Showing posts with label uncertainty. Show all posts
Showing posts with label uncertainty. Show all posts

Thursday, September 3, 2009

Natural Understanding

Psychologists and cognitive scientists believe that our minds are like Swiss Army Knives - they consist of an array of specialized tools that can be harnessed for various tasks. The base of the tool is called a "substrate" (i.e. the hypothesized location [1] in the brain for the function), and these substrates are used for more than one task - just like you can pound a screw into a board with a hammer if that is all you have the brain uses tools for more than one task [2]. Now take this general understanding of the brain and apply it to how we must understand objects in the physical world in order to manipulate them - it is speculated that we have an "intuitive physics" substrate in our brains [3]. This intuitive physics is one reason physics in school is so difficult - our built in predictions and feelings of how things behave, which work in the real world on the human scale, are actually *wrong*. Our physics teachers do not bother to contrast our built in expectations and how things actually work, and we often cannot move past this. But more importantly than poor teaching is this: if substrates are reused, can we expect our intuitive physics of the physical world to bleed over into our intuitive understanding of the social world?

There is some evidence for this: an interesting study looks at how people expend thought - if they fill out surveys attached to heavier clipboards they will put more thought into their responses. Just like heavy objects require more muscle power, our brains seem to be tricked into thinking that more brain power is required. This is automatic and unconscious. This is suggestive that our intuitive understanding of physics is also used in social and conceptual spaces. And even if the "physics module" of our brain is not specifically resued in a certain situation we may be able to intentionally apply this module to a specific action.

So, what other built in physics understandings do we have? Friction. Inertia. Can we game this natural understanding to guide our actions?

What do we call these terms in social/conceptual spaces? "Transaction costs", and, well, "inertia". We are all familiar with friction - if many steps are required to do something we realize that the friction is simply too great, and we don't bother to start the project or we quickly give up. Even if we know the end is valuable, the effort requried is simply too great [4]. Related to this friction is risk - if 1/20 talks are worth sitting through, then it is most likely not in my interest to go to a talk [5]. Why don't people go to free financial advice talks? They are not free - I will most likely be wasting my time. The "friction" is simply too high - where friction is the wasted energy that depletes ones efforts towards some constructive end. If we really want to improve things for ourselves we act to put friction between us and things we do not want to do, and remove friction from things we want [6]. Don't want to be fat? Don't keep junk food in your house. Block out a time for exercise.

As for inertia, we all know that once we get going we tend to keep going. We can use this intertia principle to trick ourselves into action - working on something for 5 minutes will often turn into an hour, as once we overcome the inertia of inaction continuing motion is easy(er). Or we can do a minimal and small amount of something, and before we realize it we are doing more and have a new habit. The trick here is to use our built in "intuitive" understanding of the mechanical world and apply it to other aspects of our lives, and since the actions will be underpinned with an intuitive feeling of "yeah, this is how stuff works" it will naturally flow.

Want to make better decisions? Apparently just pick up a heavy clipboard and work with it [7]. Build up or remove friction in order to guide actions. Use your knowledge of inertia to get yourself moving. Think about your natural understanding of the physical world, conform your actions to this understanding and you will likely have better results.

Notes:
[1] Sometimes this location is a specific well known area of the brain, well studied by MRI and other imaging studies, and some are not well known or thought to be dispersed over the brain.
[2] Just like we cannot afford all the tools we might like, we cannot have every tool in our brain that we might like. This invariably will lead to using a hammer where a spatula would have been better.
[3] Indeed, it is hard to imagine how we could survive if we did not have an intuitive physics module. We can play catch with ease, just like we can "learn" to count with ease - most of the things that we learn are only learnable as they are largely built in and we simply refine our use of these innate skills.
[4] Consider citations versus hyperlinks. The difference in the effort required to look up an article cited is fairly significant - think about the old fangled days when grandma had to go to the library, look up the book in the index card, hoof over to the shelf, then flip through the bound journal until she got to the article, then read the abstract to see if it is worth reading more. Now we click. An order or two magnitude in transaction costs difference is huge - Hamming's Law: Enough quantitative difference becomes qualitative difference.
[5] Unless I have more information - such as knowing the talk is going to be good via word of mouth, or seeing a well crafted abstract.
[6] An excellent book on this is Nudge: Improving Decisions About Health, Wealth, and Happiness.
[7] We all have heard of the "speaking conch" idea, were a speaker must hold a token and gets the floor. The urban legend is that ancient tribes did this, and this ensures that a free for all doesn't derail discussion. But perhaps the conch was used not to control the audience - but instead to control the speaker; by holding the conch they would more carefully speak due to the weight. Maybe meetings would work out better if people had to hold a 5-10 lb object, and we wouldn't have to sit through mindless and inane chatter...

Friday, July 31, 2009

Risk

Risk. How best to understand & take on appropriate amounts?

The first thing to do is to discriminate between risk tolerance and risk capacity. Many people who take on risk do so because they can tolerate risk, e.g. they either enjoy it or at least can stomach it, and as they do not realize that they do not have the capacity to sustain losses. Compulsive gamblers are like this - if you are a billionaire you can have a large poker allowance and not endanger or risk anything really. You have capacity. If you are holding down a normal 9-5 job, and are barely making your bills, and you have a family to support, well, you do not have the capacity. You may have a high tolerance for risk, but you cannot afford this. Do not delude yourself that you will win and buy your family a good life. Do not mistake a need to win with an ability to win.

What you want to do is overcome fear and increase your tolerance for risk if you cannot confront it, or if you have a high tolerance you will actually want to reduce this and realize that feeding the feeling of risk may not be worth the entry cost. Either way, you must calibrate in a way that accounts for your (perhaps small) capacity. The key to managing risk is capacity.

One thing we should realize is we often have more capacity than we assume - we live in the richest time in history, so "risking" things to take on a career path you love but may not pay much is not much of a real risk - as long as you are prudent and can accept the relative "poverty". You may be relatively poor to others, but on an absolute level you will most likely be fine in terms of finances.

Another thing we must learn is that there are two ways we can risk, let us say that we feel we can stomach a 80% chance that things will turn out well. We can either do this:

(A) Bet everything on something that we judge to have 80% odds.

Or we can do this:

(B) Bet 80% of our stuff (money, time, etc) on something we judge to have 100% odds, and 20% of our stuff on super long shots.

There are a couple of advantages to (B). First of all, it is more secure. No matter what we have 80% of our wealth protected. Betting everything on a 80% chance is foolish, as you have bet away your capacity so you are screwed if you lose; option B takes capacity into account and makes sure we keep the capacity. Secondly, the long odds pay much more if they work out - and can really engage us either way, win or lose, by having us really live risk and put ourselves to the line or try things that are difficult yet rewarding. It is doubtful you will become a great author and write a book that will change lives. But you can spend a chunk of your day working on your book, and without risking your livelihood you will become a better writer and have a shot at making the tome that changes the world. Perhaps 20% of your time is worth this to you.

By accurately judging your capacity for risk you can proportion how much you want to risk on long shots - if I'm a billionaire I can risk millions and millions of my finances, and all of my time, on super long shots. If I'm working myself out of debt or struggling to feed my kids I can risk little finances, and need to keep my job, but can spend some of my time on long shots. Maybe all you have is 10 or 5% of your time you can do this in, after all you want to play with your kids, put food on the table, etc. But I can likely demarcate 5% of my time to writing that script - at the very least you are engaging life, growing, and showing your kid a great lesson (hard work, growth, risk, the idea of capacity, engaging life, struggle, blah blah blah). Yes, it will be hard to scrape up the time, to sit down and do the work. Or to scrape up the courage of doing your all and (most likely) not measuring up the first few (many, every?) times and failing. But it is likely worth it - you will gain in proportion to the difficulty. And maybe you will sell your script and make a difference in the world and get some coin also, or at least have a story worth telling about how your script was turned down in {insert cruel manner here}, or have the ability to tell more compelling and interesting stories to your friends.

Finally, there is risk and there is uncertainty. I used the term risk, but risk is boring and using the term here is somewhat misleading. Risk is known - if I flip a regular coin I have about 50% chance of getting heads. Uncertainty is what is really rewarding. If I have two doors, "write a book" and "do a normal job" I don't know what is behind them - but I can guess that I am most likely going to do OK doing a normal job and will have food on the table, at the cost of an exciting life perhaps. For many of us, e.g. those without rich parents, we do not really have the capacity to have any other realistic choice. It is dangerous and stupid to operate otherwise - especially if others rely on you. Uncertainty is the super long odds - we can't accurately measure the risk, we simply know the odds are against us - way against us. But taking the uncertain path is when we engage life, grow as people, and can really find and create wealth. Many people like the feeling of risk - they gamble a lot, even though the odds are slightly against them (and therefor they will eventually get fleeced of their money); or perhaps they just want to live an engaged and fulfilling life. For some they go in knowing they are paying for the feeling, for others they think they actually will win. But the important thing to know is this - you can usually go through both doors, you can hold down a normal & secure (and perhaps somewhat unengaged) job, and you can spend some time going through the second door of "write that damn book". It is not either/or like in option A - oh, my parents are rich so I can risk a life that has 50% odds, or oh my family is poor so I must take a 90% career. You can pick a very stable job and take super long shots that allow you to grow, find adventure, and live a real life.

Uncertainty is where life is at. Many of us do not have the capacity to afford exploring uncertainty with all of our time, but almost everyone has the capacity to spend some time exploring life. Figure out how much capacity you have, and start spending what you can on living and exploring.

Finally, whatever you do, do not resent your family for "tying you down". You chose your family with your actions, and you choose your life every day. Blaming them for what you do is a feeble excuse, and one that will limit both your and your families joy. Many people seem to fall into this trap, and waste their lives in an unhappy state with an unfulfilling job. You do not have the binary choice of "fun and fulfilling life" versus "terrible and grueling life", if you are anything like most people you have a small capacity so you must toil but you can also live and explore uncertainty with what capacity you do have. Putting blame on your wife or kids will just undercut your joy and undercut your life, you are simply using your family as an excuse for not confronting life - an easy, yet awful, out. As far as excuses go it is pretty poor - you gain nothing but negative feelings and wasted life from it - and yet it seems surprisingly common. Your family is a gift, don't sabotage yourself and resent one of the most important things you can obtain in life.