If I was to walk for the first time into your kitchen and tell you that your hotplate was turned on, would you not believe me until I'd also experienced your hotplate turned off? You would discount my previous experiences with hotplates, because maybe, just maybe, your hotplate is hot enough to boil water when it's unpowered?
The idea that the null hypothesis is the only source of information needs to die.