A lot of the psychological theory also talks about the power of familiarity and repetition. This reminds me of George Lekoff's work on if you're issuing a correction or if you see something false, put it into a truth sandwich. In a headline with 40 characters, you don't have the chance to do that truth sandwich. A lot of the evidence is where possible lead with the truth. But the challenge is in the headline, we shouldn't really be repeating the falsehood in the headline.

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