Ok, so let's do some math(or rather: history). Two things need to happen in order for Liverpool to let this title slip:
1. City win all of their remaining 10 games.
2. Liverpool get 5 points or less. In the event of 5 points, City would probably win on goal difference. In other words: Liverpool needs 6 points in their remaining 9 games to stop this from happening.
The first scenario isn't really crazy at all. Significantly weaker teams than City have gone on 10 win game streaks before. You probably know this, so let's just move onto number 2.
How likely is it that a strong team like Liverpool fails to get 6 out of 27 possible points? And has something similar ever happened? I don't have amazing stat tools and queries at my disposal, but I just happened to remember a freak example that's quite recent. Let's look at Dortmund in the 2014/2015 season. In the previous season they had finished 2nd in the Bundesliga and done quite well in the CL. The barely lost to Real in the quarter finals, who then went on to win the whole thing with ease, beating Bayern 5-0 on aggregate in the process. On paper, Dortmund was comfortably considered the second strongest team in the league and Klopp was already then considered a genius of a coach.
Well, from round 4 and 12(exactly 9 rounds!) Dortmund only managed to get 5 points. And with Klopp as the manager, no less!
Is the situation above exactly the same as the current situation? Of course not. But it proves that very strong teams can fail tremendously over longer periods of time, also in modern football.
Keep in mind that I'm not contesting that it would be fairly crazy if the scenarios above happened. But it's not a freak accident that will only happen once in a million simulations. And even if it was: if you're not mathematically the Champion, you should never receive the trophy.