I disagree. "that's just how the universe works. Time to update the Standard Model." means we learned somthing we previously didn't, and we have to update our model.
On the other hand, what if acceleration caused by gravity suddenly became 5 m/s^2? this wouldn't be new information, but a fact that directly contradicts previous knowledge.