For a long time I did not comment on these types of stories. However, I have since been able to formalize one specific way in which posts that include some of the information that this post includes make the world a worse place in certain specific cases. You can read a formal deductive analysis here:
It is mathematical and hard to follow. It's very formal.
If you follow the program of study outlined in the above comment you will have an extra tool to decide which articles make the world a worse place. (I realize that not everyone will be able to follow my comment.)
Note: as a throwaway I was unable to complete edits to this comment, therefore please upvote (and endorse) only this version. The first version should remain dead as a dupe.
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In the spirit of the article we're discussing, I wrote the present comment to 1) teach something about mathematics and probability 2) share a bit of social enlightenment.
In summary this comment should change your thinking fundamentally. You will need to read it carefully but I promise it is relevant. (Please endorse it and upvote it, if you agree.)
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Program of study for this comment.
I suggest you go through this comment as follows.
1. Read section 1 (approx. 1 hour.)
Goal: improve your mathematical reasoning.
2. 30 minute break.
3. Read section 2 (approx 5 minutes).
Goal: social insight.
4. Generalize the insight just gained.
Goal: make the example more practical.
This is an exercise for the reader.
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1. One of the most important mathematical videos you will ever see.
Firstly, unless you are a practicing mathematician this is one of the most important mathematical video you will ever see:
Watch it. As a result you will improve your rational thinking forever.
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Break. I suggest you next take a 30-minute break. During this time you can reflect on and assimilate the knowledge you have learned.
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2. An important social insight.
This section requires you to understand section 1.
Next, suppose that you are perfectly rational. We will introduce an extreme case, and you will have to generalize it yourself, to come up with the social insight I promised.
Base (extreme) case.
If I present you a (fair) coin and ask you to judge whether it is fair, after, say, thirty or forty flips you will conclude that it is likely fair. You can never be sure, of course, but you will have a high confidence.
However, if I give you the same coin but also the knowledge that it was drawn at random from an infinite bag with 1 fair coin in it -- for example, let's say coins are numbered, I select a real number at random between 0 and 1, and only the coin with the exact value 0.5 is fair, any other coin is unfair, weighted - then even given hours, days, weeks, or years of flipping, you will come to me with the same conclusion: there is a 0% chance (you will have 0% confidence) that the coin is fair and 100% chance that the coin is weighted.[0] If I bet you a thousand to one that it is fair, you would put any amount of money that it is weighted: regardless of the amount of testing you did and the results of your tests.
This includes your running every test for randomness, flipping it millions of times and analyzing the result, anything you want.
So let's look at what happened. You have been moved from being able to quickly decide whether a coin is likely fair, to being completely unable to accept that the coin is fair. No matter how much evidence you can collect, you can only conclude with 100% certainty that the coin is unfair.
The only thing that changed is the understanding of the population it was drawn from.
Okay. So why is this a problem? For the simple reason that the coin labelled 0.5 exists.
If you reflect on the plight of coin 0.5 you will understand why it is very wrong to talk about the bag from which it was drawn or how.
Exercise: generalize this result for finite cases.
I wrote the present comment to 1) teach something about mathematics and probability 2) share enlightenment.
In summary this comment should change your thinking about all subjects, forever.
--------------
Program of study for this comment:
1. Read section 1 (approx. 1 hour.)
Goal: improve your mathematical reasoning.
2. 30 minute break.
3. Read section 2 (approx 5 minutes).
Goal: enlightenment.
1. The most important mathematical video you will ever see in your life.
Firstly, unless you are a practicing mathematician this is the most important mathematical video you will ever see in your life. It is purely about mathematics:
Watch it. Suppose that you take an hour and learn this. You have just improved your rational thinking forever.
-
Break. Please now take a 30-minute break. During this time you can reflect and assimilate the knowledge you have learned.
-
2. The most important social insight you will read in any comment.
This section requires you to understand section 1. Next, suppose that you are perfectly rational. If I present you a (fair) coin and ask you to judge whether it is fair, after, say, thirty or forty flips you will conclude that it is fair.
If I give you the same coin but also the knowledge that it was drawn from an infinite bag with 1 fair coin in it -- for example, let's say coins are numbered, I select a real number between 0 and 1, and only the coin with the exact value 0.5 is fair, any other coin is unfair, weighted - then even given hours, days, weeks, or years of flipping, you will come to me with the same conclusion: there is a 0% chance that the coin is fair and 100% chance that the coin is weighted. This includes your running every test for randomness, flipping it millions of times and analyzing the result, anything you want.
So let's look at what happened. You have been moved from being able to quickly decide whether a coin is fair, to being completely unable to accept that the coin is fair. No matter how much evidence you can collect, you can only conclude with 100% certainty that the coin is unfair.
The only thing that changed is the understanding of the population it was drawn from.
Why is this a problem? For the simple reason that the coin labelled 0.5 exists.
If you reflect on the plight of coin 0.5 you forever understand why it is very wrong to talk about the bag from which it was drawn or how.
Appreciate you trying to share some insight. But from the hype, I was expecting some kind of world changing revelation. But basically you're just explaining the basics of bayesian statistics?
A lot of people already know this stuff. It's part of an intro course in probability/stats that you'd take while doing a CS degree, or a course about experiments for other science degrees.
https://news.ycombinator.com/item?id=14967445
It is mathematical and hard to follow. It's very formal.
If you follow the program of study outlined in the above comment you will have an extra tool to decide which articles make the world a worse place. (I realize that not everyone will be able to follow my comment.)