No. Tautology is mainly a fancy word for repeating something already stated, like something being unusual and rare.
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Tautologies are always true.
Tautology is the useless repetition of words. I am going to the mall or I am not going to the mall is a tautology. Tautology is not simply the useless repetition of words. It is more about redundancy. The example above is tautology but it is because the phrase is redundant. "I may go go the mall today." implies that I may not to to the mall today. To include that I may not would be tautology. Another example of tautology is when you have two words whose meaning is the same used in conjunction. "Free gift" and "unsolved mystery" are tautology. The words are synonymous and therefore they are redundant.
It is often a tautology - a statement which is true bit adds nothing to anyone's knowledge. A recent example is the fatuous remark by the British Prime Minister "Brexit is Brexit".
A valid conclusion would be that a tautology is true.
Tautology