Hmm, I'm torn. On the one hand - this seems like a great use of NLP and sentiment analysis, and I can see how this could be incredibly useful for someone like a restaurant owner who can't monitor twitter 24/7. On the other hand - I feel like this might be the beginning of the end of Twitter as a way to talk to real people - who can do more than send out automated messages.