Art of Doing Science and Engineering

Learning to Learn

Richard Hamming

16 min read
57s intro

Brief summary

Success in a technical world depends less on what you know and more on your "style"—a unique, vision-guided approach to solving problems. This book explains how to master fundamentals, cultivate creativity, and maintain a big-picture view to do work that has a lasting impact.

Who it's for

This book is for scientists, engineers, and anyone in a technical field who wants to move beyond memorizing facts to do truly creative and important work.

Art of Doing Science and Engineering

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Developing a Style for Creative Success

Education is fundamentally different from training. While training imparts the "how," education addresses the "what, when, and why." To prepare for a technical future, one must move beyond acquiring facts and focus on "style"—the unique way an individual approaches problem-solving. Style is absorbed by studying masters and refined through experience, not taught through words. Success requires a clear vision; a career without one is a random walk, ending up near its starting point. A career guided by a vision moves with purpose, achieving results proportional to the effort. The accuracy of the vision is less important than having one.

With technical knowledge doubling every seventeen years, one must focus on fundamentals and develop the ability to learn independently. There is no "royal road" to knowledge that bypasses the labor of mastery. While new teaching methods may seem effective due to the Hawthorne effect—where people improve simply because they feel cared for—true education requires "lifting the full weight." Training develops conditioned responses, but education cultivates high-level judgment.

Creativity is not mere novelty; it is the valuable act of connecting previously unrelated ideas. The "psychological distance" between these ideas often determines the perceived magnitude of the creative leap. History shows that breakthroughs from Mendel's genetics to continental drift are often ignored for decades. The creative process involves recognizing a problem, intense refinement, and deep emotional commitment, followed by a gestation period where the subconscious works on the problem. To manage this, one must saturate the mind with the problem until the "luck" of a prepared mind takes over.

Great work requires the courage to tackle important problems. If you do not work on what you believe to be the most important issues in your field, you are unlikely to do important work. This requires a vision of excellence and "intellectual compound interest": the more you learn, the more you can learn. Great thinkers tolerate ambiguity, believing in their work enough to pursue it while doubting it enough to improve it. They maintain a "shelf" of ten to twenty fundamental problems, ready to test new tools against them. Finally, you must learn to "sell" your ideas through formal presentations and informal pitches. A great discovery poorly presented will be forgotten. By choosing high goals and a disciplined style of thinking, you create a life of accomplishment.

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About the author

Richard Hamming

Richard Hamming was an American mathematician and computer scientist whose work had major implications for telecommunications and computer engineering. During his 30-year career at Bell Telephone Laboratories, he developed "Hamming codes," a family of error-correcting codes that detect and correct errors in transmitted data. For his foundational work on numerical methods, automatic coding systems, and these error-correcting codes, he was awarded the Turing Award in 1968.

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