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"contents": "<span style=\"font-weight: 400;\">Much has been written and said about artificial intelligence (AI) and ChatGPT (generative pre-trained transformers) in the search for a suitable approach to this new technology. To express an opinion is risky; ChatGPT renews itself continually. I write in a language that everyone can understand and from the perspective of higher education, but it is also applicable to basic education.</span>\r\n<h4><b>What is ChatGPT?</b></h4>\r\n<span style=\"font-weight: 400;\">ChatGPT is a user-friendly AI chatbot</span><i><span style=\"font-weight: 400;\">.</span></i><span style=\"font-weight: 400;\"> It can read, write essays and poems, solve maths problems and even point out errors in calculations. To test it, my Afrikaans class and I asked ChatGPT to write a poem about load shedding. On the screen we could see the Chatbot write the following:</span>\r\n\r\n<b>Beurtkrag</b>\r\n\r\n<i><span style=\"font-weight: 400;\">Kragonderbrekings, ons land se pyn</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Gedwonge donkerheid, dis nie fyn</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Die kerse brand, die batterye dood</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Ons wag vir krag, ons wag vir nood</span></i>\r\n\r\n<i><span style=\"font-weight: 400;\">Daar’s geen krag, geen lig, geen hoop</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Die lug is stil, ons roep en roep</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Maar niks gebeur, die donkerheid bly</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">En ons sit hier, en wag vir die dag wat sal bly</span></i>\r\n\r\n<i><span style=\"font-weight: 400;\">Ons bid vir krag, ons vra vir hulp</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Ons vra vir antwoorde, ons vra vir skulp</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Maar niks gebeur, die nag is lank</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Ons staan alleen, in donkerheid gevang</span></i>\r\n\r\n<i><span style=\"font-weight: 400;\">Kragonderbrekings, ons vloek en kla</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Ons wonder net, wanneer dit ophou dra</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Die krag is weg, ons land staan stil</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Ons wonder net, hoe lank dit nog wil</span></i>\r\n\r\n<span style=\"font-weight: 400;\">For the sake of this article, I asked ChatGPT to translate the poem for me into English (for my English readers) and this is what the chatbot came up with:</span>\r\n\r\n<b>Loadshedding</b>\r\n\r\n<i><span style=\"font-weight: 400;\">Power outages, our country’s pain</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Forced darkness, it’s not fine</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">The candles are burning, the batteries dead</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">We wait for strength, this is insane</span></i>\r\n\r\n<i><span style=\"font-weight: 400;\">There’s no power, no light, no hope</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">The sky is dark, we moan and moan</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">But nothing happens, the darkness remains</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">And we sit here, waiting for the night to end</span></i>\r\n\r\n<i><span style=\"font-weight: 400;\">We ask for help, for strength we pray</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">We ask for answers, we ask for shelter</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">But nothing happens, the night is here to stay</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">We stand alone, caught in darkness</span></i>\r\n\r\n<i><span style=\"font-weight: 400;\">Power outages, we curse and complain</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">The power is gone, our country stands still</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">And we wonder, when this nightmare will</span></i><i><span style=\"font-weight: 400;\">\r\n</span></i><i><span style=\"font-weight: 400;\">Stop – as we pray for the night to end.</span></i>\r\n\r\n<span style=\"font-weight: 400;\">In response to the efforts of the chatbot, a fascinating class discussion followed, especially about the challenges that the chatbot holds for teachers, learners and assessments.</span>\r\n\r\n<span style=\"font-weight: 400;\">On the face of it the poem looks like a good attempt by a talented learner. On close inspection, the poem however shows a number of language and poetic errors. There are examples of forced rhyme, bothersome repetition and strange Afrikaans words and phrases like “</span><i><span style=\"font-weight: 400;\">donkerheid</span></i><span style=\"font-weight: 400;\">” instead of </span><i><span style=\"font-weight: 400;\">donker</span></i><span style=\"font-weight: 400;\"> or </span><i><span style=\"font-weight: 400;\">duisternis</span></i><span style=\"font-weight: 400;\">. This raises the suspicion that this may be someone else’s work.</span>\r\n\r\n<span style=\"font-weight: 400;\">ChatGPT cannot think or argue (at least not yet); it receives information from data supplied by its human creator. The only information we supplied was that </span><i><span style=\"font-weight: 400;\">load shedding causes pain and keeps us in the dark. </span></i><span style=\"font-weight: 400;\">Now take note how it repeats “pain”, “night” and “dark”.</span>\r\n\r\n<span style=\"font-weight: 400;\">Incorrect data leads to incorrect responses which are incorrectly accepted as facts. The chatbot often responds with incorrect statements presented as fact. The chatbot only supplies answers according to the assignment received. The first lesson for students is that ChatGPT often supplies incorrect information as fact. As it does not store its responses, one cannot trace the sources with search instruments.</span>\r\n<h4><b>Nothing new</b></h4>\r\n<span style=\"font-weight: 400;\">Artificial intelligence is nothing new; it has been part of our lives for a long time. For learners a school day without a calculator is unthinkable. You pay accounts with an app on your smartphone instead of a cheque. We receive an SMS from the bank after hours when there is no one there. With the help of AI you can do online shopping, find your way to an unknown destination and correct your spelling errors in an essay.</span>\r\n\r\n<span style=\"font-weight: 400;\">Similar AI technologies form the basis of various educational tools which are already in use, including SUNLearn (the platform on which my university’s module frameworks are loaded) and Turnitin (which measures the percentage of quotations from other sources).</span>\r\n<h4><b>What to do about assessment</b></h4>\r\n<span style=\"font-weight: 400;\">AI and ChatGPT hold many challenges but also exciting opportunities for Assessment of Learning and Teaching (TLA). The impact of assessment will be groundbreaking, especially non-invigilated assessment such as assignments done at home and critical feedback about texts. At first the (predictable) reaction to ChatGPT was (1) to return to all assessment taking place with invigilation; and (2) the development of new, better software which can trace ChatGPT. This reaction would however only address the symptoms.</span>\r\n\r\n<span style=\"font-weight: 400;\">At the speed at which AI develops, option 1 is not attainable. Although option 2 is technically possible, it will lead to a continuous battle to keep up with AI, a battle we will never win. What is needed is that human behaviour should change.</span>\r\n\r\n<span style=\"font-weight: 400;\">Other challenges for teaching and learning are:</span>\r\n<ul>\r\n \t<li>Students will become too dependent on chatbots, preventing critical thinking;</li>\r\n \t<li>Chatbots can supply answers to questions, but students will not always understand the thinking behind the answers; and</li>\r\n \t<li>Chatbots can store students’ personal information in their memory, which can lead to violation of privacy if it is not properly managed.</li>\r\n</ul>\r\n<h4><b>What can we do?</b></h4>\r\n<span style=\"font-weight: 400;\">In order to protect the academic integrity of students and lecturers, the most responsible thing to do is to adapt TLA practices to AI. I share a few proposals supplied by various academics and thought leaders:</span>\r\n<ul>\r\n \t<li>We have the ability to do research, interpret facts and to reason about it<strong> critically</strong> and to apply this knowledge in our TLA practices;</li>\r\n \t<li>Emphasise <strong>academic integrity</strong> and ensure that students know where to get guidance and support about healthy research practices;</li>\r\n \t<li><strong>Communicate:</strong> Discuss AI tools with students and ensure that they understand what the correct and incorrect usage entails;</li>\r\n \t<li><strong>Utilise contact time</strong> for active learning (instead of soul-destroying and boring lectures) and get students involved in the class;</li>\r\n \t<li><strong>Adapt the learning outcomes </strong>by aligning the modules with the critical skills above so that students are equipped with these skills;</li>\r\n \t<li><strong>Renew assessment methods</strong>: assess less; everything does not have to be scored. Use less high-risk assessment and focus more on process-driven assessment;</li>\r\n \t<li>Avoid tasks which tempt students to use ChatGPT by focusing on <strong>creative</strong> <strong>alternatives</strong> such as oral assessment, presentations, class and individual discussions, critical reading and writing editorials; and</li>\r\n \t<li>Use the <strong>flipped classroom method </strong>by moving classes outdoors.</li>\r\n</ul>\r\n<h4><b>Creative and innovative</b></h4>\r\n<span style=\"font-weight: 400;\">I would like to share a creative alternative which I have tested with my class. Instead of the normal lecture which discusses one poem, the classroom is moved outdoors. Three groups could each draw one of the poems below (to avoid selection of known poems): </span><i><span style=\"font-weight: 400;\">Vroegherfs</span></i><span style=\"font-weight: 400;\"> (NP van Wyk Louw), </span><i><span style=\"font-weight: 400;\">Delft</span></i><span style=\"font-weight: 400;\"> (Nathan Trantraal) and </span><i><span style=\"font-weight: 400;\">Oppie parara</span></i><span style=\"font-weight: 400;\"> (Adam Small).</span>\r\n\r\n<span style=\"font-weight: 400;\">Groups had to make a cellphone video to illustrate the poem and assign tasks to team members, such as photographer, copywriter, lighting and sound. The video about </span><i><span style=\"font-weight: 400;\">Vroegherfs</span></i><span style=\"font-weight: 400;\"> was filmed on an autumn day in Stellenbosch, and the video about Delft was filmed in this crime-ridden area of the Cape Flats. For the video of </span><i><span style=\"font-weight: 400;\">Oppie parara </span></i><span style=\"font-weight: 400;\">the Parade in Cape Town was visited. They also had to set a paper and a memorandum.</span>\r\n\r\n<span style=\"font-weight: 400;\">Each group had to present to the class on their poem and video. It served as an oral assessment, while simultaneously showing whether the student could teach. The enthusiasm with which the class tackled the project, and the competition to win the prize for the best team, motivated everyone to give their best. Groups assessed each other and I was pleasantly surprised by how strict they were. On the reflection form filled in afterwards, students asked for more such opportunities.</span>\r\n<h4><b>Paradigm shift</b></h4>\r\n<span style=\"font-weight: 400;\">A crisis can lead to a unique opportunity. It requires teachers/lecturers to be innovative in their thinking about classrooms.</span>\r\n\r\n<span style=\"font-weight: 400;\">The American futurist Alvin Toffler said that all we can be sure of is change. ChatGPT has shaken academics out of their academic nap. There is no longer a place for handing out notes which students must memorise.</span>\r\n\r\n<span style=\"font-weight: 400;\">A paradigm shift is required similar to the mind shift made with the arrival of the internet. To keep up with the rapid development of AI and remain relevant, education is forced to adjust their approach to TLA.</span>\r\n<h4><b>Here to stay</b></h4>\r\n<span style=\"font-weight: 400;\">Educational institutions will thus have to prepare for the world of AI. There are concerns. There will always be. But it would not be wise to discourage students from making use of it. Students </span><i><span style=\"font-weight: 400;\">will</span></i><span style=\"font-weight: 400;\"> use it, just like they use smartphones, calculators and Google. Rather we must equip students with the skills to use ChatGPT critically and responsibly, in which case it can follow the same route as previous AI models.</span>\r\n\r\n<span style=\"font-weight: 400;\">ChatGPT is here to stay but will never replace humans. It facilitates calculations but still requires human intervention to find the right answers. </span><b>DM</b>",
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