nhaliday + ends-means   21

Ask HN: Getting into NLP in 2018? | Hacker News
syllogism (spaCy author):
I think it's probably a bad strategy to try to be the "NLP guy" to potential employers. You'd do much better off being a software engineer on a project with people with ML or NLP expertise.

NLP projects fail a lot. If you line up a job as a company's first NLP person, you'll probably be setting yourself up for failure. You'll get handed an idea that can't work, you won't know enough about how to push back to change it into something that might, etc. After the project fails, you might get a chance to fail at a second one, but maybe not a third. This isn't a great way to move into any new field.

I think a cunning plan would be to angle to be the person who "productionises" models.
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Basically, don't just work on having more powerful solutions. Make sure you've tried hard to have easier problems as well --- that part tends to be higher leverage.

https://news.ycombinator.com/item?id=14008752
https://news.ycombinator.com/item?id=12916498
https://algorithmia.com/blog/introduction-natural-language-processing-nlp
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10 weeks ago by nhaliday
Two Performance Aesthetics: Never Miss a Frame and Do Almost Nothing - Tristan Hume
I’ve noticed when I think about performance nowadays that I think in terms of two different aesthetics. One aesthetic, which I’ll call Never Miss a Frame, comes from the world of game development and is focused on writing code that has good worst case performance by making good use of the hardware. The other aesthetic, which I’ll call Do Almost Nothing comes from a more academic world and is focused on algorithmically minimizing the work that needs to be done to the extent that there’s barely any work left, paying attention to the performance at all scales.

[ed.: Neither of these exactly matches TCS performance PoV but latter is closer (the focus on diffs is kinda weird).]

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Never Miss a Frame

In game development the most important performance criteria is that your game doesn’t miss frame deadlines. You have a target frame rate and if you miss the deadline for the screen to draw a new frame your users will notice the jank. This leads to focusing on the worst case scenario and often having fixed maximum limits for various quantities. This property can also be important in areas other than game development, like other graphical applications, real-time audio, safety-critical systems and many embedded systems. A similar dynamic occurs in distributed systems where one server needs to query 100 others and combine the results, you’ll wait for the slowest of the 100 every time so speeding up some of them doesn’t make the query faster, and queries occasionally taking longer (e.g because of garbage collection) will impact almost every request!

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In this kind of domain you’ll often run into situations where in the worst case you can’t avoid processing a huge number of things. This means you need to focus your effort on making the best use of the hardware by writing code at a low level and paying attention to properties like cache size and memory bandwidth.

Projects with inviolable deadlines need to adjust different factors than speed if the code runs too slow. For example a game might decrease the size of a level or use a more efficient but less pretty rendering technique.

Aesthetically: Data should be tightly packed, fixed size, and linear. Transcoding data to and from different formats is wasteful. Strings and their variable lengths and inefficient operations must be avoided. Only use tools that allow you to work at a low level, even if they’re annoying, because that’s the only way you can avoid piles of fixed costs making everything slow. Understand the machine and what your code does to it.

Personally I identify this aesthetic most with Jonathan Blow. He has a very strong personality and I’ve watched enough of videos of him that I find imagining “What would Jonathan Blow say?” as a good way to tap into this aesthetic. My favourite articles about designs following this aesthetic are on the Our Machinery Blog.

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Do Almost Nothing

Sometimes, it’s important to be as fast as you can in all cases and not just orient around one deadline. The most common case is when you simply have to do something that’s going to take an amount of time noticeable to a human, and if you can make that time shorter in some situations that’s great. Alternatively each operation could be fast but you may run a server that runs tons of them and you’ll save on server costs if you can decrease the load of some requests. Another important case is when you care about power use, for example your text editor not rapidly draining a laptop’s battery, in this case you want to do the least work you possibly can.

A key technique for this approach is to never recompute something from scratch when it’s possible to re-use or patch an old result. This often involves caching: keeping a store of recent results in case the same computation is requested again.

The ultimate realization of this aesthetic is for the entire system to deal only in differences between the new state and the previous state, updating data structures with only the newly needed data and discarding data that’s no longer needed. This way each part of the system does almost no work because ideally the difference from the previous state is very small.

Aesthetically: Data must be in whatever structure scales best for the way it is accessed, lots of trees and hash maps. Computations are graphs of inputs and results so we can use all our favourite graph algorithms to optimize them! Designing optimal systems is hard so you should use whatever tools you can to make it easier, any fixed cost they incur will be made negligible when you optimize away all the work they need to do.

Personally I identify this aesthetic most with my friend Raph Levien and his articles about the design of the Xi text editor, although Raph also appreciates the other aesthetic and taps into it himself sometimes.

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_I’m conflating the axes of deadline-oriented vs time-oriented and low-level vs algorithmic optimization, but part of my point is that while they are different, I think these axes are highly correlated._

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Text Editors

Sublime Text is a text editor that mostly follows the Never Miss a Frame approach. ...

The Xi Editor is designed to solve this problem by being designed from the ground up to grapple with the fact that some operations, especially those interacting with slow compilers written by other people, can’t be made instantaneous. It does this using a fancy asynchronous plugin model and lots of fancy data structures.
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Compilers

Jonathan Blow’s Jai compiler is clearly designed with the Never Miss a Frame aesthetic. It’s written to be extremely fast at every level, and the language doesn’t have any features that necessarily lead to slow compiles. The LLVM backend wasn’t fast enough to hit his performance goals so he wrote an alternative backend that directly writes x86 code to a buffer without doing any optimizations. Jai compiles something like 100,000 lines of code per second. Designing both the language and compiler to not do anything slow lead to clean build performance 10-100x faster than other commonly-used compilers. Jai is so fast that its clean builds are faster than most compilers incremental builds on common project sizes, due to limitations in how incremental the other compilers are.

However, Jai’s compiler is still O(n) in the codebase size where incremental compilers can be O(n) in the size of the change. Some compilers like the work-in-progress rust-analyzer and I think also Roslyn for C# take a different approach and focus incredibly hard on making everything fully incremental. For small changes (the common case) this can let them beat Jai and respond in milliseconds on arbitrarily large projects, even if they’re slower on clean builds.

Conclusion
I find both of these aesthetics appealing, but I also think there’s real trade-offs that incentivize leaning one way or the other for a given project. I think people having different performance aesthetics, often because one aesthetic really is better suited for their domain, is the source of a lot of online arguments about making fast systems. The different aesthetics also require different bases of knowledge to pursue, like knowledge of data-oriented programming in C++ vs knowledge of abstractions for incrementality like Adapton, so different people may find that one approach seems way easier and better for them than the other.

I try to choose how to dedicate my effort to pursuing each aesthetics on a per project basis by trying to predict how effort in each direction would help. Some projects I know if I code it efficiently it will always hit the performance deadline, others I know a way to drastically cut down on work by investing time in algorithmic design, some projects need a mix of both. Personally I find it helpful to think of different programmers where I have a good sense of their aesthetic and ask myself how they’d solve the problem. One reason I like Rust is that it can do both low-level optimization and also has a good ecosystem and type system for algorithmic optimization, so I can more easily mix approaches in one project. In the end the best approach to follow depends not only on the task, but your skills or the skills of the team working on it, as well as how much time you have to work towards an ambitious design that may take longer for a better result.
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september 2019 by nhaliday
“Give Anything” | An Algorithmic Lucidity
As a freshman on my high school's cross country team, our captain told me that to be a good runner, you needed to love pain.

I objected: a great runner could love to race, I said, and endure the pain only for the sake of competing and winning.

It's only fifteen years later (practically one foot in the grave), that I now see that I was wrong and he was right.
ratty  techtariat  aphorism  running  fitness  stoic  impetus  ends-means  biases  emotion  endurance  cost-benefit  tradeoffs 
march 2019 by nhaliday
Lateralization of brain function - Wikipedia
Language
Language functions such as grammar, vocabulary and literal meaning are typically lateralized to the left hemisphere, especially in right handed individuals.[3] While language production is left-lateralized in up to 90% of right-handers, it is more bilateral, or even right-lateralized, in approximately 50% of left-handers.[4]

Broca's area and Wernicke's area, two areas associated with the production of speech, are located in the left cerebral hemisphere for about 95% of right-handers, but about 70% of left-handers.[5]:69

Auditory and visual processing
The processing of visual and auditory stimuli, spatial manipulation, facial perception, and artistic ability are represented bilaterally.[4] Numerical estimation, comparison and online calculation depend on bilateral parietal regions[6][7] while exact calculation and fact retrieval are associated with left parietal regions, perhaps due to their ties to linguistic processing.[6][7]

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Depression is linked with a hyperactive right hemisphere, with evidence of selective involvement in "processing negative emotions, pessimistic thoughts and unconstructive thinking styles", as well as vigilance, arousal and self-reflection, and a relatively hypoactive left hemisphere, "specifically involved in processing pleasurable experiences" and "relatively more involved in decision-making processes".

Chaos and Order; the right and left hemispheres: https://orthosphere.wordpress.com/2018/05/23/chaos-and-order-the-right-and-left-hemispheres/
In The Master and His Emissary, Iain McGilchrist writes that a creature like a bird needs two types of consciousness simultaneously. It needs to be able to focus on something specific, such as pecking at food, while it also needs to keep an eye out for predators which requires a more general awareness of environment.

These are quite different activities. The Left Hemisphere (LH) is adapted for a narrow focus. The Right Hemisphere (RH) for the broad. The brains of human beings have the same division of function.

The LH governs the right side of the body, the RH, the left side. With birds, the left eye (RH) looks for predators, the right eye (LH) focuses on food and specifics. Since danger can take many forms and is unpredictable, the RH has to be very open-minded.

The LH is for narrow focus, the explicit, the familiar, the literal, tools, mechanism/machines and the man-made. The broad focus of the RH is necessarily more vague and intuitive and handles the anomalous, novel, metaphorical, the living and organic. The LH is high resolution but narrow, the RH low resolution but broad.

The LH exhibits unrealistic optimism and self-belief. The RH has a tendency towards depression and is much more realistic about a person’s own abilities. LH has trouble following narratives because it has a poor sense of “wholes.” In art it favors flatness, abstract and conceptual art, black and white rather than color, simple geometric shapes and multiple perspectives all shoved together, e.g., cubism. Particularly RH paintings emphasize vistas with great depth of field and thus space and time,[1] emotion, figurative painting and scenes related to the life world. In music, LH likes simple, repetitive rhythms. The RH favors melody, harmony and complex rhythms.

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Schizophrenia is a disease of extreme LH emphasis. Since empathy is RH and the ability to notice emotional nuance facially, vocally and bodily expressed, schizophrenics tend to be paranoid and are often convinced that the real people they know have been replaced by robotic imposters. This is at least partly because they lose the ability to intuit what other people are thinking and feeling – hence they seem robotic and suspicious.

Oswald Spengler’s The Decline of the West as well as McGilchrist characterize the West as awash in phenomena associated with an extreme LH emphasis. Spengler argues that Western civilization was originally much more RH (to use McGilchrist’s categories) and that all its most significant artistic (in the broadest sense) achievements were triumphs of RH accentuation.

The RH is where novel experiences and the anomalous are processed and where mathematical, and other, problems are solved. The RH is involved with the natural, the unfamiliar, the unique, emotions, the embodied, music, humor, understanding intonation and emotional nuance of speech, the metaphorical, nuance, and social relations. It has very little speech, but the RH is necessary for processing all the nonlinguistic aspects of speaking, including body language. Understanding what someone means by vocal inflection and facial expressions is an intuitive RH process rather than explicit.

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RH is very much the center of lived experience; of the life world with all its depth and richness. The RH is “the master” from the title of McGilchrist’s book. The LH ought to be no more than the emissary; the valued servant of the RH. However, in the last few centuries, the LH, which has tyrannical tendencies, has tried to become the master. The LH is where the ego is predominantly located. In split brain patients where the LH and the RH are surgically divided (this is done sometimes in the case of epileptic patients) one hand will sometimes fight with the other. In one man’s case, one hand would reach out to hug his wife while the other pushed her away. One hand reached for one shirt, the other another shirt. Or a patient will be driving a car and one hand will try to turn the steering wheel in the opposite direction. In these cases, the “naughty” hand is usually the left hand (RH), while the patient tends to identify herself with the right hand governed by the LH. The two hemispheres have quite different personalities.

The connection between LH and ego can also be seen in the fact that the LH is competitive, contentious, and agonistic. It wants to win. It is the part of you that hates to lose arguments.

Using the metaphor of Chaos and Order, the RH deals with Chaos – the unknown, the unfamiliar, the implicit, the emotional, the dark, danger, mystery. The LH is connected with Order – the known, the familiar, the rule-driven, the explicit, and light of day. Learning something means to take something unfamiliar and making it familiar. Since the RH deals with the novel, it is the problem-solving part. Once understood, the results are dealt with by the LH. When learning a new piece on the piano, the RH is involved. Once mastered, the result becomes a LH affair. The muscle memory developed by repetition is processed by the LH. If errors are made, the activity returns to the RH to figure out what went wrong; the activity is repeated until the correct muscle memory is developed in which case it becomes part of the familiar LH.

Science is an attempt to find Order. It would not be necessary if people lived in an entirely orderly, explicit, known world. The lived context of science implies Chaos. Theories are reductive and simplifying and help to pick out salient features of a phenomenon. They are always partial truths, though some are more partial than others. The alternative to a certain level of reductionism or partialness would be to simply reproduce the world which of course would be both impossible and unproductive. The test for whether a theory is sufficiently non-partial is whether it is fit for purpose and whether it contributes to human flourishing.

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Analytic philosophers pride themselves on trying to do away with vagueness. To do so, they tend to jettison context which cannot be brought into fine focus. However, in order to understand things and discern their meaning, it is necessary to have the big picture, the overview, as well as the details. There is no point in having details if the subject does not know what they are details of. Such philosophers also tend to leave themselves out of the picture even when what they are thinking about has reflexive implications. John Locke, for instance, tried to banish the RH from reality. All phenomena having to do with subjective experience he deemed unreal and once remarked about metaphors, a RH phenomenon, that they are “perfect cheats.” Analytic philosophers tend to check the logic of the words on the page and not to think about what those words might say about them. The trick is for them to recognize that they and their theories, which exist in minds, are part of reality too.

The RH test for whether someone actually believes something can be found by examining his actions. If he finds that he must regard his own actions as free, and, in order to get along with other people, must also attribute free will to them and treat them as free agents, then he effectively believes in free will – no matter his LH theoretical commitments.

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We do not know the origin of life. We do not know how or even if consciousness can emerge from matter. We do not know the nature of 96% of the matter of the universe. Clearly all these things exist. They can provide the subject matter of theories but they continue to exist as theorizing ceases or theories change. Not knowing how something is possible is irrelevant to its actual existence. An inability to explain something is ultimately neither here nor there.

If thought begins and ends with the LH, then thinking has no content – content being provided by experience (RH), and skepticism and nihilism ensue. The LH spins its wheels self-referentially, never referring back to experience. Theory assumes such primacy that it will simply outlaw experiences and data inconsistent with it; a profoundly wrong-headed approach.

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Gödel’s Theorem proves that not everything true can be proven to be true. This means there is an ineradicable role for faith, hope and intuition in every moderately complex human intellectual endeavor. There is no one set of consistent axioms from which all other truths can be derived.

Alan Turing’s proof of the halting problem proves that there is no effective procedure for finding effective procedures. Without a mechanical decision procedure, (LH), when it comes to … [more]
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september 2018 by nhaliday
Science - Wikipedia
In Northern Europe, the new technology of the printing press was widely used to publish many arguments, including some that disagreed widely with contemporary ideas of nature. René Descartes and Francis Bacon published philosophical arguments in favor of a new type of non-Aristotelian science. Descartes emphasized individual thought and argued that mathematics rather than geometry should be used in order to study nature. Bacon emphasized the importance of experiment over contemplation. Bacon further questioned the Aristotelian concepts of formal cause and final cause, and promoted the idea that science should study the laws of "simple" natures, such as heat, rather than assuming that there is any specific nature, or "formal cause," of each complex type of thing. This new modern science began to see itself as describing "laws of nature". This updated approach to studies in nature was seen as mechanistic. Bacon also argued that science should aim for the first time at practical inventions for the improvement of all human life.

Age of Enlightenment

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During this time, the declared purpose and value of science became producing wealth and inventions that would improve human lives, in the materialistic sense of having more food, clothing, and other things. In Bacon's words, "the real and legitimate goal of sciences is the endowment of human life with new inventions and riches", and he discouraged scientists from pursuing intangible philosophical or spiritual ideas, which he believed contributed little to human happiness beyond "the fume of subtle, sublime, or pleasing speculation".[72]
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august 2018 by nhaliday
Reconsidering epistemological scepticism – Dividuals
I blogged before about how I consider an epistemological scepticism fully compatible with being conservative/reactionary. By epistemological scepticism I mean the worldview where concepts, categories, names, classes aren’t considered real, just useful ways to categorize phenomena, but entirely mental constructs, basically just tools. I think you can call this nominalism as well. The nominalism-realism debate was certainly about this. What follows is the pro-empirical worldview where logic and reasoning is considered highly fallible: hence you don’t think and don’t argue too much, you actually look and check things instead. You rely on experience, not reasoning.

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Anyhow, the argument is that there are classes, which are indeed artificial, and there are kinds, which are products of natural forces, products of causality.

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And the deeper – Darwinian – argument, unspoken but obvious, is that any being with a model of reality that does not conform to such real clumps, gets eaten by a grue.

This is impressive. It seems I have to extend my one-variable epistemology to a two-variable epistemology.

My former epistemology was that we generally categorize things according to their uses or dangers for us. So “chair” is – very roughly – defined as “anything we can sit on”. Similarly, we can categorize “predator” as “something that eats us or the animals that are useful for us”.

The unspoken argument against this is that the universe or the biosphere exists neither for us nor against us. A fox can eat your rabbits and a lion can eat you, but they don’t exist just for the sake of making your life difficult.

Hence, if you interpret phenomena only from the viewpoint of their uses or dangers for humans, you get only half the picture right. The other half is what it really is and where it came from.

Copying is everything: https://dividuals.wordpress.com/2015/12/14/copying-is-everything/
Philosophy professor Ruth Millikan’s insight that everything that gets copied from an ancestor has a proper function or teleofunction: it is whatever feature or function that made it and its ancestor selected for copying, in competition with all the other similar copiable things. This would mean Aristotelean teleology is correct within the field of copyable things, replicators, i.e. within biology, although in physics still obviously incorrect.

Darwinian Reactionary drew attention to it two years ago and I still don’t understand why didn’t it generate a bigger buzz. It is an extremely important insight.

I mean, this is what we were waiting for, a proper synthesis of science and philosophy, and a proper way to rescue Aristotelean teleology, which leads to so excellent common-sense predictions that intuitively it cannot be very wrong, yet modern philosophy always denied it.

The result from that is the briding of the fact-value gap and burying the naturalistic fallacy: we CAN derive values from facts: a thing is good if it is well suitable for its natural purpose, teleofunction or proper function, which is the purpose it was selected for and copied for, the purpose and the suitability for the purpose that made the ancestors of this thing selected for copying, instead of all the other potential, similar ancestors.

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What was humankind selected for? I am afraid, the answer is kind of ugly.

Men were selected to compete between groups, the cooperate within groups largely for coordinating for the sake of this competition, and have a low-key competition inside the groups as well for status and leadership. I am afraid, intelligence is all about organizing elaborate tribal raids: “coalitionary arms races”. The most civilized case, least brutal but still expensive case is arms races in prestige status, not dominance status: when Ancient Athens buildt pretty buildings and modern France built the TGV and America sent a man to the Moon in order to gain “gloire” i.e. the prestige type respect and status amongst the nations, the larger groups of mankind. If you are the type who doesn’t like blood, you should probably focus on these kinds of civilized, prestige-project competitions.

Women were selected for bearing children, for having strong and intelligent sons therefore having these heritable traits themselves (HBD kind of contradicts the more radically anti-woman aspects of RedPillery: marry a weak and stupid but attractive silly-blondie type woman and your son’s won’t be that great either), for pleasuring men and in some rarer but existing cases, to be true companions and helpers of their husbands.

https://en.wikipedia.org/wiki/Four_causes
- Matter: a change or movement's material cause, is the aspect of the change or movement which is determined by the material that composes the moving or changing things. For a table, that might be wood; for a statue, that might be bronze or marble.
- Form: a change or movement's formal cause, is a change or movement caused by the arrangement, shape or appearance of the thing changing or moving. Aristotle says for example that the ratio 2:1, and number in general, is the cause of the octave.
- Agent: a change or movement's efficient or moving cause, consists of things apart from the thing being changed or moved, which interact so as to be an agency of the change or movement. For example, the efficient cause of a table is a carpenter, or a person working as one, and according to Aristotle the efficient cause of a boy is a father.
- End or purpose: a change or movement's final cause, is that for the sake of which a thing is what it is. For a seed, it might be an adult plant. For a sailboat, it might be sailing. For a ball at the top of a ramp, it might be coming to rest at the bottom.

https://en.wikipedia.org/wiki/Proximate_and_ultimate_causation
A proximate cause is an event which is closest to, or immediately responsible for causing, some observed result. This exists in contrast to a higher-level ultimate cause (or distal cause) which is usually thought of as the "real" reason something occurred.

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- Ultimate causation explains traits in terms of evolutionary forces acting on them.
- Proximate causation explains biological function in terms of immediate physiological or environmental factors.
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july 2018 by nhaliday
Contingent, Not Arbitrary | Truth is contingent on what is, not on what we wish to be true.
A vital attribute of a value system of any kind is that it works. I consider this a necessary (but not sufficient) condition for goodness. A value system, when followed, should contribute to human flourishing and not produce results that violate its core ideals. This is a pragmatic, I-know-it-when-I-see-it definition. I may refine it further if the need arises.

I think that the prevailing Western values fail by this standard. I will not spend much time arguing this; many others have already. If you reject this premise, this blog may not be for you.

I consider old traditions an important source of wisdom: they have proven their worth over centuries of use. Where they agree, we should listen. Where they disagree, we should figure out why. Where modernity departs from tradition, we should be wary of the new.

Tradition has one nagging problem: it was abandoned by the West. How and why did that happen? I consider this a central question. I expect the reasons to be varied and complex. Understanding them seems necessary if we are to fix what may have been broken.

In short, I want to answer these questions:

1. How do values spread and persist? An ideology does no good if no one holds it.
2. Which values do good? Sounding good is worse than useless if it leads to ruin.

The ultimate hope would be to find a way to combine the two. Many have tried and failed. I don’t expect to succeed either, but I hope I’ll manage to clarify the questions.

Christianity Is The Schelling Point: https://contingentnotarbitrary.com/2018/02/22/christianity-is-the-schelling-point/
Restoring true Christianity is both necessary and sufficient for restoring civilization. The task is neither easy nor simple but that’s what it takes. It is also our best chance of weathering the collapse if that’s too late to avoid.

Christianity is the ultimate coordination mechanism: it unites us with a higher purpose, aligns us with the laws of reality and works on all scales, from individuals to entire civilizations. Christendom took over the world and then lost it when its faith faltered. Historically and culturally, Christianity is the unique Schelling point for the West – or it would be if we could agree on which church (if any) was the true one.

Here are my arguments for true Christianity as the Schelling point. I hope to demonstrate these points in subsequent posts; for now I’ll just list them.

- A society of saints is the most powerful human arrangement possible. It is united in purpose, ideologically stable and operates in harmony with natural law. This is true independent of scale and organization: from military hierarchy to total decentralization, from persecuted minority to total hegemony. Even democracy works among saints – that’s why it took so long to fail.
- There is such a thing as true Christianity. I don’t know how to pinpoint it but it does exist; that holds from both secular and religious perspectives. Our task is to converge on it the best we can.
- Don’t worry too much about the existence of God. I’m proof that you don’t need that assumption in order to believe – it helps but isn’t mandatory.

Pascal’s Wager never sat right with me. Now I know why: it’s a sucker bet. Let’s update it.

If God exists, we must believe because our souls and civilization depend on it. If He doesn’t exist, we must believe because civilization depends on it.

Morality Should Be Adaptive: http://www.overcomingbias.com/2012/04/morals-should-be-adaptive.html
I agree with this
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april 2018 by nhaliday
Scientia potentia est - Wikipedia
The phrase "scientia potentia est" (or "scientia est potentia" or also "scientia potestas est") is a Latin aphorism meaning "knowledge is power". It is commonly attributed to Sir Francis Bacon, although there is no known occurrence of this precise phrase in Bacon's English or Latin writings. However, the expression "ipsa scientia potestas est" ('knowledge itself is power') occurs in Bacon's Meditationes Sacrae (1597). The exact phrase "scientia potentia est" was written for the first time in the 1668 version of the work Leviathan by Thomas Hobbes, who was secretary to Bacon as a young man.

The related phrase "sapientia est potentia" is often translated as "wisdom is power".[1]
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february 2018 by nhaliday
Trust, Trolleys and Social Dilemmas: A Replication Study
Overall, the present studies clearly confirmed the main finding of Everett et al., that deontologists are more trusted than consequentialists in social dilemma games. Study 1 replicates Everett et al.’s effect in the context of trust games. Study 2 generalizes the effect to public goods games, thus demonstrating that it is not specific to the type of social dilemma game used in Everett et al. Finally, both studies build on these results by demonstrating that the increased trust in deontologists may sometimes, but not always, be warranted: deontologists displayed increased cooperation rates but only in the public goods game and not in trust games.

The Adaptive Utility of Deontology: Deontological Moral Decision-Making Fosters Perceptions of Trust and Likeability: https://sci-hub.tw/http://link.springer.com/article/10.1007/s40806-016-0080-6
Consistent with previous research, participants liked and trusted targets whose decisions were consistent with deontological motives more than targets whose decisions were more consistent with utilitarian motives; this effect was stronger for perceptions of trust. Additionally, women reported greater dislike for targets whose decisions were consistent with utilitarianism than men. Results suggest that deontological moral reasoning evolved, in part, to facilitate positive relations among conspecifics and aid group living and that women may be particularly sensitive to the implications of the various motives underlying moral decision-making.

Inference of Trustworthiness From Intuitive Moral Judgments: https://sci-hub.tw/10.1037/xge0000165

Exposure to moral relativism compromises moral behavior: https://sci-hub.tw/http://www.sciencedirect.com/science/article/pii/S0022103113001339

Is utilitarian sacrifice becoming more morally permissible?: http://cushmanlab.fas.harvard.edu/docs/Hannikainanetal_2017.pdf

Disgust and Deontology: http://journals.sagepub.com/doi/abs/10.1177/1948550617732609
Trait Sensitivity to Contamination Promotes a Preference for Order, Hierarchy, and Rule-Based Moral Judgment

We suggest that a synthesis of these two literatures points to one specific emotion (disgust) that reliably predicts one specific type of moral judgment (deontological). In all three studies, we found that trait disgust sensitivity predicted more extreme deontological judgment.

The Influence of (Dis)belief in Free Will on Immoral Behavior: https://www.frontiersin.org/articles/10.3389/fpsyg.2017.00020/full

Beyond Sacrificial Harm: A Two-Dimensional Model of Utilitarian Psychology.: http://psycnet.apa.org/record/2017-57422-001
Recent research has relied on trolley-type sacrificial moral dilemmas to study utilitarian versus nonutilitarian modes of moral decision-making. This research has generated important insights into people’s attitudes toward instrumental harm—that is, the sacrifice of an individual to save a greater number. But this approach also has serious limitations. Most notably, it ignores the positive, altruistic core of utilitarianism, which is characterized by impartial concern for the well-being of everyone, whether near or far. Here, we develop, refine, and validate a new scale—the Oxford Utilitarianism Scale—to dissociate individual differences in the ‘negative’ (permissive attitude toward instrumental harm) and ‘positive’ (impartial concern for the greater good) dimensions of utilitarian thinking as manifested in the general population. We show that these are two independent dimensions of proto-utilitarian tendencies in the lay population, each exhibiting a distinct psychological profile. Empathic concern, identification with the whole of humanity, and concern for future generations were positively associated with impartial beneficence but negatively associated with instrumental harm; and although instrumental harm was associated with subclinical psychopathy, impartial beneficence was associated with higher religiosity. Importantly, although these two dimensions were independent in the lay population, they were closely associated in a sample of moral philosophers. Acknowledging this dissociation between the instrumental harm and impartial beneficence components of utilitarian thinking in ordinary people can clarify existing debates about the nature of moral psychology and its relation to moral philosophy as well as generate fruitful avenues for further research. (PsycINFO Database Record (c) 2017 APA, all rights reserved)

A breakthrough in moral psychology: https://nintil.com/2017/12/28/a-breakthrough-in-moral-psychology/

Gender Differences in Responses to Moral Dilemmas: A Process Dissociation Analysis: https://www.ncbi.nlm.nih.gov/pubmed/25840987
The principle of deontology states that the morality of an action depends on its consistency with moral norms; the principle of utilitarianism implies that the morality of an action depends on its consequences. Previous research suggests that deontological judgments are shaped by affective processes, whereas utilitarian judgments are guided by cognitive processes. The current research used process dissociation (PD) to independently assess deontological and utilitarian inclinations in women and men. A meta-analytic re-analysis of 40 studies with 6,100 participants indicated that men showed a stronger preference for utilitarian over deontological judgments than women when the two principles implied conflicting decisions (d = 0.52). PD further revealed that women exhibited stronger deontological inclinations than men (d = 0.57), while men exhibited only slightly stronger utilitarian inclinations than women (d = 0.10). The findings suggest that gender differences in moral dilemma judgments are due to differences in affective responses to harm rather than cognitive evaluations of outcomes.
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march 2017 by nhaliday
Overcoming Bias : Two Kinds Of Status
prestige and dominance

More here. I was skeptical at first, but now am convinced: humans see two kinds of status, and approve of prestige-status much more than domination-status. I’ll have much more to say about this in the coming days, but it is far from clear to me that prestige-status is as much better than domination-status as people seem to think. Efforts to achieve prestige-status also have serious negative side-effects.

Two Ways to the Top: Evidence That Dominance and Prestige Are Distinct Yet Viable Avenues to Social Rank and Influence: https://henrich.fas.harvard.edu/files/henrich/files/cheng_et_al_2013.pdf
Dominance (the use of force and intimidation to induce fear) and Prestige (the sharing of expertise or know-how to gain respect)

...

According to the model, Dominance initially arose in evolutionary history as a result of agonistic contests for material resources and mates that were common among nonhuman species, but continues to exist in contemporary human societies, largely in the form of psychological intimidation, coercion, and wielded control over costs and benefits (e.g., access to resources, mates, and well-being). In both humans and nonhumans, Dominance hierarchies are thought to emerge to help maintain patterns of submission directed from subordinates to Dominants, thereby minimizing agonistic battles and incurred costs.

In contrast, Prestige is likely unique to humans, because it is thought to have emerged from selection pressures to preferentially attend to and acquire cultural knowledge from highly skilled or successful others, a capacity considered to be less developed in other animals (Boyd & Richerson, 1985; Laland & Galef, 2009). In this view, social learning (i.e., copying others) evolved in humans as a low-cost fitness-maximizing, information-gathering mechanism (Boyd & Richerson, 1985). Once it became adaptive to copy skilled others, a preference for social models with better than average information would have emerged. This would promote competition for access to the highest quality models, and deference toward these models in exchange for copying and learning opportunities. Consequently, selection likely favored Prestige differentiation, with individuals possessing high-quality information or skills elevated to the top of the hierarchy. Meanwhile, other individuals may reach the highest ranks of their group’s hierarchy by wielding threat of force, regardless of the quality of their knowledge or skills. Thus, Dominance and Prestige can be thought of as coexisting avenues to attaining rank and influence within social groups, despite being underpinned by distinct motivations and behavioral patterns, and resulting in distinct patterns of imitation and deference from subordinates.

Importantly, both Dominance and Prestige are best conceptualized as cognitive and behavioral strategies (i.e., suites of subjective feelings, cognitions, motivations, and behavioral patterns that together produce certain outcomes) deployed in certain situations, and can be used (with more or less success) by any individual within a group. They are not types of individuals, or even, necessarily, traits within individuals. Instead, we assume that all situated dyadic relationships contain differential degrees of both Dominance and Prestige, such that each person is simultaneously Dominant and Prestigious to some extent, to some other individual. Thus, it is possible that a high degree of Dominance and a high degree of Prestige may be found within the same individual, and may depend on who is doing the judging. For example, by controlling students’ access to rewards and punishments, school teachers may exert Dominance in their relationships with some students, but simultaneously enjoy Prestige with others, if they are respected and deferred to for their competence and wisdom. Indeed, previous studies have shown that based on both self- and peer ratings, Dominance and Prestige are largely independent (mean r = -.03; Cheng et al., 2010).

Status Hypocrisy: https://www.overcomingbias.com/2017/01/status-hypocrisy.html
Today we tend to say that our leaders have prestige, while their leaders have dominance. That is, their leaders hold power via personal connections and the threat and practice of violence, bribes, sex, gossip, and conformity pressures. Our leaders, instead, mainly just have whatever abilities follow from our deepest respect and admiration regarding their wisdom and efforts on serious topics that matter for us all. Their leaders more seek power, while ours more have leadership thrust upon them. Because of this us/them split, we tend to try to use persuasion on us, but force on them, when seeking to to change behaviors.

...

Clearly, while there is some fact of the matter about how much a person gains their status via licit or illicit means, there is also a lot of impression management going on. We like to give others the impression that we personally mainly want prestige in ourselves and our associates, and that we only grant others status via the prestige they have earned. But let me suggest that, compared to this ideal, we actually want more dominance in ourselves and our associates than we like to admit, and we submit more often to dominance.

Cads, Dads, Doms: https://www.overcomingbias.com/2010/07/cads-dads-doms.html
"The proper dichotomy is not “virile vs. wimpy” as has been supposed, but “exciting vs. drab,” with the former having the two distinct sub-groups “macho man vs. pretty boy.” Another way to see that this is the right dichotomy is to look around the world: wherever girls really dig macho men, they also dig the peacocky musician type too, finding safe guys a bit boring. And conversely, where devoted dads do the best, it’s more difficult for macho men or in-town-for-a-day rockstars to make out like bandits. …

Whatever it is about high-pathogen-load areas that selects for greater polygynous behavior … will result in an increase in both gorilla-like and peacock-like males, since they’re two viable ways to pursue a polygynous mating strategy."

This fits with there being two kinds of status: dominance and prestige. Macho men, such as CEOs and athletes, have dominance, while musicians and artists have prestige. But women seek both short and long term mates. Since both kinds of status suggest good genes, both attract women seeking short term mates. This happens more when women are younger and richer, and when there is more disease. Foragers pretend they don’t respect dominance as much as they do, so prestigious men get more overt attention, while dominant men get more covert attention.

Women seeking long term mates also consider a man’s ability to supply resources, and may settle for poorer genes to get more resources. Dominant men tend to have more resources than prestigious men, so such men are more likely to fill both roles, being long term mates for some women and short term mates for others. Men who can offer only prestige must accept worse long term mates, while men who can offer only resources must accept few short term mates. Those low in prestige, resources, or dominance must accept no mates. A man who had prestige, dominance, and resources would get the best short and long term mates – what men are these?

Stories are biased toward dramatic events, and so are biased toward events with risky men; it is harder to tell a good story about the attraction of a resource-rich man. So stories naturally encourage short term mating. Shouldn’t this make long-term mates wary of strong mate attraction to dramatic stories?

https://www.overcomingbias.com/2010/07/cads-dads-doms.html#comment-518319076
Woman want three things: someone to fight for them (the Warrior), someone to provide for them (the Tycoon) and someone to excite their emotions or entertain them (the Wizard).

In this context,

Dom=Warrior
Dad= Tycoon
Cad= Wizard

To repeat:

Dom (Cocky)+ Dad (Generous) + Cad (Exciting/Funny) = Laid

https://www.overcomingbias.com/2010/07/cads-dads-doms.html#comment-518318987
There is an old distinction between "proximate" and "ultimate" causes. Evolution is an ultimate cause, physiology (and psychology, here) is a proximate cause. The flower bends to follow the sun because it gathers more light that way, but the immediate mechanism of the bending involves hormones called auxins. I see a lot of speculation about, say, sexual cognitive dimorphism whose ultimate cause is evolutionary, but not so much speculation about the proximate cause - the "how" of the difference, rather than the "why". And here I think a visit to an older mode of explanation like Marsden's - one which is psychological rather than genetic - can sensitize us to the fact that the proximate causes of a behavioral tendency need not be a straightforward matter of being hardwired differently.

This leads to my second point, which is just that we should remember that human beings actually possess consciousness. This means not only that the proximate cause of a behavior may deeply involve subjectivity, self-awareness, and an existential situation. It also means that all of these propositions about what people do are susceptible to change once they have been spelled out and become part of the culture. It is rather like the stock market: once everyone knows (or believes) something, then that information provides no advantage, creating an incentive for novelty.

Finally, the consequences of new beliefs about the how and the why of human nature and human behavior. Right or wrong, theories already begin to have consequences once they are taken up and incorporated into subjectivity. We really need a new Foucault to take on this topic.

The Economics of Social Status: http://www.meltingasphalt.com/the-economics-of-social-status/
Prestige vs. dominance. Joseph Henrich (of WEIRD fame) distinguishes two types of status. Prestige is the kind of status we get from being an impressive human specimen (think Meryl Streep), and it's governed by our 'approach' instincts. Dominance, on the other hand, is … [more]
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september 2016 by nhaliday

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