{"id":5094,"date":"2019-01-11T11:13:01","date_gmt":"2019-01-11T11:13:01","guid":{"rendered":"https:\/\/www.wasteyourtime.co\/?p=5094"},"modified":"2019-09-02T11:46:26","modified_gmt":"2019-09-02T10:46:26","slug":"algorithms-make-fails","status":"publish","type":"post","link":"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/","title":{"rendered":"The algorithms make fails"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_74 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/#Algorithmic_errors_that_could_cost_us_a_lot_Embarrassingly_algorithms_make_fails_more_often_than_you_expect\" >Algorithmic errors that could cost us a lot. Embarrassingly algorithms make fails more often than you expect.<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/#But_what_happens_when_that_process_goes_messy_When_algorithms_make_fails\" >But what happens when that process goes messy? When algorithms make fails?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/#It_was_approved_within_15_minutes\" >It was approved within 15 minutes.<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/#Scary_and_unethical_But_its_an_algorithm_that_makes_fails\" >Scary and unethical. But it&#8217;s an algorithm that makes fails.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/#Who_is_responsible_when_it_is_hacked\" >Who is responsible when it is hacked?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/#There_are_so_many_examples_of_how_the_algorithms_make_fails\" >There are so many examples of how the algorithms make fails.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/#The_truth_is_that_most_of_the_algorithms_fail_are_far_from_fatal\" >The truth is that most of the algorithms fail\u00a0are far from fatal.\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/#One_of_the_examples_is_the_case_from_Twitter\" >One of the examples is the case from Twitter.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/#What_do_these_mishaps_have_to_do_with_algorithms\" >What do these mishaps have to do with algorithms?<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/traders-paradise.com\/magazine\/2019\/01\/algorithms-make-fails\/#The_bottom_line\" >The bottom line<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Algorithmic_errors_that_could_cost_us_a_lot_Embarrassingly_algorithms_make_fails_more_often_than_you_expect\"><\/span>Algorithmic errors that could cost us a lot. Embarrassingly algorithms make fails more often than you expect<span style=\"font-weight: 400;\">.<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: right;\"><i><span style=\"font-weight: 400;\">3 min read<\/span><\/i><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-4676 size-full\" src=\"https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/automated-trading-systems-can-increase-your-trading-profits-3-e1545031950437.jpeg\" alt=\"Automated Trading Systems Can Increase Your Trading Profits 2\" width=\"700\" height=\"453\" \/><br \/>\n<span style=\"font-weight: 400;\">Yes, algorithms make\u00a0fails. Technology is not just for geeks, but for all of us. That\u2019s a lot of people. Only a few companies such as Apple, Amazon, Microsoft, and Google have control over our wallet. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do they make decisions by themselves or it is an <a href=\"https:\/\/en.wikipedia.org\/wiki\/Algorithm\">algorithm<\/a> involved in the whole process that helps them to make important decisions?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Big companies increasingly rely on algorithms. It doesn&#8217;t always work out.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Vignettes that tell tales of companies pushing their technologies forward, ignoring conventional wisdom and social norms fill modern history.<\/span><\/p>\n<p><a href=\"https:\/\/traders-paradise.com\/magazine\/2018\/11\/artificial-intelligence\"><span style=\"color: #0000ff;\"><strong>YOU WOULD LIKE TO READ: Artificial intelligence and machine learning we can apply to the financial markets<\/strong><\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">But what happens in today\u2019s modern machine learning, AI-driven world when the algorithms fail?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">What happens when the machine isn\u2019t offering advice, but provide a decision? And do it wrong. What to do when the machines are wrong? Who\u2019s liable? Does liability now move from the user to the provider of solutions?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Social media relies on algorithms to match their users with content that might interest them. <\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"But_what_happens_when_that_process_goes_messy_When_algorithms_make_fails\"><\/span><b>But what happens when that process goes messy? When algorithms make fails?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Over the past several years, there have been some serious fails with algorithms. Algos are the formulas or sets of rules used in digital decision-making processes. Now, the question is, do we put too much trust in the digital systems.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">There&#8217;s one clear standout: the algorithms making the automated decisions that shape our online experiences require more human oversight.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A perfect example is the Facebook News Feed. No one knows how it works that some of your posts show up on some people&#8217;s News Feeds or not, but Facebook does.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The first case in a string of incidents involved Facebook&#8217;s advertising back end. After it was revealed that people who bought ads on the social network were able to target them at self-described anti-Semites.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Disturbingly, the social media&#8217;s ad-targeting tool allowed companies to show ads specifically to people whose Facebook profiles used words like &#8220;Jew hater&#8221; or &#8220;How to burn Jews.&#8221;<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5098 size-full\" src=\"https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/2019\/01\/the-algorithms-make-fails-3.jpg\" alt=\"The algorithms make fails 2\" width=\"497\" height=\"603\" srcset=\"https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/2019\/01\/the-algorithms-make-fails-3.jpg 497w, https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/2019\/01\/the-algorithms-make-fails-3-247x300.jpg 247w, https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/2019\/01\/the-algorithms-make-fails-3-370x449.jpg 370w, https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/2019\/01\/the-algorithms-make-fails-3-424x514.jpg 424w\" sizes=\"auto, (max-width: 497px) 100vw, 497px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">The website paid $30 for an ad that targets an audience that would respond positively to things like &#8220;why Jews ruin the world&#8221; and &#8220;Hitler did nothing wrong.&#8221;<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"It_was_approved_within_15_minutes\"><\/span><b>It was approved within 15 minutes. <\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">But Facebook&#8217;s racist ad-targeting didn&#8217;t cause enough for concern.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Instagram was caught using a post that included a rape threat to promote itself.<\/span><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5099 size-full\" src=\"https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/2019\/01\/the-algorithms-make-fails-4.jpg\" alt=\"The algorithms make fails 3\" width=\"476\" height=\"513\" srcset=\"https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/2019\/01\/the-algorithms-make-fails-4.jpg 476w, https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/2019\/01\/the-algorithms-make-fails-4-278x300.jpg 278w, https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/2019\/01\/the-algorithms-make-fails-4-370x399.jpg 370w, https:\/\/traders-paradise.com\/magazine\/wp-content\/uploads\/2019\/01\/the-algorithms-make-fails-4-424x457.jpg 424w\" sizes=\"auto, (max-width: 476px) 100vw, 476px\" \/><br \/>\n<span style=\"font-weight: 400;\">After a female Guardian reporter received a threatening email, &#8220;I will rape you before I kill you, you filthy whore!&#8221; she took a screen grab of the message and posted it to her Instagram account. The image-sharing platform then turned the screenshot into an advertisement, targeted to her friends and family members.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Scary_and_unethical_But_its_an_algorithm_that_makes_fails\"><\/span><b>Scary and unethical. But it&#8217;s an algorithm that makes fails.<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Try to tell that to the people that were targeted.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">And, how about Amazon showing you related books? Related searches on Google? All of these are closely guarded secrets that do a lot of work for the company and can have a big impact on your life.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It&#8217;s logical to ask ourselves, what are the ethics of liability, and who will be responsible if and when algorithms take over?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Human beings have an explanation, no matter how imperfectly, why they took the actions that they did. Simple rule-based computer programs leave a trail. But the cognitive systems cannot explain or justify their decisions.<\/span><\/p>\n<p><a href=\"https:\/\/traders-paradise.com\/magazine\/2018\/11\/artificial-intelligence\"><span style=\"color: #0000ff;\"><strong>YOU WOULD LIKE TO READ: Artificial intelligence and machine learning we can apply to the financial markets<\/strong><\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">For example, why did the autonomous vehicle behave the way it did when its brakes failed? <\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Who_is_responsible_when_it_is_hacked\"><\/span><b>Who is responsible when it is hacked? <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Will data companies need insurance coverage for forwarding forecasts or will the usual legalese in marketing and delivery footnotes suffice? <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Will they need to advise customers that they should not rely, for business purposes, on the expensive systems they have just purchased?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">There are so many questions, but we want to point some algo fails from the recent past.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Algorithms aren&#8217;t perfect.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Algo fails and some fail spectacularly. Speaking about social media, a small glitch can turn into a PR nightmare real quick. It&#8217;s rarely malicious. This is something that the New York Times calls &#8220;Frankenstein Moments.&#8221; The situation where the creature someone created turns into a monster.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"There_are_so_many_examples_of_how_the_algorithms_make_fails\"><\/span><b>There are so many examples of how the algorithms make fails.<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Everyone who has the profile on Facebook, with no doubt can see its end-of-year, algorithm-generated videos with highlights from the last 12 months.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This example happened in 2014. One father saw a picture of his late daughter. Another man saw snapshots of his home in flames. Other examples show people seeing their late pets, urns full of a parent&#8217;s ashes, and deceased friends. By 2015, Facebook promised to filter out sad memories.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"The_truth_is_that_most_of_the_algorithms_fail_are_far_from_fatal\"><\/span><b>The truth is that most of the algorithms fail\u00a0are far from fatal.\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">But the world of self-driving cars brings in a whole new level of danger. That&#8217;s already happened at least once. A Tesla owner on a Florida highway used the semi-autonomous mode (Autopilot) and crashed into a tractor-trailer that cut him off.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yes, Tesla quickly issued upgrades. But we have to ask, was it really the Autopilot mode fault? The National Highway Traffic Safety Administration says maybe not since the system requires the driver to stay alert for problems. Now, Tesla prevents Autopilot from even being engaged if the driver doesn&#8217;t respond to visual cues first.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"One_of_the_examples_is_the_case_from_Twitter\"><\/span><b>One of the examples is the case from Twitter.<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">There is another example of algorithms make fails. A couple of years ago, chatbots were supposed to replace customer service reps. The aim was to make the online world a chatty place to get info.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Microsoft responded in March 2016 by promoting an AI named Tay. It should provide that people, specifically 18- to 24-year-olds, may interact with on Twitter. Tay, in turn, would make public tweets for the masses.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But in less than 24 hours, Tay became a full-blown racist. She learned from the foul-mouthed masses, obviously.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Microsoft pulled Tay down instantly. She returned as a new AI named Zo in December 2016. But now with &#8220;strong checks and balances in place to protect her from exploitation.&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The social media companies are not the only ones afflicted by these algorithms fails. It seems that Amazon&#8217;s recommendation engine may have been helping people buy bomb-making ingredients together.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The online retailer&#8217;s &#8220;frequently bought together&#8221; feature might suggest you purchase sugar after you&#8217;ve put an order of powder. But, when users buy household items used in homemade bomb building, the site suggested they might be interested in buying other bomb ingredients.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_do_these_mishaps_have_to_do_with_algorithms\"><\/span><b>What do these mishaps have to do with algorithms?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The common element in all\u00a0the algorithms fails is that the decision-making was done by machines. It highlights the problems that can arise when major tech firms rely so heavily on automated systems.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">There are legal issues here. And there are ethic issues. There might be basic training in \u201cuse the algorithm as input\u201d but the final decision is a human one. And one day, some human is going to make the wrong \u201chuman decision.\u201d When an algorithm says \u201cno\u201d and a person cancel it, we all know that the shit is going to hit the fan.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The tide is changing in this area. It comes with increased demands for algorithmic transparency and bigger human involvement. It is necessary to avoid the problematic outcomes we&#8217;ve seen in recent years.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But real change is going to require a philosophical shift.<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"The_bottom_line\"><\/span><b>The bottom line<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">The companies have a focus on growth and scaling. And to fit the massive sizes, they have turned to algorithms. But, algorithms make fails, as we can see. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">But algorithms do not exist in isolation. As long as we rely solely on algorithmic oversight of things like ad targeting, ad placement and suggested purchases, we&#8217;ll see more of these disturbing scenarios. While algorithms might be good at managing decision-making on a massive scale, they lack the human understanding of context and gradation. And ethic too.<\/span><\/p>\n<p><a href=\"https:\/\/traders-paradise.com\/magazine\/2018\/07\/money-risk-trading\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><b>Risk Disclosure (read carefully!)<\/b><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Algorithmic errors that could cost us a lot. Embarrassingly algorithms make fails more often than you expect. 3 min read Yes, algorithms make\u00a0fails. Technology is not just for geeks, but for all of us. That\u2019s a lot of people. Only a few companies such as Apple, Amazon, Microsoft, and Google have control over our wallet. [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":5122,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[1004,1011],"tags":[707,708],"class_list":["post-5094","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-latest-financial-news","category-hi-tech-news","tag-algorithms","tag-algorithms-make-fails"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Algorithms make\u00a0fails and that may cause great damages.<\/title>\n<meta name=\"description\" content=\"Algorithms make\u00a0fails. 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