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"contents": "<a href=\"https://www.npr.org/2021/08/27/1031255390/reports-of-cheating-at-colleges-soar-during-the-pandemic\"><span style=\"font-weight: 400;\">Some universities</span></a><span style=\"font-weight: 400;\"> have reported </span><a href=\"https://kitchener.ctvnews.ca/more-students-cheating-during-online-classes-universities-say-1.5234890\"><span style=\"font-weight: 400;\">more cheating</span></a><span style=\"font-weight: 400;\"> during the pandemic, and such concerns are unfolding in a climate where </span><a href=\"https://theconversation.com/can-robots-write-machine-learning-produces-dazzling-results-but-some-assembly-is-still-required-146090\"><span style=\"font-weight: 400;\">technologies that allow for the automation of writing</span></a><span style=\"font-weight: 400;\"> continue to improve.</span>\r\n\r\n<span style=\"font-weight: 400;\">Over the past two years, </span><a href=\"https://www.forbes.com/sites/bernardmarr/2020/10/05/what-is-gpt-3-and-why-is-it-revolutionizing-artificial-intelligence\"><span style=\"font-weight: 400;\">the ability of artificial intelligence</span></a><span style=\"font-weight: 400;\"> to generate writing has leapt </span><a href=\"https://www.itbusinessedge.com/development/what-is-gpt-3\"><span style=\"font-weight: 400;\">forward significantly</span></a><span style=\"font-weight: 400;\">, particularly with the development of what’s known as the language generator GPT-3. With this, companies such as </span><a href=\"https://venturebeat.com/2021/01/12/google-trained-a-trillion-parameter-ai-language-model/\"><span style=\"font-weight: 400;\">Google</span></a><span style=\"font-weight: 400;\">, </span><a href=\"https://analyticsindiamag.com/nvidia-microsoft-introduce-new-language-model-mt-nlg-with-530-billion-parameters-leaves-gpt-3-behind/\"><span style=\"font-weight: 400;\">Microsoft and NVIDIA</span></a><span style=\"font-weight: 400;\"> can now produce </span><a href=\"https://www.forbes.com/sites/hannahmayer/2021/01/02/revolutionary-nlp-model-gpt-3-poised-to-redefine-ai-and-next-generation-of-startups/?sh=baed6d677b3c\"><span style=\"font-weight: 400;\">“human-like” text</span></a><span style=\"font-weight: 400;\">.</span>\r\n\r\n<a href=\"https://www.technologyreview.com/2020/08/07/1006132/software-algorithms-proctoring-online-tests-ai-ethics/\"><span style=\"font-weight: 400;\">AI-generated writing</span></a><span style=\"font-weight: 400;\"> has raised the stakes of how universities and schools will gauge </span><a href=\"https://doi.org/10.1007/s40979-016-0013-y\"><span style=\"font-weight: 400;\">what constitutes academic misconduct, such as plagiarism</span></a><span style=\"font-weight: 400;\">. As scholars with an interest </span><a href=\"https://doi.org/10.1007/s40979-018-0028-7\"><span style=\"font-weight: 400;\">in academic integrity</span></a><span style=\"font-weight: 400;\"> and the intersections of work, society and educators’ labour, we believe that </span><a href=\"https://www.universityaffairs.ca/opinion/in-my-opinion/what-happens-when-a-machine-can-write-as-well-as-an-academic/\"><span style=\"font-weight: 400;\">educators and parents should be, at the very least, paying close attention to these significant developments</span></a><span style=\"font-weight: 400;\">.</span>\r\n\r\n<strong>AI & academic writing</strong>\r\n\r\n<span style=\"font-weight: 400;\">The use of technology in academic writing is already widespread. For example, many </span><a href=\"https://edscoop.com/ohio-university-anti-plagiarism-analytics/\"><span style=\"font-weight: 400;\">universities already use text-based plagiarism detectors like Turnitin</span></a><span style=\"font-weight: 400;\">, while students might use </span><a href=\"https://techcrunch.com/2021/09/14/grammarly-sdk-beta-lets-developers-embed-text-editing-into-any-web-app/\"><span style=\"font-weight: 400;\">Grammarly</span></a><span style=\"font-weight: 400;\">, a cloud-based writing assistant. Examples of writing support include automatic text generation, extraction, prediction, mining, form-filling, </span><a href=\"https://doi.org/10.1007/s40979-018-0036-7\"><span style=\"font-weight: 400;\">paraphrasing</span></a><span style=\"font-weight: 400;\">, translation and transcription.</span>\r\n\r\n<span style=\"font-weight: 400;\">Advancements in AI technology have led to new tools, products and services </span><a href=\"https://copyblogger.com/algorithm-writing/\"><span style=\"font-weight: 400;\">being offered to writers</span></a><span style=\"font-weight: 400;\"> to improve </span><a href=\"https://rytr.me/\"><span style=\"font-weight: 400;\">content and efficiency</span></a><span style=\"font-weight: 400;\">. As these improve, soon </span><a href=\"https://www.theguardian.com/commentisfree/2020/sep/08/robot-wrote-this-article-gpt-3\"><span style=\"font-weight: 400;\">entire articles</span></a><span style=\"font-weight: 400;\"> or </span><a href=\"https://futurism.com/grad-student-neural-network-write-papers\"><span style=\"font-weight: 400;\">essays might be</span></a><span style=\"font-weight: 400;\"> generated and </span><a href=\"https://www.forbes.com/sites/adamgeller/2021/04/05/can-ai-computers-write-essays-better-than-you/\"><span style=\"font-weight: 400;\">written entirely by artificial intelligence</span></a><span style=\"font-weight: 400;\">. In schools, the implications of such developments will undoubtedly shape the future of learning, writing and teaching.</span>\r\n\r\n<strong>Misconduct concerns already widespread</strong>\r\n\r\n<span style=\"font-weight: 400;\">Research has revealed that </span><a href=\"http://hdl.handle.net/1880/113463\"><span style=\"font-weight: 400;\">concerns over academic misconduct are already widespread across institutions higher education in Canada</span></a><span style=\"font-weight: 400;\"> and internationally.</span>\r\n\r\n<span style=\"font-weight: 400;\">In Canada, there is little data regarding the rates of misconduct. Research published in 2006 based on </span><a href=\"https://doi.org/10.47678/cjhe.v36i2.183537\"><span style=\"font-weight: 400;\">data from mostly undergraduate students at 11 higher education institutions</span></a><span style=\"font-weight: 400;\"> found 53 per cent reported having engaged in one or more instances of serious cheating on written work, which was defined as copying material without footnoting, copying material almost word for word, submitting work done by someone else, fabricating or falsifying a bibliography, submitting a paper they either bought or got from someone else for free.</span>\r\n\r\n<span style=\"font-weight: 400;\">Academic misconduct is in all likelihood </span><a href=\"https://theconversation.com/cheating-may-be-under-reported-across-canadas-universities-and-colleges-129292\"><span style=\"font-weight: 400;\">under-reported across Canadian higher education institutions</span></a><span style=\"font-weight: 400;\">.</span>\r\n\r\n<span style=\"font-weight: 400;\">There are different types of violations of academic integrity, including </span><a href=\"https://products.abc-clio.com/ABC-CLIOCorporate/product.aspx?pc=A6237P\"><span style=\"font-weight: 400;\">plagiarism</span></a><span style=\"font-weight: 400;\">, </span><a href=\"https://theconversation.com/universities-unite-against-the-academic-black-market-85232\"><span style=\"font-weight: 400;\">contract cheating</span></a><span style=\"font-weight: 400;\"> (where students hire other people to write their papers) and exam cheating, </span><a href=\"https://theconversation.com/when-does-getting-help-on-an-assignment-turn-into-cheating-120215\"><span style=\"font-weight: 400;\">among others</span></a><span style=\"font-weight: 400;\">.</span>\r\n\r\n<span style=\"font-weight: 400;\">Unfortunately, with technology, students can use their ingenuity and entrepreneurialism to cheat. These concerns are also applicable to faculty members, academics and writers in other fields, bringing new concerns surrounding academic integrity and AI such as:</span>\r\n<ul>\r\n \t<li>If a piece of writing was 49 per cent written by AI, with the remaining 51 per cent written by a human, is this considered original work?</li>\r\n \t<li>What if an essay was 100 per cent written by AI, but a student did some of the coding themselves?</li>\r\n \t<li>What qualifies as “AI assistance” as opposed to “academic cheating”?</li>\r\n \t<li>Do the same rules apply to students as they would to academics and researchers?</li>\r\n</ul>\r\n<span style=\"font-weight: 400;\">We are asking these questions in </span><a href=\"http://hdl.handle.net/1880/113569\"><span style=\"font-weight: 400;\">our own research</span></a><span style=\"font-weight: 400;\">, and we know that in the face of all this, educators will be required to consider how writing can be effectively assessed or evaluated as these technologies improve.</span>\r\n\r\n<strong>Augmenting or diminishing integrity?</strong>\r\n\r\n<span style=\"font-weight: 400;\">At the moment, little guidance, policy or oversight is available regarding technology, AI and academic integrity for teachers and educational leaders.</span>\r\n\r\n<span style=\"font-weight: 400;\">Over the past year, COVID-19 has pushed more students towards online learning — a sphere where teachers may become less familiar with their own students and thus, potentially, their writing.</span>\r\n\r\n<span style=\"font-weight: 400;\">While it remains impossible to predict the future of these technologies and their implications in education, we can attempt to discern some of the larger trends and trajectories that will impact teaching, learning and research.</span>\r\n\r\n<strong>Technology & automation in education</strong>\r\n\r\n<span style=\"font-weight: 400;\">A key concern moving forward is the apparent movement towards the increased </span><a href=\"https://www.bustedcubicle.com/features/industry-disrupted/education\"><span style=\"font-weight: 400;\">automation of education</span></a><span style=\"font-weight: 400;\"> where educational technology companies offer commodities such as writing tools as proposed solutions for the various “problems” within education.</span>\r\n\r\n<span style=\"font-weight: 400;\">An example of this is automated assessment of student work, such as </span><a href=\"https://doi.org/10.1007/978-3-030-68449-5_25\"><span style=\"font-weight: 400;\">automated grading of student writing</span></a><span style=\"font-weight: 400;\">. Numerous commercial products already exist for automated grading, though the ethics of these technologies are yet to be fully explored by scholars and educators.</span>\r\n\r\n<span style=\"font-weight: 400;\">Overall, the traditional landscape surrounding academic integrity and authorship is being rapidly reshaped by technological developments. Such technological developments also spark concerns about a shift of </span><a href=\"https://doi.org/10.1177/0896920520948931\"><span style=\"font-weight: 400;\">professional control away from educators</span></a><span style=\"font-weight: 400;\"> and ever-increasing </span><a href=\"https://ices.library.ubc.ca/index.php/criticaled/article/view/186587\"><span style=\"font-weight: 400;\">new expectations</span></a><span style=\"font-weight: 400;\"> of digital literacy in </span><a href=\"https://theconversation.com/how-universities-can-really-help-phd-grads-get-jobs-118241\"><span style=\"font-weight: 400;\">precarious working environments</span></a><span style=\"font-weight: 400;\">.</span>\r\n\r\n<span style=\"font-weight: 400;\">These complexities, concerns and questions will require further thought and discussion. Educational stakeholders at all levels will be required to respond and rethink definitions as well as values surrounding plagiarism, originality, academic ethics and academic labour in the very near future.</span> <b>DM/ML <iframe src=\"https://counter.theconversation.com/content/160481/count.gif?distributor=republish-lightbox-advanced\" width=\"1\" height=\"1\"></iframe></b>\r\n\r\n<a href=\"https://theconversation.com/artificial-intelligence-is-getting-better-at-writing-and-universities-should-worry-about-plagiarism-160481\"><span style=\"font-weight: 400;\">This story was first published in</span><i><span style=\"font-weight: 400;\"> The Conversation.</span></i></a>\r\n\r\n<i><span style=\"font-weight: 400;\">Michael Mindzak is an assistant professor in the Faculty of Education at Brock University. Sarah Elaine Eaton is an Educational Leader in Residence, Academic Integrity and an assistant professor at the University of Calgary.</span></i>\r\n\r\n<i><span style=\"font-weight: 400;\">The authors would like to sincerely thank Ryan Morrison, from George Brown College, who provided significant expertise, advice and assistance with the development of this article.</span></i>\r\n\r\n[hearken id=\"daily-maverick/8901\"]",
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