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Science as curiosity-stopper

[…] But now suppose instead that I don’t go on television. I do not wish to share the power, nor the truth behind it. I want to keep my sorcery secret. And yet I also want to cast my spells whenever and wherever I please. I want to cast my brilliant flare of light so that I can read a book on the train—without anyone becoming curious. Is there a spell that stops curiosity?

Yes indeed! Whenever anyone asks “How did you do that?” I just say “Science!”

Ever since the author pointed this out (and to some extent, ever since I read Lockhart's Lament sometime prior to 2012-12-22), I like to look at things people regard as ordinary, and wonder about them. I still haven't understood how metal wires in a light-bulb make light, but it's a puzzle I'm working on, and the more I understand, the more I appreciate light-bulbs: Joy In the Merely Real.

There was an internet meme making the rounds around 2012: "magnets, how do they work?" I chatted with some people who found it hilarious. I couldn't understand the humor, but then, humor is pointing out something unexpected.

I'm over here just saying "well, I haven't learned yet about magnets"… and while that's interesting, laughing about it would be like laughing at a chair being brown. I already know I don't understand magnets.

Laugh isn't a reaction I could ever have. Engagement, yes, but laugh? At what?

The fact someone else in the world knows the answer to the mystery doesn't make it any less of a magical mystery for you.

This seems related to how when people are given "teacher's passwords" that explain some scientific fact, they may undervalue its surprisingness due to hindsight bias. "I could have predicted that": hindsight devalues science.

If you know how little of your knowledge you could regenerate, perhaps you will feel more shocked (How to feel shocked enough?) and wonder "How can it be? My world-model does not expect this to happen!"

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Created (2 years ago)

Discredited famous studies

To find more statmodeling.stat.columbia.edu/category/zombies/page/10

The Brian Wansink case🔗

arstechnica.com/science/2017/04/the-peer-reviewed-saga-of-mindless-eating-mindless-research-is-bad-too/

(Been called Pizzagate, not to be confused with the Trumpist conspiracy theory also known as Pizzagate)

Brian Wansink and his apprentices did large scale data dredging, aka p-hacking. Most papers now withdrawn. For fun, read the blog post by Wansink that triggered the scrutiny.

Why did peer review not catch this?

“Because peer review doesn’t do this,” Heathers told Ars. The point of peer review has always been for fellow scientists to judge whether a paper is of reasonable quality; reviewers aren't expected to perform an independent analysis of the data.

“Historically, we have not asked peer reviewers to check the statistics,” Brown says. “Perhaps if they were [expected to], they’d be asking for the data set more often.” In fact, without open data—something that’s historically been hit-or-miss—it would be impossible for peer reviewers to validate any numbers.

Peer review is often taken to be a seal of approval on research, but it’s actually more like a small or large quality boost, depending on the reviewers and scientific journal in question. “In general, it still has a good influence on the quality of the literature,” van der Zee said to Ars. But “it’s a wildly human process, and it is extremely capricious,” Heathers points out.

There’s also the question of what’s actually feasible for people. Peer review is unpaid work, Kirschner emphasizes, usually done by researchers on top of their existing heavy workloads, often outside of work hours.

>”Where are the attempts to disprove the conclusion? Science is about the attempting to DISPROVE a result.”

Yep, when I was becoming aware this is one of the first conversations I had in the hallowed academic halls.

me: “Shouldn’t we by trying to disprove our hypothesis, rather than prove it? The null hypothesis should be what we predict will happen.”

prof: blinks and changes subject

The Andrew Wakefield case

The Diederik Stapel case🔗

Tilburg University suspended him in 2011. As of 2015, 58 retractions. He has sockpuppeted on Retraction Watch.

Falsified:

  • Selfishness in carnivores

The Sally Clark case

The Rat Park study

The China Study

Himmicanes🔗

The "himmicanes and hurricanes paper" attempted to show that you can save lives by giving hurricanes male names rather than female names, because a male name is more intimidating so people take more safety measures, while they don't take female hurricanes seriously.

It has been refuted by cite:smithHurricaneNamesBunch2016 ; there were quite a few problems with the original paper.

"Beautiful people have more daughters"

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Quantum

Why care about quantum physics?🔗

EY had many reasons to write about quantum physics, including (emphases mine):

  1. “the many-worlds issue is just about the only case I know of where you can bring the principles of Science and Bayesianism into direct conflict.” It’s important to have different mental buckets for “science” and “rationality”, as they are different concepts. Bringing the two principles into direct conflict is helpful for illustrating what science is and is not, and what rationality is and is not. Otherwise you end up trusting in what you call “science”, which won’t be strict enough. […]
  2. “part of what goes into becoming a rationalist, is learning to live into a counterintuitive world — learning to find things underneath the surface that are unlike the world of surface forms.” Quantum mechanics makes a good introduction to that, when done correctly without the horrible confusion and despair. It breaks you of your belief in an intuitive universe, counters naive realism, destroys your trust in the way that your cognitive algorithms look from inside—and then you’re ready to start seeing your mind as a mind, not as a window onto reality. […]
  3. "But there were physicists talking complete nonsense about Occam’s Razor without knowing the probability theory of it, so my hand was forced" […]
  4. “knowing about many worlds, helps you visualize probabilities as frequencies, which is helpful to many points I want to make.” […]
  5. “reducing time to non-time is a powerful example of the principle, in reductionism, that you should reduce something to something other than itself.” […]
  6. “transhumanist mailing lists have been arguing about issues of personal identity for years, and a tremendous amount of time has been wasted on it.” Probably most who argue, will not bother to read what I have set forth; but if it stops any intelligent folk from wasting further time, that too is a benefit. […]

In summary,

  1. Case study of where science as a social toolkit breaks down, and you need to seriously understand Occam's Razor
  2. Learning to live in a counterintuitive world
  3. Using many-worlds to help you visualize probabilities as frequencies (although I suppose you don't need to accept MWI to use it as a metaphor)
  4. Issues of personal identity / continuity of consciousness

seems to me there is also something it could say with anthropic reasoning involved, about your location in the multiverse?

The Born probabilities

Related

  • Physics
  • Evidence behind many-worlds

What links here

Created (2 years ago)

Non-Occam

[…] This is not the same question as “How do I argue Occam’s Razor to a hypothetical debater who has not already accepted it?”

Perhaps you cannot argue anything to a hypothetical debater who has not accepted Occam’s Razor, just as you cannot argue anything to a rock. A mind needs a certain amount of dynamic structure to be an argument-acceptor. If a mind doesn’t implement Modus Ponens, it can accept “A” and “A->B” all day long without ever producing “B”. How do you justify Modus Ponens to a mind that hasn’t accepted it? How do you argue a rock into becoming a mind?

Our minds implement Modus Ponens, Occamian priors and other fundamentals, and they make sense to us because we are built with them. We believe the validity of modus ponens because we fundamentally work by modus ponens!

So at some point when you reach up against questioning modus ponens, you end up in a sort of reflective loop. (www.greaterwrong.com/posts/C8nEXTcjZb9oauTCW/where-recursive-justification-hits-bottom)

And what about trusting reflective coherence in general? Wouldn’t most possible minds, randomly generated and allowed to settle into a state of reflective coherence, be incorrect? Ah, but we evolved by natural selection; we were not generated randomly.

So, at the end of the day, what happens when someone keeps asking me “Why do you believe what you believe?”

At present, I start going around in a loop at the point where I explain, “I predict the future as though it will resemble the past on the simplest and most stable level of organization I can identify, because previously, this rule has usually worked to generate good results; and using the simple assumption of a simple universe, I can see why it generates good results; and I can even see how my brain might have evolved to be able to observe the universe with some degree of accuracy, if my observations are correct.”

But then… haven’t I just licensed circular logic?

Actually, I’ve just licensed reflecting on your mind’s degree of trustworthiness, using your current mind as opposed to something else.

Even if you classify this reasoning as circular logic, it's a rather specific subtype.

A reflective loop of this sort is a bit different from the circular logic of "my blind faith was placed in me by God, and is therefore trustworthy" – for one thing, the latter doubles as a stopsign. You can unpack that sentence and its origins if you want to, but you decide there's nothing more to do and stop there, whereas with the reflective loop it's not just you. Every philosopher agrees there's nothing more to do from within the mind of the reflecter.

In point of fact, when religious people finally come to reject the Bible, they do not do so by magically jumping to a non-religious state of pure emptiness, and then evaluating their religious beliefs in that non-religious state of mind, and then jumping back to a new state with their religious beliefs removed.

People go from being religious, to being non-religious, because even in a religious state of mind, doubt seeps in. They notice [examples] and it doesn’t seem to make sense even under their own religious premises.

Being religious doesn’t make you less than human. Your brain still has the abilities of a human brain. The dangerous part is that being religious might stop you from applying those native abilities to your religion—stop you from reflecting fully on yourself. People don’t heal their errors by resetting themselves to an ideal philosopher of pure emptiness and reconsidering all their sensory experiences from scratch. They heal themselves by becoming more willing to question their current beliefs, using more of the power of their current mind.

All that is to demonstrate that questioning Occam's Razor is asking you to step outside your own mind, which is asking the impossible. Even a superintelligence can't do that. You can guess what an alternate brain-design might conclude, but you'd never agree that those conclusions make sense!


There are possible minds in mind design space who have anti-Occamian and anti-Laplacian priors; they believe that simpler theories are less likely to be correct, and that the more often something happens, the less likely it is to happen again.

And when you ask these strange beings why they keep using priors that never seem to work in real life… they reply, “Because it’s never worked for us before!”

[…]

When I examine the causal history of my brain—its origins in natural selection—I find, on the one hand, all sorts of specific reasons for doubt; my brain was optimized to run on the ancestral savanna, not to do math. But on the other hand, it’s also clear why, loosely speaking, it’s possible that the brain really could work. Natural selection would have quickly eliminated brains so completely unsuited to reasoning, so anti-helpful, as anti-Occamian or anti-Laplacian priors.

So what I did in practice, does not amount to declaring a sudden halt to questioning and justification. I’m not halting the chain of examination at the point that I encounter Occam’s Razor, or my brain, or some other unquestionable. The chain of examination continues—but it continues, unavoidably, using my current brain and my current grasp on reasoning techniques. What else could I possibly use?

[…] Still… wouldn’t it be nice if we could examine the problem of how much to trust our brains without using our current intelligence? Wouldn’t it be nice if we could examine the problem of how to think, Without using our current grasp of rationality?

When you phrase it that way, it starts looking like the answer might be “No”.

I don't entirely buy it yet. If those alien minds with anti-Occamian priors were to go ahead and doubt their own priors the same way some armchair philosophers argue we can doubt Occam's Razor, perhaps that gives them a chance to "escape" their poor mind-design. Is it not possible to find some principled approach, some way to explore fuzzing our own priors and finding out what's actually best? Their counterpart to Eliezer might argue, as does ours, that doing so would abandon what they know as good reasoning, which is the last thing you want to do when debugging your own reasoning. Only, their Eliezer would actually be wrong (by our judgment) – it'd actually be good for them to abandon their priors (by our judgment).

As per that parable of the deluded patient who believes he's a psychiatrist and that his psychiatrist is his patient, but agrees to take a drug that cures the delusion together with the psychiatrist, and then whichever one was deluded, "the patient makes a full recovery" – should we not try, too?

I admit I cannot imagine the particulars.

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Created (2 years ago)
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