Back to observatory
Learning & Skill Development

Learning by Doing & Experience Curves

Level: beginnerModel #76
learning
Description

Learn by doing—the more you do, the more you learn. Wright's Law states that every doubling of cumulative production results in costs falling by roughly 20%. Experience matters more than theory. As Ray Dalio noted: "Experience taught me how invaluable it is to reflect on and write down my decision-making criteria whenever I made a decision."

Applications
Prioritize hands-on experience over theoretical study when possible. Theory provides frameworks; practice provides intuition. Best learning combines both—theory to guide practice, practice to validate theory. But if choosing between reading about and doing, choose doing.
Maintain decision journal to capture reasoning and outcomes. Before deciding, write your logic and predictions. After outcomes are clear, review what happened and why. This reflection converts experience into extractable lessons. Over time, your judgment measurably improves.
Track improvement through experience curves in your domains. Count cumulative attempts and notice improvement patterns. This reveals learning velocity and shows whether your practice is effective. If you're not improving with practice, your practice method needs changing.
Design learning systems that maximize practice with feedback. Courses with homework beat lectures without practice. Apprenticeships beat classrooms for skill development. Simulations beat case studies. The more realistic the practice, the better the learning transfer to real situations.
Referenced in the brief

Backlinks to brief references will populate as this model is used.

Source material
Loading sources…