Ha, I always joke that Twitter is a good example of why one should avoid distributed systems. Every often, you see it showing the wrong number of friends, tweets, likes, etc. I don't care, I suppose some people care about such metrics.
>>segmon+(OP)
That's the essence of the CAP theorem. You can have two of three - consistency, availability, and partition tolerance. Sometimes it makes sense to choose availability over consistency.