How long does opened baking powder last?

Depends on how it's stored. In a well sealed air tight container it'll last pretty much indefinitely. If it's not well sealed, it'll absorb moisture and smells from its surroundings, which will make it both icky and ineffective as a raising agent, but it probably won't kill ya!