Learning, Practice, Mastery
Go and try
Leveling up aptitude
Thinking in situations
Naturally, practice is not preceded but followed by theory.
Such study promotes a more lasting teaching and learning
through experience. Its aim is development of creativeness
realized in discovery and invention â the criteria of creativity,
or flexibility, being imagination and fantasy. Altogether
it promotes âthinking in situations,â a new educational concept
unfortunately little known and less cultivated, so far.Practice before theory
Instead of mechanically applying or merely implying laws and rules
of color harmony, distinct color effects are produced
â through recognition of the interaction of color â
by making, for instance,
2 very different colors look alike, or nearly alike.The aim of such study is to develop â through experience
â by trial and error â an eye for color.
This means, specifically, seeing color action
as well as feeling color relatedness.As a general training it means development of observation and articulation.
This book, therefore, does not follow an academic conception
of âtheory and practice.â
It reverses this order and places practice before theory,
which, after all, is the conclusion of practice.Amassing the archive
I once sent a camera to a client, with a request that she keep a visual diary of her newly completed house. For a number of months she duly sent me one photograph a day, of whatever caught her attention, and it was fascinating seeing the spaces from her point of view.
In part it's simply about amassing the archive, but it's also about understanding the implications of every design decision and bringing this knowledge to bear on new projects. You have to keep pushing the learning process.
The basic course
The Basic Course was a general introduction to composition, color, materials, and three-dimensional form that familiarized students with techniques, concepts, and formal relationships considered fundamental to all visual expression, whether it be sculpture, metal work, painting, or lettering. The Basic Course developed an abstract and abstracting visual language that would provide a theoretical and practical basis for any artistic endeavor.
The skill of perception
The newborn baby and the [blind man suddenly gifted with sight] do not have to learn to see. Sight is given to them. But they do have to learn to perceive. Perception is learnt and learnt slowly. Skill is required for perception as for speech. We are largely unaware of the skill we exercise. None of the things we have to learn to perceive are self-evident, or, apparently, instinctively evident. No doubt, however, we have an instinctive aptitude for this learning, and once we have learnt we cannot easily see as though we had not.
As Ruskin says, one has to strive, if one is to see with the 'Innocent Eye'.
The wisdom of the apprentice
Diderot's solution to the limits of language was to become himself a worker.
Become an apprentice and produce bad results so as to be able to teach people how to produce good ones.
Curiosity spurred on
Methodically noting and filing resources is a sign of a mature and deliberate craftsmanâit is an investment into future learning and projects. Before long, you will begin to reach the point where this collection generates projects and ideas with minimal effort; previously isolated ideas are consolidated and curiousity spurred on.
Reading
I suppose itâs because I believe you donât really become a finer person just by reading lots of books.
Nobody was doing anything
"The thing that amazed me is that they had these drawing classes, and I'd be in there drawing like a son of a bitch, and then I'd go around and look at everybody else's drawing boards to see what was going on, and there wouldn't be anything on them! They were all talking and going through these weighty things, and nobody was doing anything."
Learning how to learn
"Once you learn how to make your own assignments instead of relying on someone else, then you have learned the only thing you really need to get out of school, that is, you've learned how to learn. You've become your own teacher."
The Art of Doing Science and Engineering: Learning to Learn
AÂ Book by Richard HammingThe Art of Doing Science and Engineering is the full expression of what "You and Your Research" outlined. It's a book about thinking; more specifically, a style of thinking by which great ideas are conceived.
The Usefulness of Useless Knowledge
An Essay by Abraham Flexner- ââA curious factââ
- ââRoaming and capriciousââ
- ââUseââ
- ââFreedomââ
- ââThe Institute for Advanced Studyââ
Inheriting Froebel's Gifts
AÂ Podcast by Kurt KohlstedtFroebelâs Gifts were meant to be given in a particular order, growing more complex over time and teaching different lessons about shape, structure and perception along the way. A soft knitted ball could be given to a child just six weeks old, followed by a wooden ball and then a cube, illustrating similarities and differences in shapes and materials. Then kids would get a cylinder (which combines elements of both the ball and the cube) and it would blow their little minds. Some objects were pierced by strings or rods so kids could spin them and see how one shapes morphs into another when set into motion. Later came cubes made up of smaller cubes and other hybrids, showing children how parts relate to a whole through deconstruction and reassembly.
These perception-oriented âGiftsâ would then give way to construction-oriented âOccupations.â Kids would be told to build things out of materials like paper, string, wire, or little sticks and peas that could be connected and stacked into structures.
Things you didn't know you can be bad at
An Article by David R. MacIverI wonder how many things we're all going around doing badly because the idea of not knowing how to do them well seems too ridiculous to admit to.
...You've probably never been taught to have a conversation. I've had exactly one class on it and it was in the last six months. I know damn well that many people have not self-taught this well... In general there's this entire class of implicit skills that we mostly don't think of as skills, that we're entirely self-taught on, and that we practice sufficiently non-demonstratively that we can't easily watch what other people do. The result is a very personal skill idiolect.
- ââIdiolectââ
Some thoughts on writing
An Essay by Dan LuuBesides being unlikely to work for you even if someone is able to describe what makes their writing tick, most advice is written by people who don't understand how their writing works. This may be difficult to see for writing if you haven't spent a lot of time analyzing writing, but it's easy to see this is true if you've taken a bunch of dance classes or had sports instruction that isn't from a very good coach. If you watch, for example, the median dance instructor and listen to their instructions, you'll see that their instructions are quite different from what they actually do. People who listen and follow instructions instead of attempting to copy what the instructor is doing will end up doing the thing completely wrong. Most writing advice similarly fails to capture what's important.
Menus, Metaphors and Materials: Milestones of User Interface Design
An Article by Boris MßllerStudents traditionally learn art and design by studying the masters, analyzing, sketching and interpreting the grand visions of the past. In doing this, they get to understand the ideas, concepts and motivations behind the visual form.
In user interface design, this practice is curiously absent.
- ââInterface design is ephemeralââ
- ââXerox Starââ
- ââMagic Capââ
- ââInformation Landscapesââ
- ââBeOS Iconsââ
What do I need to read to be great at CSS?
An Article by Baldur BjarnasonA rule of thumb is that the importance of a blog in your feed reader is inversely proportional to their posting cadence. Prioritise the blogs that post only once a month or every couple of weeks over those that post every day or multiple times a day...Building up a large library of sporadically updated blogs is much more useful and much easier to keep up with than trying to keep up with a handful of aggregation sites every day.
What to learn
An Essay by Dan LuuWhile being an extremely broad generalist can work, it's gotten much harder to "know a bit of everything" and be effective because there's more of everything over time (in terms of both breadth and depth).
...If you watch an anime or a TV series "about" fighting, people often improve by increasing the number of techniques they know because that's an easy thing to depict but, in real life, getting better at techniques you already know is often more effective than having a portfolio of hundreds of "moves". I've personally found this to be true in a variety of disciplines.
- ââManaging Oneselfââ
Eulogy for Steve Jobs
An Article by Jonathan IveHe was without doubt the most inquisitive human I have ever met. His insatiable curiosity was not limited or distracted by his knowledge or expertise, nor was it casual or passive. It was ferocious, energetic and restless. His curiosity was practiced with intention and rigor.
Many of us have an innate predisposition to be curious. I believe that after a traditional education, or working in an environment with many people, curiosity is a decision requiring intent and discipline.
In larger groups our conversations gravitate towards the tangible, the measurable. It is more comfortable, far easier and more socially acceptable talking about what is known. Being curious and exploring tentative ideas were far more important to Steve than being socially acceptable.
Our curiosity begs that we learn. And for Steve, wanting to learn was far more important than wanting to be right.
- ââSteve Jobsââ
I completely ignored the front end development scene for 6 months. It was fine
An Article by Rach SmithWhat Iâve learnt through experience is that the number of languages Iâve learned or the specific frameworks Iâve gained experience with matters very little. What actually matters is my ability to up-skill quickly and effectively.
If you focus on:
- learning how you best learn, and
- practicing effectively communicating the things you've learned
you can't go wrong.
Against Canvas
An Article by Alan JacobsEven with all the features and plugins, Canvas presumes certain ways of organizing classes that might not be universal, just typical. And if (like me) youâre an atypical user, you have to choose between constantly fighting with the system or gradually doing more and more things the way Canvas wants you to do them. This, by the way, is why itâs never true to say that technologies are neutral and what matters is how you use them: every technology without exception has affordances, certain actions that it makes easy, and other actions that it makes difficult or impossible. A technology whose affordances run contrary to your convictions can rob you of your independence â and any technology deployed on the scale of Canvas will inevitably do that. It will turn every teacher into an obedient Canvas-user. I donât want to be an obedient Canvas-user.
Apprenticeship: An Internship Replacement
An Essay by Ivana McConnellUniversities are often too large, dulling the student-educator relationship. Internships are often transitory and involve large volumes of work without context or learning: building web pages or presentations from pre-built components to meet a deadline, for example. Itâs work that people need to do, but it doesnât require learning or understanding the client or the project. Thankfully, there is a middle ground that we seem to have forgotten about in tech: the apprenticeship.
Walking lessons
AÂ TweetLecturing Birds on How to Fly, from Nassim Nicholas Taleb's Antifragile
If children started school at six months old and their teachers gave them walking lessons, within a single generation people would come to believe that humans couldn't learn to walk without going to school.
What 80% Comprehension Feels Like
An ArticleOne of the major principles of extensive reading is that if a learner can comprehend material at 98% comprehension, she will acquire new words in context, in a painless, enjoyable way. But what is 98% comprehension?
- ââ98% comprehensionââ
- ââ95% comprehensionââ
- ââ80% comprehensionââ
Four stages of competence
An IdeaIn psychology, the four stages of competence, or the "conscious competence" learning model, relates to the psychological states involved in the process of progressing from incompetence to competence in a skill.
- Unconscious incompetence
- Conscious incompetence
- Conscious competence
- Unconscious competence
Re-learning to learn
An Article by Erica Heinz- Pause at the end of each chapter and try to recall it (Recall)
- Highlight relevant passages for later comparative reading
- Analyze the book once Iâm finished
- Explain it to unfamiliar audiences (The Feynman technique)
- Review topics I care about at regular intervals (Space repetition)
You and Your Research
AÂ Speech by Richard HammingThis talk centered on Hamming's observations and research on the question "Why do so few scientists make significant contributions and so many are forgotten in the long run?"
Evergreen notes
AÂ Definition by Andy MatuschakEvergreen notes are written and organized to evolve, contribute, and accumulate over time, across projects. This is an unusual way to think about writing notes: Most people take only transient notes.
- Evergreen notes should be atomic
- Evergreen notes should be concept-oriented
- Evergreen notes should be densely linked
- Prefer associative ontologies to hierarchical taxonomies
Steve Jobs: The Lost Interview
- ââOn Valueââ
- ââOn Businessââ
- ââOn Programmingââ
- ââOn Successââ
- ââOn Processââ
On Value
It was clear that [Hewlett-Packard] recognized that its true value was in its employees.
On Business
How do you learn to run a company at 21 with no business experience?
Throughout the years in business I found something, which is, Iâd always ask why you do things, and the answers you invariably get are âoh thatâs just the way itâs done.â Nobody knows why they do what they do, nobody thinks about things very deeply in business. Thatâs what I found.
Iâll give you an example. When we were building our Apple Is in the garage we knew exactly what they cost. When we got into a factory in the Apple II days, accounting had this notion of a âstandard cost.â Where youâd kind of set a standard cost and then at the end of the quarter youâd adjust it with a variance. And I kept asking, âwhy do we do this?â And the answer was just âwell thatâs the way itâs done.â And after about 6 months of digging into this what I realized was the reason you do it is because you donât really have good enough controls to know how much it costs, so you guess, and then you fix your guess at the end of the quarter. And the reason you donât know how much it costs is because your information systems arenât good enough.
But nobody said it that way. And so later on when we designed this automated factory for Macintosh we were able to get rid of a lot of these antiquated concepts, and know exactly what something costs, to the cent. And so in business a lot of things are what I would call âfolklore.â Theyâre done that way because they were done that way yesterday. And so if youâre willing to ask a lot of questions about things and work hard you can learn business pretty fast. Itâs not the hardest thing in the world. Itâs not rocket science.
On Programming
I think everyone in this country should learn a computer language because it teaches you how to think. Itâs like going to law school â I donât think anyone should be a lawyer, but going to law school could be useful because it teaches you how to think in a certain way. So I view computer science as a liberal art.
On Success
The technology crashed and burned at Xerox.
What happens is, like with John Sculley, John came from PepsiCo, and they at most would change their product maybe once every ten years. To them a new product was like a new size bottle. So if you were a product person you couldnât change the course of that company very much. So who influenced the success of PepsiCo? The sales and marketing people. Therefore they were the ones that got promoted and they were the ones that ran the company.
Well, for PepsiCo that might have been ok, but it turns out the same thing can happen in technology companies that get monopolies, like IBM and Xerox.
If you were a product person at IBM, or Xerox, so you make a better copier or a better computer? So what? When you have a monopoly market share, the company isnât any more successful. So the people that can make the company more successful are sales and marketing people, and they end up running the companies. And the product people end up getting driven out of the decision marking forums. And the companies forget what it means to make great products. The product sensibilities and the product genius that brought them to that monopolistic position gets rotted out by people running these companies who have no conception of a good product vs. a bad product. They have no conception of the craftsmanship thatâs required to take a good idea and turn it into a good product. And they really have no feeling in their hearts, usually, about wanting to really help the customers.
So thatâs what happened at Xerox.
On Process
People get confused, companies get confused. When they start getting bigger, they want to replicate their initial success, and a lot of them think that somehow thereâs some magic in the process that theyâve created. And so they start to institutionalize process across the company. And before very long people get very confused that the process is the content.
In my career Iâve found that the best people are the ones who really understand the content. And theyâre a pain in the butt to manage. But you put up with it because theyâre so great at the content. And thatâs what makes great products. Itâs not process, itâs content.
On Greatness
Whatâs important to you in the development of a product?
One of the things that really hurt Apple was that after I left John Sculley got a very serious disease. And that disease â Iâve seen other people get it too â itâs the disease of thinking that a really great idea is 90% of the work, and if you just tell all these other people âhereâs this great idea,â then of course they can just go off and make it happen.
The problem with that is that thereâs just a tremendous amount of craftsmanship in between a great idea and a great product. And as you evolve that great idea it changes and grows. It never comes out like it starts, because you learn a lot more as you get into the subtleties of it, and you also find there are tremendous tradeoffs you have to make, there are just certain things you canât make electrons do, there are certain things you canât make plastic, or glass, or factories, or robots do. And as you get into all these things, you find that designing a product is keeping 5,000 things in your brain, these concepts, and just fitting them all together and continuing to push to fit them together in new and different ways to get what you want. And every day you discover a new problem or a new opportunity to do it a little differently. And itâs that process that is the magic.
On Teamwork
What Iâve always felt that a team of people doing something they really believe in is like, is like when I was a young kid, there was a widowed man that lived up the street. He was in his 80âs, and a little scary looking, and I got to know him a little bit â I think he paid me to cut his lawn or something â and one day he told me, âcome into my garage, I want to show you something.â
And he pulled out this dusty old rock tumbler. It was a motor and a coffee can and a band between them. And he said âcome out here with me,â so we went out to the back and we got some rocks, just some regular old ugly rocks and we put them in the can with a little bit of liquid and a little bit of grit powder, and he turned the motor on and said âcome back tomorrow,â as the tumbler was turning and making a racket.
So I came back the next day and what we took out were these amazingly beautiful and polished rocks. The same common stones that had gone in â through rubbing against each other, creating a little bit of friction, creating a little bit of noise â had come out as these beautiful polished rocks.
And thatâs always been my metaphor for a team working really hard on something theyâre passionate about. Itâs that through the team, through that group of incredibly talented people bumping up against each other, having arguments, having fights sometimes, making some noise, and working together, they polish each other, and they polish their ideas. And what comes out are these really beautiful stones.
On Criticism
People are being counted on to do specific pieces of the puzzle. And the most important thing I think you can do for somebody whoâs really good and whoâs really being counted on is to point out to them when their work isnât good enough, and to do it very clearly, and to articulate why, and to get them back on track. And you need to do that in a way that does not call into question your confidence in their abilities, but leaves not much room for interpretation.
On Help
Microsoftâs orbit was made possible by a Saturn V booster called IBM.
On Taste
The only problem with Microsoft is they just have no taste. They have absolutely no taste, and what that means is â and I donât mean that in a small way, I mean that in a big way â in the sense that they donât think of original ideas, and they donât bring much culture into their product. And you say âwell why is that important?â Well, you know, proportionally spaced fonts come from typesetting and beautiful books, so thatâs where one gets the idea. And if it werenât for the Mac they would never have that in their products.
And so I guess I am saddened, not by Microsoft's success â I have no problem with their success. They have earned their success â I have a problem with the fact that they just make really third-rate products. Their products have no spirit to them, no spirit of enlightenment about them. They are very pedestrian. And the sad part is that most customers donât have that spirit either. But the way that weâre going to ratchet up our species is to take the best and to spread it around to everybody so that everybody grows up with better things, and starts to understand the subtlety of these better things. And Microsoft is McDonaldâs.
So thatâs what saddens me â not that Microsoft has won, but that Microsoftâs products donât display more insight and more creativity.
On Technology
As we look back 10 years from now, the web is going to be the defining technology, the defining social moment for our generation.
I think itâs going to be huge.
On Tools
I read an article when I was very young in Scientific America. It measured the efficiency of locomotion for various species on the planet â you know, for bears and chimpanzees and raccoons and birds and fish â how many kilocalories per kilometer did they spend to move? And humans were measured too. And the condor won, it was the most efficient. And mankind, the crown of creation, came in with rather an unimpressive showing about a third of the way down the list.
But somebody there had the brilliance to test a human riding a bicycle, and it blew away the condor, all the way off the charts. And I remember this really had an impact on me, I remember thinking that humans are tool builders, and we build tools that can dramatically amplify our innate human abilities.
And to me â we actually ran an ad like this, very early at Apple â the personal computer is the bicycle of the mind. And I believe that with every bone in my body, that of all the inventions of humans, the computer is going to rank near if not at the top as history unfolds and we look back. It is the most awesome tool that we have ever invented, and I feel incredibly lucky to be at exactly the right place in Silicon Valley, at exactly the right time where this invention has taken form.
On Theft
How do we know whatâs the right direction [for computers to take]?
Ultimately it comes down to taste. It comes down to trying to expose yourself to the best things that humans have done, and then trying to bring those things in to what youâre doing.
Picasso had a saying: âGood artists copy, great artists steal.â And we (at Apple) have always been shameless about stealing great ideas. And I think part of what made Macintosh great was that the people working on it were musicians and poets and artists and zoologists and historians who also happened to have been the best computer scientists in the world. But if it hasnât been for computer science, these people would all be doing amazing things in life in other fields. And they brought with them â we all brought to this effort â a very liberal arts air, a very liberal arts attitude, that we wanted to pull in the best we saw in these other fields into ours.
On Expression
There was a germ of something there. And itâs the same thing that causes people to want to be poets instead of bankers. I think thatâs a wonderful thing, and I think that same spirit can be put into products, and those products can be manufactured and given to people and they can sense that spirit. If you talk to people that use the Macintosh, they love it. I mean you donât hear people loving products very often. But you could feel it, there was something really wonderful there.
So I donât think that most of the really best people that Iâve worked with have worked with computers for the sake of working with computers. They work with computers because they are the medium that is best capable of transmitting some feeling that you have that you want to share with other people. And before they invented these things, all these people would have done other things. But computers were invented, and they did come along, and all these people did get interested in them, either in school or before school, and said âHey, this is the medium that I think I can say something in."
On Talent
I observed something fairly early on at Apple, which I didnât know how to explain then, but Iâve thought a lot about it since. Most things in life have a dynamic range in which [the ratio of] âaverageâ to âbestâ is at most 2:1.
For example, if you go to New York City and get an average taxi cab driver, versus the best taxi cab driver, youâll probably get to your destination with the best taxi driver 30% faster. And an automobile; whatâs the difference between the average car and the best? Maybe 20%? The best CD player versus the average CD player? Maybe 20%? So 2:1 is a big dynamic range for most things in life.
Now, in software, and it used to be the case in hardware, the difference between the average software developer and the best is 50:1; maybe even 100:1. Very few things in life are like this, but what I was lucky enough to spend my life doing, which is software, is like this.
So Iâve built a lot of my success on finding these truly gifted people, and not settling for âBâ and âCâ players, but really going for the âAâ players. And I found something⌠I found that when you get enough âAâ players together, when you go through the incredible work to find these âAâ players, they really like working with each other. Because most have never had the chance to do that before. And they donât work with âBâ and âCâ players, so itâs self-policing. They only want to hire âAâ players. So you build these pockets of âAâ players and it just propagates.