First Principles: Elon Musk on the Power of Thinking for Yourself

snowmobile; the challenges of TFP.

First principles thinking, which is sometimes called reasoning from first principles, is one of the most effective strategies you can employ for breaking down complicated problems and generating original solutions. It also might be the single best approach to learn how to think for yourself.

The first principles approach has been used by many great thinkers including inventor Johannes Gutenberg, military strategist John Boyd, and the ancient philosopher Aristotle, but no one embodies the philosophy of first principles thinking more effectively than entrepreneur Elon Musk.

In 2002, Musk began his quest to send the first rocket to Mars—an idea that would eventually become the aerospace company SpaceX.

He ran into a major challenge right off the bat. After visiting a number of aerospace manufacturers around the world, Musk discovered the cost of purchasing a rocket was astronomical—up to $65 million. Given the high price, he began to rethink the problem.

“I tend to approach things from a physics framework,” Musk said in an interview. “Physics teaches you to reason from first principles rather than by analogy. So I said, okay, let’s look at the first principles. What is a rocket made of? Aerospace-grade aluminum alloys, plus some titanium, copper, and carbon fiber. Then I asked, what is the value of those materials on the commodity market? It turned out that the materials cost of a rocket was around two percent of the typical price.”

Instead of buying a finished rocket for tens of millions, Musk decided to create his own company, purchase the raw materials for cheap, and build the rockets himself. SpaceX was born.

Within a few years, SpaceX had cut the price of launching a rocket by nearly 10x while still making a profit. Musk used first principles thinking to break the situation down to the fundamentals, bypass the high prices of the aerospace industry, and create a more effective solution.

First principles thinking is the act of boiling a process down to the fundamental parts that you know are true and building up from there. Let’s discuss how you can utilize first principles thinking in your life and work.

Defining First Principles Thinking

A first principle is a basic assumption that cannot be deduced any further. Over two thousand years ago, Aristotle defined a first principle as “the first basis from which a thing is known.”

First principles thinking is a fancy way of saying “think like a scientist.” Scientists don’t assume anything. They start with questions like, What are we absolutely sure is true? What has been proven?

In theory, first principles thinking requires you to dig deeper and deeper until you are left with only the foundational truths of a situation. Rene Descartes, the French philosopher and scientist, embraced this approach with a method now called Cartesian Doubt in which he would “systematically doubt everything he could possibly doubt until he was left with what he saw as purely indubitable truths.”

In practice, you don’t have to simplify every problem down to the atomic level to get the benefits of first principles thinking. You just need to go one or two levels deeper than most people. Different solutions present themselves at different layers of abstraction. John Boyd, the famous fighter pilot and military strategist, created the following thought experiment which showcases how to use first principles thinking in a practical way.

Imagine you have three things:

  • A motorboat with a skier behind it
  • A military tank
  • A bicycle

Now, let’s break these items down into their constituent parts:

  • Motorboat: motor, the hull of a boat, and a pair of skis.
  • Tank: metal treads, steel armor plates, and a gun.
  • Bicycle: handlebars, wheels, gears, and a seat.

What can you create from these individual parts? One option is to make a snowmobile by combining the handlebars and seat from the bike, the metal treads from the tank, and the motor and skis from the boat.

This is the process of first principles thinking in a nutshell. It is a cycle of breaking a situation down into the core pieces and then putting them all back together in a more effective way. Deconstruct then reconstruct.

How First Principles Drive Innovation

The snowmobile example also highlights another hallmark of first principles thinking, which is the combination of ideas from seemingly unrelated fields. A tank and a bicycle appear to have nothing in common, but pieces of a tank and a bicycle can be combined to develop innovations like a snowmobile.

Many of the most groundbreaking ideas in history have been a result of boiling things down to the first principles and then substituting a more effective solution for one of the key parts.

For instance, Johannes Gutenberg combined the technology of a screw press—a device used for making wine—with movable type, paper, and ink to create the printing press. Movable type had been used for centuries, but Gutenberg was the first person to consider the constituent parts of the process and adapt technology from an entirely different field to make printing far more efficient. The result was a world-changing innovation and the widespread distribution of information for the first time in history.

The best solution is not where everyone is already looking.

First principles thinking helps you to cobble together information from different disciplines to create new ideas and innovations. You start by getting to the facts. Once you have a foundation of facts, you can make a plan to improve each little piece. This process naturally leads to exploring widely for better substitutes.

The Challenge of Reasoning From First Principles

First principles thinking can be easy to describe, but quite difficult to practice. One of the primary obstacles to first principles thinking is our tendency to optimize form rather than function. The story of the suitcase provides a perfect example.

In ancient Rome, soldiers used leather messenger bags and satchels to carry food while riding across the countryside. At the same time, the Romans had many vehicles with wheels like chariots, carriages, and wagons. And yet, for thousands of years, nobody thought to combine the bag and the wheel. The first rolling suitcase wasn’t invented until 1970 when Bernard Sadow was hauling his luggage through an airport and saw a worker rolling a heavy machine on a wheeled skid.

Throughout the 1800s and 1900s, leather bags were specialized for particular uses—backpacks for school, rucksacks for hiking, suitcases for travel. Zippers were added to bags in 1938. Nylon backpacks were first sold in 1967. Despite these improvements, the form of the bag remained largely the same. Innovators spent all of their time making slight iterations on the same theme.

What looks like innovation is often an iteration of previous forms rather than an improvement of the core function. While everyone else was focused on how to build a better bag (form), Sadow considered how to store and move things more efficiently (function).

How to Think for Yourself

The human tendency for imitation is a common roadblock to first principles thinking. When most people envision the future, they project the current formforward rather than projecting the function forward and abandoning the form.

For instance, when criticizing technological progress some people ask, “Where are the flying cars?”

Here’s the thing: We have flying cars. They’re called airplanes. People who ask this question are so focused on form (a flying object that looks like a car) that they overlook the function (transportation by flight). This is what Elon Musk is referring to when he says that people often “live life by analogy.”

Be wary of the ideas you inherit. Old conventions and previous forms are often accepted without question and, once accepted, they set a boundary around creativity.

This difference is one of the key distinctions between continuous improvementand first principles thinking. Continuous improvement tends to occur within the boundary set by the original vision. By comparison, first principles thinking requires you to abandon your allegiance to previous forms and put the function front and center. What are you trying to accomplish? What is the functional outcome you are looking to achieve?

Optimize the function. Ignore the form. This is how you learn to think for yourself.

The Power of First Principles

Ironically, perhaps the best way to develop cutting-edge ideas is to start by breaking things down to the fundamentals. Even if you aren’t trying to develop innovative ideas, understanding the first principles of your field is a smart use of your time. Without a firm grasp of the basics, there is little chance of mastering the details that make the difference at elite levels of competition.

Every innovation, including the most groundbreaking ones, requires a long period of iteration and improvement. The company at the beginning of this article, SpaceX, ran many simulations, made thousands of adjustments, and required multiple trials before they figured out how to build an affordable and reusable rocket.

First principles thinking does not remove the need for continuous improvement, but it does alter the direction of improvement. Without reasoning by first principles, you spend your time making small improvements to a bicycle rather than a snowmobile. First principles thinking sets you on a different trajectory.

If you want to enhance an existing process or belief, continuous improvement is a great option. If you want to learn how to think for yourself, reasoning from first principles is one of the best ways to do it.

Footnotes

  1. When Musk originally looked into hiring another firm to send a rocket from Earth to Mars, he was quoted prices as high as $65 million. He also traveled to Russia to see if he could buy an intercontinental ballistic missile (ICBM), which could then be retrofitted for space flight. It was cheaper, but still in the $8 million to $20 million range.
  2. Elon Musk’s Mission to Mars,” Chris Anderson, Wired.
  3. SpaceX and Daring to Think Big,” Steve Jurvetson. January 28, 2015.
  4. The Metaphysics,” Aristotle, 1013a14–15
  5. Wikipedia article on first principles
  6. I originally found the snowmobile example in The OODA Loop: How to Turn Uncertainty Into Opportunity by Taylor Pearson.
  7. Story from “Where Good Ideas Come From,” Steven Johnson
  8. Story from “Reinventing the Suitcase by Adding the Wheel,” Joe Sharkey, The New York Times
  9. A Brief History of the Modern Backpack,” Elizabeth King, Time
  10. Hat tip to Benedict Evans for his tweets that inspired this example.
  11. Stereotypes fall into this style of thinking. “Oh, I once knew a poor person who was dumb, so all poor people must be dumb.” And so on. Anytime we judge someone by their group status rather than their individual characteristics we are reasoning about them by analogy.

Techniques for Establishing First Principles

Techniques for Establishing First Principles

There are many ways to establish first principles. Let’s take a look at a few of them.

Socratic Questioning

Socratic questioning can be used to establish first principles through stringent analysis. This a disciplined questioning process, used to establish truths, reveal underlying assumptions, and separate knowledge from ignorance. The key distinction between Socratic questioning and normal discussions is that the former seeks to draw out first principles in a systematic manner. Socratic questioning generally follows this process:

  1. Clarifying your thinking and explaining the origins of your ideas (Why do I think this? What exactly do I think?)
  2. Challenging assumptions (How do I know this is true? What if I thought the opposite?)
  3. Looking for evidence (How can I back this up? What are the sources?)
  4. Considering alternative perspectives (What might others think? How do I know I am correct?)
  5. Examining consequences and implications (What if I am wrong? What are the consequences if I am?)
  6. Questioning the original questions (Why did I think that? Was I correct? What conclusions can I draw from the reasoning process?)

This process stops you from relying on your gut and limits strong emotional responses. This process helps you build something that lasts.

“Because I Said So” or “The Five Whys”

Children instinctively think in first principles. Just like us, they want to understand what’s happening in the world. To do so, they intuitively break through the fog with a game some parents have come to hate.

“Why?”

“Why?”

“Why?”

Here’s an example that has played out numerous times at my house:

“It’s time to brush our teeth and get ready for bed.”

“Why?”

“Because we need to take care of our bodies, and that means we need sleep.”

“Why do we need sleep?”

“Because we’d die if we never slept.”

“Why would that make us die?”

“I don’t know; let’s go look it up.”

Kids are just trying to understand why adults are saying something or why they want them to do something.

The first time your kid plays this game, it’s cute, but for most teachers and parents, it eventually becomes annoying. Then the answer becomes what my mom used to tell me: “Because I said so!” (Love you, Mom.)

Of course, I’m not always that patient with the kids. For example, I get testy when we’re late for school, or we’ve been travelling for 12 hours, or I’m trying to fit too much into the time we have. Still, I try never to say “Because I said so.”

People hate the “because I said so” response for two reasons, both of which play out in the corporate world as well. The first reason we hate the game is that we feel like it slows us down. We know what we want to accomplish, and that response creates unnecessary drag. The second reason we hate this game is that after one or two questions, we are often lost. We actually don’t know why. Confronted with our own ignorance, we resort to self-defense.

I remember being in meetings and asking people why we were doing something this way or why they thought something was true. At first, there was a mild tolerance for this approach. After three “whys,” though, you often find yourself on the other end of some version of “we can take this offline.”

Difference between Analogy and The F.P

Another way to think about this distinction comes from another friend, Tim Urban. He says[3] it’s like the difference between the cook and the chef. While these terms are often used interchangeably, there is an important nuance. The chef is a trailblazer, the person who invents recipes. He knows the raw ingredients and how to combine them. The cook, who reasons by analogy, uses a recipe. He creates something, perhaps with slight variations, that’s already been created.

The difference between reasoning by first principles and reasoning by analogy is like the difference between being a chef and being a cook. If the cook lost the recipe, he’d be screwed. The chef, on the other hand, understands the flavor profiles and combinations at such a fundamental level that he doesn’t even use a recipe. He has real knowledge as opposed to know-how.

Examples of First Principles in Action

So we can better understand how first-principles reasoning works, let’s look at four examples.

Elon Musk and SpaceX

Perhaps no one embodies first-principles thinking more than Elon Musk. He is one of the most audacious entrepreneurs the world has ever seen. My kids (grades 3 and 2) refer to him as a real-life Tony Stark, thereby conveniently providing a good time for me to remind them that by fourth grade, Musk was reading the Encyclopedia Britannica and not Pokemon.

What’s most interesting about Musk is not what he thinks but how he thinks:

I think people’s thinking process is too bound by convention or analogy to prior experiences. It’s rare that people try to think of something on a first principles basis. They’ll say, “We’ll do that because it’s always been done that way.” Or they’ll not do it because “Well, nobody’s ever done that, so it must not be good. But that’s just a ridiculous way to think. You have to build up the reasoning from the ground up—“from the first principles” is the phrase that’s used in physics. You look at the fundamentals and construct your reasoning from that, and then you see if you have a conclusion that works or doesn’t work, and it may or may not be different from what people have done in the past.[4]

His approach to understanding reality is to start with what is true — not with his intuition. The problem is that we don’t know as much as we think we do, so our intuition isn’t very good. We trick ourselves into thinking we know what’s possible and what’s not. The way Musk thinks is much different.

Musk starts out with something he wants to achieve, like building a rocket. Then he starts with the first principles of the problem. Running through how Musk would think, Larry Page said in an

interview, “What are the physics of it? How much time will it take? How much will it cost? How much cheaper can I make it? There’s this level of engineering and physics that you need to make judgments about what’s possible and interesting. Elon is unusual in that he knows that, and he also knows business and organization and leadership and governmental issues.”[5]

Rockets are absurdly expensive, which is a problem because Musk wants to send people to Mars. And to send people to Mars, you need cheaper rockets. So he asked himself, “What is a rocket made of? Aerospace-grade aluminum alloys, plus some titanium, copper, and carbon fiber. And … what is the value of those materials on the commodity market? It turned out that the materials cost of a rocket was around two percent of the typical price.”[6]

Why, then, is it so expensive to get a rocket into space? Musk, a notorious self-learner with degrees in both economics and physics, literally taught himself rocket science. He figured that the only reason getting a rocket into space is so expensive is that people are stuck in a mindset that doesn’t hold up to first principles. With that, Musk decided to create SpaceX and see if he could build rockets himself from the ground up.

In an interview with Kevin Rose, Musk summarized his approach:

I think it’s important to reason from first principles rather than by analogy. So the normal way we conduct our lives is, we reason by analogy. We are doing this because it’s like something else that was done, or it is like what other people are doing… with slight iterations on a theme. And it’s … mentally easier to reason by analogy rather than from first principles. First principles is kind of a physics way of looking at the world, and what that really means is, you … boil things down to the most fundamental truths and say, “okay, what are we sure is true?” … and then reason up from there. That takes a lot more mental energy.[7]

Musk then gave an example of how Space X uses first principles to innovate at low prices:

Somebody could say — and in fact people do — that battery packs are really expensive and that’s just the way they will always be because that’s the way they have been in the past. … Well, no, that’s pretty dumb… Because if you applied that reasoning to anything new, then you wouldn’t be able to ever get to that new thing…. you can’t say, … “oh, nobody wants a car because horses are great, and we’re used to them and they can eat grass and there’s lots of grass all over the place and … there’s no gasoline that people can buy….”

He then gives a fascinating example about battery packs:

… they would say, “historically, it costs $600 per kilowatt-hour. And so it’s not going to be much better than that in the future. … So the first principles would be, … what are the material constituents of the batteries? What is the spot market value of the material constituents? … It’s got cobalt, nickel, aluminum, carbon, and some polymers for separation, and a steel can. So break that down on a material basis; if we bought that on a London Metal Exchange, what would each of these things cost? Oh, jeez, it’s … $80 per kilowatt-hour. So, clearly, you just need to think of clever ways to take those materials and combine them into the shape of a battery cell, and you can have batteries that are much, much cheaper than anyone realizes.

BuzzFeed

After studying the psychology of virality, Jonah Peretti founded BuzzFeed in 2006. The site quickly grew to be one of the most popular on the internet, with hundreds of employees and substantial revenue.

Peretti figured out early on the first principle of a successful website: wide distribution. Rather than publishing articles people should read, BuzzFeed focuses on publishing those that people want to read. This means aiming to garner maximum social shares to put distribution in the hands of readers.

Peretti recognized the first principles of online popularity and used them to take a new approach to journalism. He also ignored SEO, saying, “Instead of making content robots like, it was more satisfying to make content humans want to share.”[8] Unfortunately for us, we share a lot of cat videos.

A common aphorism in the field of viral marketing is, “content might be king, but distribution is queen, and she wears the pants” (or “and she has the dragons”; pick your metaphor). BuzzFeed’s distribution-based approach is based on obsessive measurement, using A/B testing and analytics.

Jon Steinberg, president of BuzzFeed, explains the first principles of virality:

Keep it short. Ensure [that] the story has a human aspect. Give people the chance to engage. And let them react. People mustn’t feel awkward sharing it. It must feel authentic. Images and lists work. The headline must be persuasive and direct.

Derek Sivers and CD Baby

When Sivers founded his company CD Baby, he reduced the concept down to first principles. Sivers asked, What does a successful business need? His answer was happy customers.

Instead of focusing on garnering investors or having large offices, fancy systems, or huge numbers of staff, Sivers focused on making each of his customers happy. An example of this is his famous order confirmation email, part of which reads:

Your CD has been gently taken from our CD Baby shelves with sterilized contamination-free gloves and placed onto a satin pillow. A team of 50 employees inspected your CD and polished it to make sure it was in the best possible condition before mailing. Our packing specialist from Japan lit a candle and a hush fell over the crowd as he put your CD into the finest gold-lined box money can buy.

By ignoring unnecessary details that cause many businesses to expend large amounts of money and time, Sivers was able to rapidly grow the company to $4 million in monthly revenue. In Anything You Want, Sivers wrote:

Having no funding was a huge advantage for me.
A year after I started CD Baby, the dot-com boom happened. Anyone with a little hot air and a vague plan was given millions of dollars by investors. It was ridiculous. …
Even years later, the desks were just planks of wood on cinder blocks from the hardware store. I made the office computers myself from parts. My well-funded friends would spend $100,000 to buy something I made myself for $1,000. They did it saying, “We need the very best,” but it didn’t improve anything for their customers. …
It’s counterintuitive, but the way to grow your business is to focus entirely on your existing customers. Just thrill them, and they’ll tell everyone.

To survive as a business, you need to treat your customers well. And yet so few of us master this principle.


Employing First Principles in Your Daily Life

Most of us have no problem thinking about what we want to achieve in life, at least when we’re young. We’re full of big dreams, big ideas, and boundless energy. The problem is that we let others tell us what’s possible, not only when it comes to our dreams but also when it comes to how we go after them. And when we let other people tell us what’s possible or what the best way to do something is, we outsource our thinking to someone else.

The real power of first-principles thinking is moving away from incremental improvement and into possibility. Letting others think for us means that we’re using their analogies, their conventions, and their possibilities. It means we’ve inherited a world that conforms to what they think. This is incremental thinking.

When we take what already exists and improve on it, we are in the shadow of others. It’s only when we step back, ask ourselves what’s possible, and cut through the flawed analogies that we see what is possible. Analogies are beneficial; they make complex problems easier to communicate and increase understanding. Using them, however, is not without a cost. They limit our beliefs about what’s possible and allow people to argue without ever exposing our (faulty) thinking. Analogies move us to see the problem in the same way that someone else sees the problem.

The gulf between what people currently see because their thinking is framed by someone else and what is physically possible is filled by the people who use first principles to think through problems.

First-principles thinking clears the clutter of what we’ve told ourselves and allows us to rebuild from the ground up. Sure, it’s a lot of work, but that’s why so few people are willing to do it. It’s also why the rewards for filling the chasm between possible and incremental improvement tend to be non-linear.

Let’s take a look at a few of the limiting beliefs that we tell ourselves.

“I don’t have a good memory.” [10]
People have far better memories than they think they do. Saying you don’t have a good memory is just a convenient excuse to let you forget. Taking a first-principles approach means asking how much information we can physically store in our minds. The answer is “a lot more than you think.” Now that we know it’s possible to put more into our brains, we can reframe the problem into finding the most optimal way to store information in our brains.

“There is too much information out there.”
A lot of professional investors read Farnam Street. When I meet these people and ask how they consume information, they usually fall into one of two categories. The differences between the two apply to all of us. The first type of investor says there is too much information to consume. They spend their days reading every press release, article, and blogger commenting on a position they hold. They wonder what they are missing. The second type of investor realizes that reading everything is unsustainable and stressful and makes them prone to overvaluing information they’ve spent a great amount of time consuming. These investors, instead, seek to understand the variables that will affect their investments. While there might be hundreds, there are usually three to five variables that will really move the needle. The investors don’t have to read everything; they just pay attention to these variables.

“All the good ideas are taken.”
A common way that people limit what’s possible is to tell themselves that all the good ideas are taken. Yet, people have been saying this for hundreds of years — literally — and companies keep starting and competing with different ideas, variations, and strategies.

“We need to move first.”
I’ve heard this in boardrooms for years. The answer isn’t as black and white as this statement. The iPhone wasn’t first, it was better. Microsoft wasn’t the first to sell operating systems; it just had a better business model. There is a lot of evidence showing that first movers in business are more likely to fail than latecomers. Yet this myth about the need to move first continues to exist.

Sometimes the early bird gets the worm and sometimes the first mouse gets killed. You have to break each situation down into its component parts and see what’s possible. That is the work of first-principles thinking.

“I can’t do that; it’s never been done before.”
People like Elon Musk are constantly doing things that have never been done before. This type of thinking is analogous to looking back at history and building, say, floodwalls, based on the worst flood that has happened before. A better bet is to look at what could happen and plan for that.

“As to methods, there may be a million and then some, but principles are few. The man who grasps principles can successfully select his own methods. The man who tries methods, ignoring principles, is sure to have trouble.”

— Harrington Emerson

Conclusion

The thoughts of others imprison us if we’re not thinking for ourselves.

Reasoning from first principles allows us to step outside of history and conventional wisdom and see what is possible. When you really understand the principles at work, you can decide if the existing methods make sense. Often they don’t.

Reasoning by first principles is useful when you are (1) doing something for the first time, (2) dealing with complexity, and (3) trying to understand a situation that you’re having problems with. In all of these areas, your thinking gets better when you stop making assumptions and you stop letting others frame the problem for you.

Analogies can’t replace understanding. While it’s easier on your brain to reason by analogy, you’re more likely to come up with better answers when you reason by first principles. This is what makes it one of the best sources of creative thinking. Thinking in first principles allows you to adapt to a changing environment, deal with reality, and seize opportunities that others can’t see.

Many people mistakenly believe that creativity is something that only some of us are born with, and either we have it or we don’t. Fortunately, there seems to be ample evidence that this isn’t true.[11] We’re all born rather creative, but during our formative years, it can be beaten out of us by busy parents and teachers. As adults, we rely on convention and what we’re told because that’s easier than breaking things down into first principles and thinking for ourselves. Thinking through first principles is a way of taking off the blinders. Most things suddenly seem more possible.

“I think most people can learn a lot more than they think they can,” says Musk. “They sell themselves short without trying. One bit of advice: it is important to view knowledge as sort of a semantic tree — make sure you understand the fundamental principles, i.e., the trunk and big branches, before you get into the leaves/details or there is nothing for them to hang on to.”

引發驚人的爆炸力! Elon Musk 知識軍火庫中最強殺傷力的武器 : 「第一性原理」( First Principle )

「我會運用「第一性原理」思維而不是「類比」思維去思考問題。在日常生活中,人總是傾向於比較 — — 別人已經做過了或者正在做這件事情,我們也就去做。這樣的結果只能產生細小的叠代發展。「第一性原理」的思考方式是用物理學的角度看待世界的方法,也就是說一層層剝開事物的表象,看到裏面的本質,然後再從本質一層層往上走。」

— SpaceX、Tesla 電動汽車 及 PayPal 創辦人 Elon Musk

什麼是 「第一性原理」( First Principle )?

所謂的「第一性原理」是一個量子力學中的一個術語,意思是從頭開始計算,只採用最基本的事實,然後根據事實推論,創造出新價值。在 Elon Musk 開發 Tesla 特斯拉電動車案例中,很多專家覺得電動車是不可能流行起來,因為電池成本在歷史上一直也降不下來。600美元 / 千瓦是市場的公價,電池從一直也是那麼貴,它的改進和降價總是很慢,所以它未來短時間內也不大可能大幅度降低價格。

但 Elon Musk 卻不認同,在他公司新電池的開發階段中,他率先屏棄現時市場所有生產電池組的已有技術,把電池組的構成物質全部分解,還原成最基礎的材料:碳、鎳、鋁及其他用於分離的聚合物,這種還原使他了解到重新構成了製造電池的「基本事實」( Fact )是什麼 。

無可否認,上述的金屬成本如果在市場需求沒有大幅度改變下,是絕對降不下去的,可是他卻發現了當中剩下來的成本還包含了很大部份是屬於「人類協作過程」而生的成本,而他相信凡是人類協進的事情,就必定存在優化空間。

透過這些「基本事實」,Elon Musk 和團隊再把原材料每個部分再細緻分析及實驗,並把每項工作流程再優化重組,比如,在美國生產可能稅費比較高,那就不要在美國生產了;某種原有技術的模塊設計上出了問題,那就改變設計,最後他和團隊把各部份優化原件,加上全面改良的生產方法,整合成現時以能大幅度降低電池的生產成本為前提的電動汽車。

而把「第一性原理」的思想放在 Elon Musk 的 SpaceX 計劃,他也同樣挑戰過去太空運輸技輸產業中「成本就是那麼貴」的專家偏見,他先還原製造火箭「基本事實」,發現了一架火箭的原料成本原來只佔火箭的總成本的2%,而餘下的成本其實是其他製造過程的成本,而有了這層認知,他便朝著優化另外98% 的成本方向,把現時製造火箭的成本,降低了到現時的10% 。

這就是「第一性原理」( First Principle ) 的爆炸力。

可是為什麼我們明明和 Elon Musk 身處在同一個世界,卻看不到 Elon Musk 看到的「第一性原理」( First Principle )?為什麼?難道真的只是因為他比較有錢,接觸到較多高級知識份子嗎?總結原因,我認為有三大理由:

一、我們看不到,因為我們缺乏「硬學科」訓練

「第一性原理」( First Principle ) 其實是事物底層規律的總結,就以泥石流作為例子,當你知道「從山頂上滾下的石頭會愈來愈快」這個基本事實後,如果當你不幸遇上泥石流時,你會選擇儘可能往山的兩側跑,而不是和順著山谷和泥石比拼鬥快,這個知識對你來說,可算是「野外求生」的知識,然而如果你能把這個知識發掘到底層,它其實就是為牛頓第二定律 F=ma,有了這個底層知識,你不單能避開泥石流,更有可能想出造火箭方法。

而你能把這個大家也看得見的眼前「基本事實」,或「野外求生」知識,向底層發掘為大家也無法輕易以肉見看見的牛頓第二定律 F=ma,需要的就是「硬學科」,例如數學、物理及化學。這些「硬學科」也許我們在求學時期早已學過,但在現在日常生活中,或許只餘下發薪水或買菜時,常用的加減乘除外,才有用武之地。

那為什麼我們從不會思考過如何融會貫通地使用呢?因為我們不明白這些「硬學科」價值在哪裏。

相比起心理學、經濟學和社會學等人文學科需經常配搭前置假設才能應用,「硬學科」是完全建立在基礎假設及邏輯思維分析之上,例如數學就是一個完全不依托真實存在的世界,透過假定範圍,幾乎所有的推論都是正確,因此它的知識可以算是更可靠,更貼近「第一性原理」( First Principle ) 的本質。

二、我們看不到,因我們「自以為知道」

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在一般學習書藉經常提到 : 個人認知的「知道」與事實上的「知道」的四象限中,我嘗試提再把它演繹為四個不同的層次 :

不知道自己不知道」Level 1 :以為自己什麼都知道,自以為是的認知狀態

「知道自己不知道」Level 2 :有敬畏之心,開始空杯心態,準備好投入學習

「知道自己知道」Level 3 :抓住了事情的規律,提升了自己的認知

「極致的意會」Level 4:對事情的掌握,已經變成一種渾然天成的意會,在別人輾轉思量之際,你已立即能下準確的決定

認知」幾乎是人和人之間唯一的本質差別,技能的差別是可量化,但認知的差別卻是本質性的,不可量化。人和人比拼的除了是實踐力外,更重要是洞察力,

你的求知慾通常是由「你知道了自己不知道」(Level 2 )開始產生; 人選擇不去求知,主要是因為大部份人一直也停留在「不知道自己不知道」(Level 1 )。

「不知道自己不知道」(Level 1 )的狀態是因為自己連那個「不知道」是什麼都沒有搞清楚,這就好比西醫只知「發炎」,而不知何謂「上火」。

對中醫來說,西醫所謂的「發炎」( Inflammation ),其實是指「上火」,而火是有「實火」與「虛火」之分,而在虛實之中,治療方法也是可以完全截然相反。

而西醫卻因為從不知「上火」一字 ( 或可以說就算就知道,也不重視「上火」在西方醫學知識系統的融合 ),只相信「發炎」便能解釋一切現象,因此亦錯過了在辨症時,以虛實之火去下更準確的藥方的機會,也錯過了自己發掘應對炎症不同程度症狀的新啟發,這就是「不知道自己不知道」(Level 1 )的狀態所引發的問題。

三、我們看不到,因為我們「急功近利」的學習態度

學習是需要「基本功」的累積,凡事追根究底,深入學習,是要經歷流汗、未知、腦汁和時間付出。在華人以「考試結果及職業導向為最終學習目的」的情況下,我們早已失去了對學習的深索熱情和樂趣。

當你身邊人也在職場的高速公路上怒奔,大家終日也在看「三分鐘學會Google 的創新法則」,「三十分鐘不敗精讀法」,「三天快速增加你的財富收入」,並和你吹噓著上述的方法是如何啟發及有效,在創業場或職場上同樣具有競爭心的你怎能不焦急?在這裏我和你談學習需要時間練「基本功」,你也許會想 : 「別人都已進步都那麼快,再談基本功我就已做大輸家了!」

可是請停一停,讓我們能否用科學化的方法,再重新思考一下:

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在正常人的能力成長曲綫中,其曲線的前期一般會隨著學會了具體方法和技術後快速增加,我們解決問題的時間會愈來愈短,對一些開始時還是有難度的事情,到達中期頂峰階段,經過練習後就會變得易如反掌,可是這個成長曲線到達後期就會失去向上升的動力,為什麼?

因為我們大多數人在日常認識問題時,一般只會依靠直覺、個人經驗、簡單的線性思維、因果關係、意識形態和價值觀偏好,而這些思維卻會引發 :

(1)我們無法發現事情之間深層次的關聯,我們眼前的認知都是一個分散的點,是一種孤立且斷裂式的認知,例如你無法明白到底 SpaceX 和 Tesla 電動汽車到底有什麼關係?

(2)我們面對超出自己日常工作的問題時,不知從何下手,更無法準確把握關鍵環節並合埋地預測事情的發展趨勢,例如你無法理解如何由電池組的構成基本原素,預測到解決澳洲電力危機的解決方向?

我們經常都聽到身邊那些在職場闖蕩了幾年的人會埋怨自己在公司已學不到任何新事物,感覺成長已到達天花板,真正原因不是你成長得太快,而是因為你的天花板太矮了。這個天花板,就是由你急功近利的學習方法所造成,因為你只看到天花板一個個孤立的點,而看不到天花板外原來還有樓宇的鋼筋水泥結構,城市空間的規劃原則,城市的發展的建築歷史。

相反如果我們能反其道,以慢打快,採用「第一性原理」( First Principle ) 的學習原則,我們的成長曲線就會出現這個模樣 :

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我們在學習的前期,雖然會因自己需不斷訓練和掌握基本原則,而令學習速度變慢,但當我們掌握了整個學科的理念和方法後,學習的能力就會大幅提升。

你可以透過「第一性原理」( First Principle ) ,從底層的規律,以跨領域的方式,不停地活潑游走並累積,而隨著你的知識愈多,你的成長曲線會增長得愈來愈快,而當你能整合的知識愈多,你的知識就開始產生了爆炸性的威力 (股神巴菲特最親密的戰友 Charlie Munger 稱之為「Lollapalooza Effect」),透過這種學習和成長,你會更容易獲得對未來更準確的「預測」,從而獲得先機,成為產業中的新先知。

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鑽研知識的路,從不擁擠

我曾經聽過長輩感嘆 : 「今天是一個資訊和知識爆炸的社會,比起以往互聯網年代前的世界,當年的世界單純和清靜好多。」我認為這個觀念是謬誤,人類文明的發展,本來就是包含著混亂和喧鬧,以往的世界你覺得清靜,是因為訊息傳遞缺乏效率,而訊息內容的力量在傳遞的過程中,也會像熱力傳遞過程中會逐步遞減,所以接受者才不會有現在如直播般的「衝擊」。

同時,我們必須在一片「資訊和知識已爆炸」喧鬧聲,重新分清在這些爆炸中,到底什麼是「資料」、「資訊」和「知識」(這個分類將會在下一篇文章詳細解釋 ),現今的社會爆炸的是「資訊」,更正確來說是「垃圾資訊」,而非知識。知識的製造門檻是極高,並非你說爆就爆,因此鑽研知識的路,是又闊又人煙稀少,你以為人多的部份其實也不過追求快速「學習具體技巧」的方法論人群,它們和我們今天所分享的「第一性原理」( First Principle ) 或底層定律,是完全在處於不同的程度 。

總結今天的分享內容,我們理解了 :

1. 「第一性原理」( First Principle ) 的定義

2. 我們看不到的「第一性原理」( First Principle ) 的原因 : 缺乏「硬學科」訓練、「自以為知道」「急功近利」的學習態度

3. 我們學習「第一性原理」( First Principle ) 的好處 : 獲得長遠累進的成長曲線; 得到對未來的洞見及獲得機遇

由今天起,讓我們一起刻意練習( Deliberate Practice ) :

  1. 最近幾年,有什麼知識是你當初認為是不重要,但後來你才後悔自己沒有早點知道?
  2. 反思自己在上述過程中,有什麼關鍵的事件、人物或原因令你醒覺上述的知識真的很重要?
  3. 嘗試運用「第一性原理」( First Principle ) 的思考方式,發掘出你在學習認知中,那些經常見到但自己卻一直沒有觀察到事情,並找出改良方法,例如 :

為什麼我對數字總是很不敏感?

原來過去我總會以「人類是有血有肉,不能被量化」和「人的靈感直覺比機械式操作更重要」這類借口,輕忽了逃避學習數理 ;

那為什麼我會輕忽數理的重要性?

因為我是人文學科的人,所以每次面對數理相關的問題都會總是很沒有安全感,覺得自己比理科生低人一等……

也許你會有興趣

附註:

Elon Musk Photo Credit http://media2.govtech.com/