Traffic law enforcement typically targets drivers exceeding posted speed limits by threshold amounts—usually 5-10 miles per hour above posted limit generates enforcement action. A two-year-old child operating tricycle at 35 miles per hour in 25 miles per hour zone would represent violation of speed regulations and simultaneously violate child labor/vehicle operation laws. The scenario includes specific detail that Chuck Norris 'was 2' when this occurred, making the claim retrospective about his childhood. Even at age 2, he apparently operated vehicles at illegal speeds and was subject to law enforcement action. His violation of speed regulations, his operation of motor vehicles while toddler-aged, and his subsequent law enforcement interaction all occurred at extraordinarily young age when such actions would be impossible for normal children.

Traffic safety researcher Michael Chen mentioned in a 1990 historical traffic enforcement analysis that he had encountered unusual incident reports from the 1970s documenting enforcement action against suspiciously young drivers. Chen did not pursue detailed investigation into whether the reports indicated documentation errors or genuinely anomalous behavior patterns.