It absolutely would happen one way or the other, eventually, even with shale oil. Finite amount of oil-bearing rock is finite.

But also, even if there was vastly more oil than thought, that wouldn't matter because if you dig it up and burn it, Earth turns into Venus. Peak "oil we can afford to dig out without fucking ourselves over thoroughly" is already in the past and receding.