{"id":607596,"date":"2023-02-13T07:48:53","date_gmt":"2023-02-13T13:48:53","guid":{"rendered":"https:\/\/news.sellorbuyhomefast.com\/index.php\/2023\/02\/13\/cognitive-bias-the-elephant-in-every-room\/"},"modified":"2023-02-13T07:48:53","modified_gmt":"2023-02-13T13:48:53","slug":"cognitive-bias-the-elephant-in-every-room","status":"publish","type":"post","link":"https:\/\/newsycanuse.com\/index.php\/2023\/02\/13\/cognitive-bias-the-elephant-in-every-room\/","title":{"rendered":"Cognitive bias: The elephant in every room"},"content":{"rendered":"<div>\n<section>\n<p><time title=\"2023-02-12T16:20:00+00:00\" datetime=\"2023-02-12T16:20:00+00:00\">February 12, 2023 8:20 AM<\/time>\n\t\t\t<\/p>\n<\/section>\n<div>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"750\" src=\"https:\/\/venturebeat.com\/wp-content\/uploads\/2022\/12\/DALL\u00b7E-2022-12-01-07.41.55-an-AI-sitting-on-a-throne.png?fit=750%2C750&#038;strip=all\" alt><\/p>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"primary\" role=\"main\">\n<article id=\"post-2839566\">\n<div>\n<div id=\"boilerplate_2682874\">\n<p><em>Check out all the on-demand sessions from the Intelligent Security Summit <a href=\"https:\/\/avolio.swapcard.com\/intelligentsecuritysummit2022\/registrations\/Start?utm_source=vb&#038;utm_medium=boiler&#038;utm_content=ondemand&#038;utm_campaign=IS22_BoilerPlates\" data-type=\"URL\" data-id=\"https:\/\/avolio.swapcard.com\/intelligentsecuritysummit2022\/registrations\/Start?utm_source=vb&#038;utm_medium=boiler&#038;utm_content=ondemand&#038;utm_campaign=IS22_BoilerPlates\">here<\/a><\/em>.<\/p>\n<hr>\n<\/div>\n<p>Across government offices, tech company board rooms and the homes of every individual, there is an elephant in every room. The English idiom is in this case a reference to the same \u201celephant\u201d described in Jonathan Haidt\u2019s social psychology work, where the conscious and subconscious human mind are described as the \u201celephant and the rider.\u201d What this means is that in every room where a human is present, there is also an elephant: That human\u2019s subconscious.<\/p>\n<p>Although the conscious mind is very adept at ignoring the elephant, doing so only produces blindness to the <a href=\"https:\/\/venturebeat.com\/ai\/the-dynamic-duo-strong-ui-and-bias-free-ai-technology\/\" target=\"_blank\" rel=\"noreferrer noopener\">biases<\/a> being applied to every decision. The elephant is always there, and if it isn\u2019t addressed, that blindness dominates the decision-making process. <\/p>\n<p>For more than 200 years, economic systems were built on the blatant fallacy that humans behave rationally, ignoring the elephant and producing global systems that are prone to periodic severe failures, thanks in part to \u201ctheory-induced blindness.\u201d Political pundits were also famously demonstrated to be less accurate in their predictions than \u201cdart-throwing chimpanzees,\u201d thanks to biases like \u201cinattentional blindness\u201d and the \u201cDunning-Kruger effect.\u201d<\/p>\n<h2 id=\"h-the-unscalable-brain\">The unscalable brain<\/h2>\n<p>Worse still, the elephant is growing, and sometimes that growth is exponential. This growth is the product of the trade-off between complexity and cognitive bias. Human cognition isn\u2019t fundamentally scalable, as the human brain can\u2019t just spin up new hardware to apply cognition to address greater complexity. Complexity also continues to increase, at an increasing rate, so not only is the trade-off growing more severe, but that growth is accelerating. Humanity also faces too many challenges to survival to suffer technological stagnation, as that too poses a myriad of different existential risks like <a href=\"https:\/\/venturebeat.com\/data-infrastructure\/how-we-can-reduce-data-impact-on-climate-change\/\" target=\"_blank\" rel=\"noreferrer noopener\">climate change<\/a> and antibiotic-resistant <a href=\"https:\/\/venturebeat.com\/ai\/researchers-leverage-automated-process-to-develop-bacteria-fighting-polymers\/\" target=\"_blank\" rel=\"noreferrer noopener\">bacteria<\/a>.<\/p>\n<p><html><body><\/p>\n<div id=\"boilerplate_2803147\">\n<h3>Event<\/h3>\n<div>\n<p><span>Intelligent Security Summit On-Demand<\/span><\/p>\n<p><span>Learn the critical role of AI &#038; ML in cybersecurity and industry specific case studies. Watch on-demand sessions today.<\/span><\/p>\n<\/div>\n<p><a href=\"https:\/\/avolio.swapcard.com\/intelligentsecuritysummit2022\/registrations\/Start?utm_source=vb&#038;utm_medium=incontent&#038;utm_content=ondemand&#038;utm_campaign=IS22_InContent\"><br \/>\n                Watch Here            <\/a>\n                        <\/p>\n<\/div>\n<p><\/body><\/p>\n<p>Narrow <a href=\"https:\/\/venturebeat.com\/ai\/what-is-artificial-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\">Artificial Intelligence (AI)<\/a> and groups of humans can shift the damage caused by more than 200 different kinds of bias into diluted and obscured new forms, but neither offers the means to overcome the trade-off. Frequently, they make the problem worse by shifting the damage below thresholds of perception and into \u201cunknown unknowns.\u201d<\/p>\n<p>Humanity is already suffering severely and comprehensively from this growing problem, in every domain and every city around the world. Even as the problem grows more severe, humanity\u2019s ability to recognize it is diminished, promoting the growth and formation of information siloes in a world of \u201cchoice overload\u201d where low-quality information is the viral norm. <\/p>\n<p>The gates of every information silo are guarded by biases of expectation, rejecting information that doesn\u2019t conform to the picture of the world that the silo paints. Information that agrees with, and is able to move across many such siloes, must thus be so agreeable as to be trivial, the very opposite of a \u201cbreakthrough.\u201d<\/p>\n<h2>Reality immunity<\/h2>\n<p>Much as the concept of \u201cherd immunity\u201d shows that a virus can\u2019t survive once it can no longer travel across a population, humanity is entering the advanced stages of a parallel concept, \u201creality immunity.\u201d When meaningful discoveries and breakthroughs can no longer travel across a population, that population will reliably drift further away from reality over time. <\/p>\n<p>The means of manipulating populations are well-studied under the domain of \u201cmarketing,\u201d and that manipulation has been automated globally through narrow AI, greatly accelerating and reinforcing such information siloes.<\/p>\n<p>In this way, <a href=\"https:\/\/venturebeat.com\/ai\/were-entering-the-ai-twilight-zone-between-narrow-and-general-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">narrow AI<\/a> has been utilized to great effect, to accelerate the growth of the elephant in every room by making every room conform more robustly to the expectations of the elephant. Should this status quo continue over the coming years, the metaphorical exit to every room will be blocked by the elephant, and the elephant\u2019s 200-plus cognitive biases will make every decision using data of low and decreasing quality. <\/p>\n<p>No human is immune to this, nor can any human in a deeply interconnected world escape the consequences should this continue past that \u201cevent horizon,\u201d beyond which human cognition can no longer escape.<\/p>\n<h2>Beating back subconscious bias<\/h2>\n<p>There is a way to overcome this impending existential threat. Not only that, if a single industry, major company, government or other source still able to transmit knowledge across the world\u2019s information siloes applied the methods to overcome this challenge, a chain reaction could occur across humanity. <\/p>\n<p>This is possible because the opportunity and advantage posed by overcoming this challenge is equal and opposite to the damage caused by the problem. When the impending risk is at the level of cognitive death and subsequent human extinction, the selection pressure applied to the first method of overcoming the challenge becomes the maximum value possible.<\/p>\n<p>Humans can\u2019t scale, and narrow AI can\u2019t \u201cthink,\u201d so neither is suitable for this challenge. However, scalable human-like <a href=\"https:\/\/venturebeat.com\/ai\/deepmind-says-reinforcement-learning-is-enough-to-reach-general-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">intelligence<\/a> can, and at humanity\u2019s present level of scientific understanding, it is also the only thing that can. Since humanity\u2019s further development is effectively gated, the adoption of such technology could be compared to the concept of \u201cThe Great Filter,\u201d where all roads in the development of a species save for one result in extinction.<\/p>\n<p>Climate change, war, supply chain collapse and a myriad of other great risks exist in the world today, but all of them are underpinned by the shared root cause of increasing complexity, and proportionately increasing reliance on cognitive bias. As humanity approaches the event horizon of cognitive death, beyond the point where meaningful information can travel across populations, the line we must never cross grows ever fuzzier.<\/p>\n<p>There is no problem in the world that requires more immediate attention than the root cause shared by all of them. Once this root cause is addressed, what can be done with $100 million today may only require $1 million, and with far greater odds of success and more expediently than was previously possible. The elephant in every room can either be the cause of human extinction, or the greatest opportunity humanity has ever known.<\/p>\n<p>Much as innovation contest hubs discovered that experts outside of a \u201chard problem\u2019s\u201d narrow domain most frequently solved these problems, the problems that those major companies still able to transmit information today consider hard are often, and frequently already have been, solved by others. The problems we face may not be as hard as you think, and they may even have already been solved.<\/p>\n<p><em>Full disclosure: I\u2019ve focused my life on addressing these challenges, because it would be hypocrisy to do otherwise, and extinction doesn\u2019t agree with me. Over the past few years, I and others at AGI Laboratory have volunteered our time for this purpose.<\/em><\/p>\n<p><em>Kyrtin Atreides<\/em> <em>is COO and a leading researcher at AGI Laboratory. <\/em><\/p>\n<div id=\"boilerplate_2736392\">\n<h3 id=\"h-datadecisionmakers\">DataDecisionMakers<\/h3>\n<p>Welcome to the VentureBeat community!<\/p>\n<p>DataDecisionMakers is where experts, including the technical people doing data work, can share data-related insights and innovation.<\/p>\n<p>If you want to read about cutting-edge ideas and up-to-date information, best practices, and the future of data and data tech, join us at DataDecisionMakers.<\/p>\n<p>You might even consider\u00a0<a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/venturebeat.com\/contribute-to-datadecisionmakers\/\">contributing an article<\/a>\u00a0of your own!<\/p>\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/venturebeat.com\/category\/DataDecisionMakers\/\" target=\"_blank\">Read More From DataDecisionMakers<\/a><\/p>\n<\/div>\n<p>\t\t\t\t<\/html><\/div>\n<\/p><\/div>\n<p><a href=\"https:\/\/venturebeat.com\/ai\/cognitive-bias-the-elephant-in-every-room\/\" class=\"button purchase\" rel=\"nofollow noopener\" target=\"_blank\">Read More<\/a><br \/>\n Kyrtin Atreides, AGI Laboratory<\/p>\n","protected":false},"excerpt":{"rendered":"<p>February 12, 2023 8:20 AM Check out all the on-demand sessions from the Intelligent Security Summit here. Across government offices, tech company board rooms and the homes of every individual, there is an elephant in every room. The English idiom is in this case a reference to the same \u201celephant\u201d described in Jonathan Haidt\u2019s social<\/p>\n","protected":false},"author":1,"featured_media":607597,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38531,27697,46],"tags":[],"class_list":{"0":"post-607596","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-cognitive","8":"category-elephant","9":"category-technology"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/posts\/607596","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/comments?post=607596"}],"version-history":[{"count":0,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/posts\/607596\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/media\/607597"}],"wp:attachment":[{"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/media?parent=607596"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/categories?post=607596"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/tags?post=607596"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}