Ad Ignorantiam fallacy states otherwise.

“Fake” is itself an assertion requiring evidence, independent from stating neutrality, e.g., “We don’t know whether it is true or not.”

Also, circular-reasoning fallacy: Who says they’re extraordinary claims within the context of what we already know?