AI Can Make Experts Faster—But Can It Make Beginners Experts? The Psychology of Knowing Enough to Judge the Machine
AI can accelerate research, analysis and professional work, but recent scientific commentary highlights a crucial limitation: intelligent output still requires humans who know enough to recognise when the machine is wrong.