{"id":356480,"date":"2024-01-13T08:12:55","date_gmt":"2024-01-13T13:12:55","guid":{"rendered":"https:\/\/knowtechie.com\/?p=356480"},"modified":"2024-01-13T08:14:27","modified_gmt":"2024-01-13T13:14:27","slug":"ai-challenges-in-2024-insights-from-3-leading-ai-researchers","status":"publish","type":"post","link":"https:\/\/knowtechie.com\/ai-challenges-in-2024-insights-from-3-leading-ai-researchers\/","title":{"rendered":"AI challenges in 2024: Insights from 3 leading AI researchers"},"content":{"rendered":"<p>2023 was an inflection point in the evolution of artificial intelligence and its role in society. <\/p>\n\n\n\n<p>The year saw the\u00a0<a href=\"https:\/\/theconversation.com\/generative-ai-5-essential-reads-about-the-new-era-of-creativity-job-anxiety-misinformation-bias-and-plagiarism-203746\" data-lasso-id=\"548569\" target=\"_blank\" rel=\"noopener\">emergence of generative AI<\/a>, which moved the technology from the shadows to center stage in the public imagination. It also saw\u00a0<a href=\"https:\/\/theconversation.com\/openai-is-a-nonprofit-corporate-hybrid-a-management-expert-explains-how-this-model-works-and-how-it-fueled-the-tumult-around-ceo-sam-altmans-short-lived-ouster-218340\" data-lasso-id=\"548570\" target=\"_blank\" rel=\"noopener\">boardroom drama<\/a>\u00a0in an AI startup dominate the news cycle for several days. <\/p>\n\n\n\n<p>And it saw the Biden administration issue\u00a0<a href=\"https:\/\/theconversation.com\/biden-administration-executive-order-tackles-ai-risks-but-lack-of-privacy-laws-limits-reach-216694\" data-lasso-id=\"548571\" target=\"_blank\" rel=\"noopener\">an executive order<\/a>\u00a0and the European Union\u00a0<a href=\"https:\/\/www.europarl.europa.eu\/news\/en\/headlines\/society\/20230601STO93804\/eu-ai-act-first-regulation-on-artificial-intelligence\" data-lasso-id=\"548572\" target=\"_blank\" rel=\"noopener\">pass a law<\/a>\u00a0aimed at regulating AI, moves perhaps best described as attempting to bridle a horse that\u2019s already galloping along.<\/p>\n\n\n\n<p>We\u2019ve assembled a panel of AI scholars to look ahead to 2024 and describe the issues AI developers, regulators and everyday people are likely to face, and to give their hopes and recommendations.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Casey Fiesler, Associate Professor of Information Science, University of Colorado Boulder<\/strong><\/p>\n\n\n\n<p>2023 was the\u00a0<a href=\"http:\/\/bit.ly\/ai-ethics-news\" data-lasso-id=\"548573\" rel=\"nofollow noopener\" target=\"_blank\">year of AI hype<\/a>. Regardless of whether the narrative was that AI was going to save the world or destroy it, it often felt as if visions of what AI might be someday overwhelmed the current reality. <\/p>\n\n\n\n<p>And though I think that anticipating future harms is a critical component of\u00a0<a href=\"https:\/\/theconversation.com\/ai-has-social-consequences-but-who-pays-the-price-tech-companies-problem-with-ethical-debt-203375\" data-lasso-id=\"548574\" target=\"_blank\" rel=\"noopener\">overcoming ethical debt in tech<\/a>, getting too swept up in the hype risks creating a vision of AI that seems more like magic than a technology that can still be shaped by explicit choices. <\/p>\n\n\n\n<p>But taking control requires a better understanding of that technology.<\/p>\n\n\n\n<p>One of the major AI debates of 2023 was around the role of ChatGPT and similar chatbots in education. <\/p>\n\n\n\n<p>This time last year,\u00a0<a href=\"https:\/\/cfiesler.medium.com\/chatgpt-wrapped-an-ais-year-in-review-dc37252c494f\" data-lasso-id=\"548575\" target=\"_blank\" rel=\"noopener\">most relevant headlines focused on<\/a>\u00a0how students might use it to cheat and how educators were scrambling to keep them from doing so \u2013 in ways that\u00a0<a href=\"https:\/\/www.thedailybeast.com\/ai-written-homework-is-rising-so-are-false-accusations\" data-lasso-id=\"548576\" target=\"_blank\" rel=\"noopener\">often do more harm than good<\/a>.<\/p>\n\n\n\n<p>However, as the year went on, there was a recognition that a failure to teach students about AI might put them at a disadvantage, and many schools\u00a0<a href=\"https:\/\/www.nytimes.com\/2023\/08\/24\/business\/schools-chatgpt-chatbot-bans.html\" data-lasso-id=\"548577\" target=\"_blank\" rel=\"noopener\">rescinded their bans<\/a>. <\/p>\n\n\n\n<p>I don\u2019t think we should be revamping education to put AI at the center of everything, but if students don\u2019t learn about how AI works, they won\u2019t understand its limitations \u2013 and therefore how it is useful and appropriate to use and how it\u2019s not. <\/p>\n\n\n\n<p>This isn\u2019t just true for students. The more people understand how AI works, the more empowered they are to use it and to critique it.<\/p>\n\n\n\n<p>So, my prediction, or perhaps my hope, for 2024 is that there will be a huge push to learn. <\/p>\n\n\n\n<p>In 1966, Joseph Weizenbaum, the creator of the ELIZA chatbot,\u00a0<a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/365153.365168\" data-lasso-id=\"548578\" target=\"_blank\" rel=\"noopener\">wrote that<\/a>\u00a0machines are \u201coften sufficient to dazzle even the most experienced observer,\u201d but that once their \u201cinner workings are explained in language sufficiently plain to induce understanding, its magic crumbles away.\u201d <\/p>\n\n\n\n<p>The challenge with generative artificial intelligence is that, in contrast to ELIZA\u2019s very basic pattern matching and substitution methodology, it is much more difficult to find language \u201csufficiently plain\u201d to make the AI magic crumble away.<\/p>\n\n\n\n<p>I think it\u2019s possible to make this happen. I hope that universities that are\u00a0<a href=\"https:\/\/www.insidehighered.com\/news\/tech-innovation\/artificial-intelligence\/2023\/05\/19\/colleges-race-hire-and-build-amid-ai-gold\" data-lasso-id=\"548579\" target=\"_blank\" rel=\"noopener\">rushing to hire more technical AI experts<\/a>\u00a0put just as much effort into hiring AI ethicists. I hope that media outlets help cut through the hype. I hope that everyone reflects on their own uses of this technology and its consequences. <\/p>\n\n\n\n<p>And I hope that tech companies listen to informed critiques in considering what choices continue to shape the future.Many of the challenges in the year ahead have to do with problems of AI that society is already facing.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"AI Is Dangerous, but Not for the Reasons You Think | Sasha Luccioni | TED\" width=\"1000\" height=\"563\" src=\"https:\/\/www.youtube.com\/embed\/eXdVDhOGqoE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Kentaro Toyama, Professor of Community Information, University of Michigan<\/strong><\/p>\n\n\n\n<p>In 1970, Marvin Minsky, the AI pioneer and neural network skeptic,\u00a0<a href=\"https:\/\/books.google.co.jp\/books?id=2FMEAAAAMBAJ&amp;pg=PA58\" data-lasso-id=\"548580\" target=\"_blank\" rel=\"noopener\">told Life magazine<\/a>, \u201cIn from three to eight years we will have a machine with the general intelligence of an average human being.\u201d <\/p>\n\n\n\n<p>With\u00a0<a href=\"https:\/\/futurism.com\/singularity-explain-it-to-me-like-im-5-years-old\" data-lasso-id=\"548581\" target=\"_blank\" rel=\"noopener\">the singularity<\/a>, the moment artificial intelligence matches and begins to exceed human intelligence \u2013 not quite here yet \u2013 it\u2019s safe to say that Minsky was off by at least a factor of 10. It\u2019s perilous to make predictions about AI.<\/p>\n\n\n\n<p>Still, making predictions for a year out doesn\u2019t seem quite as risky. What can be expected of AI in 2024? <\/p>\n\n\n\n<p>First, the race is on! Progress in AI had been steady since the days of Minsky\u2019s prime, but the public\u00a0<a href=\"https:\/\/theconversation.com\/chatgpt-turns-1-ai-chatbots-success-says-as-much-about-humans-as-technology-218704\" data-lasso-id=\"548582\" target=\"_blank\" rel=\"noopener\">release of ChatGPT in 2022<\/a>\u00a0kicked off an all-out competition for profit, glory, and global supremacy. <\/p>\n\n\n\n<p>Expect more powerful AI, in addition to a flood of new AI applications.<\/p>\n\n\n\n<p>The big technical question is how soon and how thoroughly AI engineers can address the current Achilles\u2019 heel of\u00a0<a href=\"https:\/\/www.mathworks.com\/discovery\/deep-learning.html\" data-lasso-id=\"548583\" target=\"_blank\" rel=\"noopener\">deep learning<\/a>\u00a0\u2013 what might be called\u00a0<a href=\"https:\/\/medium.com\/@kentarotoyama\/characterizing-generative-ai-circa-2023-d73a4d334bef\" data-lasso-id=\"548584\" target=\"_blank\" rel=\"noopener\">generalized hard reasoning<\/a>, things like\u00a0<a href=\"https:\/\/www.livescience.com\/21569-deduction-vs-induction.html\" data-lasso-id=\"548585\" target=\"_blank\" rel=\"noopener\">deductive logic<\/a>. <\/p>\n\n\n\n<p>Will quick tweaks to existing\u00a0<a href=\"https:\/\/theconversation.com\/what-is-a-neural-network-a-computer-scientist-explains-151897\" data-lasso-id=\"548586\" target=\"_blank\" rel=\"noopener\">neural-net<\/a>\u00a0algorithms be sufficient, or will it require a fundamentally different approach, as neuroscientist\u00a0<a href=\"https:\/\/dblp.org\/pid\/164\/5919.html\" data-lasso-id=\"548587\" target=\"_blank\" rel=\"noopener\">Gary Marcus<\/a>\u00a0<a href=\"https:\/\/arxiv.org\/ftp\/arxiv\/papers\/2002\/2002.06177.pdf\" data-lasso-id=\"548588\" target=\"_blank\" rel=\"noopener\">suggests<\/a>? <\/p>\n\n\n\n<p>Armies of AI scientists are working on this problem, so I expect some headway in 2024.<\/p>\n\n\n\n<p>Meanwhile, new AI applications are likely to result in new problems, too. You might soon start hearing about AI chatbots and assistants talking to each other, having entire conversations on your behalf but behind your back. <\/p>\n\n\n\n<p>Some of it will go haywire \u2013 comically, tragically or both. <\/p>\n\n\n\n<p>Deepfakes, AI-generated images and videos that are difficult to detect are likely to run rampant despite\u00a0<a href=\"https:\/\/www.nytimes.com\/2023\/01\/22\/business\/media\/deepfake-regulation-difficulty.html\" data-lasso-id=\"548589\" target=\"_blank\" rel=\"noopener\">nascent regulation<\/a>, causing more sleazy harm to individuals and democracies 1. everywhere. And there are likely to be new classes of AI calamities that wouldn\u2019t have been possible even five years ago.<\/p>\n\n\n\n<p>Speaking of problems, the very people sounding the loudest alarms about AI \u2013 like\u00a0<a href=\"https:\/\/edition.cnn.com\/2023\/04\/17\/tech\/elon-musk-ai-warning-tucker-carlson\/index.html\" data-lasso-id=\"548590\" target=\"_blank\" rel=\"noopener\">Elon Musk<\/a>\u00a0and\u00a0<a href=\"https:\/\/edition.cnn.com\/2023\/10\/31\/tech\/sam-altman-ai-risk-taker\/index.html\" data-lasso-id=\"548591\" target=\"_blank\" rel=\"noopener\">Sam Altman<\/a>\u00a0\u2013 can\u2019t seem to stop themselves from building ever more powerful AI. <\/p>\n\n\n\n<p>I expect them to keep doing more of the same. They\u2019re like arsonists calling in the blaze they stoked themselves, begging the authorities to restrain them. <\/p>\n\n\n\n<p>And along those lines, what I most hope for 2024 \u2013 though it seems slow in coming \u2013 is stronger AI regulation, at national and international levels.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Anjana Susarla, Professor of Information Systems, Michigan State University<\/strong><\/p>\n\n\n\n<p>In the year since the unveiling of ChatGPT, the development of generative AI models is continuing at a dizzying pace. <\/p>\n\n\n\n<p>In contrast to\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/ChatGPT\" data-lasso-id=\"548592\" target=\"_blank\" rel=\"noopener\">ChatGPT a year back<\/a>, which took in textual prompts as inputs and produced textual output, the new class of generative AI models are trained to be multi-modal, meaning the data used to train them comes not only from textual sources such as Wikipedia and Reddit,\u00a0<a href=\"https:\/\/www.nytimes.com\/2023\/12\/01\/podcasts\/transcript-ezra-klein-interviews-casey-newton-kevin-roose.html\" data-lasso-id=\"548593\" target=\"_blank\" rel=\"noopener\">but also from videos on YouTube, songs on Spotify<\/a>, and other audio and visual information. <\/p>\n\n\n\n<p>With the new generation of multi-modal large language models (LLMs) powering these applications, you can use text inputs to generate not only images and text but also audio and video.<\/p>\n\n\n\n<p>Companies are racing to\u00a0<a href=\"https:\/\/llm.mlc.ai\/\" data-lasso-id=\"548594\" target=\"_blank\" rel=\"noopener\">develop LLMs that can be deployed<\/a>\u00a0on a variety of hardware and in a variety of applications, including running an LLM on your smartphone. <\/p>\n\n\n\n<p>The emergence of these\u00a0<a href=\"https:\/\/arxiv.org\/pdf\/2306.02707.pdf\" data-lasso-id=\"548595\" target=\"_blank\" rel=\"noopener\">lightweight LLMs<\/a>\u00a0and\u00a0<a href=\"https:\/\/hai.stanford.edu\/sites\/default\/files\/2023-12\/Governing-Open-Foundation-Models.pdf\" data-lasso-id=\"548596\" target=\"_blank\" rel=\"noopener\">open source LLMs<\/a>\u00a0could usher in a\u00a0<a href=\"https:\/\/www.oneusefulthing.org\/p\/an-ai-haunted-world\" data-lasso-id=\"548597\" target=\"_blank\" rel=\"noopener\">world of autonomous AI agents<\/a>\u00a0\u2013 a world that society is not necessarily prepared for.<\/p>\n\n\n\n<p>These advanced AI capabilities offer immense transformative power in applications ranging from\u00a0<a href=\"https:\/\/cloud.google.com\/blog\/products\/ai-machine-learning\/multimodal-generative-ai-search\" data-lasso-id=\"548598\" target=\"_blank\" rel=\"noopener\">business<\/a>\u00a0to\u00a0<a href=\"https:\/\/doi.org\/10.1186\/s12909-023-04698-z\" data-lasso-id=\"548599\" target=\"_blank\" rel=\"noopener\">precision medicine<\/a>.<\/p>\n\n\n\n<p>My chief concern is that such advanced capabilities will pose new challenges for\u00a0<a href=\"https:\/\/doi.org\/10.1073\/pnas.2208839120\" data-lasso-id=\"548600\" target=\"_blank\" rel=\"noopener\">distinguishing between human-generated content and AI-generated content<\/a>, as well as pose new types of\u00a0<a href=\"https:\/\/doi.org\/10.1038\/d41586-023-00340-6\" data-lasso-id=\"548601\" target=\"_blank\" rel=\"noopener\">algorithmic harms<\/a>.<\/p>\n\n\n\n<p>The deluge of synthetic content produced by generative AI could unleash a world where malicious people and institutions can\u00a0<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2310.00737\" data-lasso-id=\"548602\" target=\"_blank\" rel=\"noopener\">manufacture synthetic identities<\/a>\u00a0and orchestrate\u00a0<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2305.06972\" data-lasso-id=\"548603\" target=\"_blank\" rel=\"noopener\">large-scale misinformation<\/a>. <\/p>\n\n\n\n<p>A flood of AI-generated content primed to exploit algorithmic filters and recommendation engines could soon overpower critical functions such as\u00a0<a href=\"https:\/\/doi.org\/10.1145\/3498366.3505816\" data-lasso-id=\"548604\" target=\"_blank\" rel=\"noopener\">information verification, information literacy and serendipity<\/a>\u00a0provided by search engines, social media platforms and digital services.<\/p>\n\n\n\n<p>The Federal Trade Commission has warned\u00a0<a href=\"https:\/\/www.ftc.gov\/news-events\/news\/press-releases\/2023\/11\/ftc-authorizes-compulsory-process-ai-related-products-services\" data-lasso-id=\"548605\" target=\"_blank\" rel=\"noopener\">about fraud, deception, infringements on privacy<\/a>\u00a0and other unfair practices enabled by the ease of AI-assisted content creation. <\/p>\n\n\n\n<p>While digital platforms such as YouTube\u00a0<a href=\"https:\/\/blog.youtube\/inside-youtube\/our-approach-to-responsible-ai-innovation\/\" data-lasso-id=\"548606\" target=\"_blank\" rel=\"noopener\">have instituted policy guidelines<\/a>\u00a0for disclosure of AI-generated content, there\u2019s a need for greater scrutiny of algorithmic harms from agencies like the FTC and lawmakers working on privacy protections such as the American Data Privacy &amp; Protection Act.<\/p>\n\n\n\n<p>A new\u00a0<a href=\"https:\/\/bluntrochester.house.gov\/news\/documentsingle.aspx?DocumentID=4062\" data-lasso-id=\"548607\" target=\"_blank\" rel=\"noopener\">bipartisan bill<\/a>\u00a0introduced in Congress aims to codify algorithmic literacy as a key part of digital literacy. <\/p>\n\n\n\n<p>With AI increasingly intertwined with everything people do, it is clear that the time has come to focus not on algorithms as pieces of technology but to consider the contexts the algorithms operate in: people, processes and society. <\/p>\n\n\n\n<p class=\"has-background\" style=\"background-color:#f4f4f4;font-size:16px\"><em><strong>Editor&#8217;s Note:<\/strong> This article was written by <a href=\"https:\/\/theconversation.com\/profiles\/anjana-susarla-334987\" data-lasso-id=\"548608\" target=\"_blank\" rel=\"noopener\">Anjana Susarla<\/a>, Professor of Information Systems, Michigan State University, <a href=\"https:\/\/theconversation.com\/profiles\/casey-fiesler-1390346\" data-lasso-id=\"548609\" target=\"_blank\" rel=\"noopener\">Casey Fiesler<\/a>, Associate Professor of Information Science, University of Colorado Boulder, <a href=\"https:\/\/theconversation.com\/profiles\/kentaro-toyama-160672\" data-lasso-id=\"548610\" target=\"_blank\" rel=\"noopener\">Kentaro Toyama<\/a>, Professor of Community Information, University of Michigan and republished from\u00a0<a data-lasso-id=\"548611\" href=\"https:\/\/theconversation.com\/\" target=\"_blank\" rel=\"noopener\">The Conversation<\/a>\u00a0under a Creative Commons license. Read the\u00a0<a href=\"https:\/\/theconversation.com\/ai-is-here-and-everywhere-3-ai-researchers-look-to-the-challenges-ahead-in-2024-218218\" target=\"_blank\" rel=\"noopener\" data-lasso-id=\"548612\">original article<\/a>.<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>The development of generative AI models is continuing at a dizzying pace. Here&#8217;s what to expect. <\/p>\n","protected":false},"author":9410,"featured_media":288327,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","apple_news_api_created_at":"2024-01-13T13:13:04Z","apple_news_api_id":"aa638e9d-87d4-416d-8302-33f043c0ad30","apple_news_api_modified_at":"2024-01-13T13:14:36Z","apple_news_api_revision":"AAAAAAAAAAAAAAAAAAAAAg==","apple_news_api_share_url":"https:\/\/apple.news\/AqmOOnYfUQW2DAjPwQ8CtMA","apple_news_coverimage":0,"apple_news_coverimage_caption":"","apple_news_is_hidden":false,"apple_news_is_paid":false,"apple_news_is_preview":false,"apple_news_is_sponsored":false,"apple_news_maturity_rating":"","apple_news_metadata":"\"\"","apple_news_pullquote":"","apple_news_pullquote_position":"","apple_news_slug":"","apple_news_sections":"\"\"","apple_news_suppress_video_url":false,"apple_news_use_image_component":false,"footnotes":""},"categories":[142656,2],"tags":[143057],"acf":[],"apple_news_notices":[],"featured_image_urls":{"full":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer.jpg",1920,1080,false],"thumbnail":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-150x150.jpg",150,150,true],"medium":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-300x169.jpg",300,169,true],"medium_large":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-768x432.jpg",768,432,true],"large":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-1600x900.jpg",1000,563,true],"1536x1536":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-1536x864.jpg",1536,864,true],"2048x2048":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer.jpg",1920,1080,false],"post-thumbnail":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-1000x600.jpg",1000,600,true],"mvp-post-thumb":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-1000x600.jpg",1000,600,true],"mvp-mid-thumb":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-400x240.jpg",400,240,true],"mvp-small-thumb":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-80x80.jpg",80,80,true],"lets-review-360-240":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-360x240.jpg",360,240,true]},"post_excerpt_stackable":"<p>The development of generative AI models is continuing at a dizzying pace. Here&#8217;s what to expect. <\/p>\n","category_list":"<a href=\"https:\/\/knowtechie.com\/category\/ai\/\" rel=\"category tag\">AI<\/a>, <a href=\"https:\/\/knowtechie.com\/category\/news\/\" rel=\"category tag\">News<\/a>","author_info":{"display_name":"The Conversation","author_link":"https:\/\/knowtechie.com\/author\/the-conversation\/"},"comments_num":"0 comments","taxonomy_info":{"category":[{"value":142656,"label":"AI"},{"value":2,"label":"News"}],"post_tag":[{"value":143057,"label":"AI"}]},"featured_image_src_large":["https:\/\/knowtechie.com\/wp-content\/uploads\/2023\/04\/ChatGPT-on-computer-1600x900.jpg",1000,563,true],"comment_info":0,"category_info":[{"term_id":142656,"name":"AI","slug":"ai","term_group":0,"term_taxonomy_id":142671,"taxonomy":"category","description":"","parent":0,"count":194,"filter":"raw","term_order":"8","cat_ID":142656,"category_count":194,"category_description":"","cat_name":"AI","category_nicename":"ai","category_parent":0},{"term_id":2,"name":"News","slug":"news","term_group":0,"term_taxonomy_id":2,"taxonomy":"category","description":"Need to catch up on the latest tech news happening right now? Well, this is a good place to start. Learn everything that's happening in tech right now.","parent":0,"count":9154,"filter":"raw","term_order":"1","cat_ID":2,"category_count":9154,"category_description":"Need to catch up on the latest tech news happening right now? Well, this is a good place to start. Learn everything that's happening in tech right now.","cat_name":"News","category_nicename":"news","category_parent":0}],"tag_info":[{"term_id":143057,"name":"AI","slug":"ai","term_group":0,"term_taxonomy_id":143072,"taxonomy":"post_tag","description":"","parent":0,"count":3,"filter":"raw","term_order":"0"}],"_links":{"self":[{"href":"https:\/\/knowtechie.com\/wp-json\/wp\/v2\/posts\/356480"}],"collection":[{"href":"https:\/\/knowtechie.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/knowtechie.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/knowtechie.com\/wp-json\/wp\/v2\/users\/9410"}],"replies":[{"embeddable":true,"href":"https:\/\/knowtechie.com\/wp-json\/wp\/v2\/comments?post=356480"}],"version-history":[{"count":0,"href":"https:\/\/knowtechie.com\/wp-json\/wp\/v2\/posts\/356480\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/knowtechie.com\/wp-json\/wp\/v2\/media\/288327"}],"wp:attachment":[{"href":"https:\/\/knowtechie.com\/wp-json\/wp\/v2\/media?parent=356480"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/knowtechie.com\/wp-json\/wp\/v2\/categories?post=356480"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/knowtechie.com\/wp-json\/wp\/v2\/tags?post=356480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}