Google: Do Not Do Extended A/B Testing With The Same A/B Test

We've covered how Google handles A/B testing and that they are cool with it. But someone asked in a Google Hangout on Google+ how long is too long for an A/B test. John Mueller from Google wouldn't give a specific time frame but he said don't let it stick for too long...