In future means something starting from this point on. For example: I had my purse stolen today, so in future I will take extra care.
In the future means something beginning at a later (and undefined) point in time. For example: I hope to live by the sea (at some point) in the future.
The difference is harder to see in the contexts you gave as the first example is being somewhat ironic for effect.