{"id":27297,"date":"2017-02-05T13:02:26","date_gmt":"2017-02-05T11:02:26","guid":{"rendered":"https:\/\/mamchenkov.net\/wordpress\/?p=27297"},"modified":"2017-02-05T13:02:26","modified_gmt":"2017-02-05T11:02:26","slug":"trust-in-automation","status":"publish","type":"post","link":"https:\/\/mamchenkov.net\/wordpress\/2017\/02\/05\/trust-in-automation\/","title":{"rendered":"Trust in Automation"},"content":{"rendered":"<!-- google_ad_section_start -->\n<p><a href=\"http:\/\/breandan.net\/2017\/02\/02\/trust-in-automation\/\">Trust in Automation<\/a> is by far the best thing I&#8217;ve read on the subjects of artificial intelligence and machine learning, and their affects on human society. \u00a0There are plenty of links and quotes that make you think and want you to learn more &#8230; until you don&#8217;t. \u00a0It&#8217;s not depressing, but it is quite concerning. \u00a0Here are a couple of\u00a0quotes from the article (some of them are quotes of other people), which I liked:<\/p>\n<blockquote><p>As the cost of labor goes up and the cost of machinery goes down, at some point, it\u2019ll be cheaper to use machines than people. With the increase in productivity, the GDP goes up, but so does unemployment. What do you do? \u2026 The best way is to reduce the time a certain portion of the population spends living, and then find ways to keep them busy.<\/p>\n<p>\u2014Jingfang Hao, <em><a href=\"http:\/\/uncannymagazine.com\/article\/folding-beijing-2\/\">Folding Beijing<\/a><\/em> (2014)<\/p><\/blockquote>\n<p>Also this one:<\/p>\n<blockquote><p>If you think discrimination is bad today, just wait until the machines take over. They will discriminate based on the the shade of your iris, the shape of your brow, the size of a tatoo, or any arbitrary collection of low-level traits whose presence triggers a subtle bias.<\/p><\/blockquote>\n<!-- google_ad_section_end -->\n","protected":false},"excerpt":{"rendered":"<!-- google_ad_section_start -->\n<p>Trust in Automation is by far the best thing I&#8217;ve read on the subjects of artificial intelligence and machine learning, and their affects on human society. \u00a0There are plenty of links and quotes that make you think and want you to learn more &#8230; until you don&#8217;t. \u00a0It&#8217;s not depressing, but it is quite concerning. &hellip; <a href=\"https:\/\/mamchenkov.net\/wordpress\/2017\/02\/05\/trust-in-automation\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Trust in Automation<\/span><\/a><\/p>\n<!-- google_ad_section_end -->\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"Trust in Automation #AI #SciFi","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_links_to":"","_links_to_target":""},"categories":[1,62],"tags":[1462,429,3493,655],"keyring_services":[],"class_list":["post-27297","post","type-post","status-publish","format-standard","hentry","category-general","category-technology","tag-artificial-intelligence","tag-culture","tag-machine-learning","tag-science"],"aioseo_notices":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack-related-posts":[{"id":42711,"url":"https:\/\/mamchenkov.net\/wordpress\/2019\/06\/12\/top-20-apis-you-should-know-in-ai-and-machine-learning\/","url_meta":{"origin":27297,"position":0},"title":"Top 20 APIs You Should Know In AI and Machine Learning","author":"Leonid Mamchenkov","date":"June 12, 2019","format":false,"excerpt":"If you are playing around with the artificial intelligence and machine learning, have a look at this list of \"Top 20 APIs You Should Know In AI and Machine Learning\". These are nicely organized by subject as well: Machine Learning and Prediction APIs BigMLPredictionIOAnacondaBlue Yonder PlatformMLJARNuPICRecombeeindico APIs for Face Detection\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":28313,"url":"https:\/\/mamchenkov.net\/wordpress\/2018\/01\/09\/how-an-a-i-cat-and-mouse-game-generates-believable-fake-photos\/","url_meta":{"origin":27297,"position":1},"title":"How an A.I. \u2018Cat-and-Mouse Game\u2019 Generates Believable Fake Photos","author":"Leonid Mamchenkov","date":"January 9, 2018","format":false,"excerpt":"The New York Times is running a very fascinating article on the progress of the artificial intelligence and machine learning in both identifying and generating fake photos -\u00a0How an A.I. \u2018Cat-and-Mouse Game\u2019 Generates Believable Fake Photos.\u00a0 \u00a0The above image shows the progress of the AI working against itself and learning\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/01\/fake-faces-progress-500x500.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":29154,"url":"https:\/\/mamchenkov.net\/wordpress\/2018\/12\/28\/machine-learning-101-by-jason-mayes\/","url_meta":{"origin":27297,"position":2},"title":"Machine Learning 101 by Jason Mayes","author":"Leonid Mamchenkov","date":"December 28, 2018","format":false,"excerpt":"There is a tonne of information both online and offline on the subjects of Artificial Intelligence and Machine Learning. Some resources provide just the bare minimum introductory information. Others dive deep into specifics. But I haven't seen one that is as easy to follow as Jason Mayes' Machine Learning 101\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":28179,"url":"https:\/\/mamchenkov.net\/wordpress\/2017\/11\/06\/php-ml-machine-learning-library-for-php\/","url_meta":{"origin":27297,"position":3},"title":"PHP-ML &#8211; Machine Learning library for PHP","author":"Leonid Mamchenkov","date":"November 6, 2017","format":false,"excerpt":"PHP-ML is a machine learning library for PHP.\u00a0 Given, PHP is probably not the best choice when it comes to machine learning, but sometimes one is limited in technology stack choices, so it's good have options like this one. Fresh approach to Machine Learning in PHP. Algorithms, Cross Validation, Neural\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":28383,"url":"https:\/\/mamchenkov.net\/wordpress\/2018\/02\/15\/how-to-analyze-tweet-sentiments-with-php-machine-learning\/","url_meta":{"origin":27297,"position":4},"title":"How to Analyze Tweet Sentiments with PHP Machine Learning","author":"Leonid Mamchenkov","date":"February 15, 2018","format":false,"excerpt":"Machine learning is rarely mentioned in the same sentence (or article, for that matter) with PHP, so each time this happens, I'm all ears.\u00a0 Here's one that I came across recently -\u00a0How to Analyze Tweet Sentiments with PHP Machine Learning. Unlike many other \"hello world\" kind of examples, this article\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":29139,"url":"https:\/\/mamchenkov.net\/wordpress\/2018\/12\/27\/data-science-cheatsheets\/","url_meta":{"origin":27297,"position":5},"title":"Data Science Cheatsheets","author":"Leonid Mamchenkov","date":"December 27, 2018","format":false,"excerpt":"Here's a good collection of cheatsheets for anyone involved with Big Data and machine learning. Whether you are already well versed in the subject, or just starting, I'm sure you'll find something useful. And while we are on the subject of machine learning, check out this repository for examples in\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=1400%2C800&ssl=1 4x"},"classes":[]}],"jetpack_sharing_enabled":true,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts\/27297","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/comments?post=27297"}],"version-history":[{"count":0,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts\/27297\/revisions"}],"wp:attachment":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/media?parent=27297"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/categories?post=27297"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/tags?post=27297"},{"taxonomy":"keyring_services","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/keyring_services?post=27297"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}