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charlottedonoho

Western Scrub Jays Are Capable of Metacognition - Scientific American - 0 views

www.scientificamerican.com/...s-are-capable-of-metacognition

metacognition animals

shared by charlottedonoho on 07 Mar 15 - No Cached
  • The ability to identify the state of your knowledge—thinking about thinking—is known as metacognition. It is hard to tell whether other animals are also capable of metacognition because we cannot ask them; studies of primates and birds have not yet been able to rule out simpler explanations for this complex process.
  • Scientists know, however, that some animals, such as western scrub jays, can plan for the future
  • Although this experiment did not directly test consciousness, the findings are exciting because they provide further evidence that humans are not the only species with the ability to think about their thought processes.
Javier E

Why Is It So Hard to Be Rational? | The New Yorker - 0 views

www.newyorker.com/...y-is-it-so-hard-to-be-rational

psychology rationality thinking intellectual reason Bayesian logic Culture crisis

shared by Javier E on 19 Sep 21 - No Cached
  • an unusually large number of books about rationality were being published this year, among them Steven Pinker’s “Rationality: What It Is, Why It Seems Scarce, Why It Matters” (Viking) and Julia Galef’s “The Scout Mindset: Why Some People See Things Clearly and Others Don’t” (Portfolio).
  • When the world changes quickly, we need strategies for understanding it. We hope, reasonably, that rational people will be more careful, honest, truthful, fair-minded, curious, and right than irrational ones.
  • And yet rationality has sharp edges that make it hard to put at the center of one’s life
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  • You might be well-intentioned, rational, and mistaken, simply because so much in our thinking can go wrong. (“RATIONAL, adj.: Devoid of all delusions save those of observation, experience and reflection,”
  • You might be rational and self-deceptive, because telling yourself that you are rational can itself become a source of bias. It’s possible that you are trying to appear rational only because you want to impress people; or that you are more rational about some things (your job) than others (your kids); or that your rationality gives way to rancor as soon as your ideas are challenged. Perhaps you irrationally insist on answering difficult questions yourself when you’d be better off trusting the expert consensus.
  • Not just individuals but societies can fall prey to false or compromised rationality. In a 2014 book, “The Revolt of the Public and the Crisis of Authority in the New Millennium,” Martin Gurri, a C.I.A. analyst turned libertarian social thinker, argued that the unmasking of allegedly pseudo-rational institutions had become the central drama of our age: people around the world, having concluded that the bigwigs in our colleges, newsrooms, and legislatures were better at appearing rational than at being so, had embraced a nihilist populism that sees all forms of public rationality as suspect.
  • modern life would be impossible without those rational systems; we must improve them, not reject them. We have no choice but to wrestle with rationality—an ideal that, the sociologist Max Weber wrote, “contains within itself a world of contradictions.”
  • Where others might be completely convinced that G.M.O.s are bad, or that Jack is trustworthy, or that the enemy is Eurasia, a Bayesian assigns probabilities to these propositions. She doesn’t build an immovable world view; instead, by continually updating her probabilities, she inches closer to a more useful account of reality. The cooking is never done.
  • Rationality is one of humanity’s superpowers. How do we keep from misusing it?
  • Start with the big picture, fixing it firmly in your mind. Be cautious as you integrate new information, and don’t jump to conclusions. Notice when new data points do and do not alter your baseline assumptions (most of the time, they won’t alter them), but keep track of how often those assumptions seem contradicted by what’s new. Beware the power of alarming news, and proceed by putting it in a broader, real-world context.
  • Bayesian reasoning implies a few “best practices.”
  • Keep the cooked information over here and the raw information over there; remember that raw ingredients often reduce over heat
  • We want to live in a more rational society, but not in a falsely rationalized one. We want to be more rational as individuals, but not to overdo it. We need to know when to think and when to stop thinking, when to doubt and when to trust.
  • But the real power of the Bayesian approach isn’t procedural; it’s that it replaces the facts in our minds with probabilities.
  • Applied to specific problems—Should you invest in Tesla? How bad is the Delta variant?—the techniques promoted by rationality writers are clarifying and powerful.
  • the rationality movement is also a social movement; rationalists today form what is sometimes called the “rationality community,” and, as evangelists, they hope to increase its size.
  • In “Rationality,” “The Scout Mindset,” and other similar books, irrationality is often presented as a form of misbehavior, which might be rectified through education or socialization.
  • Greg tells me that, in his business, it’s not enough to have rational thoughts. Someone who’s used to pondering questions at leisure might struggle to learn and reason when the clock is ticking; someone who is good at reaching rational conclusions might not be willing to sign on the dotted line when the time comes. Greg’s hedge-fund colleagues describe as “commercial”—a compliment—someone who is not only rational but timely and decisive.
  • You can know what’s right but still struggle to do it.
  • Following through on your own conclusions is one challenge. But a rationalist must also be “metarational,” willing to hand over the thinking keys when someone else is better informed or better trained. This, too, is harder than it sounds.
  • For all this to happen, rationality is necessary, but not sufficient. Thinking straight is just part of the work. 
  • I found it possible to be metarational with my dad not just because I respected his mind but because I knew that he was a good and cautious person who had my and my mother’s best interests at heart.
  • between the two of us, we had the right ingredients—mutual trust, mutual concern, and a shared commitment to reason and to act.
  • Intellectually, we understand that our complex society requires the division of both practical and cognitive labor. We accept that our knowledge maps are limited not just by our smarts but by our time and interests. Still, like Gurri’s populists, rationalists may stage their own contrarian revolts, repeatedly finding that no one’s opinions but their own are defensible. In letting go, as in following through, one’s whole personality gets involved.
  • in truth, it maps out a series of escalating challenges. In search of facts, we must make do with probabilities. Unable to know it all for ourselves, we must rely on others who care enough to know. We must act while we are still uncertain, and we must act in time—sometimes individually, but often together.
  • The realities of rationality are humbling. Know things; want things; use what you know to get what you want. It sounds like a simple formula.
  • The real challenge isn’t being right but knowing how wrong you might be.By Joshua RothmanAugust 16, 2021
  • Writing about rationality in the early twentieth century, Weber saw himself as coming to grips with a titanic force—an ascendant outlook that was rewriting our values. He talked about rationality in many different ways. We can practice the instrumental rationality of means and ends (how do I get what I want?) and the value rationality of purposes and goals (do I have good reasons for wanting what I want?). We can pursue the rationality of affect (am I cool, calm, and collected?) or develop the rationality of habit (do I live an ordered, or “rationalized,” life?).
  • Weber worried that it was turning each individual into a “cog in the machine,” and life into an “iron cage.” Today, rationality and the words around it are still shadowed with Weberian pessimism and cursed with double meanings. You’re rationalizing the org chart: are you bringing order to chaos, or justifying the illogical?
  • For Aristotle, rationality was what separated human beings from animals. For the authors of “The Rationality Quotient,” it’s a mental faculty, parallel to but distinct from intelligence, which involves a person’s ability to juggle many scenarios in her head at once, without letting any one monopolize her attention or bias her against the rest.
  • In “The Rationality Quotient: Toward a Test of Rational Thinking” (M.I.T.), from 2016, the psychologists Keith E. Stanovich, Richard F. West, and Maggie E. Toplak call rationality “a torturous and tortured term,” in part because philosophers, sociologists, psychologists, and economists have all defined it differently
  • Galef, who hosts a podcast called “Rationally Speaking” and co-founded the nonprofit Center for Applied Rationality, in Berkeley, barely uses the word “rationality” in her book on the subject. Instead, she describes a “scout mindset,” which can help you “to recognize when you are wrong, to seek out your blind spots, to test your assumptions and change course.” (The “soldier mindset,” by contrast, encourages you to defend your positions at any cost.)
  • Galef tends to see rationality as a method for acquiring more accurate views.
  • Pinker, a cognitive and evolutionary psychologist, sees it instrumentally, as “the ability to use knowledge to attain goals.” By this definition, to be a rational person you have to know things, you have to want things, and you have to use what you know to get what you want.
  • Introspection is key to rationality. A rational person must practice what the neuroscientist Stephen Fleming, in “Know Thyself: The Science of Self-Awareness” (Basic Books), calls “metacognition,” or “the ability to think about our own thinking”—“a fragile, beautiful, and frankly bizarre feature of the human mind.”
  • A successful student uses metacognition to know when he needs to study more and when he’s studied enough: essentially, parts of his brain are monitoring other parts.
  • In everyday life, the biggest obstacle to metacognition is what psychologists call the “illusion of fluency.” As we perform increasingly familiar tasks, we monitor our performance less rigorously; this happens when we drive, or fold laundry, and also when we think thoughts we’ve thought many times before
  • The trick is to break the illusion of fluency, and to encourage an “awareness of ignorance.”
  • metacognition is a skill. Some people are better at it than others. Galef believes that, by “calibrating” our metacognitive minds, we can improve our performance and so become more rational
  • There are many calibration methods
  • nowing about what you know is Rationality 101. The advanced coursework has to do with changes in your knowledge.
  • Most of us stay informed straightforwardly—by taking in new information. Rationalists do the same, but self-consciously, with an eye to deliberately redrawing their mental maps.
  • The challenge is that news about distant territories drifts in from many sources; fresh facts and opinions aren’t uniformly significant. In recent decades, rationalists confronting this problem have rallied behind the work of Thomas Bayes
  • So-called Bayesian reasoning—a particular thinking technique, with its own distinctive jargon—has become de rigueur.
  • the basic idea is simple. When new information comes in, you don’t want it to replace old information wholesale. Instead, you want it to modify what you already know to an appropriate degree. The degree of modification depends both on your confidence in your preëxisting knowledge and on the value of the new data. Bayesian reasoners begin with what they call the “prior” probability of something being true, and then find out if they need to adjust it.
  • Bayesian reasoning is an approach to statistics, but you can use it to interpret all sorts of new information.
Javier E

Op-Ed Columnist - A Case of Mental Courage - NYTimes.com - 0 views

www.nytimes.com/...24brooks.html

character heroism culture metacognition misjudgment mental flabbiness

shared by Javier E on 24 Aug 10 - Cached
  • Burney’s struggle reminds one that character is not only moral, it is also mental. Heroism exists not only on the battlefield or in public but also inside the head, in the ability to face unpleasant thoughts. She lived at a time when people were more conscious of the fallen nature of men and women. People were held to be inherently sinful, and to be a decent person one had to struggle against one’s weakness.
  • much of the media, and even the academy, is more geared toward pleasuring consumers, not putting them on some arduous character-building regime.
  • Charlie Munger of Berkshire Hathaway once gave a speech called “The Psychology of Human Misjudgment.” He and others list our natural weaknesses: We have confirmation bias; we pick out evidence that supports our views. We are cognitive misers; we try to think as little as possible. We are herd thinkers and conform our perceptions to fit in with the group. But, in general, the culture places less emphasis on the need to struggle against one’s own mental feebleness. Today’s culture is better in most ways, but in this way it is worse.
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  • there’s a metacognition deficit. Very few in public life habitually step back and think about the weakness in their own thinking and what they should do to compensate.
  • Of the problems that afflict the country, this is the underlying one.
  • Javier E on 24 Aug 10
     
    Today's culture abets mental feebleness.
katedriscoll

TOK and Metacognitive Possibilities - TOK RESOURCE.ORG - 0 views

www.tokresource.org/nd-metacognitive-possibilities

shared by katedriscoll on 28 Mar 21 - No Cached
  • TOK is a natural vehicle for students to gain familiarity with their own learning modalities and idiosyncrasies; including recognizing what strategies and habits work best, and how emotional factors come into play. This meta-awareness can result in new levels of agency and confidence.Awareness of oneself entails better understanding of the differing perspectives of others. We are each of us unique. This uniqueness arises from a common human predicament. We are embodied knowers, contingent in time and space, embedded in specific linguistic, cultural and historic contexts. Awareness of this invites a pluralism which recognizes the richness of differing, sometimes parallel perspectives and assumptions.  
julia rhodes

How people learn - The Week - 0 views

theweek.com/...how-people-learn

psychology bias language science research knowledge technology brain science education cognition people learn

shared by julia rhodes on 19 Sep 13 - No Cached
  • n a traditional classroom, the teacher stands at the front of the class explaining what is clear in their mind to a group of passive students. Yet this pedagogical strategy doesn't positively impact retention of information from lecture, improve understanding basic concepts, or affect beliefs (that is, does new information change your belief about how something works).
  • . Everything that constitutes "understanding" science and "thinking scientifically" resides in the long-term memory, which is developed via the construction and assembly of component proteins.
  • The research tells us that the human brain can hold a maximum of about seven different items in its short-term working memory and can process no more than about four ideas at once. Exactly what an "item" means when translated from the cognitive science lab into the classroom is a bit fuzzy.
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  • The results were similarly disturbing when students were tested to determine understanding of basic concepts. More instruction wasn't helping students advance from novice to expert. In fact, the data indicated the opposite: students had more novice-like beliefs after they completed a course than they had when they started.
  • But in addition, experts have a mental organizational structure that facilitates the retrieval and effective application of their knowledge.
  • experts have an ability to monitor their own thinking ("metacognition"), at least in their discipline of expertise. They are able to ask themselves, "Do I understand this? How can I check my understanding?"
  • But that is not what cognitive science tells us. It tells us instead that students need to develop these different ways of thinking by means of extended, focused mental effort.
  • new ways of thinking are always built on the prior thinking of the individual, so if the educational process is to be successful, it is essential to take that prior thinking into account.
  • Given that lectures were devised as a means of transferring knowledge from one to many, it seems obvious that we would ensure that people retain the information they are consuming.
  • What is elementary, worldly wisdom? Well, the first rule is that you can't really know anything if you just remember isolated facts and try and bang 'em back. If the facts don't hang together on a latticework of theory, you don't have them in a usable form.
  • "So it makes perfect sense," Wieman writes, "that they are not learning to think like experts, even though they are passing science courses by memorizing facts and problem-solving recipes."
  • Anything one can do to reduce cognitive load improves learning.
  • A second way teachers can improve instruction is by recognizing the importance of student beliefs about science
  • My third example of how teaching and learning can be improved is by implementing the principle that effective teaching consists of engaging students, monitoring their thinking, and providing feedback.
  • I assign students to groups the first day of class (typically three to four students in adjacent seats) and design each lecture around a series of seven to 10 clicker questions that cover the key learning goals for that day.
  • The process of critiquing each other's ideas in order to arrive at a consensus also enormously improves both their ability to carry on scientific discourse and to test their own understanding. [Change]
honordearlove

The End of Reflection - The New York Times - 0 views

www.nytimes.com/...logy-phones-introspection.html

brain science knowledge research technology social media

shared by honordearlove on 12 Sep 17 - No Cached
  • In a world in which a phone or computer is rarely more than arm’s length away, are we eliminating introspection at times that may have formerly been conducive to it? And is the depth of that reflection compromised because we have retrained ourselves to seek out the immediate gratification of external stimuli?
  • But our solipsism is frequently given outward expression rather than inward exploration, with more emphasis than ever before on images.
  • in which they correlated introspective ability with the amount of gray matter in the prefrontal cortex. (Introspective ability was defined for the study as the accuracy of measuring one’s own performance on a visual-perception task, a sign of metacognition, or “thinking about thinking.”)
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  • Being distracted by the second task didn’t hurt actual performance on the first task, but it did impair the subjects’ ability to be introspective (again, by accurately self-reporting how they did). The finding supports previous widespread evidence that multitasking leads to lower cognitive performance.
  • If you are awake for 16 hours, turning on or checking your phone 85 times means doing so about once every 11 minutes (and doesn’t account for internet use on a computer), and 5.05 hours is over 30 percent of the day. What might be the effect on reflection of this compulsive behavior?
  • “That hints at the way that, as our technologies increase the intensity of stimulation and the flow of new things, we adapt to that pace,” Mr. Carr said. “We become less patient. When moments without stimulation arise, we start to feel panicked and don’t know what to do with them, because we’ve trained ourselves to expect this stimulation — new notifications and alerts and so on.”
  • Mr. Carr also noted counterarguments: Formulating relatively simple thoughts on the internet can yield more complex ones through real-time exchanges with others, and people whose reflex is to post a notion hastily rather than let it sit may not have been the most deliberative thinkers in a pre-smartphone time, either.
  • “We’ve adopted the Google ideal of the mind, which is that you have a question that you can answer quickly: close-ended, well-defined questions. Lost in that conception is that there’s also this open-ended way of thinking where you’re not always trying to answer a question. You’re trying to go where that thought leads you. As a society, we’re saying that that way of thinking isn’t as important anymore. It’s viewed as inefficient.”
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