They always say this...its like when NASA says "Possible alien life found on Mars" and it turns out to be just a new kind of dust particle.
In this case, the celebration seems well-reasoned. From the article:
"It's a landmark because they demonstrated stability of the plasma over five seconds. That doesn't sound very long, but on a nuclear timescale, it's a very, very long time indeed. And it's very easy then to go from five seconds to five minutes, or five hours, or even longer."