correct estimation.
Say you're a complete stranger and want to hangout with me, this is pretty scary! However, if I know you, and you're a jerk - you might piss me off during the night, but at least I know you're not a serial killer...