{"id":633439,"date":"2024-09-04T20:05:00","date_gmt":"2024-09-04T17:05:00","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/this-week-in-ai-vcs-and-devs-are-enthusiastic-about-ai-coding-tools\/"},"modified":"2024-09-04T20:05:00","modified_gmt":"2024-09-04T17:05:00","slug":"this-week-in-ai-vcs-and-devs-are-enthusiastic-about-ai-coding-tools","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/this-week-in-ai-vcs-and-devs-are-enthusiastic-about-ai-coding-tools\/","title":{"rendered":"#This Week in AI: VCs (and devs) are enthusiastic about AI coding tools"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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-6a243297b2fac\" 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-6a243297b2fac\" 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\/this-week-in-ai-vcs-and-devs-are-enthusiastic-about-ai-coding-tools\/#News\" >News<\/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\/this-week-in-ai-vcs-and-devs-are-enthusiastic-about-ai-coding-tools\/#Research_paper_of_the_week\" >Research paper of the week<\/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\/this-week-in-ai-vcs-and-devs-are-enthusiastic-about-ai-coding-tools\/#Model_of_the_week\" >Model of the week<\/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\/this-week-in-ai-vcs-and-devs-are-enthusiastic-about-ai-coding-tools\/#Grab_bag\" >Grab bag<\/a><\/li><\/ul><\/nav><\/div>\n<div>\n<p id=\"speakable-summary\" class=\"wp-block-paragraph\"><em>Hiya, folks, welcome to TechCrunch\u2019s regular AI <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/news\/\" data-internallinksmanager029f6b8e52c=\"2\" title=\"News\" target=\"_blank\" rel=\"noopener\">news<\/a>letter. If you want this in your inbox every Wednesday, sign up\u00a0here.<\/em><\/p>\n<p class=\"wp-block-paragraph\">This week in AI, two startups developing tools to generate and suggest code \u2014 Magic and Codeium \u2014 raised nearly half a billion dollars combined. The rounds were high even by AI sector standards, especially considering that Magic hasn\u2019t launched a product or generated revenue yet.<\/p>\n<p class=\"wp-block-paragraph\">So why the investor enthusiasm? Well, coding isn\u2019t an easy \u2014 or inexpensive \u2014 business. And there\u2019s demand from both companies and individual developers for ways to streamline the more arduous processes around it.<\/p>\n<p class=\"wp-block-paragraph\">According to one <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/stripe.com\/reports\/developer-coefficient-2018\">survey<\/a>, the average dev spends close to 20% of their workweek maintaining existing code rather than writing anything new. In a separate <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/adtmag.com\/articles\/2018\/09\/10\/developer-survey.aspx\">study<\/a>, companies said that excessive code maintenance (including addressing technical debt and fixing poorly performing code) costs them $85 billion per year in lost opportunities.<\/p>\n<p class=\"wp-block-paragraph\">AI tools can assist here, many devs and firms believe. And, for what it\u2019s worth, consultants agree. In a 2023 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/unleashing-developer-productivity-with-generative-ai\">report<\/a>, analysts at McKinsey wrote that AI coding tools can enable devs to write new code in half the time and optimize existing code in roughly two-thirds the time.<\/p>\n<p class=\"wp-block-paragraph\">Now, a coding AI isn\u2019t a silver bullet. The McKinsey report also found that certain, more complex workloads \u2014 like those requiring familiarity with a specific programming framework \u2014 didn\u2019t necessarily benefit from AI. In fact, it took junior developers <em>longer<\/em> to finish some tasks with AI versus without, according to the report\u2019s co-authors.<\/p>\n<p class=\"wp-block-paragraph\">\u201cParticipant feedback indicates that developers actively iterated with the tools to achieve [high] quality, signaling that the <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" data-internallinksmanager029f6b8e52c=\"4\" title=\"Technology\" target=\"_blank\" rel=\"noopener\">technology<\/a> is best used to augment developers rather than replace them,\u201d the co-authors wrote, driving the point home that AI is no substitute for experience. \u201cUltimately, to maintain code quality, developers need to understand the attributes that make up quality code and prompt the tool for the right outputs.\u201d<\/p>\n<p class=\"wp-block-paragraph\">AI coding tools also have unresolved security- and IP-related issues. Some analyses show the tools have resulted in\u00a0<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/visualstudiomagazine.com\/Articles\/2024\/01\/25\/copilot-research.aspx\">more mistaken code<\/a>\u00a0being pushed to codebases over the past few years. Code-generating tools trained on copyrighted code, meanwhile, have been\u00a0<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/news.ycombinator.com\/item?id=27710287\">caught<\/a> regurgitating that code when prompted in a certain way, posing a liability risk to the developers using them.<\/p>\n<p class=\"wp-block-paragraph\">But that\u2019s not dampening enthusiasm for coding AI from devs \u2014 or their employers, for that matter.<\/p>\n<p class=\"wp-block-paragraph\">The<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/github.blog\/news-insights\/research\/survey-ai-wave-grows\/\"> majority<\/a> of developers (upward of 97%) in a 2024 GitHub poll said that they\u2019ve adopted AI tools in some form. According to that same poll, 59% to 88% of companies are encouraging \u2014 or now allowing \u2014 the use of assistive programming tools.<\/p>\n<p class=\"wp-block-paragraph\">So it\u2019s not terribly surprising that the AI coding tools market could be worth some $27 billion by 2032 (<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.polarismarketresearch.com\/press-releases\/ai-code-tools-market\">per<\/a> Polaris Research) \u2014 particularly if, as Gartner <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2024-04-11-gartner-says-75-percent-of-enterprise-software-engineers-will-use-ai-code-assistants-by-2028\">predicts<\/a>, 75% of enterprise software devs use AI coding assistants by 2028.<\/p>\n<p class=\"wp-block-paragraph\">The market\u2019s already hot. Generative AI coding startups <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.maginative.com\/article\/cognition-ai-raises-175m-at-2b-valuation-one-month-after-series-a\/\">Cognition<\/a>, Poolside and Anysphere have closed mammoth rounds in the past year \u2014 and GitHub\u2019s AI coding tool Copilot has\u00a0<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/fortune.com\/2024\/06\/06\/generative-ai-copilots-could-promise-a-workplace-utopia\/\">over 1.8 million paying users<\/a>. The productivity gains the tools could deliver have been sufficient to convince investors \u2014 and customers \u2014 to ignore their flaws. But we\u2019ll see if the trend holds \u2014 and exactly for how long.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-news\"><span class=\"ez-toc-section\" id=\"News\"><\/span>News<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\"><strong>\u201cEmotion AI\u201d attracts investments:<\/strong> Julie writes how some VCs and businesses are being drawn to \u201cemotion AI,\u201d the more sophisticated sibling of sentiment analysis, and how this could be problematic.<\/p>\n<p class=\"wp-block-paragraph\"><strong>Why home robots still suck:<\/strong> Brian explores why many of the attempts at home robots have failed spectacularly. It comes down to pricing, functionality and efficacy, he says. <\/p>\n<p class=\"wp-block-paragraph\"><strong>Amazon hires Covariant founders: <\/strong>On the subject of robots, Amazon last week hired <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.aboutamazon.com\/news\/company-news\/amazon-covariant-ai-robots\">robotics startup Covariant\u2019s founders<\/a>\u00a0along with \u201cabout a quarter\u201d of the company\u2019s employees. It also signed a nonexclusive license to use Covariant\u2019s AI robotics models.<\/p>\n<p class=\"wp-block-paragraph\"><strong>NightCafe, the OG image generator: <\/strong>Yours truly profiled NightCafe, one of the original image generators and a marketplace for AI-generated content. It\u2019s still alive and kicking, despite moderation challenges.<\/p>\n<p class=\"wp-block-paragraph\"><strong>Midjourney gets into hardware:<\/strong> NightCafe rival Midjourney is getting into hardware. The company made the announcement in a post on X; its new hardware team will be based in San Francisco, it said.<\/p>\n<p class=\"wp-block-paragraph\"><strong>SB 1047 passes:<\/strong> California\u2019s legislature just passed AI bill SB 1047. Max writes about why some hope the governor won\u2019t sign it.<\/p>\n<p class=\"wp-block-paragraph\"><strong>Google rolls out election safeguards:<\/strong> Google is gearing up for the U.S. presidential election by rolling out safeguards for more of its generative AI <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>s and services. As part of the restrictions, most of the company\u2019s AI products won\u2019t respond to election-related topics.<\/p>\n<p class=\"wp-block-paragraph\"><strong>Apple and Nvidia could invest in OpenAI:<\/strong> Nvidia and Apple are\u00a0<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.nytimes.com\/2024\/08\/29\/technology\/apple-nvidia-openai.html\">reportedly<\/a>\u00a0in talks to contribute to OpenAI\u2019s next fundraising round \u2014 a round that could value the\u00a0ChatGPT\u00a0maker at $100 billion.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-research-paper-of-the-week\"><span class=\"ez-toc-section\" id=\"Research_paper_of_the_week\"><\/span>Research paper of the week<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">Who needs a <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/game\/\" data-internallinksmanager029f6b8e52c=\"7\" title=\"Game\" target=\"_blank\" rel=\"noopener\">game<\/a> engine when you have AI? <\/p>\n<p class=\"wp-block-paragraph\">Researchers at Tel Aviv University and DeepMind, Google\u2019s AI R&amp;D division, last week previewed GameNGen, an AI system that can simulate the game Doom at up to 20 frames per second. Trained on extensive footage of Doom gameplay, the model can effectively predict the next \u201cgaming state\u201d when a player \u201ccontrols\u201d the character in the simulation. It\u2019s a game generated in real time. <\/p>\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"640\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/ezgif-3-d9b15247bc.gif?w=680\" alt=\"DeepMind Doom\" class=\"wp-image-2847418\"\/><figcaption class=\"wp-element-caption\">A Doom-like level, generated by AI.<\/figcaption><figcaption class=\"wp-element-caption\"><strong>Image Credits:<\/strong> Google<\/figcaption><\/figure>\n<p class=\"wp-block-paragraph\">GameNGen isn\u2019t the first model to do so. OpenAI\u2019s Sora can simulate games, including Minecraft, and a group of university researchers unveiled an Atari-game-simulating AI early this year. (Other models along these lines run the gamut from <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/1803.10122\">World Models<\/a> to <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2005.12126\">GameGAN<\/a> and Google\u2019s own <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/arstechnica.com\/gadgets\/2024\/03\/googles-genie-model-creates-interactive-2d-worlds-from-a-single-image\/\">Genie<\/a>.)<\/p>\n<p class=\"wp-block-paragraph\">But GameNGen is one of the more impressive game-simulating attempts yet in terms of its performance. The model isn\u2019t without big limitations, namely graphical glitches and an inability to \u201cremember\u201d more than three seconds of gameplay (meaning GameNGen can\u2019t create a functional game, really). But it could be a step toward entirely new sorts of games \u2014 like <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/Procedural_generation\">procedurally generated games<\/a> on steroids.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-model-of-the-week\"><span class=\"ez-toc-section\" id=\"Model_of_the_week\"><\/span>Model of the week<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">As my colleague Devin Coldewey has written about before, AI is taking over the field of weather forecasting, from a quick, \u201cHow long will this rain last?\u201d to a 10-day outlook, all the way out to century-level predictions.<\/p>\n<p class=\"wp-block-paragraph\">One of the newest models to hit the scene, Aurora is the product of Microsoft\u2019s AI research org. Trained on various weather and climate datasets, Aurora can be fine-tuned to specific forecasting tasks with relatively little data, Microsoft claims.<\/p>\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"4705\" height=\"2144\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?w=680\" alt=\"Microsoft Aurora\" class=\"wp-image-2847414\" srcset=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png 4705w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=150,68 150w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=300,137 300w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=768,350 768w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=680,310 680w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=1200,547 1200w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=1280,583 1280w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=430,196 430w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=720,328 720w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=900,410 900w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=800,365 800w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=1536,700 1536w, https:\/\/techcrunch.com\/wp-content\/uploads\/2024\/09\/FIG1_Aurora.png?resize=2048,933 2048w\" sizes=\"auto, (max-width: 4705px) 100vw, 4705px\"\/><figcaption class=\"wp-element-caption\"><strong>Image Credits:<\/strong> Microsoft<\/figcaption><\/figure>\n<p class=\"wp-block-paragraph\">\u201cAurora is a machine learning model that can predict atmospheric variables, such as temperature,\u201d Microsoft <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/aurora?tab=readme-ov-file\">explains<\/a> on the model\u2019s GitHub page. \u201cWe provide three specialized versions: one for medium-resolution weather prediction, one for high-resolution weather prediction and one for air pollution prediction.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Aurora\u2019s performance appears to be quite good relative to other atmosphere-tracking models. (In less than a minute, it can produce a five-day global air pollution forecast or a ten-day high-resolution weather forecast.) But it\u2019s not immune to the hallucinatory tendencies of other AI models. Aurora can make mistakes, which is why Microsoft cautions that it shouldn\u2019t be \u201cused by people or businesses to plan their operations.\u201d<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-grab-bag\"><span class=\"ez-toc-section\" id=\"Grab_bag\"><\/span>Grab bag<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">Last week, Inc. <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.inc.com\/sam-blum\/scale-ai-lays-off-workers-via-email-with-no-warning.html\">reported<\/a> that Scale AI, the AI data-labeling startup, laid off scores of annotators \u2014 the folks responsible for labeling the training datasets used to develop AI models.<\/p>\n<p class=\"wp-block-paragraph\">As of publication time, there hasn\u2019t been an official announcement. But one former employee told Inc. that as many as hundreds were let go. (Scale AI disputes this.)<\/p>\n<p class=\"wp-block-paragraph\">Most of the annotators who work for Scale AI aren\u2019t employed by the company directly. Rather, they\u2019re hired by one of Scale\u2019s subsidiaries or a third-party firm, giving them less job security. Labelers sometimes go long stretches without receiving work. Or they\u2019re unceremoniously booted off Scale\u2019s platform, as happened to contractors in Thailand, Vietnam, Poland and Pakistan\u00a0<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/restofworld.org\/2024\/scale-ai-remotasks-banned-workers\/\">recently<\/a>.<\/p>\n<p class=\"wp-block-paragraph\">Of the layoffs last week, a Scale spokesperson told TechCrunch that it hires contractors through a company called HireArt. \u201cThese individuals [i.e., those who lost their jobs] were employees of HireArt and received severance and COBRA benefits through the end of the month from HireArt. Last week, less than 65 people were laid off. We built up this contracted workforce and scaled it to appropriate sizing as our operating model evolved over the past nine months, less than 500 have been laid off in the United States.\u201d<\/p>\n<p class=\"wp-block-paragraph\">It\u2019s a little hard to parse exactly what Scale AI means with this carefully worded statement, but we are looking into it. If you are a former employee of Scale AI or a contractor who was recently laid off, contact us however you feel comfortable doing so.<\/p>\n<\/div>\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\/CAAqBwgKMN63nwsw68G3Aw\" 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;\"><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<\/a><\/span> category.<\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/techcrunch.com\/2024\/09\/04\/this-week-in-ai-vcs-and-devs-are-enthusiastic-about-ai-coding-tools\/\" target=\"_blank\" rel=\"noopener\">Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hiya, folks, welcome to TechCrunch\u2019s regular AI newsletter. If you want this in your inbox every Wednesday, sign up\u00a0here. This week in AI, two startups developing tools to generate and suggest code \u2014 Magic and Codeium \u2014 raised nearly half a billion dollars combined. The rounds were high even by AI sector standards, especially considering&#8230;<\/p>\n","protected":false},"author":1,"featured_media":633440,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/techcrunch.com\/wp-content\/uploads\/2022\/09\/GettyImages-1361938330.jpg?resize=1200,667","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[77337,73239,151640,151641],"class_list":["post-633439","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-ai","tag-newsletter","tag-this-week-in-ai","tag-this-week-in-ai-newsletter"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/633439","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=633439"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/633439\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/633440"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=633439"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=633439"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=633439"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}