{"id":409144,"date":"2022-02-24T04:14:59","date_gmt":"2022-02-24T01:14:59","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/its-terrifyingly-easy-for-reporters-to-exploit-googles-news-algorithms\/"},"modified":"2022-02-24T04:14:59","modified_gmt":"2022-02-24T01:14:59","slug":"its-terrifyingly-easy-for-reporters-to-exploit-googles-news-algorithms","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/its-terrifyingly-easy-for-reporters-to-exploit-googles-news-algorithms\/","title":{"rendered":"#It\u2019s terrifyingly easy for reporters to exploit Google\u2019s News algorithms"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a39bd537e9cf\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #dd3333;color:#dd3333\" 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: #dd3333;color:#dd3333\" 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><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a39bd537e9cf\" checked aria-label=\"Toggle\" \/><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:\/\/buradabiliyorum.com\/en\/its-terrifyingly-easy-for-reporters-to-exploit-googles-news-algorithms\/#Stupid_in_stupid_out\" >Stupid in, stupid out<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/buradabiliyorum.com\/en\/its-terrifyingly-easy-for-reporters-to-exploit-googles-news-algorithms\/#How_I_exploited_Googles_News_algorithms_to_surface_my_own_content\" >How I exploited Google\u2019s News algorithms to surface my own content<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/buradabiliyorum.com\/en\/its-terrifyingly-easy-for-reporters-to-exploit-googles-news-algorithms\/#Me_VS_the_algorithm\" >Me VS the algorithm<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/buradabiliyorum.com\/en\/its-terrifyingly-easy-for-reporters-to-exploit-googles-news-algorithms\/#Beyond_Voltron_aka_the_scary_part\" >Beyond Voltron, aka the scary part<\/a><\/li><\/ul><\/nav><\/div>\n<p>&#8220;<strong>#It\u2019s terrifyingly easy for reporters to exploit Google\u2019s <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/news\/\" data-internallinksmanager029f6b8e52c=\"2\" title=\"News\" target=\"_blank\" rel=\"noopener\">News<\/a> algorithms<\/strong>&#8221;<\/p>\n<div>\n                            I\u2019ve spent the last eight months turning Google News into my personal playground. I manipulated the algorithm and made it surface my stories whether they were relevant to specific topics or not. This is a big problem.<\/p>\n<p>I\u2019m a regular reporter \u2014 a writer. I have no programming skills or formal education in computer <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/sciencee\/\" data-internallinksmanager029f6b8e52c=\"5\" title=\"Science\" target=\"_blank\" rel=\"noopener\">science<\/a>.<\/p>\n<p>Google\u2019s arguably the most technologically-advanced AI company in Silicon Valley. It also h<a href=\"https:\/\/buradabiliyorum.com\/en\/category\/download-scripts-themes-apps\/\" data-internallinksmanager029f6b8e52c=\"9\" title=\"Download Scripts &amp; Themes &amp; Apps\" target=\"_blank\" rel=\"noopener\">app<\/a>ens to be worth more than two trillion dollars.<\/p>\n<p>Google News reaches almost 300 million users. And I was able to <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/game\/\" data-internallinksmanager029f6b8e52c=\"7\" title=\"Game\" target=\"_blank\" rel=\"noopener\">game<\/a> its algorithms by changing a single word on a web page. Scary isn\u2019t it?<\/p>\n<p>We have \u201creinforcement learning\u201d (RL) to thank for this particular nightmare.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Stupid_in_stupid_out\"><\/span>Stupid in, stupid out<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>As Neural\u2019s Thomas Macaulay recently wrote:<\/p>\n<blockquote><p>[The reinforcement learning] technique provides feedback in the form of a \u201creward\u201d \u2014 a positive number that tells an algorithm that the action it just performed will benefit its goal.<\/p>\n<\/blockquote>\n<p>Sounds simple enough. It\u2019s an idea that works with children (you can go outside and play once you\u2019ve finished your chores) and animals (doggo does a trick, doggo gets a treat).<\/p>\n<p>Let\u2019s use Netflix as an example. If you watch <i>The Karate Kid<\/i><span>, there\u2019s a pretty good chance the algorithm will recommend <\/span><i>Cobra Kai. <\/i><span>And if 10 million people watch <\/span><i>The Tiger King<\/i><span>, there\u2019s a pretty good chance you\u2019ll get a recommendation for it whether you\u2019ve watched related titles not. <\/span><\/p>\n<p><span>Even if you never take one of the algorithm\u2019s suggestions, it\u2019s going to keep surfacing results because it has no choice. <\/span><\/p>\n<p><span>The AI is designed to seek rewards, and it can only be rewarded if it makes a recommendation. <\/span><\/p>\n<p><span>And that\u2019s something we can exploit.\u00a0<\/span><\/p>\n<p><span>The data that feeds Netflix\u2019s algorithms come from its users. We\u2019re directly responsible for what the algorithm recommends. Thus, hypothetically-speaking, it would be trivial to exploit the Netflix recommendation system.<\/span><\/p>\n<p><span>If, for example, you wanted to increase the total number of recommendations a specific piece of content got from the algorithm, all you\u2019d have to do is sign up for X amount of Netflix accounts and watch that piece of content until the algorithm picked up the traffic, where X is however many it takes to move the needle.<\/span><\/p>\n<p><span>Obviously it\u2019s a bit more complicated than that. And there are safeguards Netflix can put into place to mitigate these threats, such as weighting data higher for older accounts and limiting influence from those who don\u2019t meet a minimum viewing hours threshold.<\/span><\/p>\n<p><span>At the end of the day, this isn\u2019t a significant issue for Netflix because every piece of content on the platform has to be explicitly approved. Unlike Google News, Netflix doesn\u2019t source content from the internet.<\/span><\/p>\n<p><span>It\u2019s the same with Spotify. We could sign up for 10 million free accounts, but that would take forever and we\u2019d still just be upping streams for an artist who was already curated onto the platform by humans.<\/span><\/p>\n<p>But the Google News algorithm is different. Not only does it source content from the internet and aggregate it based on popularity, it also sources important data points from journalists like me.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_I_exploited_Googles_News_algorithms_to_surface_my_own_content\"><\/span>How I exploited Google\u2019s News algorithms to surface my own content<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Last June, I wrote about a strange effect my TNW author profile had on the stories Google News surfaced for the search string \u201cartificial intelligence queer.\u201d<\/p>\n<p>As one of the world\u2019s few queer editors in charge of the AI section at a major tech news outlet, the intersection of artificial intelligence technologies and diversity issues is a place of great interest to me.<\/p>\n<p>AI and LGBTQ+ topics were also a popular combination for tech reporters to cover at the time because June is Pride month.<\/p>\n<p>I was shocked to discover a disproportionate number of articles I\u2019d written showed up in the search results.<\/p>\n<figure class=\"post-image post-mediaBleed aligncenter\"><img decoding=\"async\" loading=\"lazy\" alt=\"a screenshot of Google News search results\" width=\"893\" height=\"1517\" class=\"js-lazy\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2021\/06\/aiqueer1.jpg\"\/><figcaption><a rel=\"nofollow noopener\" target=\"_blank\" href=\"#\" data-url=\"https:\/\/twitter.com\/intent\/tweet?url=https%3A%2F%2Feditorial.thenextweb.com%2Fneural%2F2022%2F02%2F24%2Fits-terrifyingly-easy-for-reporters-exploit-googles-news-algorithms%2F&amp;via=thenextweb&amp;related=thenextweb&amp;text=Check out this picture on: Using Incognito Mode, Google News returns 120 results for \u201cartificial intelligence queer,\u201d of which 37 are stories that I wrote.\" data-title=\"Share Using Incognito Mode, Google News returns 120 results for \u201cartificial intelligence queer,\u201d of which 37 are stories that I wrote. on Twitter\" data-width=\"685\" data-height=\"500\" class=\"post-image-share popitup\" title=\"Share Using Incognito Mode, Google News returns 120 results for \u201cartificial intelligence queer,\u201d of which 37 are stories that I wrote. on Twitter\"><i class=\"icon icon--inline icon--twitter--dark\"\/><\/a>Using Incognito Mode, Google News returns 120 results for \u201cartificial intelligence queer,\u201d of which 37 are stories that I wrote.<\/figcaption><noscript><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2021\/06\/aiqueer1.jpg\" alt=\"a screenshot of Google News search results\" width=\"893\" height=\"1517\" class=\"\" srcset=\"\"\/><\/noscript><\/figure>\n<p>It was as though Google News had declared me the queerest AI journalist on the planet. At first, this felt like a win. I like it when people read the articles I write.<\/p>\n<p>But few of the stories the algorithm surfaced had anything to do with the queer community and many had nothing do with AI either.<\/p>\n<p>It quickly dawned on me the algorithm was probably surfacing my stories because of my TNW author profile.<\/p>\n<figure class=\"post-image post-mediaBleed aligncenter\"><img decoding=\"async\" class=\"aligncenter js-lazy\" alt=\"a screenshot of a TNW author profile\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2021\/06\/tristanprofile.jpg\"\/><noscript><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2021\/06\/tristanprofile.jpg\" alt=\"a screenshot of a TNW author profile\" srcset=\"\"\/><\/noscript><\/figure>\n<p>At the time, my author page stated that I covered \u201cqueer stuff\u201d and \u201cartificial intelligence,\u201d among other topics.<\/p>\n<p>So I changed my author profile to say \u201cTristan covers human-centric artificial intelligence advances, quantum computing, STEM, LGBTQ+ issues, physics, and space stuff. Pronouns: He\/him.\u201d<\/p>\n<p>And, a few days later, the algorithm stopped surfacing most of my stories when I did a search for \u201cartificial intelligence queer.\u201d<\/p>\n<p>But when I did a search for \u201cartificial intelligence LGBTQ+ issues\u201d the ratio of my articles to other journalist\u2019s\u00a0was even more skewed in my favor.<\/p>\n<p>We can assume this is because more journalists put \u201cqueer\u201d in their profile than \u201cLGBTQ+ issues.\u201d<\/p>\n<figure class=\"post-image post-mediaBleed aligncenter\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter js-lazy\" alt=\"Screenshots of Google News search results\" width=\"883\" height=\"1144\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2021\/11\/part2lgbtissues.jpg\"\/><noscript><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2021\/11\/part2lgbtissues.jpg\" alt=\"Screenshots of Google News search results\" width=\"883\" height=\"1144\" srcset=\"\"\/><\/noscript><\/figure>\n<p>In practice, this means TNW was accidentally able to capitalize on Google News search traffic for queries such as \u201cSTEM queer,\u201d \u201cquantum queer,\u201d and \u201cartificial intelligence queer,\u201d based solely on the strength of my author profile.<\/p>\n<p>There\u2019s a better-than-zero chance that one of my video game reviews or ranting opinion pieces about Elon Musk may have surfaced over pieces from other journalists that were actually related to queerness and artificial intelligence. That sucks.<\/p>\n<p>In the news industry, those pageviews (or lack thereof) can affect what journalists choose to cover or what their editors allow them to. Pageviews can also cost people their jobs.<\/p>\n<p>Not to mention the fact that news consumers aren\u2019t necessarily getting the strongest or most popular articles when they search the Google News app.<\/p>\n<p>When I see people claiming that the <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/social-mediaa\/\" data-internallinksmanager029f6b8e52c=\"1\" title=\"Social Media\" target=\"_blank\" rel=\"noopener\">media<\/a> doesn\u2019t cover the stories they think are important or that the entire field has gotten a story wrong, I can\u2019t help but wonder what impact algorithms have on their perception.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Me_VS_the_algorithm\"><\/span>Me VS the algorithm<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Google News made things personal when it put a selection algorithm into production that took it upon itself to decide that <i>everything<\/i> I wrote was queer just because I am. That\u2019s a stupid way to curate the news.<\/p>\n<p>I couldn\u2019t help but wonder how stupid the AI really was. Could I convince Google News to surface my TNW articles whenever someone searched for any term I wanted?<\/p>\n<p>The answer\u2019s a very sad \u201cyes.\u201d Despite the fact that nearly 300 million people use Google News, somehow I\u2019m able to determine what they see when they search for specific topics by merely changing a single word in my author profile.<\/p>\n<p>I put the word \u201cSpiderman\u201d in my profile and, to the infinite amusement of my inner child, I became synonymous with \u201cquantum computing Spiderman\u201d in Google News.<\/p>\n<p>This was no small feat considering the amount of <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/marvelcinematicuniverse.fandom.com\/wiki\/Quantum_Realm\">delightful quantum bullshit<\/a> Marvel packs into the MCU.<\/p>\n<p>There are a lot of news stories that discuss Spiderman and quantum physics. None of them were written by me. But that doesn\u2019t stop the Google News algorithm from giving my unrelated pieces head-of-the-line privileges in search results.<\/p>\n<figure class=\"post-image post-mediaBleed aligncenter\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter js-lazy\" width=\"981\" height=\"1352\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2021\/11\/qcspidey.jpg\"\/><noscript><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2021\/11\/qcspidey.jpg\" width=\"981\" height=\"1352\" srcset=\"\"\/><\/noscript><\/figure>\n<p>I didn\u2019t stop at Spiderman. As a child, Spiderman was my favorite superhero. But Voltron was my favorite cartoon.<\/p>\n<p>If you go to Google News right now (as of the time of this article\u2019s publishing) and do a search for any of the following terms, you\u2019ll find a significant portion of the results returned by the algorithm were written by me.<\/p>\n<ul>\n<li>Artificial intelligence Voltron<\/li>\n<li>Quantum Voltron<\/li>\n<li>STEM Voltron<\/li>\n<li>Physics Voltron<\/li>\n<\/ul>\n<p>Keep in mind, I\u2019ve never actually written about Voltron. That\u2019s why the algorithm won\u2019t return any results for my work if you just search for \u201cVoltron\u201d on its own.<\/p>\n<p>Google\u2019s News algorithms work like recommendation models despite the fact they\u2019re actually deterministic.<\/p>\n<p>This is significant because TNW only puts a link to my author profile on pieces I\u2019ve published. The actual text in my profile does not appear on the articles I write.<\/p>\n<p>If I change my author profile, the algorithm changes the Google News search results.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Beyond_Voltron_aka_the_scary_part\"><\/span>Beyond Voltron, aka the scary part<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>It\u2019s a safe bet my ability to make one of the world\u2019s most popular news aggregators surface my work at will is a bug and not a feature.<\/p>\n<p>But, technically speaking, I\u2019m not doing anything wrong. I didn\u2019t sign a contract with Google stating I wouldn\u2019t change my TNW author profile. This is a Google problem. And it\u2019s way bigger than me or TNW.<\/p>\n<p>If I can accidentally stumble onto a way to turn Google News into a sandbox for my journalistic shenanigans, what could someone with genuinely nefarious intentions accomplish?<\/p>\n<p>It\u2019s likely Google will fix this issue at some point. Perhaps some developer will change a single line of code somewhere in the giant Google haystack, and the algorithm will stop crawling author pages. It\u2019ll be like none of this ever happened.<\/p>\n<p>But what about the next AI model? Can doctors or insurance companies exploit Google\u2019s medical AI? Can governments or corporations exploit the algorithms running Google Search? Can extremists exploit YouTube\u2019s recommendation engine?<\/p>\n<p>These problems are not unique to Google. Nearly every big tech company from Meta to Amazon uses RL agents that train on public data to make recommendations and determinations.<\/p>\n<p>Just ask Microsoft about Tay, the RL-powered chatbot it stupidly allowed to train on interactions with the <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/general\/\" data-internallinksmanager029f6b8e52c=\"3\" title=\"General\" target=\"_blank\" rel=\"noopener\">general<\/a> public.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">&#8220;Tay&#8221; went from &#8220;humans are super cool&#8221; to full nazi in &lt;24 hrs and I&#8217;m not at all concerned about the future of AI <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/t.co\/xuGi1u9S1A\">pic.twitter.com\/xuGi1u9S1A<\/a><\/p>\n<p>\u2014 gerry (@geraldmellor) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/geraldmellor\/status\/712880710328139776?ref_src=twsrc%5Etfw\">March 24, 2016<\/a><\/p>\n<\/blockquote>\n<p>RL models give big tech companies the ability to service clients, customers, and users at scales that would otherwise be unfathomable. Without them, none of the big tech companies would have the reach (and worth) they currently do.<\/p>\n<p>But they don\u2019t necessarily make things better. It should scare everyone to know that streaming entertainment, social media, and news aggregator surfacing algorithms all operate on the same general principles.<\/p>\n<p>If it\u2019s easier for a journalist to decide which articles you read by gaming the algorithm than producing quality work, it\u2019s going to be exponentially harder for people who write quality work to reach human audiences.<\/p>\n<p>The bottom line is: no matter how you feel about the current state of journalism, it can definitely get worse. And, with algorithms like Google\u2019s in charge, it almost certainly will.<\/p>\n<p>I\u2019m probably not the first reporter, SEO engineer, or influencer to stumble onto a simple-yet-effective exploit like this. I definitely won\u2019t be the last.<\/p>\n<p>Fix your shit Google.\n                        <\/p><\/div>\n<p><script async src=\"\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<blockquote><p><strong><span style=\"color: #ff6600;\">If you liked the article, do not forget to share it with your friends. Follow us on\u00a0<span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/news.google.com\/publications\/CAAqBwgKMLG0nwswvr63Aw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google News<\/a><\/span>\u00a0too, click on the star and choose us from your favorites.<\/span><\/strong><\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\">For forums sites go to <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/forum.buradabiliyorum.com\/\" target=\"_blank\" rel=\"noopener\">Forum.BuradaBiliyorum.Com<\/a><\/span><\/strong>\n<\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more like this article, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/en.buradabiliyorum.com\/technology\/\" target=\"_blank\" rel=\"noopener\">Technology category.<\/a><\/span><\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/thenextweb.com\/news\/its-terrifyingly-easy-for-reporters-exploit-googles-news-algorithms\" target=\"_blank\" rel=\"noopener\">Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;#It\u2019s terrifyingly easy for reporters to exploit Google\u2019s News algorithms&#8221; I\u2019ve spent the last eight months turning Google News into my personal playground. I manipulated the algorithm and made it surface my stories whether they were relevant to specific topics or not. This is a big problem. I\u2019m a regular reporter \u2014 a writer. I&#8230;<\/p>\n","protected":false},"author":1,"featured_media":409145,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/img-cdn.tnwcdn.com\/image\/neural?filter_last=1&fit=1280,640&url=https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2022\/02\/spiderman.jpg&signature=8b31d0863bead65a60e40ceafb46cf5c","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-409144","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/409144","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=409144"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/409144\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/409145"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=409144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=409144"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=409144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}