Fact checking Moravec's paradox

AI Snake Oil · 5 months ago

A technology analyst examines Moravec's paradox—the claim that tasks easy for humans are hard for AI and vice versa—and finds it has never been empirically tested, relies on a flawed evolutionary argument, and stems from selection bias toward interesting research problems rather than reflecting genuine difficulty patterns. The paradox emerged from 1988 writing by robotics researcher Hans Moravec but when subjected to scrutiny, ignores categories of tasks that are easy or hard for both humans and AI, creating a misleading negative correlation. This misconception has led AI researchers to overestimate progress in open-ended reasoning domains like law and science, fueling both unfounded alarmism about imminent superintelligence and false confidence in AI capabilities.