Some aspects of the future, such as celestial mechanics, are highly predictable, and may even be described by relatively simple mathematical models.
Such improvements in the predictability of individual events do not though, from a complexity theory viewpoint, address the unpredictability inherent in dealing with entire systems, which emerge from the interaction between multiple individual events.