{"id":10445,"date":"2024-05-31T07:06:38","date_gmt":"2024-05-31T07:06:38","guid":{"rendered":"https:\/\/www.uxdesigninstitute.com\/blog\/?p=10445"},"modified":"2024-06-04T07:24:12","modified_gmt":"2024-06-04T07:24:12","slug":"jakob-nielsen-on-ai-and-ux","status":"publish","type":"post","link":"https:\/\/www.uxdesigninstitute.com\/blog\/jakob-nielsen-on-ai-and-ux\/","title":{"rendered":"AI &#038; UX: A reality check with Jakob Nielsen"},"content":{"rendered":"<p><i><span style=\"font-weight: 400;\">As part of our <a href=\"https:\/\/youtube.com\/playlist?list=PLnnlP22pcIEUiW6eSr5GkciwRgESgyk78&amp;si=X2tEoE7_2HLFm-2O\" target=\"_blank\" rel=\"noopener\">UX Insiders webinar series<\/a>, we caught up with Jakob Nielsen to hear his take on how AI will impact the UX industry. Read the highlights and key takeaways from the conversation here.<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">For many years, AI remained a distant possibility; an ambiguous speck on the horizon full of promise and potential, but not quite within our reach. Now, it\u2019s very much arrived and the AI revolution is officially in full swing.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Now that it\u2019s here, AI is fueling much excitement. But it\u2019s also posing some very big questions\u2014like just how ethical is AI, and what does it mean for human UX professionals?\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">With so much hype on the topic, we decided it was time to cut through the noise and get a much-needed reality check. And who better to call than renowned usability expert Jakob Nielsen?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jakob Nielsen, Ph.D., is a usability pioneer with over 40 years of experience in UX. He is the Founder of <\/span><a href=\"https:\/\/www.uxtigers.com\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">UX Tigers<\/span><\/a><span style=\"font-weight: 400;\">, an online collection of UX insights serving the global design community, and has authored 8 books, including the best-selling <\/span><i><span style=\"font-weight: 400;\">Designing Web Usability: The Practice of Simplicity<\/span><\/i><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Not only has Jakob witnessed the industry evolve; he\u2019s had an influential hand in shaping it\u2014and continues to do so. With Jakob\u2019s expert insights, we set out to get a handle on what AI <\/span><i><span style=\"font-weight: 400;\">really <\/span><\/i><span style=\"font-weight: 400;\">means for the UX industry.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">We\u2019ve rounded up the key insights from our conversation in this post. For the full rundown, check out the video: <\/span><a href=\"https:\/\/www.youtube.com\/watch?v=fZtuvvcbDK0\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">AI &amp; UX \u2014 A reality check with Jakob Nielsen<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n\n<h2><strong>Where are we at with AI in UX right now?\u00a0<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">It\u2019s easy to fixate on future predictions and what-ifs. But, if we\u2019re to truly understand the impact of AI on the UX industry, it\u2019s crucial to start with the present.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As Jakob explains, we\u2019re in year two of the AI revolution\u2014and it\u2019s just now starting to make a significant impact.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Perhaps unsurprisingly, ChatGPT (a form of generative AI) is overwhelmingly the most-used AI tool among UX designers.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jakob attributes this to the quality of the AI itself. (For context: while traditional AI, sometimes referred to as Narrow or Weak AI, is trained to carry out specific tasks very well, generative AI goes one better: it has the ability to create new, original outputs.)<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As such, generative AI is considered the next frontier, with tools like ChatGPT leading the way. Still, as AI technology advances and improves, Jakob predicts that we\u2019ll see many more <\/span><a href=\"https:\/\/www.uxdesigninstitute.com\/blog\/the-top-8-ai-tools-for-ux\/\"><span style=\"font-weight: 400;\">UX-specific AI tools<\/span><\/a><span style=\"font-weight: 400;\"> emerging to level the playing field.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As for how UX designers are using ChatGPT and other AI tools, Jakob identifies several common use cases:<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Handling large volumes of text: <\/b><span style=\"font-weight: 400;\">AI is helping designers and researchers to quickly summarise, analyse, and rewrite text-based data. This is proving especially useful within the context of qualitative research and thematic analysis.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Translation and internationalisation: <\/b><span style=\"font-weight: 400;\">Jakob notes how, traditionally, it was very expensive to conduct research on an international scale. But now, with built-in translation tools, you can interview people in different languages and have the AI translate.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Image generation: <\/b><span style=\"font-weight: 400;\">Designers are increasingly using Midjourney and similar tools to help with tasks such as storyboarding, moodboarding, prototyping, and creating illustrations for personas.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Another major opportunity lies within the ideation process. Jakob explains:<\/span><\/p>\n<blockquote><p><em>AI is great for creativity, which may surprise many people. Studies have shown that AI comes up with more ideas faster than a human can. They\u2019re not always the best ideas, but there\u2019s a lot of them\u2014and in ideation, quantity has its own quality. If you have many ideas, that\u2019s a benefit.<\/em><\/p>\n<p><em>And on that note, I have one piece of advice for how to use AI: never be satisfied with just one answer. Always ask it to do three or five or ten versions. Maybe you don\u2019t use any of those ten versions but you stitch together bits and pieces from each, using your human judgement.<\/em><\/p><\/blockquote>\n<h2><strong>Hallucinations, inaccuracy, and a big usability problem: understanding the limitations of AI<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Despite all the hype\u2014and optimistic predictions for the future\u2014it\u2019s important to remember that AI technology is still in its infancy. It\u2019s far from perfect, and anyone using it must be aware of its limitations.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Based on his own experience, Jakob notes several key issues with AI in its current form.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">One is pretty famous: the issue of hallucinations. This is when the AI creates false or nonsensical information and presents it as fact. You\u2019ll often need to check that what the AI tells you is indeed true.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Another source of frustration when working with AI is that it doesn\u2019t always give you exactly what you want. AI isn\u2019t the best at following directions, so it can be difficult to get the output you\u2019re envisioning (especially with image generation tools). Iteration can also be tricky, as you can\u2019t guide and instruct the AI to fine-tune specific aspects as you might with a human artist.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Perhaps most frustrating of all (especially for those in the UX space) is just how much AI tools are lacking when it comes to usability and the user experience. In Jakob\u2019s own words:<\/span><\/p>\n<blockquote><p><i><span style=\"font-weight: 400;\">The usability is often substandard. It\u2019s amazing that the things we have known for thirty years or more [about UX] are often violated in these tools that have literally billions of dollars invested in them. The user experience is strong enough that people will use these tools because of what they can do\u2014like generate ten ideas for free in ten seconds\u2014but if you think about the interface, the controls, and the commands, AI tools are really lacking.<\/span><\/i><\/p><\/blockquote>\n<p>&#8220;<i><span style=\"font-weight: 400;\">ChatGPT is just like one long scrolling list, with no option to point or click on the bits you want to change; you have to describe what you want to change in another paragraph. This is history repeating itself, because when the web first came out, all the things we knew about good design went out the window.\u201d<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">These limitations will no doubt be addressed and improved in the coming years. But for now, it\u2019s important to understand AI\u2019s flaws and shortcomings. This will enable you to better judge when and how to use AI, and how to combine it with your own human intelligence for the best possible results.\u00a0<\/span><\/p>\n<section id=\"promotion\" class=\"promotion-content-raw inlinepromo inlinepromo_professional-diploma-in-ux-designp-1 my-4\" style=\"\">\n\t<div class=\"w-container\">\n\t\t<div class=\"row align-items-center\">\n\t\t\t<div class=\"col-md-12 promotion-info\">\n                <a class=\"link-content\" href=\"https:\/\/www.uxdesigninstitute.com\/courses\/ux-design?utm_source=blog&amp;utm_medium=blog_panel_pdux&amp;utm_campaign=blog_promo\" style=\"\">\n                    <p>[GET CERTIFIED IN UX]<\/p>\n                    <span>Take our Professional Diploma in UX Design course<\/span>\n                <\/a>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n<h2><strong>You\u2019re not going to lose your job to AI, but you will lose it to somebody who uses AI if you don\u2019t\u2026<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">The advent of AI naturally sparks a lot of fear about job security. If AI can do all of these incredible things at such speed, where does that leave us in terms of future career prospects?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jakob is confident that, <\/span><b>while AI will boost productivity, it won\u2019t reduce the need for human designers or take away jobs<\/b><span style=\"font-weight: 400;\">. Quite the opposite, in fact: Jakob predicts that it will actually create new jobs, opening up a wealth of opportunities in UX.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">He explains a concept called the fixed work fallacy: the myth that the amount of UX work to be done is finite, and that if we double our productivity with AI, we only need half the number of human UX designers.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In reality, AI will make good design more affordable, meaning that more companies can and will prioritise it.<\/span><\/p>\n<blockquote><p><i><span style=\"font-weight: 400;\">My personal prediction is that in ten years, there\u2019ll be 3x as many UX people in the world as there are now\u2014and I can very confidently predict that a lot of new jobs will be created.<\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400;\">The world needs vastly more UX work. There are so many bad experiences and hard-to-use things in the world that need to be fixed, and there will be lots of new things coming up. People invent new things all the time, and these will be in even more need of UX because they\u2019ll be even more complex and advanced.<\/span><\/i><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">Jakob doesn\u2019t envision a world where <\/span><a href=\"https:\/\/www.uxdesigninstitute.com\/blog\/will-ai-replace-ux-designers\/\"><span style=\"font-weight: 400;\">AI will replace UX designers<\/span><\/a><span style=\"font-weight: 400;\">\u2014but he does emphasise the importance of embracing AI and learning how to use it. This will prove crucial for keeping your skill set up to date and staying competitive in the job market.<\/span><\/p>\n<blockquote><p><i><span style=\"font-weight: 400;\">My prediction would be that if you look ahead five years or so, you can get twice as much work done with AI as without it. You\u2019re not going to lose your job to AI\u2014but you will lose your job to somebody who uses AI if you don\u2019t, because if you have two people, same talent, but one gets twice as much work done in a day\u2026who are you going to hire?<\/span><\/i><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">On that, Jakob strongly urges all UX designers, both new and seasoned, to start getting to grips with AI as soon as possible. <\/span><\/p>\n<blockquote><p><i><span style=\"font-weight: 400;\">You better get with it and start learning how to use AI. Start small, but start now. There\u2019s a skill to how we use these tools, and you have to learn it.<\/span><\/i><\/p><\/blockquote>\n<section id=\"promotion\" class=\"promotion-content-raw inlinepromo inlinepromo_product-design-programmep-1 my-4\" style=\"\">\n\t<div class=\"w-container\">\n\t\t<div class=\"row align-items-center\">\n\t\t\t<div class=\"col-md-12 promotion-info\">\n                <a class=\"link-content\" href=\"https:\/\/www.uxdesigninstitute.com\/courses\/product-design?utm_source=blog&amp;utm_medium=%20blog_panel_text&amp;utm_campaign=blog_promo\" style=\"\">\n                    <p>[GET CERTIFIED IN PRODUCT DESIGN (UX &amp; UI)]<\/p>\n                    <span>Enrol now in our Product Design Programme<\/span>\n                <\/a>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n<h2><strong>Is AI unethical? That\u2019s for you to decide<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">There\u2019s lots of discussion around the ethics of AI\u2014not least because of how it\u2019s trained. AI has acquired all of its knowledge by reading the entire internet, picking up biases and stereotypes that manifest in many ways. <\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">\u201cAI basically has the same stereotypes and biases that people have, because that\u2019s how it\u2019s been trained, and those stereotypes definitely come into play when using AI. I once wanted to generate an image of someone who looked like me, and so I just specified \u201ca 66 year old man who\u2019s half bald\u201d and every single picture was generated with a grey beard. I couldn\u2019t get it to draw somebody that looks like me, and that example is not a disaster by any means, but it does highlight that stereotypes exist within AI and they can be hard to get around.\u201d<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">So what\u2019s the solution?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jakob emphasises the importance of human agency. We mustn\u2019t underestimate our role here; as the humans using the tools, it\u2019s our responsibility to use them ethically and fairly.\u00a0<\/span><\/p>\n<blockquote><p><i><span style=\"font-weight: 400;\">Humans need to be in charge of the computer. It\u2019s not the job of the computer to judge humanity. It needs to be a tool, and then if people\u2014humans\u2014use the tool for unethical purposes, it\u2019s the human who\u2019s in the wrong, right? And there are rules against that; rules that already existed in the \u2018old\u2019 world, before AI. For me, whether or not you\u2019re using AI is not really the point. The point is, are you being ethical? Are you treating people well?<\/span><\/i><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">It\u2019s a bit like driving a car. You\u2019re ultimately the one in the driver\u2019s seat, steering the vehicle and telling it what to do. As such, it\u2019s your responsibility to drive safely.\u00a0<\/span><\/p>\n<h2><strong>AI-driven personalisation: a new frontier for accessibility<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Hyper-personalisation is one of <\/span><a href=\"https:\/\/www.uxdesigninstitute.com\/blog\/the-top-ux-design-trends-in-2024\/\"><span style=\"font-weight: 400;\">the biggest trends in UX right now<\/span><\/a><span style=\"font-weight: 400;\">, and it\u2019s set to reach unprecedented levels of sophistication thanks to AI.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">We\u2019re evolving from <\/span><i><span style=\"font-weight: 400;\">customisation<\/span><\/i><span style=\"font-weight: 400;\">, where the user chooses between different options, to <\/span><i><span style=\"font-weight: 400;\">personalisation<\/span><\/i><span style=\"font-weight: 400;\">, where the user experience is based on what the algorithm has already learnt about your preferences. And now, with AI, we\u2019re moving towards <\/span><i><span style=\"font-weight: 400;\">individualisation<\/span><\/i><span style=\"font-weight: 400;\">\u2014or \u201cpersonalisation to the max,\u201d as Jakob describes it.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jakob explains:<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">\u201cThe next step [with personalisation] is to move from creating personas, which can represent millions of people for a large website, to designing for specific individuals. This means creating a user interface tailored precisely to the needs of one person, focusing on optimising usability.<\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400;\">With the advent of AI, personalisation can be done in a more elaborate and sophisticated manner, creating custom user interfaces tailored to each individual\u2019s needs. This process is known as generative UI\u2014similar to generative image-making, where a new user interface is generated for each person.\u201d<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">This kind of hyper-personalisation has many different uses. Jakob cites the example of Google\u2019s virtual try-on feature which uses generative AI to give shoppers a more realistic idea of how clothes might look on them specifically.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In a similar vein, Midjourney, the increasingly popular image generation tool, can generate images in a certain style based on other images you\u2019ve liked. <\/span><\/p>\n<p><strong>And here\u2019s where it gets really exciting. At such a precise level, AI-driven personalisation offers a huge opportunity for accessible design.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">To paraphrase Jakob, if we can generate bespoke user interfaces that cater to each individual\u2019s specific disability\/disabilities, we can improve accessibility\u2014and that person\u2019s experience\u2014tenfold. <\/span><\/p>\n<blockquote><p><i><span style=\"font-weight: 400;\">I feel like there\u2019s a lot of potential for departing from the traditional model of one-size-fits-all, because it doesn\u2019t. Humans are all so different.\u00a0<\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400;\">The ability to individualise the user experience holds enormous potential\u2014whether it\u2019s for selling more, or helping people with disabilities. <\/span><\/i><\/p><\/blockquote>\n<p><i><span style=\"font-weight: 400;\">&#8220;Right now, that\u2019s done through an accessibility approach that honestly doesn\u2019t really work very well. But if we can create a custom user interface just for that person that takes their disability into account\u2014say, an auditory user interface for a visually impaired user, or simplified content for people who struggle with literacy\u2014that\u2019s very promising.\u201d<\/span><\/i><\/p>\n<h2><strong>Looking to the future (and some final words of wisdom from Jakob)<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Looking to the future, Jakob maintains that the biggest impact AI will have on the UX industry will be to boost productivity. It won\u2019t take work away from human UX designers, but it will initiate a shift in what UX designers focus on.\u00a0<\/span><\/p>\n<blockquote><p><i><span style=\"font-weight: 400;\">I don\u2019t think [AI tools] will replace designers, but there will definitely be a design tool that allows you to gain twice the productivity of what you did before because you don\u2019t have to focus on lower-level design details. You\u2019ll need to operate at a higher level, think more about the higher-level design problems, because that\u2019s what the AI cannot do. I believe this will result in greater job satisfaction, because you can focus on the deeper, more interesting stuff.<\/span><\/i><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">Importantly, Jakob emphasises that AI is an aide, not a replacement for human designers. He describes it as a collaborative effort; a merging of intelligences:<\/span><\/p>\n<blockquote><p><i><span style=\"font-weight: 400;\">It\u2019s a collaboration, a synergy. AI can do a lot of things for you, but it shouldn\u2019t be the one doing the final work, and you want to add some human judgement and intelligence, so it becomes a combination. Right now, the AI is like a junior colleague or intern; somebody who is not quite the senior expert yet. Maybe in five years that could be different, but in any case we should consider AI as a colleague and have a collaboration between the two types of intelligence.<\/span><\/i><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">Besides the impact of AI on designers, another key consideration is <strong>how AI might impact the user journey, particularly in the realm of web search.<\/strong> Will tools like Perplexity, an AI-powered answer engine, replace traditional search (i.e. typing something into Google)?\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jakob sees it as a strong possibility, noting that tools like Perplexity AI can improve the search experience in many ways. Perplexity in particular is very good at predicting what additional information you might need beyond what you asked for\u2014and it generates a custom answer just for you.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That\u2019s pretty exciting from a user perspective, and will of course have a huge impact on companies\/creators who generate much of their website traffic from search. Watch this space\u2026<\/span><\/p>\n<p><span style=\"font-weight: 400;\">After speaking with Jakob, we can\u2019t help but feel excited about the future of AI and UX. For further insights, we recommend checking out <\/span><a href=\"https:\/\/www.youtube.com\/watch?v=fZtuvvcbDK0\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">the full conversation with Jakob over on YouTube<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"\/\/www.youtube.com\/embed\/fZtuvvcbDK0?si=02B3YIgvh_83yZmw\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p><span style=\"font-weight: 400;\">If you\u2019d like to learn more about what\u2019s happening in the UX industry, consider these posts for your next read:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.uxdesigninstitute.com\/blog\/your-guide-to-landing-ux-jobs\/\"><span style=\"font-weight: 400;\">Your guide to landing a job in UX: Top insights from the UX Design Institute\u2019s State of UX Hiring Report 2024<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.uxdesigninstitute.com\/blog\/is-the-ux-job-market-oversaturated\/\"><span style=\"font-weight: 400;\">Is the UX job market oversaturated? An in-depth analysis and outlook for 2024<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.uxdesigninstitute.com\/blog\/ux-bootcamp-vs-credit-rated-course\/\"><span style=\"font-weight: 400;\">Want to start a career in UX? Here\u2019s why bootcamps and free courses are not the answer<\/span><\/a><\/li>\n<li aria-level=\"1\"><a href=\"https:\/\/www.uxdesigninstitute.com\/blog\/will-ai-replace-ux-designers\/\">Will AI (Artificial Intelligence) replace UX Designers?<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>The UX Design Institute team spoke with Jakob Nielsen to hear his take on how AI will impact the UX industry. Read the highlights and key takeaways from our conversation here.<\/p>\n","protected":false},"author":22,"featured_media":10453,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[384],"tags":[],"class_list":["post-10445","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-in-ux"],"_links":{"self":[{"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/posts\/10445","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/comments?post=10445"}],"version-history":[{"count":9,"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/posts\/10445\/revisions"}],"predecessor-version":[{"id":10451,"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/posts\/10445\/revisions\/10451"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/media\/10453"}],"wp:attachment":[{"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/media?parent=10445"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/categories?post=10445"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.uxdesigninstitute.com\/blog\/wp-json\/wp\/v2\/tags?post=10445"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}