{"id":13752,"date":"2025-09-13T11:43:21","date_gmt":"2025-09-13T11:43:21","guid":{"rendered":"https:\/\/www.newsbeep.com\/il\/13752\/"},"modified":"2025-09-13T11:43:21","modified_gmt":"2025-09-13T11:43:21","slug":"i-got-an-ai-to-impersonate-me-and-teach-me-my-own-course-heres-what-i-learned-about-the-future-of-education","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/il\/13752\/","title":{"rendered":"I Got an AI to Impersonate Me and Teach Me My Own Course\u2014Here\u2019s What I Learned About the Future of Education"},"content":{"rendered":"<p>Imagine you had an unlimited budget for individual tutors offering hyper-personalized courses that maximized <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2666920X22000236\" rel=\"nofollow noopener\" target=\"_blank\">learners\u2019 productivity<\/a> and skills development. This summer I previewed this idea\u2014with a ridiculous and solipsistic test.<\/p>\n<p>I asked an AI tutor agent to play the role of me, an <a href=\"https:\/\/www.linkedin.com\/in\/alexconnock\/\" rel=\"nofollow noopener\" target=\"_blank\">Oxford lecturer on media and AI<\/a>, and teach me a personal master\u2019s course, based entirely on my own work.<\/p>\n<p>I set up the agent via an off-the-shelf ChatGPT tool hosted on the Azure-based <a href=\"https:\/\/gocloudforce.com\/nebulaone-ai-launch\/\" rel=\"nofollow noopener\" target=\"_blank\">Nebula One<\/a> platform, with a prompt to research and impersonate me, then build personalized material based on what I already think. I didn\u2019t tell the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Large_language_model\" rel=\"nofollow noopener\" target=\"_blank\">large language model (LLM)<\/a> what to read or do anything else to enhance its capabilities, such as <a href=\"https:\/\/en.wikipedia.org\/wiki\/Retrieval-augmented_generation\" rel=\"nofollow noopener\" target=\"_blank\">giving it access<\/a> to learning materials that aren\u2019t publicly available online.<\/p>\n<p>The agent\u2019s course in media and AI was well structured\u2014a term-long, original six-module journey into my own <a href=\"https:\/\/www.routledge.com\/Media-Management-and-Live-Experience-Sports-Culture-Entertainment-and\/Connock\/p\/book\/9781032563671\" rel=\"nofollow noopener\" target=\"_blank\">collected works<\/a> that I had never devised, but admit I would have liked to.<\/p>\n<p>It was interactive and rapid-fire, demanding mental acuity via regular switches in formats. It was intellectually challenging, like good Oxford tutorials should be. The agent taught with rigor, giving instant responses to anything I asked. It had a powerful understanding of the fast-evolving <a href=\"https:\/\/singularityhub.com\/tag\/artificial-intelligence\/\" rel=\"nofollow noopener\" target=\"_blank\">landscape of AI<\/a> and media through the same lens as me, but had done more homework.<\/p>\n<p>This was apparently fed by my entire multimedia output\u2014<a href=\"https:\/\/www.routledge.com\/Media-Management-and-Artificial-Intelligence-Understanding-Media-Business\/Connock\/p\/book\/9781032100944\" rel=\"nofollow noopener\" target=\"_blank\">books<\/a>, <a href=\"https:\/\/vimeo.com\/1001531115\/0dfdfd1065\" rel=\"nofollow noopener\" target=\"_blank\">speeches<\/a>, <a href=\"https:\/\/ora.ox.ac.uk\/objects\/uuid:1730fd21-a2d1-4eef-824b-412dfd67c004\" rel=\"nofollow noopener\" target=\"_blank\">articles<\/a>, <a href=\"https:\/\/ora.ox.ac.uk\/objects\/uuid:1730fd21-a2d1-4eef-824b-412dfd67c004\" rel=\"nofollow noopener\" target=\"_blank\">press interviews<\/a>, even university lectures I had no idea had even been recorded, let alone used to train GPT-4 or GPT-5. <\/p>\n<p>The course was a great learning experience, even though I supposedly knew it all already. So in the inevitable student survey, I gave the agentic version of me well-deserved, five-star feedback.<\/p>\n<p>For instance, in a section discussing the ethics of <a href=\"https:\/\/en.wikipedia.org\/wiki\/Non-player_character\" rel=\"nofollow noopener\" target=\"_blank\">non-player characters (NPCs)<\/a> in computer games, it asked:<\/p>\n<p>If NPCs are generated by AI, who decides their personalities, backgrounds, or morals? Could this lead to bias or stereotyping?<\/p>\n<p>And:<\/p>\n<p>If an AI NPC can learn and adapt, does it blur the line between character and &#8220;entity&#8221; [independent actor]?<\/p>\n<p>These are great, philosophical questions, which will probably come to the fore when and if <a href=\"https:\/\/www.gamespot.com\/articles\/gta-6-boss-talks-possibility-of-another-delay-and-teases-multiple-other-rockstar-games\/1100-6533875\/\" rel=\"nofollow noopener\" target=\"_blank\">Grand Theft Auto 6<\/a> comes out next May. I\u2019m psyched that the agentic me came up with them, even if the real me didn\u2019t.<\/p>\n<p>Agentic me also built on what real me does know. In film, it knew about bog-standard <a href=\"https:\/\/www.adobe.com\/uk\/products\/aftereffects.html\" rel=\"nofollow noopener\" target=\"_blank\">Adobe After Effects<\/a>, which I had covered (it\u2019s used for creating motion graphics and visual effects). But it added <a href=\"https:\/\/www.foundry.com\/products\/nuke-family\/nuke\" rel=\"nofollow noopener\" target=\"_blank\">Nuke<\/a>, a professional tool used to combine and manipulate visual effects in The Avengers, which (I\u2019m embarrassed to say) I had never heard of.<\/p>\n<p>The Course Reading List<\/p>\n<p>So, where did the agent\u2019s knowledge of me come from? My publisher Routledge did a <a href=\"https:\/\/www.thebookseller.com\/news\/taylor-francis-set-to-make-58m-from-ai-in-2024-as-it-reveals-second-partnership\" rel=\"nofollow noopener\" target=\"_blank\">training data deal<\/a> with Open AI, which I guess could cover my books on media, AI, and live experience.<\/p>\n<p><a href=\"https:\/\/www.thebookseller.com\/news\/academic-authors-shocked-after-taylor--francis-sells-access-to-their-research-to-microsoft-ai\" rel=\"nofollow noopener\" target=\"_blank\">Unlike some authors<\/a>, I\u2019m up for that. My books guide people through an amazing and fast-moving subject, and I want them in the global conversation, in every format and territory possible (Turkish <a href=\"https:\/\/www.aa.com.tr\/tr\/aa-yayinlari\/medya-yonetimi-ve-yapay-zeka\/3576229\" rel=\"nofollow noopener\" target=\"_blank\">already out<\/a>, Korean this month).<\/p>\n<p>That availability has to extend to what is now potentially the most discoverable \u201clanguage\u201d of all, the one spoken by AI models. The priority for any writer who agrees with this should be AI optimization: <a href=\"https:\/\/en.wikipedia.org\/wiki\/Artificial_intelligence_optimization\" rel=\"nofollow noopener\" target=\"_blank\">making their work<\/a> easy for LLMs to find, process, and use\u2014much like search engine optimization, but for AI.<\/p>\n<p>To build on this, I further tested my idea by getting an agent powered by China\u2019s <a href=\"https:\/\/www.deepseek.com\/en\" rel=\"nofollow noopener\" target=\"_blank\">DeepSeek<\/a> to run a course on my materials. When I found myself less visible in its <a href=\"https:\/\/towardsdatascience.com\/exploring-deepseeks-r1-training-process-5036c42deeb1\/\" rel=\"nofollow noopener\" target=\"_blank\">training corpus<\/a>, it was hard not to take offense. There is no greater diss in the age of AI than a leading LLM deeming your book about AI irrelevant.<\/p>\n<p>When I experimented with other AIs, they had issues getting their facts straight, which is very 2024. From Google\u2019s <a href=\"https:\/\/deepmind.google\/models\/gemini\/pro\/\" rel=\"nofollow noopener\" target=\"_blank\">Gemini 2.5 Pro<\/a>, I learned hallucinatory biographical details about myself like a role running media company The Runaway Collective.<\/p>\n<p>When I asked Elon Musk\u2019s <a href=\"https:\/\/grok.com\" rel=\"nofollow noopener\" target=\"_blank\">Grok<\/a> what my best quote was, it said: \u201cWhatever your question, the answer is AI.\u201d That\u2019s a great line, but Google DeepMind\u2019s Nobel-winning Demis Hassabis <a href=\"https:\/\/youtu.be\/AU6HuhrC65k\" rel=\"nofollow noopener\" target=\"_blank\">said it<\/a>, not me.<\/p>\n<p>Where We\u2019re Heading<\/p>\n<p>This whole, self-absorbed summer diversion was clearly absurd, though not entirely. Agentic self-learning projects are quite possibly what university teaching actually needs: Interactive, analytical, insightful, and personalized. And there is some emerging research around the value. <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2666920X23000784#:%7E:text=Further%2C%20as%20reviewed%20by%20Chang,the%20determinants%20of%20its%20effectiveness.\" rel=\"nofollow noopener\" target=\"_blank\">This German-led study<\/a> found that AI-generated feedback helped to motivate secondary school students and benefited their exam revision.<\/p>\n<p>It won\u2019t be long before we start to see this kind of real-time AI layer formally incorporated into school and university teaching. Anyone lecturing undergraduates will know that AI is already there. Students use AI transcription to take notes. Lecture content is ripped in seconds from these transcriptions and will have trained a dozen LLMs within the year. To assist with writing essays, ChatGPT, Claude, Gemini, and DeepSeek\/Qwen are the sine qua non of Gen Z projects.<\/p>\n<p>But here\u2019s the kicker. As AI becomes ever more central to education, the human teacher becomes more important, not less. They will guide the learning experience, bringing published works to the conceptual framework of a course and driving in-person student engagement and encouragement. They can extend their value as personal AI tutors\u2014via <a href=\"https:\/\/singularityhub.com\/2025\/07\/29\/ai-agents-are-here-heres-what-to-know-about-what-they-can-do-and-how-they-can-go-wrong\/\" rel=\"nofollow noopener\" target=\"_blank\">agents<\/a>\u2014for each student, based on individual learning needs.<\/p>\n<p>Where do younger teachers fit in, who don\u2019t have a back catalog to train LLMs? Well, the younger the teacher, the more AI-native they are likely to be. They can use AI to flesh out their own conceptual vision for a course by widening the research beyond their own work, by prompting the agent on what should be included.<\/p>\n<p>In AI, two alternate positions are often simultaneously true. AI is both <a href=\"https:\/\/pi.ai\/talk\" rel=\"nofollow noopener\" target=\"_blank\">emotionally intelligent<\/a> and <a href=\"https:\/\/www.psychologytoday.com\/gb\/blog\/the-digital-self\/202410\/is-empathy-the-missing-link-in-ais-cognitive-function\" rel=\"nofollow noopener\" target=\"_blank\">tone deaf<\/a>. It is both a <a href=\"https:\/\/www.turing.ac.uk\/events\/dangers-stochastic-parrots\" rel=\"nofollow noopener\" target=\"_blank\">glorified text predictor<\/a> and a <a href=\"https:\/\/www.adobe.com\/uk\/creativecloud\/roc\/business\/teams\/resources\/events-webinars\/ai-as-your-marketing-creative-partner.html\" rel=\"nofollow noopener\" target=\"_blank\">highly creative partner<\/a>. It is <a href=\"https:\/\/www.forbes.com\/sites\/jackkelly\/2023\/03\/31\/goldman-sachs-predicts-300-million-jobs-will-be-lost-or-degraded-by-artificial-intelligence\/\" rel=\"nofollow noopener\" target=\"_blank\">costing jobs<\/a>, yet <a href=\"https:\/\/edisonandblack.com\/pages\/over-97-million-jobs-set-to-be-created-by-ai.html\" rel=\"nofollow noopener\" target=\"_blank\">creating them<\/a>. It is <a href=\"https:\/\/www.theguardian.com\/books\/2023\/jun\/19\/the-big-idea-will-ai-make-us-stupid\" rel=\"nofollow noopener\" target=\"_blank\">dumbing us down<\/a>, but also powering us up.<\/p>\n<p>So too in teaching. AI threatens the learning space, yet can liberate powerful interaction. A <a href=\"https:\/\/slejournal.springeropen.com\/articles\/10.1186\/s40561-024-00316-7\" rel=\"nofollow noopener\" target=\"_blank\">prevailing wisdom<\/a> is that it will make students dumber. But perhaps AI could actually be unlocking for students the next level of personalisation, challenge and motivation.<\/p>\n<p>This article is republished from <a href=\"https:\/\/theconversation.com\" rel=\"nofollow noopener\" target=\"_blank\">The Conversation<\/a> under a Creative Commons license. Read the <a href=\"https:\/\/theconversation.com\/i-got-an-ai-to-impersonate-me-and-teach-me-my-own-course-heres-what-i-learned-about-the-future-of-education-262734\" rel=\"nofollow noopener\" target=\"_blank\">original article<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"Imagine you had an unlimited budget for individual tutors offering hyper-personalized courses that maximized learners\u2019 productivity and skills&hellip;\n","protected":false},"author":2,"featured_media":13753,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[345,343,344,85,46,125],"class_list":["post-13752","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence","tag-ai","tag-artificial-intelligence","tag-artificialintelligence","tag-il","tag-israel","tag-technology"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/posts\/13752","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/comments?post=13752"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/posts\/13752\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/media\/13753"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/media?parent=13752"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/categories?post=13752"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/il\/wp-json\/wp\/v2\/tags?post=13752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}