{"id":377904,"date":"2021-12-08T01:25:08","date_gmt":"2021-12-07T22:25:08","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/neuralink-and-tesla-have-an-ai-problem-that-elons-money-cant-solve\/"},"modified":"2021-12-08T01:25:08","modified_gmt":"2021-12-07T22:25:08","slug":"neuralink-and-tesla-have-an-ai-problem-that-elons-money-cant-solve","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/neuralink-and-tesla-have-an-ai-problem-that-elons-money-cant-solve\/","title":{"rendered":"#Neuralink and Tesla have an AI problem that Elon\u2019s money can\u2019t solve"},"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-6a3cd1442524d\" 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-6a3cd1442524d\" 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\/neuralink-and-tesla-have-an-ai-problem-that-elons-money-cant-solve\/#AIs_%E2%80%9Cmapping%E2%80%9D_problem\" >AI\u2019s \u201cmapping\u201d problem<\/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\/neuralink-and-tesla-have-an-ai-problem-that-elons-money-cant-solve\/#Elons_money_is_no_good_here\" >Elon\u2019s money is no good here<\/a><\/li><\/ul><\/nav><\/div>\n<p>&#8220;<strong>#Neuralink and Tesla have an AI problem that Elon\u2019s money can\u2019t solve<\/strong>&#8221;<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-cdn.tnwcdn.com\/image?fit=796%2C417&amp;url=https%3A%2F%2Fcdn0.tnwcdn.com%2Fwp-content%2Fblogs.dir%2F1%2Ffiles%2F2021%2F12%2Felon-burn-money.jpg&amp;signature=cdae28b24f122b48745392d9ac104c76\" \/><\/p>\n<div>Elon Musk\u2019s problems are bigger and more important than yours. While most of us are consumed with our day-to-day activities, Musk has been anointed by a higher power to save us all from ourselves.<\/p>\n<p>He\u2019s here to ensure we <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/elonmusk\/status\/1468032930761035777\">eliminate car accidents<\/a>, make <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.cnbc.com\/news\/why-elon-musks-boring-company-isnt-fixing-traffic-anytime-soon.html#:~:text=In%202017%2C%20Elon%20Musk%20launched,solving%20%E2%80%9Csoul%20destroying%E2%80%9D%20traffic.&amp;text=Founded%20in%202017%20by%20Elon,speeds%20of%20over%20100%20mph.\">traffic a thing of the past<\/a><a>,\u00a0<\/a><em>solve<\/em>\u00a0autism (his words, not mine), <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.wired.com\/story\/heres-how-elon-musk-plans-to-stitch-a-computer-into-your-brain\/\">connect human brains to machines<\/a>, fill the night sky with satellites so everyone can have internet access, and <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.spacex.com\/human-spaceflight\/mars\/\">colonize Mars<\/a>.<\/p>\n<p>He doesn\u2019t exactly know <em>how<\/em> we\u2019re going to accomplish all those things, but he has more than enough money to turn any and every single good idea he\u2019s ever had into a functioning industry.<\/p>\n<p>Who cares if Tesla\u2019s 10, 20, or 100 years away from actually solving the driverless car problem? <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.investopedia.com\/why-tesla-skyrocketed-during-pandemic-5211590\">Financial experts<\/a> are in near-unanimous agreement that $TSLA is doing just fine with its current amount of progress.<\/p>\n<p>What the scientific and machine learning communities think is usually irrelevant to the mainstream when it comes to Musk. The entire field\u2019s views on driverless cars are usually relegated to a mumbling sentence in the next-to-last paragraph of articles about Tesla\u2019s endeavors.<\/p>\n<p>It typically goes something like this: \u201c<em>some experts think these technologies may take longer to mature.<\/em>\u201d<\/p>\n<p>And who cares if Neuralink\u2019s already <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.businessinsider.com\/elon-musk-predicts-neuralink-chip-human-brain-trials-possible-2021-2021-2?r=MX&amp;IR=T#:~:text=Elon%20Musk%20on%20Thursday%20released,by%20the%20end%20of%202020.\">missed expectations<\/a> and is currently about to \u201cinvent\u201d a brain-computer interface that\u2019s exactly as sophisticated as the one <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.economist.com\/news\/eberhard-fetz\">Eberhard Fetz built back in 1969<\/a><a>?<\/a><\/p>\n<p>People who get the opportunity to invest in Neuralink will make money as long as Elon keeps the hype-train going. Never mind that the distant <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" data-internallinksmanager029f6b8e52c=\"4\" title=\"Technology\" target=\"_blank\" rel=\"noopener\">technology<\/a> he claims will one day take the <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.frontiersin.org\/articles\/10.3389\/fnbot.2020.00025\/full\">common BCI<\/a> his company is making today and turn it into a magical telepathy machine is purely hypothetical in 2021.<\/p>\n<p>The reality is that AI can\u2019t do the things Musk needs it to do in order for Tesla and Neuralink to make good on his promises.<\/p>\n<p>Here\u2019s why:<\/p>\n<ol>\n<li>AI has a serious \u201cm<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>ing\u201d problem that Tesla, Neuralink, Google, Amazon, <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/social-mediaa\/\" data-internallinksmanager029f6b8e52c=\"1\" title=\"Social Media\" target=\"_blank\" rel=\"noopener\">Facebook<\/a>, Microsoft, OpenAI, DeepMind and the rest of the players in the field currently have no idea how to solve.<\/li>\n<li>Elon\u2019s money is useless here.<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"AIs_%E2%80%9Cmapping%E2%80%9D_problem\"><\/span>AI\u2019s \u201cmapping\u201d problem<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>When we talk about a<em> mapping problem<\/em> we don\u2019t mean Google Maps. We\u2019re referring to the idea that maps themselves can\u2019t possible by one-to-one representations of a given area.<\/p>\n<p>Any \u201cmap\u201d automatically suffers from severe data loss. In a \u201creal\u201d territory, you can count every blade of grass, every pebble, and every mud puddle. On a map, you just see a tiny representation of the immense reality. Maps are useful for directions, but if you\u2019re trying to count the number of trees on your property or determine exactly how many wolverines are hiding in a nearby thicket, they\u2019re pretty useless.<\/p>\n<p>When we train a deep learning system to \u201cunderstand\u201d something, we have to feed it data. And when it comes to massively complex tasks such as driving a car or interpreting brain waves, it\u2019s simply impossible to have <i>all of the data.\u00a0<\/i>We just sort of map out a tiny-scale approximation of the problem and hope we can scale the algorithms to task.<\/p>\n<p>This is the biggest problem in AI. It\u2019s why Tesla can use <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/diginomica.com\/teslas-dojo-supercomputer-sorting-out-fact-hype#:~:text=At%20Tesla's%20AI%20Day%2C%20Tesla,t%20been%20entirely%20built%20out.\">Dojo<\/a> to train its algorithms in millions, billions, or trillions of iterations \u2013 giving its vehicles more driving experience than that of every human who has ever existed combined \u2014 and, yet, it still makes <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.euronews.com\/news\/tesla-self-driving-beta-not-great-says-elon-musk-as-authorities-probe-tesla-autopilot-cras\">inexplicable mistakes<\/a><a>.<\/a><\/p>\n<p>We can all point <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.tesla.com\/blog\/model-y-achieves-5-star-overall-safety-rating-nhtsa#:~:text=Today%2C%20Model%20Y%2C%20Tesla's%20mid,%2DWheel%20Drive%20(AWD).\">to the statistics<\/a> and shriek \u201cAutopilot is safer than unaugmented human driving!\u201d just like Musk does, but the fact of the matter is that humans are far safer drivers without Autopilot than Tesla\u2019s Full Self Driving features are without a human.<\/p>\n<p>Making the safest, fastest, most efficient production car in history is an incredible feat for which Musk and Tesla should be lauded. But that doesn\u2019t mean the company is anywhere near solving driverless cars or any of the AI problems that plague the entire industry.<\/p>\n<p>No amount of money is going to brute-force human-level algorithms, and Elon Musk may be the only AI \u201cexpert\u201d who still believes <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.forbes.com\/sites\/news\/can-tesla-really-do-without-radar-for-full-self-driving?sh=48f3637d7007\">deep learning-based computer vision alone<\/a> is the key to self-driving vehicles.<\/p>\n<p>And the exact same problem applies to Neuralink, but at a much larger scale.<\/p>\n<p>Experts believe there are more than <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.nature.com\/scitable\/blog\/brain-metrics\/are_there_really_as_many\/#:~:text=Approximately%2086%20billion%20neurons%20in,between%20200%20and%20400%20billion.\">100 billion neurons in the human brain<\/a>. Despite what Elon Musk may have recently tweeted, we don\u2019t even have a basic map of those neurons.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">Replacing faulty\/missing neurons with circuits is the right way to think about it. Many problems can be solved just bridging signals between existing neurons.<\/p>\n<p>Progress will accelerate when we have devices in humans (hard to have nuanced conversations with monkeys) next year.<\/p>\n<p>\u2014 Elon Musk (@elonmusk) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/elonmusk\/status\/1468070398369701890?ref_src=twsrc%5Etfw\">December 7, 2021<\/a><\/p>\n<\/blockquote>\n<p>In fact, neuroscientists are still challenging the idea of regionalized brain activity. <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.scientificamerican.com\/article\/memory-transferred-between-snails-challenging-standard-theory-of-how-the-brain-remembers\/\">Recent studies<\/a> indicate that different neurons light up in changing patterns even when brains access the same memories or thoughts more than once. In other words: if you perfectly map out what happens when a person thinks about ice cream, the next time they think about ice cream the old map could be completely useless.<\/p>\n<p>We don\u2019t know how to map the brain, which means we have no way of building a dataset to train AI how to interpret it.<\/p>\n<p><span>So how do you train an AI to model brain activity? You fake it. You teach a monkey to push a button to summon food and then you teach them how to use a brain computer interface to push the button \u2013 as Fetz did back in 1969. <\/span><\/p>\n<p><span>Then you teach an AI to interpret the whole of the monkey\u2019s brain activity in such a way that it can tell whether the monkey was trying to push the button or not. <\/span><\/p>\n<p><span>Keep in mind, the AI does <\/span><i>not<\/i><span> interpret what the monkey wants to do, it just interprets whether the button should be pushed or not. <\/span><\/p>\n<p><span>So, you\u2019d need a button for everything. You\u2019d need enough test subjects wearing BCIs to generate enough <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/general\/\" data-internallinksmanager029f6b8e52c=\"3\" title=\"General\" target=\"_blank\" rel=\"noopener\">general<\/a>ized brainwave data to train the AI to perform every single function you desired. <\/span><\/p>\n<p><span>The equivalent of this would be if Spotify had to build robots and teach them to play the actual instruments used to make every song on the platform. <\/span><\/p>\n<p><span>Every time you wanted to listen to \u201cBeat It\u201d by Michael Jackson, you\u2019d have to put a training request in with the robots. They\u2019d pick up the instruments and start making absolutely random noises for thousands or millions of training hours until they \u201c<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.wired.com\/story\/ai-has-a-hallucination-problem-thats-proving-tough-to-fix\/\">hallucinated<\/a>\u201d something similar to \u201cBeat It.\u201d <\/span><\/p>\n<p><span>As the AI changed its version of the song, its human developers would give it feedback to indicate if it was getting closer to the original tune or further away. <\/span><\/p>\n<p><span>Meanwhile, a semi-talented human musician could play the entire composition for just about any Michael Jackson song after <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.musical-u.com\/learn\/what-is-playing-by-ear\/\">only a couple of listens<\/a>.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Elons_money_is_no_good_here\"><\/span><span>Elon\u2019s money is no good here<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span>Robots don\u2019t care how rich you are. In fact, AI doesn\u2019t care about anything because it\u2019s just a bunch of algorithms getting smashed together with data to produce bespoke output. <\/span><\/p>\n<p><span>People tend to assume Tesla and Neuralink are going to solve the AI problem because they have, essentially, unlimited backing.<\/span><\/p>\n<p><span>But, as Ian Goodfellow at Apple, Yann LeCun at Facebook, and Jeff Dean at Google can all tell you: if you could solve self-driving cars, the human brain, or AGI with money, it would have already been solved.<\/span><\/p>\n<p><span>Musk may be the richest man alive, but even his wealth doesn\u2019t eclipse <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/money.usnews.com\/investing\/stock-market-news\/slideshows\/most-valuable-tech-companies-in-the-world\">the combined worth of the biggest companies in tech<\/a>. <\/span><\/p>\n<p><span>And, what the general public doesn\u2019t quite seem to grasp is this: Facebook, Google, and Tesla, and all the other AI companies are all working on the exact same AI problems.<\/span><\/p>\n<p><span>When DeepMind was founded its purpose was not to win chess or Go <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/game\/\" data-internallinksmanager029f6b8e52c=\"7\" title=\"Game\" target=\"_blank\" rel=\"noopener\">game<\/a>s. It\u2019s purpose was <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/deepmind.com\/blog\/article\/real-world-challenges-for-agi\">to create an AGI<\/a>. It\u2019s <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/openai.com\/about\/\">the same with GPT-3<\/a> and just about any other multimodal AI system being developed today. <\/span><\/p>\n<p><span>When<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.technologyreview.com\/news\/145289the-ganfather-the-man-whos-given-machines-the-gift-of-imagination\/\"> Ian Goodfellow re-invigorated the field of deep learning<\/a> with his take on neural networking in 2014, he and others working on similar challenges lit a fire under the technology world. <\/span><\/p>\n<p><span>In the time since, we\u2019ve seen the development of <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/openai.com\/blog\/microsoft\/\">multi billion-dollar neural networks<\/a> that push the very limits of compute and hardware. And, even with all of that, we could still be decades or more away from self-driving cars or algorithms that can interpret human neuronal activity. <\/span><\/p>\n<p><span>Money can\u2019t buy a technological breakthrough (it doesn\u2019t hurt, of course, but scientific miracles take more than funding). And, unfortunately for Tesla and Neuralink, many of the smartest, most talented AI researchers in the world know that <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.techtimes.com\/articles\/259776\/20210502\/neuralink-co-founder-leaves-what-happening-elon-musks-brain-company.htm\">making good on Musk\u2019s enormous promises may be a losing endeavor<\/a>.\u00a0<\/span><\/p>\n<p><span>Perhaps that\u2019s why Musk has expanded his recruitment efforts beyond researchers with a background in AI and is now trying to lure any computer <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/sciencee\/\" data-internallinksmanager029f6b8e52c=\"5\" title=\"Science\" target=\"_blank\" rel=\"noopener\">science<\/a> talent he can find.<\/span><\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">A background in \u201cAI\u201d is not needed, just exceptional skill in software or computer design<\/p>\n<p>\u2014 Elon Musk (@elonmusk) <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/elonmusk\/status\/1467965723876208640?ref_src=twsrc%5Etfw\">December 6, 2021<\/a><\/p>\n<\/blockquote>\n<p><span>The good <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/news\/\" data-internallinksmanager029f6b8e52c=\"2\" title=\"News\" target=\"_blank\" rel=\"noopener\">news<\/a> is that absolutely no amount of sober evaluation can dampen the spirits of Musk\u2019s indefatigable fans. Whether he can <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/spaceflightnow.com\/news\/spacex-resumes-work-on-starship-launch-pad-at-kennedy-space-center\">deliver on the goods<\/a>or not has no impact on the amount of worship he receives.<\/span><\/p>\n<p><span>And that\u2019s as likely to change as a Tesla\u2019s ability to produce a self-driving car or Neuralink\u2019s ability to interpret neuron activity in human brains.<\/span><\/p>\n<\/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\/neuralink-tesla-have-an-ai-problem-elons-money-cant-solve\" target=\"_blank\" rel=\"noopener\">Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;#Neuralink and Tesla have an AI problem that Elon\u2019s money can\u2019t solve&#8221; Elon Musk\u2019s problems are bigger and more important than yours. While most of us are consumed with our day-to-day activities, Musk has been anointed by a higher power to save us all from ourselves. He\u2019s here to ensure we eliminate car accidents, make&#8230;<\/p>\n","protected":false},"author":1,"featured_media":377905,"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\/2021\/12\/elon-burn-money.jpg&signature=e036468bf08b9464f7f31ef7c598bb32","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-377904","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\/377904","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=377904"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/377904\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/377905"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=377904"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=377904"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=377904"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}