"Cross or walk in the street or road unlawfully or without regard for approaching traffic", Early 20th century: from jay in the colloquial sense 'silly person' + walk.
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The ‘jay’ in the word is the same as the bird, which has been used colloquially to mean ‘silly person’.[jaywalk etymology, jaywalk origin, 英语词源]