Practice without knowledge can still leave you directionless
“Those who are in love with practice without knowledge are like the sailor who gets into a ship without rudder or compass and who never can be certain whether he is going.” — Leonardo da Vinci
Leonardo is not dismissing practice. His notebooks repeatedly join observation, experiment, craft, and theory. The warning is about action without orientation: you can be extremely busy and still have no reliable way to tell whether the work is taking you in the right direction.
The sailor image works because movement is not the same thing as progress. A ship can move quickly and the crew can work without pause, yet without a rudder or compass speed may only carry them farther from where they meant to go. The same pattern appears in work, study, sport, and business.
Practice supplies material: mistakes, repetitions, skill, and contact with reality. Knowledge supplies structure: why a method works, where its limits are, what to measure, and when to change course. The strongest learning happens when the two continuously correct each other.
The hook is simple: you can do a lot and still be going the wrong way. More effort is not always the missing ingredient. Sometimes the most productive move is to stop for a moment, check the map, and only then build speed again.
Source: The Notebooks of Leonardo da Vinci, Part I, item 19 (Richter translation). Necessity of theoretical knowledge, item 19; exact first sentence in the Richter translation.