I've been using them for a bit over an year now, although I've ramped up usage in the past few months (like everyone else, I suppose). They've hallucinated and lied, but none have ever been as persistent liars as Sol has to me.
They are probabilistic models that are simply giving you words in a sequence they think makes the most sense to them.
No one is "lying" to you :)