{"id":564866,"date":"2021-03-03T14:54:12","date_gmt":"2021-03-03T14:54:12","guid":{"rendered":"https:\/\/enterpriseam.com\/egypt\/2021\/03\/03\/why-we-arent-all-taking-our-orders-from-skynet-right-now\/"},"modified":"2021-03-03T14:54:12","modified_gmt":"2021-03-03T14:54:12","slug":"why-we-arent-all-taking-our-orders-from-skynet-right-now","status":"publish","type":"post","link":"https:\/\/enterpriseam.com\/egypt\/2021\/03\/03\/why-we-arent-all-taking-our-orders-from-skynet-right-now\/","title":{"rendered":"Why we aren\u2019t all taking our orders from Skynet right now"},"content":{"rendered":"<p><a class=\"content-anchor\" id=\"tldr-story-06\"><\/a> <strong>Our growing dependence on machine learning AI comes with its own set of risks: <\/strong>Machine learning AI software is constantly being boasted as the technology of the future that will allow cars to drive themselves, help us make smarter investments, and yield more efficient and accurate healthcare services.<\/p>\n<p><strong>But the introduction of these programs are sometimes beset with problems: <\/strong>Self-driving cars sometimes get into accidents, AI-driven investments turn losses, and incorrect diagnoses are given, underlining the pitfalls of AI\u2019s ability to independently make increasingly complex decisions.<\/p>\n<p><strong>What makes machine learning go wrong? <\/strong>The likelihood of errors depends on a lot of factors, including the amount and quality of the data used to train the algorithms, the specific type of machine-learning method chosen, and the algorithm system, according to <a href=\"https:\/\/hbr.org\/2021\/01\/when-machine-learning-goes-off-the-rails\">the Harvard Business Review<\/a>. It also depends on the environment in which machine learning was created and operates. For example, if a machine-learning algorithm for stock trading has been trained using data only from a period of low market volatility and high economic growth, it may not perform well when the economy enters a recession because the data isn\u2019t reflective of current conditions.<\/p>\n<p><strong>Not to mention the ethical dilemmas: <\/strong>When given the freedom of making autonomous decisions, machine-learning AI can sometimes be put in situations with a moral dilemma where they might not make the \u201cethical decision\u201d based on their own algorithms. This could include discriminating against certain genders or races when giving a loan, or self-driving cars needing to decide whether to compromise a vehicle in the next lane or a person on the street.<br \/> .<\/p>\n<p><strong>Does that mean we should reel it in? <\/strong>One possible way to control the level of learning an AI program delves into is to introduce only tested and locked versions at intervals as opposed to letting it constantly evolve \u2014 <a href=\"https:\/\/www.nytimes.com\/2016\/03\/25\/technology\/microsoft-created-a-twitter-bot-to-learn-from-users-it-quickly-became-a-racist-jerk.html\">that or risk another Hitler Twitter bot<\/a>. The US FDA decided to take that route and has typically only approved medical softwares with locked algorithms. However, evidence is now showing that these reeled in softwares are just as risky. Locked-algorithm AI doesn\u2019t necessarily lower the occurrence of inaccurate decisions, environment-bound data, or moral risks.<\/p>\n<p><strong>So what is the solution? We\u2019re still pooling ideas: <\/strong>A group of AI researchers at Apple, Amazon, Google, Facebook, IBM, and Microsoft created the Partnership on AI (PAI) in 2016 to develop best practices on AI, improve public understanding of the technology, and reduce potential harm of AI, reports <a href=\"https:\/\/bdtechtalks.com\/2021\/01\/14\/ai-incident-database\/\">Tech Talk<\/a>. Among their ventures, PAI created the <a href=\"https:\/\/incidentdatabase.ai\/\">AI Incident Database<\/a> which is a repository of documented failures of AI systems in the real world. The database aims to help relevant parties benefit from the past incidents. Engineers can use the database to find out the possible harms their AI systems can cause while managers and risk officers can determine what the right requirements are for a program they are developing.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our growing dependence on machine learning AI comes with its own set of risks: Machine learning AI software is constantly being boasted as the technology of the future that will allow cars to drive themselves, help us make smarter investments, and yield more efficient and accurate healthcare services. But the introduction of these programs are [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":564867,"comment_status":"closed","ping_status":"open","sticky":false,"template":"single-feature.php","format":"standard","meta":{"_acf_changed":false,"newspack_ads_suppress_ads":false,"newspack_popups_has_disabled_popups":false,"newspack_sponsor_sponsorship_scope":"","newspack_sponsor_native_byline_display":"inherit","newspack_sponsor_native_category_display":"inherit","newspack_sponsor_underwriter_style":"inherit","newspack_sponsor_underwriter_placement":"inherit","ep_exclude_from_search":false,"_primary_brand":0,"newspack_featured_image_position":"","newspack_post_subtitle":"","newspack_article_summary_title":"Overview:","newspack_article_summary":"","newspack_hide_updated_date":false,"newspack_show_updated_date":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[9188],"tags":[7094,633,7115,125,2050,3530],"brand":[],"newspack_spnsrs_tax":[],"class_list":["post-564866","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-ai","tag-enterprisepm","tag-healthcare","tag-investment-watch","tag-machine-learning","tag-self-driving-cars","wpautop","entry"],"acf":{"mongo_id":"4269c443-23a0-4ea8-adac-bc99cc173164","is_powered_by":true,"story_type":"1","photo_url":"https:\/\/ent.news\/2021\/3\/407.jpg","photo_position":"above","related_issue":[564855],"teaser":"","voice_url":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.1 (Yoast SEO v27.1.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Why we aren\u2019t all taking our orders from Skynet right now - EnterpriseAM Egypt<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/enterpriseam.com\/egypt\/2021\/03\/03\/why-we-arent-all-taking-our-orders-from-skynet-right-now\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Why we aren\u2019t all taking our orders from Skynet right now\" \/>\n<meta property=\"og:description\" content=\"Our growing dependence on machine learning AI comes with its own set of risks: Machine learning AI software is constantly being boasted as the technology of the future that will allow cars to drive themselves, help us make smarter investments, and yield more efficient and accurate healthcare services. But the introduction of these programs are [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/enterpriseam.com\/egypt\/2021\/03\/03\/why-we-arent-all-taking-our-orders-from-skynet-right-now\/\" \/>\n<meta property=\"og:site_name\" content=\"EnterpriseAM Egypt\" \/>\n<meta property=\"article:published_time\" content=\"2021-03-03T14:54:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/ent.news\/2021\/3\/407.jpg?fit=%2C&ssl=1\" \/>\n<meta name=\"author\" content=\"enterpriseam admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"enterpriseam admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/enterpriseam.com\/egypt\/2021\/03\/03\/why-we-arent-all-taking-our-orders-from-skynet-right-now\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/enterpriseam.com\/egypt\/2021\/03\/03\/why-we-arent-all-taking-our-orders-from-skynet-right-now\/\"},\"author\":{\"name\":\"enterpriseam admin\",\"@id\":\"https:\/\/enterpriseam.com\/egypt\/#\/schema\/person\/ca597032db7e4db868359c123cec256d\"},\"headline\":\"Why we aren\u2019t all taking our orders from Skynet right now\",\"datePublished\":\"2021-03-03T14:54:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/enterpriseam.com\/egypt\/2021\/03\/03\/why-we-arent-all-taking-our-orders-from-skynet-right-now\/\"},\"wordCount\":492,\"publisher\":{\"@id\":\"https:\/\/enterpriseam.com\/egypt\/#organization\"},\"image\":{\"@id\":\"https:\/\/enterpriseam.com\/egypt\/2021\/03\/03\/why-we-arent-all-taking-our-orders-from-skynet-right-now\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/ent.news\/2021\/3\/407.jpg?fit=%2C&ssl=1\",\"keywords\":[\"AI\",\"EnterprisePM\",\"healthcare\",\"investment watch\",\"machine learning\",\"self-driving cars\"],\"articleSection\":[\"ARTIFICIAL INTELLIGENCE\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/enterpriseam.com\/egypt\/2021\/03\/03\/why-we-arent-all-taking-our-orders-from-skynet-right-now\/\",\"url\":\"https:\/\/enterpriseam.com\/egypt\/2021\/03\/03\/why-we-arent-all-taking-our-orders-from-skynet-right-now\/\",\"name\":\"Why we aren\u2019t all taking our orders from Skynet right now - 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AI is poised to transform the healthcare sector through automation and deep learning. Already it is powering implants that monitor patients\u2019 vital signs. Machine learning analyses of complex wound images mean that problems can be detected earlier, helping to\u2026","rel":"","context":"In &quot;THE CUTTING EDGE&quot;","block_context":{"text":"THE CUTTING EDGE","link":"https:\/\/enterpriseam.com\/egypt\/category\/the-cutting-edge\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/ent.news\/internal\/536550.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":550524,"url":"https:\/\/enterpriseam.com\/egypt\/2022\/04\/04\/enterprise-explains-artificial-intelligence-ai\/","url_meta":{"origin":564866,"position":1},"title":"Enterprise Explains: Artificial Intelligence (AI)","author":"enterpriseam admin","date":"4 April 2022","format":false,"excerpt":"Enterprise explains: Artificial Intelligence (AI). A couple of weeks back, advisor for AI to theCIT Ministry Sally Radwan gave us the rundown on the government\u2019s artificial intelligence (AI) strategy. AI is expected to contribute 7.7% to Egypt\u2019s GDP by 2030 \u2014 meaning we had all better get to grips with\u2026","rel":"","context":"In &quot;WHAT\u2019S NEXT&quot;","block_context":{"text":"WHAT\u2019S NEXT","link":"https:\/\/enterpriseam.com\/egypt\/category\/whats-next-2\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/ent.news\/2022\/4\/434.jpg?fit=%2C&ssl=1&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":593582,"url":"https:\/\/enterpriseam.com\/egypt\/2019\/10\/02\/can-ai-produced-art-be-genuinely-creative\/","url_meta":{"origin":564866,"position":2},"title":"Can AI-produced art be genuinely creative?","author":"enterpriseam admin","date":"2 October 2019","format":false,"excerpt":"Can AI-produced art be genuinely creative? AI-produced art has the potential to show us how we as humans frequently limit our own creativity in a very machine-like way, and could force us to rediscover the creative abilities that make us human, argues mathematician Marcus du Sautoy in this Financial Times\u2026","rel":"","context":"In &quot;Worth Listening&quot;","block_context":{"text":"Worth Listening","link":"https:\/\/enterpriseam.com\/egypt\/category\/worth-listening\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/ent.news\/2023\/1\/731.jpg?fit=%2C&ssl=1&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":569216,"url":"https:\/\/enterpriseam.com\/egypt\/2020\/02\/17\/big-tech-has-entered-the-oil-business\/","url_meta":{"origin":564866,"position":3},"title":"Big tech has entered the oil business","author":"enterpriseam admin","date":"17 February 2020","format":false,"excerpt":"Big tech has entered the oil business: Google, Microsoft, and Amazon are keen to market themselves as leaders in energy-saving initiatives. But the same machine learning technology these companies use to reduce dependence on fossil fuels in some areas is also being used to automate oil and gas discovery and\u2026","rel":"","context":"In &quot;Worth watching&quot;","block_context":{"text":"Worth watching","link":"https:\/\/enterpriseam.com\/egypt\/category\/lifestyle\/worth-watching\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/ent.news\/2020\/2\/221.jpg?fit=%2C&ssl=1&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":551471,"url":"https:\/\/enterpriseam.com\/egypt\/2022\/06\/20\/ai-and-machine-learning-are-becoming-key-tools-for-professional-athletes\/","url_meta":{"origin":564866,"position":4},"title":"AI and machine learning are becoming key tools for professional athletes","author":"enterpriseam admin","date":"20 June 2022","format":false,"excerpt":"How AI and machine learning could prevent injury and optimize performance in the world of professional sport: The days of sports professionals pushing their limits and hoping for the best \u2014 and risking injury or exhaustion in the process \u2014 could be behind us. Artificial intelligence (AI) and machine learning\u2026","rel":"","context":"In &quot;WHAT\u2019S NEXT&quot;","block_context":{"text":"WHAT\u2019S NEXT","link":"https:\/\/enterpriseam.com\/egypt\/category\/whats-next-2\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/ent.news\/2022\/6\/465.jpg?fit=%2C&ssl=1&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":595551,"url":"https:\/\/enterpriseam.com\/egypt\/2019\/09\/30\/machine-learning-and-big-data-analysis-set-to-transform-white-collar-jobs\/","url_meta":{"origin":564866,"position":5},"title":"Machine learning and big data analysis set to transform white-collar jobs","author":"enterpriseam admin","date":"30 September 2019","format":false,"excerpt":"Machine learning and big data analysis set to transform white-collar jobs: White-collar jobs may be swept away faster by digital change than in any previous economic transformation, but employees will reap the benefits of machine learning, writes Robert Wright in the Financial Times. As machine learning systems become more sophisticated,\u2026","rel":"","context":"In &quot;Worth reading&quot;","block_context":{"text":"Worth reading","link":"https:\/\/enterpriseam.com\/egypt\/category\/lifestyle\/worth-reading\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/ent.news\/2019\/9\/112.jpg?fit=%2C&ssl=1&resize=350%2C200","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/posts\/564866","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/comments?post=564866"}],"version-history":[{"count":0,"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/posts\/564866\/revisions"}],"acf:post":[{"embeddable":true,"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/afternoon\/564855"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/media\/564867"}],"wp:attachment":[{"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/media?parent=564866"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/categories?post=564866"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/tags?post=564866"},{"taxonomy":"brand","embeddable":true,"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/brand?post=564866"},{"taxonomy":"newspack_spnsrs_tax","embeddable":true,"href":"https:\/\/enterpriseam.com\/egypt\/wp-json\/wp\/v2\/newspack_spnsrs_tax?post=564866"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}