Bounded Rationality and Beyond
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Mentale Intuition - Wie Sie Ihre Intuition lesen lernen - Informationen zum Thema Intuition

Mentale Intuition - Wie Sie Ihre Intuition lesen lernen - Informationen zum Thema Intuition | Bounded Rationality and Beyond | Scoop.it
Die MENTALE INTUITION ist eine der effektivsten erlernbaren Methoden um zu besseren Entscheidungen zu gelangen, nachhaltige Ideen zu entwickeln und die zunehmende Komplexität unseres Arbeitsalltages zu meistern.

Via Thomas Menk
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Bounded Rationality and Beyond
News on the effects of bounded rationality in economics and business, relationships and politics
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Book | Mente ed economia: Come psicologia e neuroscienze spiegano il comportamento economico

Solo di recente i processi di ragionamento e presa di decisione in ambito economico sono divenuti oggetto di analisi da parte della psicologia e delle neuroscienze secondo una prospettiva integrata. Grazie all'approccio neuroeconomico è stata così evidenziata l'esistenza di elementi di congiunzione inattesi tra comportamento economico, meccanismi cognitivi e funzioni cerebrali, nonché tra processi di scelta, emozioni e motivazione. Il presente volume illustra le attuali linee di riflessione e ricerca in questo settore: dai diversi studi emerge come gli individui, di fronte a scelte economiche, adottino atteggiamenti e strategie di ragionamento assai più complesse del semplice calcolo utilitaristico.

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Researchers helping intelligence analysts make smart decisions

Researchers helping intelligence analysts make smart decisions | Bounded Rationality and Beyond | Scoop.it
Researchers at George Mason University are developing a tool combining intelligent computer software and high-level crowdsourcing that will allow intelligence analysts to give sound advice to decision makers in high-pressur
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"psicosi terrorismo": i bias cognitivi nella lettura di intenzioni e comportamento altrui

"psicosi terrorismo": i bias cognitivi nella lettura di intenzioni e comportamento altrui | Bounded Rationality and Beyond | Scoop.it

 La psicosi terrorismo e i pensieri automatici alla base dell’intolleranza razziale Si continua a discutere della vicenda accaduta in un cinema torinese la sera del primo gennaio quando durante la proiezione di un film, in presenza di una madre ed una figlia maghrebine intente a scambiarsi messaggi via whatsapp, il pubblico in allerta ha abbandonato la sala. Si saprà successivamente che si trattava di donne sordomute che, nel corso di una scena erotica, hanno deciso di inviare messaggi col fine di comunicare ed ironizzare su quanto osservato.Quella che è chiamata colloquialmente "psicosi terrorismo": i bias cognitivi quando l'altro non appartiene al nostro gruppo sociale.

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Tactical Virality — Real Life

Tactical Virality — Real Life | Bounded Rationality and Beyond | Scoop.it

In September 2014, following the infamous leak of celebrity iCloud photos, a website called emmayouarenext.com appeared. It displayed a cut-and-paste image of Watson wiping away tears, the phrase “Never forget, the biggest to come thus far,” and the 4chan logo, as well as a countdown clock. The site came online just days after actor and UN Goodwill Ambassador Emma Watson had delivered her widely publicized “HeForShe” campaign speech, in which she encouraged men to participate in the fight for gender equality. Presumably when the clock reached zero, stolen images of Watson would be forthcoming. Knowledge of this site started to circulate thanks to a “news” article published by FoxWeekly.com — a website that, at a glance, could pass for a legitimate news source associated with the Fox News brand. The story circulated on social platforms and was subsequently picked up by mainstream sites, including the Washington Post and the Guardian. Meanwhile, on Reddit and 4chan itself, emmayouarenext.com was largely understood to be a hoax. The countdown clock reached zero, and no nudes were released. Instead, emmayouarenext.com forwarded visitors to the home page of Rantic Media, which claimed to be social media marketing company acting on behalf of “celebrity publicists” to “bring down 4chan.” Its supposed CEO, one “Brad Cockingham,” called for Barack Obama to enforce internet censorship to stop “terrorist”’ 4chan and protect “the ladies.” This too, was reported on by the Huffington Post, the BBC, Mashable, among others, until it became clear — thanks to a redditor — that Rantic Media was not a real company but a foil for the online prankster group SocialVevo (also known as Swenzy), who had pulled similar pranks before. Ostensibly the endgame for SocialVevo was to troll while undertaking an exercise in traffic direction.

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Il bicchiere è mezzo pieno o mezzo vuoto? Lo decidono i tuoi geni.

Il bicchiere è mezzo pieno o mezzo vuoto? Lo decidono i tuoi geni. | Bounded Rationality and Beyond | Scoop.it

La scienza spiega le cause dell'ottimismo e del pessimismo: i geni giocano un ruolo importante. Secondo l’ottimista il bicchiere è mezzo pieno, mentre il pessimista è convinto che sia mezzo vuoto. Il cinico… si chiede chi abbia bevuto l’altra metà. La scienza può spiegare il modo in cui le emozioni influenzano il nostro atteggiamento e visione della vita? Alcune ricerche hanno dimostrato che, in parte, questo aspetto è fuori dal nostro controllo. Infatti, il pessimismo e l’ottimismo sono influenzati da un gene che determina i livelli di serotonina nel nostro cervello. La serotonina è un neurotrasmettitore, cioè una sostanza che contribuisce al trasporto di messaggi tra diverse aree del cervello. È anche chiamata “molecola della felicità”, perché influenza profondamente l’umore. Quando questa sostanza è presente in quantità ottimali, si è predisposti al buonumore e ad una buona tolleranza dello stress. Al contrario, la carenza di serotonina porta a vari disturbi, tra cui depressione ed ansia. È stato però scoperto che, anche se non si soffre di tali disturbi, la carenza di questa molecola porta ad una visione più negativa della vita e del futuro. I neurotrasmettitori sono sostanze chimiche che trasportano messaggi tra neurone e l'altro I neurotrasmettitori sono sostanze chimiche che trasportano messaggi tra neurone e l’altro Infatti, chi ha un allele lungo sul gene che trasporta la serotonina, focalizza principalmente l’attenzione su immagini e situazioni positive; mentre chi possiede l’allele corto sullo stesso gene presta più attenzione ad immagini negative.

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Processo decisionale, valore atteso e rischio: quali le strutture cerebrali coinvolte?

Processo decisionale, valore atteso e rischio: quali le strutture cerebrali coinvolte? | Bounded Rationality and Beyond | Scoop.it
Si è oggi alla ricerca dei sistemi cerebrali coinvolti nel processo decisionale e nell’elaborazione della grandezza e della probabilità degli esiti.
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Perché gli ignoranti non sanno di esserlo: Effetto Dunning-Kruger

“Una delle cose più dolorose del nostro tempo è che coloro che hanno certezze sono stupidi, mentre quelli con immaginazione e comprensione sono pieni di dubbi e di indecisioni – Bertrand Russel” Hai mai notato che spesso le persone particolarmente incompetenti sono le meno consapevoli della loro ignoranza, mentre i più esperti sono invece insicuri e dubitano delle loro capacità? La ricerca scientifica dimostra che le cose stanno esattamente così. Dunning e Kruger hanno dimostrato che, come scrisse Shakespeare, “Il saggio sa di essere stupido, è lo stupido invece che crede di essere saggio” Secondo i due ricercatori, le persone meno esperte non riescono a stimare in modo realistico le loro capacità, sopravvalutandosi. Gli inesperti sono anche incapaci di notare che le abilità degli altri sono superiori alle proprie. Questo effetto è stato osservato in tanti contesti, sia in senso astratto, come il ragionamento logico e l’umorismo, sia in senso concreto, come in contesti lavorativi. Le persone con il quoziente intellettivo più basso sono quelle che stimano in modo più irrealistico, in senso positivo, la loro intelligenza.
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Scientists illuminate the neurons of social attraction

Scientists illuminate the neurons of social attraction | Bounded Rationality and Beyond | Scoop.it

The ancient impulse to procreate is necessary for survival and must be hardwired into our brains. Now scientists from the University of North Carolina School of Medicine have discovered an important clue about the neurons involved in that wiring. Using advanced deep brain imaging techniques and optogenetics, the UNC scientists found that a small cluster of sex-hormone-sensitive neurons in the mouse hypothalamus are specialized for inducing mice to “notice” the opposite sex and trigger attraction. This study, led by Garret D. Stuber, PhD, associate professor of psychiatry and cell biology & physiology, and Jenna A. McHenry, PhD, a postdoctoral research associate in Stuber’s lab, identified a hormone-sensitive circuit in the brain that controls social motivation in female mice. “These neurons essentially take sensory and hormonal signals and translate them into motivated social behavior,” said Stuber, who is also a member of the UNC Neuroscience Center. The findings, reported in Nature Neuroscience, illuminate the neural roots of opposite-sex social behavior in mammals, and may also be relevant to certain psychiatric illnesses. “These neural circuits that bridge social and reward processing should also provide important insights for disorders that impair social motivation,” said McHenry, the first author of the paper.

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4 Visual Storytelling Technologies That Will Improve Customer Experience in 2017

4 Visual Storytelling Technologies That Will Improve Customer Experience in 2017 | Bounded Rationality and Beyond | Scoop.it
New visual storytelling and visual marketing trends that will revolutionize customer experience in 2017.
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One Skeptical Scientist's Mindfulness Journey

One Skeptical Scientist's Mindfulness Journey | Bounded Rationality and Beyond | Scoop.it

What this daydreaming researcher learned from eight weeks of mindfulness meditationFor years, I've been told to try mindfulness, by everyone and their mother. You need to learn how to harness the power of deep concentration, I am told. But I *do* harness the power of deep concentration, I tell them-- when it's something that truly captivates my imagination. That's your monkey mind talking, I am told. Settle in. Open your mind. Stop judging. Fine. Once and for all, I will do it. I will pull back the judgment. It's not easy.

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What Drives Consciousness and Deep Intuition?

Did “Consciousness” just appear from nowhere, or is there something about the physical universe that means that consciousness is almost guaranteed to emerge?... PART 1 - CONSCIOUSNESS Over the last 400 years or so Mathematical Physics has become the science that we rely on to explain the behavior of the universe. Mathematical physics is the ultimate science of deterministic cause and effect. But although physics is good at explaining the obvious dynamics of cause and effect, it turns out that it fails quite miserably when it comes to explaining the not-so-obvious dynamics of “Natural Evolution and Emergent Complexity” Compressible Linear Dynamics In general the science of physics likes to believe that all natural behavior can be explained mathematically, and consequently physicists like to build “mathematical models” of (cause and effect in) the real world. Sometimes these models are unbelievably concise, and can be compressed into a single neat equation, and when this happens we confidently call the model a “Deterministic” “Law of Physics”. However in reality the universe has a range of behavior, from simple to complex, and so unsurprisingly many behaviors are not so easily compressed.

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» Boosting economic growth | The Behavioural Insights Team

» Boosting economic growth | The Behavioural Insights Team | Bounded Rationality and Beyond | Scoop.it

One area where behavioural economics has had surprisingly little impact – rather ironically – has been economic policy. The UK’s Industrial Strategy, published today, starts to change this. Adam Smith wrote extensively of the role of sentiment. Keynes highlighted how shocks and booms are driven by ‘animal spirits’. More recent work by Akerlof and Shiller, Thaler and others has laid bare the inadequacies of economic models based on ‘econs’. Yet despite these failings, economic policy still has held, very deeply, onto the view that humans are rational utility maximisers; with information flowing freely; and markets necessarily finding optimum equilibria. The logical corollary is that the best that governments can do is to get out of the way, perhaps occasionally breaking up monopolies and ensuring that externalities are correctly priced (for example by supplying basic skills training and taxing polluters). An alternative view, woven through the new Industrial Strategy is that markets are riven with deep behaviourally-based failures. Fortunately, there is a great deal that governments can, and should, do to fix these failures. This can boost growth rates and ensure that growth is more widely spread.

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Cognitive brain mapping of auditors and accountants in going concern judgments

Cognitive brain mapping of auditors and accountants in going concern judgments | Bounded Rationality and Beyond | Scoop.it

Official Full-Text Publication: Cognitive brain mapping of auditors and accountants in going concern judgments on ResearchGate, the professional network for scientists.Th is study aims to explain the extent to which brain mapping patterns follow behavioral patterns of auditors and accountants’ judgments when assessing evidence for decisions involving going concern. It is multidisciplinary research involved investigating the relation between the theory of belief revision, neuroscience, and neuroaccounting with a sample of auditors and accountants. We developed a randomized controlled trial study with 12 auditors and 13 accountants. Auditors and accountants presented similar judgments about going concern, specially demonstrating greater sensitivity to negative evidence. Despite similar judgments, results showed diverging brain processing patterns between groups, as distinct reasoning was used to reach going concern estimates. During the decision process, auditors presented homogeneous brain processing patterns, while accountants evidenced con_ icts and greater cognitive e_ ort. For both groups, the occurrence of maximization (minimization) of judgments is observed in brain areas associated with identification of needs and motivations linked to individuals’ relations with their social group. This was strengthened by the lack of significant differences between the regression maps of auditors and accountants, leading to interpretation of the groups’ findings as homogeneous brain behavior. Despite familiarity with the executed task and knowledge of auditing standards, as a result of the greater use of algorithmic reasoning the auditors’ judgments were similar to that of accountants. On the other hand, the accountants’ greater cognitive effort, due to the experiencing of greater con_ ict in the decision-making process, made them use more quantum brain processing abilities, which are responsible for conscious reasoning. _ is was observed in the maximizations (minimizations) of the estimates in brain areas related to concerns with the judgments’ social repercussions, which culminated in some degree of “conservatism” in their decisions. Furthermore, these findings reveal another opportunity to discuss the assumption of the brain as the original accounting institution.

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Decision Making in condizioni di incertezza - approcci data driven

Si parla di decision making in condizioni di incertezza, quando i risultati dei processi decisionali sono incerti o ambigui. Lo scopo del corso è quello di descrivere i principali bias cognitivi che influiscono sui processi decisionali e di mostrare come un approccio decisionale data driven sia una valida soluzione per mitigare gli effetti di questi bias.
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» Applied: BIT’s first behavioural product | The Behavioural Insights Team

» Applied: BIT’s first behavioural product | The Behavioural Insights Team | Bounded Rationality and Beyond | Scoop.it
When the Behavioural Insights Team (BIT) was established back in 2010, we often concluded that the solution to a problem faced by government wasn’t always a new policy or intervention. It was a tool – like a new website, app, or even physical product – that individuals or organisations could use to help them solve real-world problems. So when we set BIT up as a social purpose company in 2014, still partly owned by the UK Government but with greater freedom to do things differently, one of the things that we were most excited about was the opportunity it offered us to start building new products. We are calling this new arm of BIT BI Ventures. The aim of BI Ventures is to use behavioural science to build scalable products that have social impact. The first of these new products is called Applied – a recruitment platform that helps organisations to remove behavioural biases from their hiring decisions. We built Applied because we realised that it was difficult for most HR functions, even in big organisations, to keep up with the latest behavioural research on how to hire the best people. Even if you do know the research, the latest studies show that it’s hard to apply these lessons in practice without implicit biases creeping in.
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Intelligenze Artificiali: la prossima frontiera della sicurezza online? - Hosting Talk

Intelligenze Artificiali: la prossima frontiera della sicurezza online? - Hosting Talk | Bounded Rationality and Beyond | Scoop.it
I vendor di soluzioni di sicurezza puntano molto sulle intelligenze artificiali, presentate come lo strumento ideale per contrastare le minacce del Web
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The Universal Dynamics of Evolution and Creativity…

The Universal Dynamics of Evolution and Creativity… | Bounded Rationality and Beyond | Scoop.it
Compressible Dynamics Over the last 400 years or so Mathematical Physics has become the science that we rely on to explain the behavior of the universe. Mathematical physics is the ultimate science of the “deterministic/predictable” dynamics of “cause and effect”. In general, the Science of Physics likes to believe that all dynamics, all natural behavior, can be explained mathematically; and consequently physicists like to build “mathematical models” of (cause and effect in) the real world. Sometimes these models are unbelievably concise, and can be expressed as a neat linear differential equation, and when this happens we confidently call the model a “Deterministic”, “Law of Physics”. It is precisely because of these so-called “hard and fast scientific laws” that physicists are wont to describe their science as the hardest of “hard science”. This of course would seem to imply that many of the so-called “soft sciences” are in some way not quite as elevated, not quite as good. In truth however we could say that physics is an “easy science”, and the soft sciences are “difficult” because the “laws” of physics only really work in the absence of “noise”, and yet the soft sciences are condemned to deal with our everyday world which is full of noise -- because virtually everything in our everyday world is continually battered and buffeted by “constantly changing feedback” which can generate wild “nonlinear dynamics”. 
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NEUROBIOLOGY OF ECONOMIC CHOICE: A GOOD-BASED MODEL

NEUROBIOLOGY OF ECONOMIC CHOICE: A GOOD-BASED MODEL | Bounded Rationality and Beyond | Scoop.it

Abstract Traditionally the object of economic theory and experimental psychology, economic choice recently became a lively research focus in systems neuroscience. Here I summarize the emerging results and I propose a unifying model of how economic choice might function at the neural level. Economic choice entails comparing options that vary on multiple dimensions. Hence, while choosing, individuals integrate different determinants into a subjective value; decisions are then made by comparing values. According to the good-based model, the values of different goods are computed independently of one another, which implies transitivity. Values are not learned as such, but rather computed at the time of choice. Most importantly, values are compared within the space of goods, independent of the sensori-motor contingencies of choice. Evidence from neurophysiology, imaging and lesion studies indicates that abstract representations of value exist in the orbitofrontal and ventromedial prefrontal cortices. The computation and comparison of values may thus take place within these regions.Traditionally the object of economic theory and experimental psychology, economic choice recently became a lively research focus in systems neuroscience. Here I summarize the emerging results and I propose a unifying model of how economic choice migh 

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Politics and the environment: a discursive analysis to develop a potential contribution to sustainable development

Abstract This research aims at studying the role played by ideology in the access and functioning of the interdiscourse about ecology and the environment through a discursive analysis of the ways that the State’s power uses to inscribe itself in the citizens’ memory. We argue that there is a regular practice in the State’s verbal and non-verbal discourse in an attempt to eliminate undesirable meanings and install a hypothetical transparency towards impartiality and objectivity. Such “impartiality” and “objectivity” in these discourses do not guarantee equality in the organization of social differences of citizens who use public spaces. Sometimes, although in charge of disseminating the meaning that ecology is a good thing and that it will promote equality, the State’s power brings inequality to this signification process. We use the Discourse Analysis Theory as a method to study the complexity of interactions, and we acknowledge that a study which establishes a framework in the ecotourism and sustainability fields can be successful as interdisciplinary research when it uses different languages and methodologies to enable us to understand potential contributions and to integrate data, ideas, and perspectives when we seek answers for sustainable development.

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» Using prize draws as an incentive | The Behavioural Insights Team

» Using prize draws as an incentive | The Behavioural Insights Team | Bounded Rationality and Beyond | Scoop.it
Businesses and academics have long known that lotteries and prize draws can be a cheap and effective way of encouraging behaviour – witness the number of surveys that offer a prize for completion. However, despite this well-worn tradition of using prize-draws, governments have traditionally focused on more blunt subsidies or penalties, and have been less keen to adopt this method – though this appears to be changing. Some countries have used purchase receipts as de facto lottery tickets – by encouraging citizens to demand receipts when they complete a transaction, they force businesses to declare income and pay the correct amount of sales tax. Similarly, the Behavioural Insights Team (BIT) has found that using a lottery was an effective way to increase the number of voter registrations. And in Australia, we have undertaken a programme of work with BreastScreen Victoria to test different ways of encouraging women who had not previously responded to two postal invitations. We found that a letter including a prize draw was more effective than a behaviourally informed letter alone. The highest rate of bookings was for a letter that included a pro-social twist: recipients were told that they could give the prize to a valued other person, but there was no statistically significant difference between this and the standard prize draw letter.
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Minority report anti-terrorismo? È solo fantascienza (per ora)

Minority report anti-terrorismo? È solo fantascienza (per ora) | Bounded Rationality and Beyond | Scoop.it

La finzione cinematografica, come talvolta accade, potrebbe anticipare la realtà. Nel film Minority Report del 2002, un software di intelligenza artificiale elaborava le premonizioni di tre individui con poteri extrasensoriali per impedire episodi criminali. Un tema che potrebbe diventare attuale in materia di lotta al terrorismo. I budget della sicurezza di governi e aziende, infatti, ormai da anni hanno cominciato a destinare investimenti crescenti all’acquisizione di applicazioni di intelligenza artificiale. Come il Pentagono, che ha annunciato di stanziare nel 2017 tra i 12 e i 15 miliardi di dollari per lo sviluppo di nuove tecnologie da integrare nelle dotazioni militari e a supporto degli analisti. SERVE PIÙ INTELLIGENCE. Gli eventi tragici della storia più recente hanno evidenziato che lo strumento più idoneo contro il terrorismo è una intelligence più efficace. Un albergo, un ristorante, un monumento, una spiaggia, un concerto, una partita di calcio, un treno passeggeri, uno spettacolo pirotecnico, un centro commerciale, una chiesa: sono gli ultimi bersagli dei recenti attacchi terroristici. Bersagli sempre diversi e che non appartengono alla lista (numerosa, ma comunque limitata) dei cosiddetti obiettivi “sensibili”, tradizionalmente protetti dalle forze di polizia. Il principale ostacolo nel fronteggiare le minacce terroristiche non è rappresentato dalla raccolta di dati, spesso facilmente reperibili e già disponibili, ma dalla loro elaborazione e correlazione, e dalla reale capacità di interpretarli in tempi rapidi.

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How Being Bored Out of Your Mind Makes You More Creative

How Being Bored Out of Your Mind Makes You More Creative | Bounded Rationality and Beyond | Scoop.it

An unoccupied mind might be the most fruitful mind. But boredom is harder and harder to come by.“I’M DYING OF Boredom,” complains the young wife, Yelena, in Chekhov’s 1897 play Uncle Vanya. “I don’t know what to do.” Of course, if Yelena were around today, we know how she’d alleviate her boredom: She’d pull out her smartphone and find something diverting, like BuzzFeed or Twitter or Clash of Clans. If you have a planet’s worth of entertainment in your pocket, it’s easy to stave off ennui. Unless it turns out ennui is good for us. What if boredom is a meaningful experience—one that propels us to states of deeper thoughtfulness or creativity? That’s the conclusion of two fascinating recent studies. In one, researchers asked a group of subjects to do something boring, like copying out numbers from a phone book, and then take tests of creative thinking, such as devising uses for a pair of cups. The result? Bored subjects came up with more ideas than a nonbored control group, and their ideas were often more creative. In a second study, subjects who took an “associative thought” word test came up with more answers when they’d been forced to watch a dull screensaver.

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Endosymbiois and the End of Democracy

The Democratic Republic is demonstrating itself to be increasingly insufficient for managing social cooperation in an increasingly complex and interconnected world. Pure Democracy, in isolation, and as witnessed online as social media, even more so; its ability to sway the results of an election much as a shock forest fire serves to rejuvenate a battered ecosystem belies the emergence of more sinister forces yet to come. Francis Fukuyama was wrong when he, extolling the virtues of Western liberal democracy, declared that the “End of History” was near. Allow me, if you will, to dismantle some several thousand years of human phenomenological evolution in one fell swoop. The truth is that Democracy is done for and something is coming to replace it.

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From remote-controlled to self-controlled citizens

The digital revolution will make data abundant and cheap. Moving from a time of darkness into a digital age with information overload, we will need suitable filters. However, those who build these filters will determine what we see. This creates possibilities to influence people's decisions such that they become remotely controlled rather than make their decisions on their own. Since omnibenevolent rule cannot be supposed and top-down control is flawed for several reasons, another approach is needed. It can be found with distributed control, collective intelligence and participation. “Nervousnet” will be presented as a feasible specimen of a Citizen Web.

 

From remote-controlled to self-controlled citizens

Helbing, D. Eur. Phys. J. Spec. Top. (2017). doi:10.1140/epjst/e2016-60372-1


Via Complexity Digest
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TalkingHeads front man David Byrne wants to put you in a neuroscience experiment

TalkingHeads front man David Byrne wants to put you in a neuroscience experiment | Bounded Rationality and Beyond | Scoop.it

MENLO PARK, Calif. - The new immersive art installation here in the heart of Silicon Valley was dreamed up by David Byrne, the front man of the Talking Heads, and loosely modeled after the work of neuroscience and psychology labs at top institutions like Caltech and Harvard. So when I showed up at a warehouse on a rainy Sunday morning earlier this month, I wasn't sure what to expect. What I experienced was light on science but heavy on amusing novelty. I trekked with a group of nine fellow visitors through four rooms, each the site of a quasi-scientific experiment. After an hour, I'd navigated moral dilemmas, got tricked into believing a moving object was standing still, predicted (with limited success) the winners of an election, and found myself experiencing life as though I'd been turned into a doll.

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