I used to do this back in early 2012. I stopped because the spread became lower than the cost of trading + forex fees and because I got nervous when MtGox took 4 weeks to wire me nearly $10,000 that I couldn't really afford to lose.

Counterparty risk is huge in the BTC world unfortunately.