The music video for "Crosseyed and Painless" was produced by Toni Basil.
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The "rhythmical rant" in "Crosseyed and Painless"—"Facts are simple and facts are straight. Facts are lazy and facts are late."—is influenced by old school rap, specifically Kurtis Blow's "The Breaks" given to Byrne by Frantz.