AI Agents Run Experiments While You Sleep, So What Should Knowledge Workers Do? Karpathy's autoresearch and the cognitive labor displacement thesis converge on the same conclusion: the scientific method is being automated, and the knowledge workforce may be the next casualty. Published: 2026-03-19