Saw this and had to comment. See this screenshot of Terminal's preferences.
OS X's default is that New tabs open with: Same Settings. This means that if, for example, you began a terminal session by SSH'ing into another machine, a new tab will also attempt to SSH into that machine. To alleviate this behavior, switch it to Default Settings.