What's wrong with using Thread.Abort()
In addition to all of the other good answers here, let me add that there is no guarantee whatsoever that a call to Thread.Abort will actually abort the thread in question, ever. It is possible (though not particularly easy) to "harden" a thread against being aborted. If, for example, you are aborting a thread because you believe it to be running hostile code then the hostile code could be resisting its own destruction.
If you have a long-running operation involving code that you do not own that must be taken down cleanly, the correct way to do this is to put that code in its own process, not its own thread. (And preferably in a highly security-restricted appdomain in that process.) You can then cleanly kill the process.
In short, Thread.Abort is at best indicative of bad design, possibly unreliable, and extremely dangerous. It should be avoided at all costs; the only time you should ever even consider aborting a thread is in some sort of "emergency shutdown" code where you are attempting to tear down an appdomain as cleanly as possible.
Because if you know that the thread is in some safe state in which it can be aborted, surely you can arrange better communication and have the thread exit cleanly.
The thread could have taken a lock and be in the middle of changing some shared state, and the Thread.Abort will undo the lock and leave the shared state corrupted.
It's easier to hurt yourself. As others have stated it raises an exception in the code, which can occur at any point. This might be fine if you expect this and have coded in a way that elegantly handles this exception at any point but some people dont:
Monitor.Enter(obj);
// some code - if exception is raised here, then the lock isn't released
Monitor.Exit(obj)
IDisposable someCriticalResource = GetResource();
// some code - if exception is raised here, then the object isn't disposed
someCriticalResource.Dispose();
Additionally if you're working with many people on a team unless you have good code reviews you cannot guarantee the quality of the code you'll be working with. Hence it is a good idea to preach the gospal of "no Thread.Abort()" than it is to get people to remember to write code that is robust against exceptions occuring anywhere within that code.