{"id":5173,"date":"2021-11-03T06:34:57","date_gmt":"2021-11-03T06:34:57","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2021\/11\/03\/dsc-weekly-digest-2-november-2021\/"},"modified":"2021-11-03T06:34:57","modified_gmt":"2021-11-03T06:34:57","slug":"dsc-weekly-digest-2-november-2021","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2021\/11\/03\/dsc-weekly-digest-2-november-2021\/","title":{"rendered":"DSC Weekly Digest 2 November 2021"},"content":{"rendered":"<p>Author: Kurt A Cagle<\/p>\n<div>\n<div class=\"dsc_primaryImage\"><span style=\"font-family: arial, helvetica, sans-serif;\"><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blog\/list?tag=dsc_newsletter\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/multimedia.getresponse360.com\/datascience-B\/photos\/343e5a57-05ae-4686-9a40-2d1fc79c2d99.jpg\" alt=\"Why Is The Metaverse So Hard To Build?\" title=\"Why Is The Metaverse So Hard To Build?\" width=\"720\" height=\"349\" style=\"vertical-align: baseline;\"><\/a><\/span><\/div>\n<table style=\"width: 726px;\">\n<tbody>\n<tr>\n<td>\n<div>\n<h2 class=\"dsc_subtitle\"><span style=\"font-weight: normal;\" id=\"docs-internal-guid-92111b7c-7fff-87b4-da9f-c7ef2b7a1a59\"><span style=\"font-size: 16pt; background-color: transparent; font-weight: bold; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;\">Why Are Metaverses So Hard To Build?<\/span><\/span><\/h2>\n<p dir=\"ltr\">Facebook has been in the news lately, possibly tied into attempting to change the narrative after October&#8217;s disastrous outages. The news this time, however, comes with its announcement that it is changing its name to Meta later this year, largely in line with previous communication that they were pivoting away from social media in its current incarnation and towards the exploration of extended reality via its own vehicle of the Metaverse.<\/p>\n<p dir=\"ltr\">Certainly, the concept of virtual reality is nothing new. Ray Bradbury&#8217;s now-famous story The Veldt was one of many early science fiction works that explored the notion of a computer-mediated artificial reality and Philip K. Dick can be credited with establishing the genre throughout his works.VR gained more immediacy with the writings of people like William Gibson, Bruce Stirling, Pat Cadigan, and Vernor Vinge, among many others. It was Neal Stephenson&#8217;s Snow Crash in 1992 that crystalized the modern conception of Virtual Reality and introduced the term Metaverse, a collection of computer-based worlds that people could jack into, and that manifest as bandwidth-driven worlds where pizza drivers could become modern-day samurai.<\/p>\n<p dir=\"ltr\">With all of that (and for the explosion of CGI-fueled blockbusters and video games about what VR was about to become), the Metaverse itself remains a remarkably stubborn and elusive target. Facebook is far from the first company to attempt to scale the remounts of such worlds, though it may be that the time is approaching (if perhaps not quite here yet) where the Metaverse is ready to emerge.<\/p>\n<p dir=\"ltr\">So what&#8217;s taking so long? There are several reasons for that. There have been metaverses before, with both The Sims\/SimCity, Second Life, and Minecraft all being examples of multiplayer interactive world simulations. The Sims continued a long line of multi-agent games stretching back to the first text-based Multi-User-Dungeons (MUDs), and Sim City started out primarily as a &#8220;real-time&#8221; economics simulation. Second Life further refined the concept of Avatars, as did the growing presence of first-person shooters like Doom and Tomb Raider, where gamers piloted their increasingly realistic avatars through an environment.\u00a0<\/p>\n<p dir=\"ltr\">These games took advantage of the emergence of pipelines of increasingly sophisticated graphical processing units (GPUs). In 2000, these games and simulations were limited and laughably crude. By 2021, the graphics are approaching cinematic quality, and the interactions are both subtle and impressive, though game quality systems are still relatively expensive.<\/p>\n<p dir=\"ltr\">Virtual Reality involves creating a simulation of a world that multiple users can affect. The related concept of Augmented Reality (AR) has a somewhat different history, one primarily focused upon more commercial uses. At first glance, it appears simpler &#8211; just create an overlay on top of the real world that provides metadata about the world that people can interact with. Google&#8217;s Glass was an early version of this, eyeglasses that projected a HUD-like screen and that allowed for video recording among other things.\u00a0<\/p>\n<p dir=\"ltr\">Ironically, the reaction to wearers of Glass was exactly the one predicted by Stephenson twenty years before &#8211; they were treated as gargoyles, voyeuristic stalkers who could and did record everything around them, to the extent that restaurants, theaters, and nightclubs would ban the use of the glasses, people would become very uneasy around their wearers, and in some areas, legislation outlawing them was beginning to emerge when Google quietly ended the program. Despite this, VR goggles from Oculus to Microsoft&#8217;s HoloLens emerged around the same time, to, at best, an indifferent reception sales-wise.<\/p>\n<p dir=\"ltr\">Ironically, it was the augmented reality game Pokemon Go that changed the equation, ironic in that it didn&#8217;t involve immersive VR at all. People interacted with it using their phones, with 3D images of Sony&#8217;s Pokemon characters overlaid on a real-world background as pulled from the users&#8217; video cameras. What this told a lot of creative teams was that perhaps the real draw of AR had more to do with information than it did with graphics.<\/p>\n<p dir=\"ltr\">In the last couple of years, there have been several related concepts that have emerged but seemingly didn&#8217;t catch. For a while, everyone was talking about the Internet of Things (IoT), but while it has been a boon to security, HVAC, and lighting companies, it turned out that most people had no need for an Internet-connected coffeepot. Sensor grids found extensive use in agriculture and supply chain management, but these were mostly closed systems, dealing with a single vendor and its products. Computer image recognition went into machine learning classification systems, voice recognition found its way into phones, but was more often turned off than used. Digital twins technology made great promises to revolutionize manufacturing, but that promise for the most part failed to materialize.<\/p>\n<p dir=\"ltr\">The biggest problem in turning all of this into a global web, ultimately, wasn&#8217;t processor speed or bandwidth, digital fidelity, or machine learning recognition. At the end of the day, it all comes down to \u2026 data standards.<\/p>\n<p dir=\"ltr\">More, next week.<\/p>\n<p><strong><a href=\"mailto:kcagle@techtarget.com\">Kurt Cagle<\/a><\/strong><br \/> Community Editor,<br \/><a href=\"https:\/\/datasciencecentral.com\/\">Data Science Central<\/a><\/p>\n<p dir=\"ltr\"><i>To subscribe to the DSC Newsletter, go to <a href=\"https:\/\/datasciencecentral.com\/\">Data Science Central<\/a> and\u00a0become a member today. It&#8217;s free!\u00a0<\/i><\/p>\n<\/div>\n<div class=\"dsc_section\">\n<hr>\n<div class=\"dsc_sectionBody\">\n<h2 class=\"dsc_subtitle\"><span style=\"font-family: arial, helvetica, sans-serif;\">Data Science Central Editorial Calendar<\/span><\/h2>\n<p>DSC is looking for editorial content specifically in these areas for November, with these topics having higher priority than other incoming articles.<\/p>\n<ul>\n<li><span style=\"font-size: 10pt;\">AI-Enabled Hardware<\/span><\/li>\n<li><span style=\"font-size: 10pt;\">Embedded Graphs<\/span><\/li>\n<li><span style=\"font-size: 10pt;\">Metaverse and Shared Worlds<\/span><\/li>\n<li><span style=\"font-size: 10pt;\">UI, UX and AI<\/span><\/li>\n<li><span style=\"font-size: 10pt;\">GNNs and LNNs<\/span><\/li>\n<li><span style=\"font-size: 10pt;\">Digital Twins<\/span><\/li>\n<li><span style=\"font-size: 10pt;\">Feature Engineering<\/span><\/li>\n<\/ul>\n<\/div>\n<hr>\n<div class=\"dsc_section\">\n<h2 class=\"dsc_subtitle\">DSC Featured Articles<\/h2>\n<ul>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1075405?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">How IVR Works Well With Modern AI Technologies<\/a><\/b><\/p>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/AileenScott\">Aileen Scott<\/a>\u00a0on 02 Nov 2021<\/div>\n<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1075160?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Top Blockchain Programming Languages: Choose the Best One for Your Business<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/VarunBhagat\">Varun Bhagat<\/a>\u00a0on 01 Nov 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1074958?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Machine learning and the Search for E.T.<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/StephanieGlen\">Stephanie Glen<\/a>\u00a0on 31 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1075140?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Spinoza: Building an AI Ethics Framework From First Principles<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/ajitjaokar\">ajit jaokar<\/a>\u00a0on 31 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1075061?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Use Cases For High Density Region Estimators<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/RohanKotwani\">Rohan Kotwani<\/a>\u00a0on 31 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1075020?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Covid: Predictions for the Next Ten Years<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/VincentGranville\">Vincent Granville<\/a>\u00a0on 30 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1075305?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Making Informed Decisions in Imperfect Situations<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/BillSchmarzo\">Bill Schmarzo<\/a>\u00a0on 30 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1075005?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">The Impact of AI on Social Media Marketing<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/RyanWilliamson\">Ryan Williamson<\/a>\u00a0on 29 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1074859?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Redefine e-Learning Software Development With These Three Trends<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/OrioneSolutions\">Amit Dogra<\/a>\u00a0on 29 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1074775?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">4 Trends in gaming that will reshape the industry<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/EvanMorris\">Evan Morris<\/a>\u00a0on 29 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1068159?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Accelerate The Move To Digital With Professional Ebook Conversion Services<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/JessicaAnderson\">Jessica Anderson<\/a>\u00a0on 28 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1074839?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Machine Learning as a Service &#8211; Opens Up Unimaginable Perspectives of Better Future<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/NikitaGodse\">Nikita Godse<\/a>\u00a0on 28 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1074946?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">NER or Named Entity Recognition Usage in NLP Tasks<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/cogitotech\">Roger Max<\/a>\u00a0on 28 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1074930?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Top 5 Trends of Telematics Industry<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/msaim\">M Saim<\/a>\u00a0on 28 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1048574?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">Mastering the Data Economic Multiplier Effect and Marginal Propensity to Reuse<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/BillSchmarzo\">Bill Schmarzo<\/a>\u00a0on 27 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1074476?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">AI in Production: the Final Frontier<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/ClaytonDavis\">Clayton Davis<\/a>\u00a0on 27 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1074460?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">7 ways IoT is impacting the eCommerce industry<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/JamesWilson\">James Wilson<\/a>\u00a0on 27 Oct 2021<\/div>\n<\/li>\n<li>\n<div>\u00a0<b><a href=\"http:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1074375?uid=1&amp;utm_source=DSC&amp;utm_medium=web&amp;utm_campaign=newsletter2021-11-02\" class=\"article-link\" style=\"font-size: 9pt;\">DSC Weekly Digest 26 October 2021<\/a><\/b>\n<\/div>\n<div class=\"dsc_byline\">\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profile\/KurtCagle\">Kurt A Cagle<\/a>\u00a0on 27 Oct 2021<\/div>\n<\/li>\n<\/ul>\n<\/div>\n<div>\n<hr>\n<\/div>\n<div><span style=\"font-family: arial, helvetica, sans-serif;\"><strong><span style=\"font-size: 1.5em;\">Picture of the Week<\/span><\/strong><\/span><\/div>\n<div class=\"dsc_section\" style=\"width: 720px;\">\n<div class=\"dsc_sectionBody\">\n<div class=\"dsc_imageFull\"><a href=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/useful_teleconference_system_features-f.png\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-size: 13px;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/useful_teleconference_system_features-f.png\" alt=\"Useful teleconference system features\" title=\"Useful teleconference system features\" style=\"vertical-align: baseline; width: 720px; height: auto;\" width=\"720\" height=\"476\"><\/span><\/span><\/a><\/div>\n<div>\n<center><a href=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/useful_teleconference_system_features-f.png\">Useful Teleconference System Features<\/a><\/center>\n<\/div>\n<\/div>\n<div>\n<div class=\"dsc_section\" style=\"width: 720px;\">\n<div class=\"dsc_sectionBody\">\n<p style=\"text-align: center;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><i>\u00a0<\/i><\/span><\/p>\n<div align=\"center\" style=\"font-family: Arial, Helvetica, sans-serif; font-size: 13px;\">\n<hr style=\"font-family: 'Times New Roman'; font-size: medium; text-align: start;\">\n<div style=\"margin: 1em 1em; font-family: Arial, Helvetica, sans-serif; font-size: 13px;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><i>To make sure you keep getting these emails, please add mail@newsletter.datasciencecentral.com to your browser&#8217;s address book.<\/i><\/span><\/div>\n<hr style=\"font-family: 'Times New Roman'; font-size: medium; 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Designated trademarks, brands, logos and service marks are the property of their respective owners.<\/span><\/span><\/p>\n<p class=\"MsoNormal\" style=\"margin-left: .5in;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-size: 10.5pt;\"><a href=\"https:\/\/go.techtarget.com\/r\/139811244\/26795532\/31\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #0052cc; text-decoration-line: none;\">Privacy Policy<\/span><\/a><\/span> <span style=\"font-size: 10.5pt; color: #172b4d;\">\u00a0|\u00a0<\/span> <span style=\"font-size: 10.5pt;\"><a href=\"https:\/\/go.techtarget.com\/r\/139811243\/26795532\/32\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #0052cc; text-decoration-line: none;\">Partners List<\/span><\/a><\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><a href=\"https:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1075430\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Kurt A Cagle Why Are Metaverses So Hard To Build? Facebook has been in the news lately, possibly tied into attempting to change the [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2021\/11\/03\/dsc-weekly-digest-2-november-2021\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":5174,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/5173"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=5173"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/5173\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/5174"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=5173"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=5173"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=5173"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}