Just because I keep forgetting:
Twitter’s version of TweetDeck is le suck.
Get AIR for Linux here.
Get TweetDeck 0.38.2 here.
To install AIR, make executable in permissions and run ./AdobeAIRInstaller.bin in Terminal.
To install TweetDeck, make executable and double-click.