No
The famous 10,000-hour figure is a popular shorthand for research by psychologist Anders Ericsson, who later pushed back on it. His work found that **focused, deliberate practice** on your weak points drives mastery far more than time logged on autopilot. For logical intuition, that means actively hunting for flaws beats passively reading arguments.