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A fancy way of saying you're about to tell the truth, or at least pretend you are. Usually followed by something that's not true at all.
I aint gonna lie, I ate three pizzas and still went to the gym.
I aint gonna lie, I told my mom I got an A, but I actually got a D.
I aint gonna lie, I said I was going to work, but I was actually playing video games.