While cute, this is false. "Argument from fallacy" is the fallacy whereby you assert that the conclusion is false because the reasoning is false. GP doesn't assert that the conclusion is necessarily false, and in fact very specifically qualifies his language to the reasoning. Webster's gives "fallacious" as a synonym for "specious."