{"id":117207,"date":"2024-06-05T06:21:26","date_gmt":"2024-06-05T06:21:26","guid":{"rendered":"https:\/\/alj.com\/?post_type=perspective&#038;p=117207"},"modified":"2024-10-18T05:56:32","modified_gmt":"2024-10-18T05:56:32","slug":"the-ai-transformation-in-education","status":"publish","type":"perspective","link":"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/","title":{"rendered":"The AI transformation in education"},"content":{"rendered":"<h4>Generative AI technologies are set to radically reshape the way we teach and learn over the coming years.<\/h4>\n<p>The year 2023 was a landmark in the use of generative AI (genAI) \u2013 a rapidly developing form of AI that is distinguished by its ability to create entirely new content. \u00a0In particular, the launch of major text-based genAI chatbots received a phenomenal reception. \u00a0In November, OpenAI\u2019s ChatGPT reached 100 million users a week<a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a>. \u00a0The ability of ChatGPT to quickly produce cogent written material on a wide range of topics, with a high level of accuracy \u2013 and to converse naturally and flexibly with humans \u2013 quickly captured the public\u2019s imagination. \u00a0And it led to huge interest in how such technology could change the way we live and work.<\/p>\n<p>ChatGPT is believed to have been the fastest-growing consumer internet app of all time, reaching 100 million monthly users within just two months of its launch. \u00a0And while it now faces competition from other offers such as Google\u2019s Gemini (previously known as Bard), it remains the most popular genAI app.<\/p>\n<p>There are also popular apps (such as Dall-E and Midjourney) that use genAI to create images from text, while others generate music and video. \u00a0GenAI technology is expected to have a major impact on economies and societies. \u00a0An analysis by Bloomberg Intelligence predicted the genAI market would grow from US$ 40 billion in 2022 to reach US$ 1.3 trillion over the next 10 years<a href=\"#_ftn2\" name=\"_ftnref2\">[2]<\/a>. \u00a0Meanwhile, a report by McKinsey found that 2023 was genAI\u2019s \u201cbreakout year\u201d in the business world. \u00a0In a survey in April 2023, almost a quarter of respondents (22%), from all levels of organizations, said they were already regularly using it in their work<a href=\"#_ftn3\" name=\"_ftnref3\">[3]<\/a>.<\/p>\n<p>Education is one area where genAI is likely to make a significant difference. \u00a0While there have been some concerns about the possibility for it to enable plagiarism and spread misinformation, there is also exciting potential for it to create new value for both learners and educators.<\/p>\n<h2>Educational opportunities<\/h2>\n<p>When genAI first emerged, it prompted fears that learners might use it to cheat, such as by producing plagiarized work. \u00a0Some schools in the US even banned ChatGTP, citing \u201cconcerns about negative impacts on student learning, and concerns regarding the safety and accuracy of contents\u201d<a href=\"#_ftn4\" name=\"_ftnref4\">[4]<\/a>. \u00a0There were similar concerns raised about the technology\u2019s impact on higher education. \u00a0In March 2023, an academic paper discussed how AI tools raise concerns relating to academic honesty and plagiarism. \u00a0Only after the research was published was it revealed that the paper itself had been written by ChatGPT.<a href=\"#_ftn5\" name=\"_ftnref5\">[5]<\/a><\/p>\n<p>The attitude of educators has softened in the intervening period, however, and those hasty bans were soon lifted.<a href=\"#_ftn6\" name=\"_ftnref6\">[6]<\/a> \u00a0It\u2019s now widely accepted that the technology is here to stay \u2013 and rather than being a threat to education as we know it, it could actually deliver huge benefits.<\/p>\n<p>Many experts and practitioners believe genAI offers the possibility of new approaches to teaching and learning that can support engagement and productivity across a broad spectrum of educational levels. \u00a0Cornell University\u2019s Center for Teaching Innovation, for example, notes that genAI offers instant access to vast amounts of information, and could support ways to help learners with different abilities, backgrounds or needs. \u00a0It could also boost exploration and creativity, spark curiosity, and suggest new ideas and ways of thinking.<a href=\"#_ftn7\" name=\"_ftnref7\">[7]<\/a><\/p>\n<p>GenAI technology also offers considerable benefits for educators. \u00a0It could help faculty staff produce content and course materials, such as lesson plans, quiz questions, sample problems, or writing scenarios. \u00a0And it could be used by lecturers for producing material such as learning objectives, course descriptions, syllabus statements, or course policies.<\/p>\n<p>A report last year from the US Department of Education said educators are exploring how AI might be used for writing or improving lessons, as well as their process for finding, choosing, and adapting material for use in their lessons. \u00a0The report notes that despite its risks, genAI may enable achieving educational priorities in better ways, at scale, and with lower costs. \u00a0It adds that \u201cit is imperative to address AI in education <em>now <\/em>to realize key opportunities, prevent and mitigate emergent risks, and tackle unintended consequences\u201d.<a href=\"#_ftn8\" name=\"_ftnref8\">[8]<\/a><\/p>\n<h2>Growing usage<\/h2>\n<p>This note of urgency is well-placed. \u00a0Evidence from the UK indicates there is already significant use of genAI among both educators and students. \u00a0A survey in 2024 by Internet Matters found that 44% of children are actively engaging with genAI tools \u2013 with over half of this group (54%) using them for homework or school work<a href=\"#_ftn9\" name=\"_ftnref9\">[9]<\/a>. \u00a0Meanwhile, an earlier survey by the UK government\u2019s Department for Education (DfE), carried out in April 2023, found 23% of college educators, 14% of secondary school teachers and 9% of teachers in primary schools had used genAI.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-117208\" src=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_001-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1809\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_001-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_001-300x212.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_001-1024x724.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_001-150x106.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_001-768x543.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_001-1536x1085.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_001-2048x1447.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>According to a report in January 2024 again from the DfE<a href=\"#_ftn10\" name=\"_ftnref10\">[10]<\/a>, the most common ways that educators are currently using genAI is to create content for lessons and administrative support. \u00a0Among the leaders and teachers who were using the technology, 62% were deploying it to create lessons or curriculum resources. \u00a0Some 42% were using genAI to plan lessons or curriculum content, and 17% were using it to engage with parents or carers. \u00a0Other uses included delivering lessons, marking or giving feedback, and drafting policy documents. \u00a0There was evidence of genAI being used across a wide range of subjects. \u00a0In science and computing, it was being applied to produce experiment ideas, revision tools and code. \u00a0In mathematics, educators had created self-marking quizzes, while in language-based subjects the technology was utilized to generate writing examples and comprehension questions.<\/p>\n<h2>AI as a tool for personalized learning<\/h2>\n<p>In 1984, the educational psychologist Benjamin Bloom identified the so-called \u2018two sigma problem\u2019. \u00a0Bloom\u2019s research highlighted the considerably better performance that learners could achieve through one-on-one tutoring compared to being taught in the classroom: students with a personal tutor performed better by two standard deviations. \u00a0For reasons of practicality and resources, access to this kind of support has so far remained limited. \u00a0But some initiatives are now exploring the potential of genAI to make personalized education mainstream.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignright size-medium wp-image-117259\" src=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Noodle-Factory-300x300.png\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Noodle-Factory-300x300.png 300w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Noodle-Factory-150x150.png 150w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Noodle-Factory-200x200.png 200w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Noodle-Factory-170x170.png 170w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Noodle-Factory-70x70.png 70w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Noodle-Factory-271x271.png 271w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Noodle-Factory.png 394w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>The Singapore-based company Noodle Factory, for example, provides a gen AI-driven teaching assistant platform called \u2018Walter\u2019 that can personalize and enhance students\u2019 experience while relieving the administrative burden on educators. \u00a0Walter can provide instant feedback to students on completed exercises, including open-ended questions, while a Q&amp;A function can answer students\u2019 specific queries.<\/p>\n<p>This prioritizes institutional content, such as lecture notes and slides \u2013 but educators can also choose to allow access to large language model genAI systems such as ChatGPT to help develop students\u2019 knowledge. \u00a0Educators can view analytics to understand how students interact with the chatbot and identify where extra support or intervention may be needed.<\/p>\n<p>Institutions using Noodle Factory\u2019s platform include Ngee Ann Polytechnic\u2019s School of Health Sciences in Singapore, where it has been used by more than 1,000 students. \u00a0According to Noodle Factory, students rated the tutoring experience 4.26 out of 5, while the tool\u2019s automated grading saved each lecturer 100 hours a year.<a href=\"#_ftn11\" name=\"_ftnref11\">[11]<\/a> \u00a0The platform is also being used at the country\u2019s Institute of Technical Education (ITE). \u00a0In a nine-month study involving ITE students and lecturers, more than 80% said the platform was effective and were willing to continue using it. \u00a0Some 84% of students said the AI tutor was user-friendly and easy to navigate, while about two thirds (64%) of lecturers said they had saved between 50% and 75% of time during the marking process.<a href=\"#_ftn12\" name=\"_ftnref12\">[12]<\/a><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-117215\" src=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_002-scaled.jpg\" alt=\"\" width=\"2560\" height=\"2103\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_002-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_002-300x246.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_002-1024x841.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_002-150x123.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_002-768x631.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_002-1536x1262.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_002-2048x1682.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>The Walter platform has also been used in the US, Mexico, Portugal and the UK \u2013 where the University of London is currently piloting the chatbot\u2019s use in its online law programs.<a href=\"#_ftn13\" name=\"_ftnref13\">[13]<\/a> Jonathon Thomas, the university\u2019s associate director of learning design and production, says he is impressed by the software\u2019s ability to offer accurate and meaningful real-time feedback. \u00a0\u201cImportantly, we don\u2019t envisage that the software would, or could, replace a tutor,\u201d comments Thomas. \u00a0\u201cInstead, I believe AI can help bridge that gap by answering common academic questions, removing student frustration and freeing up tutors to focus on more complex problems.\u201d<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-117222\" src=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_003-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1034\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_003-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_003-300x121.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_003-1024x413.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_003-150x61.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_003-768x310.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_003-1536x620.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_003-2048x827.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>Thanks to safety features that improve data security and help prevent students from accessing inappropriate content, bespoke genAI tools can offer an advantage over publicly available options such as ChatGPT.<strong> \u00a0<\/strong>Similar functionality exists for Khanmigo, a genAI-powered \u2018personal tutor and teaching assistant\u2019 developed last year by Khan Academy, an educational non-profit organization in the US.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignleft size-medium wp-image-117266\" src=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Khanmigo--300x168.jpg\" alt=\"\" width=\"300\" height=\"168\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Khanmigo--300x168.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Khanmigo--1024x574.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Khanmigo--150x84.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Khanmigo--768x431.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Khanmigo--226x126.jpg 226w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/Khanmigo-.jpg 1139w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>Khanmigo is based on ChatGPT technology \u2013 but rather than simply giving answers, it has been adapted to guide learners towards solving problems themselves. \u00a0And the app has been additionally trained on Khan Academy\u2019s own content library, which includes courses on subjects including math, science, economics and history.<\/p>\n<p>Khanmigo\u2019s conversational support for learners includes asking challenging questions and encouraging them to think critically \u2013 and it can also act as historical characters. \u00a0For teachers, the app offers assistance in activities such as lesson planning, creating rubrics, and providing feedback.<a href=\"#_ftn14\" name=\"_ftnref14\">[14]<\/a><\/p>\n<p>The chatbot has been positively received, with a Washington Post journalist recently describing it as the \u201cbest model we have for how to develop and implement AI for the public good\u201d and \u201cthe first AI software I\u2019m excited for my kids to use\u201d<a href=\"#_ftn15\" name=\"_ftnref15\">[15]<\/a>. \u00a0Khanmigo is currently being piloted by about 20,000 students as part of a US$ 2 million program in the US state of Indiana.\u00a0 T<em>he technology can help students chat with literary characters, craft stories, navigate the college admissions process, and receive coaching to achieve their academic and career goals, with one student commenting that it was \u201cmore fun than TikTok&#8221;<\/em><em>.<\/em><a href=\"#_ftn16\" name=\"_ftnref16\">[16]<\/a><\/p>\n<h2>Increasing accessibility<\/h2>\n<p>So while the use of genAI in education is in its early stages, we\u2019re already seeing some exciting applications.<strong> \u00a0<\/strong>And it\u2019s clear that whether through direct interactions with learners, or the new capacities it offers for educators, there is great potential for the technology to support more personalized learning paths.<strong> \u00a0<\/strong>Indeed, Khan Academy founder Sal Khan believes that \u201cwe\u2019re at the cusp of using AI for probably the biggest positive transformation that education has ever seen\u201d.<a href=\"#_ftn17\" name=\"_ftnref17\">[17]<\/a><\/p>\n<p>As well as enhancing mainstream education, genAI can make it easier for students and educators to adapt or create content in a wide range of ways to suit different learning needs.<strong>\u00a0 <\/strong>Researchers with conditions such as brain injury, dyslexia and aphantasia (the inability to visualize), for example, recently told the Nature journal how converting academic content into different forms \u2013 such as transcribing and summarizing lectures or generating images from descriptions \u2013 could support their work<a href=\"#_ftn18\" name=\"_ftnref18\">[18]<\/a>.<\/p>\n<p>And the UK educational non-profit Jisc notes that genAI can be particularly effective at reworking text, which has the potential to benefit neurodivergent students. \u00a0This could include translating, simplifying, and rephrasing material, or providing examples<a href=\"#_ftn19\" name=\"_ftnref19\">[19]<\/a>. \u00a0One popular accessibility resource is the goblin.tools platform, which uses genAI to offer a range of tools designed to support neurodivergent learners in different tasks. These include changing the tone of writing and estimating how long a task might take to complete. \u00a0One student with attention deficit hyperactivity disorder (ADHD) at the University of Technology Sydney recently discussed how goblin.tools, as well as the text-to-speech app Speechify and Yoodli, a speech coach program, helped her maintain focus and manage her time effectively<a href=\"#_ftn20\" name=\"_ftnref20\">[20]<\/a>.<\/p>\n<p>Researchers are investigating further possibilities for using advanced AI technology to support students with special educational needs. \u00a0Amid a shortfall of speech and language pathologists in the US, one project led by the University at Buffalo aims to develop AI-based tools to screen children for speech and language challenges and then work with teachers to provide individualized interventions<a href=\"#_ftn21\" name=\"_ftnref21\">[21]<\/a>. \u00a0And the University of Maine is leading a project investigating innovative practices in using AI in education, funded by the Council for Exceptional Children.<a href=\"#_ftn22\" name=\"_ftnref22\">[22]<\/a><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-117229\" src=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_004-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1508\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_004-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_004-300x177.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_004-1024x603.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_004-150x88.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_004-768x452.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_004-1536x905.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_004-2048x1206.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<h2>Future possibilities<\/h2>\n<p>These are just a few examples of the huge ambition around the possible future applications of genAI in education more broadly. \u00a0In a speech last year at University College London, for example, professor Mike Sharples of the Open University highlighted the potential for the technology to be used as \u201ca personalized AI guide for learning and life\u201d. \u00a0As genAI becomes more sophisticated, he explained, chatbot tools could be used not just to help with particular tasks but as \u201clifelong mentors\u201d with persistent memory.<a href=\"#_ftn23\" name=\"_ftnref23\">[23]<\/a><\/p>\n<p>Another fascinating development is Google\u2019s experimental note-taking app, NotebookLM. \u00a0Previously known as Project Tailwind, the app synthesizes and analyzes information in uploaded documents. \u00a0Because the tool is grounded in these particular sources, Google says it \u201ccreates a personalized AI that\u2019s versed in the information relevant to you\u201d. \u00a0The company describes it as a \u201cvirtual research assistant that can summarize facts, explain complex ideas, and brainstorm new connections\u201d. \u00a0It gives the example of a medical student uploading a scientific article about neuroscience and asking the app to create a glossary of key terms related to dopamine.<a href=\"#_ftn24\" name=\"_ftnref24\">[24]<\/a><\/p>\n<p>Stanford University\u2019s seed grant scheme supporting early-stage research into educational uses of genAI<a href=\"#_ftn25\" name=\"_ftnref25\">[25]<\/a> gives an idea of the breadth of the technology\u2019s potential uses. \u00a0The initiatives it is backing include a project researching the creation of 3D virtual teaching assistants that can simulate real-world medical training, and the generation of high-quality descriptions of data visualizations \u2013 to improve accessibility for blind and low-vision learners. Other projects have been awarded funding to research the detection of AI-generated text, and how to help teachers write effective feedback for students.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-117236\" src=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_005-scaled.jpg\" alt=\"\" width=\"2560\" height=\"2450\" srcset=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_005-scaled.jpg 2560w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_005-300x287.jpg 300w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_005-1024x980.jpg 1024w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_005-150x144.jpg 150w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_005-768x735.jpg 768w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_005-1536x1470.jpg 1536w, https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_005-2048x1960.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<h2>Frameworks for the future<\/h2>\n<p>A recent analysis by Morgan Stanley argued that genAI\u2019s potential to increase efficiency, while improving quality and access, could bring\u00a0US$ 200 billion in value to the global education sector by 2025<a href=\"#_ftn26\" name=\"_ftnref26\">[26]<\/a>. \u00a0But while governments and educational institutions increasingly appreciate such opportunities, they remain keenly aware of the technology\u2019s potential hazards. Unesco\u2019s director general Audrey Azoulay has warned that genAI \u201ccannot be integrated into education without public engagement, and the necessary safeguards and regulations from governments\u201d.<a href=\"#_ftn27\" name=\"_ftnref27\">[27]<\/a><\/p>\n<p>To get the best out of genAI in education, we will need effective policy frameworks to underpin its use. Unesco\u2019s \u2018Global Guidance on Generative AI in Education and Research\u2019<a href=\"#_ftn28\" name=\"_ftnref28\">[28]<\/a>, for example, suggests an age limit of 13 for using AI tools in the classroom and calls for teacher training on the subject. \u00a0Noting that only a handful of countries have adopted specific policies or plans for the use of AI in education, it also recommends eight key measures that governments can take to develop policy frameworks for regulating the use of genAI. \u00a0These include promoting inclusion, equity and diversity, protecting human agency and monitoring and validating systems.<\/p>\n<p>As the document\u2019s foreword notes, the capacities of genAI have potentially huge implications for education<em>. \u00a0<\/em>Fully capitalizing on these implications in a way that delivers measurable benefits for both educators and students will be no easy task, however. \u00a0While the early skepticism was understandable, it\u2019s encouraging that many places are now implementing more balanced approaches. \u00a0Cornell University, for example, suggests educators take a flexible approach to the use of genAI, in which they can either prohibit, allow with attribution, or encourage its use among students<a href=\"#_ftn29\" name=\"_ftnref29\">[29]<\/a>. \u00a0Approaches such as this \u2013 recognizing the benefits of genAI while creating sensible structures to manage its risks \u2013 will be essential over the coming years, as the technology plays an increasingly large part in teaching and learning.<\/p>\n<p>GenAI is coming to disrupt our classrooms and lecture halls whether we like it or not.\u00a0 Our challenge is how to best harness its power as a positive tool to enhance education, not an excuse to undermine it.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"#_ftnref1\" name=\"_ftn1\">[1]<\/a> <a href=\"https:\/\/www.theverge.com\/2023\/11\/6\/23948386\/chatgpt-active-user-count-openai-developer-conference\">https:\/\/www.theverge.com\/2023\/11\/6\/23948386\/chatgpt-active-user-count-openai-developer-conference<\/a><\/p>\n<p><a href=\"#_ftnref2\" name=\"_ftn2\">[2]<\/a> <a href=\"https:\/\/www.bloomberg.com\/professional\/insights\/data\/generative-ai-races-toward-1-3-trillion-in-revenue-by-2032\/\">https:\/\/www.bloomberg.com\/professional\/insights\/data\/generative-ai-races-toward-1-3-trillion-in-revenue-by-2032\/<\/a><\/p>\n<p><a href=\"#_ftnref3\" name=\"_ftn3\">[3]<\/a> <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2023-generative-ais-breakout-year\">https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2023-generative-ais-breakout-year<\/a><\/p>\n<p><a href=\"#_ftnref4\" name=\"_ftn4\">[4]<\/a> <a href=\"https:\/\/www.theguardian.com\/us-news\/2023\/jan\/06\/new-york-city-schools-ban-ai-chatbot-chatgpt\">https:\/\/www.theguardian.com\/us-news\/2023\/jan\/06\/new-york-city-schools-ban-ai-chatbot-chatgpt<\/a><\/p>\n<p><a href=\"#_ftnref5\" name=\"_ftn5\">[5]<\/a> <a href=\"https:\/\/www.theguardian.com\/technology\/2023\/mar\/19\/ai-makes-plagiarism-harder-to-detect-argue-academics-in-paper-written-by-chatbot\">https:\/\/www.theguardian.com\/technology\/2023\/mar\/19\/ai-makes-plagiarism-harder-to-detect-argue-academics-in-paper-written-by-chatbot<\/a><\/p>\n<p><a href=\"#_ftnref6\" name=\"_ftn6\">[6]<\/a> <a href=\"https:\/\/www.nytimes.com\/2023\/08\/24\/business\/schools-chatgpt-chatbot-bans.html\">https:\/\/www.nytimes.com\/2023\/08\/24\/business\/schools-chatgpt-chatbot-bans.html<\/a><\/p>\n<p><a href=\"#_ftnref7\" name=\"_ftn7\">[7]<\/a> <a href=\"https:\/\/teaching.cornell.edu\/generative-artificial-intelligence\">https:\/\/teaching.cornell.edu\/generative-artificial-intelligence<\/a><\/p>\n<p><a href=\"#_ftnref8\" name=\"_ftn8\">[8]<\/a> <a href=\"https:\/\/www2.ed.gov\/documents\/ai-report\/ai-report.pdf\">https:\/\/www2.ed.gov\/documents\/ai-report\/ai-report.pdf<\/a><\/p>\n<p><a href=\"#_ftnref9\" name=\"_ftn9\">[9]<\/a> <a href=\"https:\/\/www.internetmatters.org\/hub\/research\/generative-ai-in-education-report\/#full-report\">https:\/\/www.internetmatters.org\/hub\/research\/generative-ai-in-education-report\/#full-report<\/a><\/p>\n<p><a href=\"#_ftnref10\" name=\"_ftn10\">[10]<\/a> <a href=\"https:\/\/assets.publishing.service.gov.uk\/media\/65b8cd41b5cb6e000d8bb74e\/DfE_GenAI_in_education_-_Educator_and_expert_views_report.pdf\">https:\/\/assets.publishing.service.gov.uk\/media\/65b8cd41b5cb6e000d8bb74e\/DfE_GenAI_in_education_-_Educator_and_expert_views_report.pdf<\/a><\/p>\n<p><a href=\"#_ftnref11\" name=\"_ftn11\">[11]<\/a> <a href=\"https:\/\/www.noodlefactory.ai\/using-ai-to-improve-student-engagement-and-educator-productivity-ngee-ann-poly\">https:\/\/www.noodlefactory.ai\/using-ai-to-improve-student-engagement-and-educator-productivity-ngee-ann-poly<\/a><\/p>\n<p><a href=\"#_ftnref12\" name=\"_ftn12\">[12]<\/a> <a href=\"https:\/\/articles.noodlefactory.ai\/ai-education-tackling-two-sigma-problem-walter\">https:\/\/articles.noodlefactory.ai\/ai-education-tackling-two-sigma-problem-walter<\/a><\/p>\n<p><a href=\"#_ftnref13\" name=\"_ftn13\">[13]<\/a> <a href=\"https:\/\/onlinelearning.london.ac.uk\/2023\/03\/29\/ai-teaching-assistant-pilot\/\">https:\/\/onlinelearning.london.ac.uk\/2023\/03\/29\/ai-teaching-assistant-pilot\/<\/a><\/p>\n<p><a href=\"#_ftnref14\" name=\"_ftn14\">[14]<\/a> <a href=\"https:\/\/guides.libraries.uc.edu\/ai-education\/kh\">https:\/\/guides.libraries.uc.edu\/ai-education\/kh<\/a><\/p>\n<p><a href=\"#_ftnref15\" name=\"_ftn15\">[15]<\/a> <a href=\"https:\/\/www.washingtonpost.com\/opinions\/2024\/02\/22\/artificial-intelligence-sal-khan\/\">https:\/\/www.washingtonpost.com\/opinions\/2024\/02\/22\/artificial-intelligence-sal-khan\/<\/a><\/p>\n<p><a href=\"#_ftnref16\" name=\"_ftn16\">[16]<\/a> <a href=\"https:\/\/content.govdelivery.com\/accounts\/INDOE\/bulletins\/372fd58\">https:\/\/content.govdelivery.com\/accounts\/INDOE\/bulletins\/372fd58<\/a><\/p>\n<p><a href=\"#_ftnref17\" name=\"_ftn17\">[17]<\/a> https:\/\/blog.khanacademy.org\/sal-khans-2023-ted-talk-ai-in-the-classroom-can-transform-education\/<\/p>\n<p><a href=\"#_ftnref18\" name=\"_ftn18\">[18]<\/a> https:\/\/www.nature.com\/articles\/d41586-024-01003-w<\/p>\n<p><a href=\"#_ftnref19\" name=\"_ftn19\">[19]<\/a> https:\/\/nationalcentreforai.jiscinvolve.org\/wp\/2023\/10\/25\/generative-ai-and-accessibility-in-education\/<\/p>\n<p><a href=\"#_ftnref20\" name=\"_ftn20\">[20]<\/a> https:\/\/lx.uts.edu.au\/blog\/2023\/10\/23\/genai-student-perspectives-accessibility\/<\/p>\n<p><a href=\"#_ftnref21\" name=\"_ftn21\">[21]<\/a> <a href=\"https:\/\/www.buffalo.edu\/ai4exceptionaled.html#title_301642566_copy\">https:\/\/www.buffalo.edu\/ai4exceptionaled.html#title_301642566_copy<\/a><\/p>\n<p><a href=\"#_ftnref22\" name=\"_ftn22\">[22]<\/a> <a href=\"https:\/\/umaine.edu\/news\/blog\/2024\/01\/11\/umaine-faculty-investigating-best-uses-for-ai-in-special-education\/\">https:\/\/umaine.edu\/news\/blog\/2024\/01\/11\/umaine-faculty-investigating-best-uses-for-ai-in-special-education\/<\/a><\/p>\n<p><a href=\"#_ftnref23\" name=\"_ftn23\">[23]<\/a> <a href=\"https:\/\/www.ucl.ac.uk\/teaching-learning\/case-studies\/2023\/aug\/generative-ai-and-education-futures\">https:\/\/www.ucl.ac.uk\/teaching-learning\/case-studies\/2023\/aug\/generative-ai-and-education-futures<\/a><\/p>\n<p><a href=\"#_ftnref24\" name=\"_ftn24\">[24]<\/a> <a href=\"https:\/\/blog.google\/technology\/ai\/notebooklm-google-ai\/\">https:\/\/blog.google\/technology\/ai\/notebooklm-google-ai\/<\/a><\/p>\n<p><a href=\"#_ftnref25\" name=\"_ftn25\">[25]<\/a> <a href=\"https:\/\/acceleratelearning.stanford.edu\/funding\/generative-ai\/\">https:\/\/acceleratelearning.stanford.edu\/funding\/generative-ai\/<\/a><\/p>\n<p><a href=\"#_ftnref26\" name=\"_ftn26\">[26]<\/a> <a href=\"https:\/\/www.morganstanley.com\/ideas\/generative-ai-education-outlook\">https:\/\/www.morganstanley.com\/ideas\/generative-ai-education-outlook<\/a><\/p>\n<p><a href=\"#_ftnref27\" name=\"_ftn27\">[27]<\/a> <a href=\"https:\/\/www.unesco.org\/en\/articles\/unesco-governments-must-quickly-regulate-generative-ai-schools\">https:\/\/www.unesco.org\/en\/articles\/unesco-governments-must-quickly-regulate-generative-ai-schools<\/a><\/p>\n<p><a href=\"#_ftnref28\" name=\"_ftn28\">[28]<\/a> <a href=\"https:\/\/unesdoc.unesco.org\/ark:\/48223\/pf0000386693\">https:\/\/unesdoc.unesco.org\/ark:\/48223\/pf0000386693<\/a><\/p>\n<p><a href=\"#_ftnref29\" name=\"_ftn29\">[29]<\/a> <a href=\"https:\/\/teaching.cornell.edu\/generative-artificial-intelligence\/cu-committee-report-generative-artificial-intelligence-education\">https:\/\/teaching.cornell.edu\/generative-artificial-intelligence\/cu-committee-report-generative-artificial-intelligence-education<\/a><\/p>\n","protected":false},"author":18,"featured_media":117243,"template":"","tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The AI Transformation in Education | Abdul Latif Jameel\u00ae<\/title>\n<meta name=\"description\" content=\"Generative AI technologies will revolutionize teaching &amp; learning, transforming educational methods &amp; enhancing the learning experience. Read more.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The AI Transformation in Education | Abdul Latif Jameel\u00ae\" \/>\n<meta property=\"og:description\" content=\"Generative AI technologies will revolutionize teaching &amp; learning, transforming educational methods &amp; enhancing the learning experience. Read more.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/\" \/>\n<meta property=\"og:site_name\" content=\"Abdul Latif Jameel\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Abdul.Latif.Jameel.Official\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-18T05:56:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-Education-LI.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"14 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/\",\"url\":\"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/\",\"name\":\"The AI Transformation in Education | Abdul Latif Jameel\u00ae\",\"isPartOf\":{\"@id\":\"https:\/\/alj.com\/en\/#website\"},\"datePublished\":\"2024-06-05T06:21:26+00:00\",\"dateModified\":\"2024-10-18T05:56:32+00:00\",\"description\":\"Generative AI technologies will revolutionize teaching & learning, transforming educational methods & enhancing the learning experience. Read more.\",\"breadcrumb\":{\"@id\":\"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/alj.com\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Perspectives\",\"item\":\"https:\/\/alj.com\/en\/perspective\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"The AI transformation in education\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/alj.com\/en\/#website\",\"url\":\"https:\/\/alj.com\/en\/\",\"name\":\"Abdul Latif Jameel\",\"description\":\"Abdul Latif Jameel\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/alj.com\/en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The AI Transformation in Education | Abdul Latif Jameel\u00ae","description":"Generative AI technologies will revolutionize teaching & learning, transforming educational methods & enhancing the learning experience. Read more.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/","og_locale":"en_US","og_type":"article","og_title":"The AI Transformation in Education | Abdul Latif Jameel\u00ae","og_description":"Generative AI technologies will revolutionize teaching & learning, transforming educational methods & enhancing the learning experience. Read more.","og_url":"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/","og_site_name":"Abdul Latif Jameel","article_publisher":"https:\/\/www.facebook.com\/Abdul.Latif.Jameel.Official","article_modified_time":"2024-10-18T05:56:32+00:00","og_image":[{"width":1200,"height":675,"url":"https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-Education-LI.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"14 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/","url":"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/","name":"The AI Transformation in Education | Abdul Latif Jameel\u00ae","isPartOf":{"@id":"https:\/\/alj.com\/en\/#website"},"datePublished":"2024-06-05T06:21:26+00:00","dateModified":"2024-10-18T05:56:32+00:00","description":"Generative AI technologies will revolutionize teaching & learning, transforming educational methods & enhancing the learning experience. Read more.","breadcrumb":{"@id":"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/alj.com\/en\/perspective\/the-ai-transformation-in-education\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/alj.com\/en\/"},{"@type":"ListItem","position":2,"name":"Perspectives","item":"https:\/\/alj.com\/en\/perspective\/"},{"@type":"ListItem","position":3,"name":"The AI transformation in education"}]},{"@type":"WebSite","@id":"https:\/\/alj.com\/en\/#website","url":"https:\/\/alj.com\/en\/","name":"Abdul Latif Jameel","description":"Abdul Latif Jameel","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/alj.com\/en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"}]}},"post-meta-fields":{"push_notification":["no"],"_push_notification":["field_5c3b1fb67034d"],"_wpml_word_count":["{\"total\":2654,\"to_translate\":{\"ar\":2654,\"zh-hans\":2654,\"fr\":2654,\"ja\":2654,\"es\":2654,\"tr\":2654}}"],"_edit_lock":["1773928423:22"],"_edit_last":["25"],"_thumbnail_id":["117243"],"perspective_short_title":["The AI transformation in education"],"perspective_summury":["<p>Generative AI technologies are set to radically reshape the way we teach and learn over the coming years.<\/p>\n"],"perspective_location":["Dubai, UAE"],"wpcf-featured-news":["0"],"is_latest_news":["0"],"wpcf-show-news-at-homepage":["1"],"publish_mobile":["a:1:{i:0;s:3:\"yes\";}"],"_publish_mobile":["field_5bfa8eb2e65cf"],"mobile_featured_image":["https:\/\/media.alj.com\/app\/uploads\/2024\/06\/shutterstock_2296184867-scaled.jpg"],"_mobile_featured_image":["field_5c3b204983dea"],"featured_on_listing_page":["0"],"_featured_on_listing_page":["field_62458ea7383c3"],"content_series_applied":[""],"_content_series_applied":["field_60f3d3faf82ac"],"wpcf-perspective-downloadable_file":[""],"wpcf-perspective-published-date":["1717545600"],"wpcf-projecttitle":[""],"wpcf-projectdescription":[""],"wpcf-projectimage-video1":["image"],"wpcf-projectimage-1":[""],"wpcf-projectvideo-1":[""],"wpcf-projectdescription-1":[""],"wpcf-projectimage-video2":["image"],"wpcf-projectimage-2":[""],"wpcf-projectvideo-2":[""],"wpcf-projectdescription-2":[""],"wpcf-projectimage-video3":["image"],"wpcf-projectimage-3":[""],"wpcf-projectvideo-3":[""],"wpcf-projectdescription-3":[""],"wpcf-projectimage-video4":["image"],"wpcf-projectimage-4":[""],"wpcf-projectvideo-4":[""],"wpcf-projectdescription-4":[""],"wpcf-video-description":[""],"wpcf-layoutvideourl":[""],"wpcf-video-thumb":[""],"wpcf-social4-svg":[""],"wpcf-social4-background-image":[""],"wpcf-social4-text":[""],"wpcf-social4-url":[""],"wpcf-social3-svg":[""],"wpcf-social3-background-image":[""],"wpcf-social3-text":[""],"wpcf-social3-url":[""],"wpcf-social-text-svg-square":[""],"wpcf-social-text-image-square":[""],"wpcf-social-text-text-square":[""],"wpcf-social-text-url-square":[""],"wpcf-social2-svg":[""],"wpcf-social2-background-image":[""],"wpcf-social2-text":[""],"wpcf-social2-url":[""],"wpcf-social-svg-square":[""],"wpcf-social-image-square":[""],"wpcf-social-text-square":[""],"wpcf-social-url-square":[""],"wpcf-social1-svg":[""],"wpcf-social1-background-image":[""],"wpcf-social1-text":[""],"wpcf-social1-url":[""],"wpcf-quotes-with-auther-text-1":[""],"wpcf-card_article_with_title_content":[""],"wpcf-card_article_content":["write your content"],"wpcf-quotes-with-auther-text":[""],"_bsf_post_type":["0"],"_bsf_item_review_type":["none"],"_wpml_media_duplicate":["1"],"_wpml_media_featured":["1"],"_yoast_wpseo_title":["The AI Transformation in Education | Abdul Latif Jameel\u00ae"],"_yoast_wpseo_metadesc":["Generative AI technologies will revolutionize teaching & learning, transforming educational methods & enhancing the learning experience. Read more."],"_yoast_wpseo_content_score":["30"],"_yoast_wpseo_estimated-reading-time-minutes":[""],"_yoast_wpseo_wordproof_timestamp":[""],"_yoast_wpseo_opengraph-image":["https:\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-Education-LI-1024x576.jpg"],"_yoast_wpseo_opengraph-image-id":["117288"],"perspective_business_sector":["Corporate"],"wpcf-card-image":[""],"_wpcf-card-image-sort-order":["a:1:{i:0;i:1829461;}"],"amazonS3_cache":["a:18:{s:60:\"\/\/alj.com\/app\/uploads\/2024\/06\/AI-in-Education_001-scaled.jpg\";a:2:{s:2:\"id\";i:117208;s:11:\"source_type\";s:13:\"media-library\";}s:66:\"\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_001-scaled.jpg\";a:2:{s:2:\"id\";i:117208;s:11:\"source_type\";s:13:\"media-library\";}s:48:\"\/\/alj.com\/app\/uploads\/2024\/06\/Noodle-Factory.png\";a:2:{s:2:\"id\";i:117259;s:11:\"source_type\";s:13:\"media-library\";}s:56:\"\/\/alj.com\/app\/uploads\/2024\/06\/Noodle-Factory-300x300.png\";a:2:{s:2:\"id\";i:117259;s:11:\"source_type\";s:13:\"media-library\";}s:54:\"\/\/media.alj.com\/app\/uploads\/2024\/06\/Noodle-Factory.png\";a:2:{s:2:\"id\";i:117259;s:11:\"source_type\";s:13:\"media-library\";}s:62:\"\/\/media.alj.com\/app\/uploads\/2024\/06\/Noodle-Factory-300x300.png\";a:2:{s:2:\"id\";i:117259;s:11:\"source_type\";s:13:\"media-library\";}s:60:\"\/\/alj.com\/app\/uploads\/2024\/06\/AI-in-Education_002-scaled.jpg\";a:2:{s:2:\"id\";i:117215;s:11:\"source_type\";s:13:\"media-library\";}s:66:\"\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_002-scaled.jpg\";a:2:{s:2:\"id\";i:117215;s:11:\"source_type\";s:13:\"media-library\";}s:60:\"\/\/alj.com\/app\/uploads\/2024\/06\/AI-in-Education_003-scaled.jpg\";a:2:{s:2:\"id\";i:117222;s:11:\"source_type\";s:13:\"media-library\";}s:66:\"\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_003-scaled.jpg\";a:2:{s:2:\"id\";i:117222;s:11:\"source_type\";s:13:\"media-library\";}s:43:\"\/\/alj.com\/app\/uploads\/2024\/06\/Khanmigo-.jpg\";a:2:{s:2:\"id\";i:117266;s:11:\"source_type\";s:13:\"media-library\";}s:51:\"\/\/alj.com\/app\/uploads\/2024\/06\/Khanmigo--300x168.jpg\";a:2:{s:2:\"id\";i:117266;s:11:\"source_type\";s:13:\"media-library\";}s:49:\"\/\/media.alj.com\/app\/uploads\/2024\/06\/Khanmigo-.jpg\";a:2:{s:2:\"id\";i:117266;s:11:\"source_type\";s:13:\"media-library\";}s:57:\"\/\/media.alj.com\/app\/uploads\/2024\/06\/Khanmigo--300x168.jpg\";a:2:{s:2:\"id\";i:117266;s:11:\"source_type\";s:13:\"media-library\";}s:60:\"\/\/alj.com\/app\/uploads\/2024\/06\/AI-in-Education_004-scaled.jpg\";a:2:{s:2:\"id\";i:117229;s:11:\"source_type\";s:13:\"media-library\";}s:66:\"\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_004-scaled.jpg\";a:2:{s:2:\"id\";i:117229;s:11:\"source_type\";s:13:\"media-library\";}s:60:\"\/\/alj.com\/app\/uploads\/2024\/06\/AI-in-Education_005-scaled.jpg\";a:2:{s:2:\"id\";i:117236;s:11:\"source_type\";s:13:\"media-library\";}s:66:\"\/\/media.alj.com\/app\/uploads\/2024\/06\/AI-in-Education_005-scaled.jpg\";a:2:{s:2:\"id\";i:117236;s:11:\"source_type\";s:13:\"media-library\";}}"]},"_links":{"self":[{"href":"https:\/\/alj.com\/en\/wp-json\/wp\/v2\/perspective\/117207"}],"collection":[{"href":"https:\/\/alj.com\/en\/wp-json\/wp\/v2\/perspective"}],"about":[{"href":"https:\/\/alj.com\/en\/wp-json\/wp\/v2\/types\/perspective"}],"author":[{"embeddable":true,"href":"https:\/\/alj.com\/en\/wp-json\/wp\/v2\/users\/18"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alj.com\/en\/wp-json\/wp\/v2\/media\/117243"}],"wp:attachment":[{"href":"https:\/\/alj.com\/en\/wp-json\/wp\/v2\/media?parent=117207"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alj.com\/en\/wp-json\/wp\/v2\/tags?post=117207"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}