Imagine that you just had a vast budget for individual tutors who offer hyper -personalized courses Productivity of the learners and skills development. This summer I even have this concept preview – with a ridiculous and solipsist test.
I asked an AI tutor agent to play the role of me, one Oxford lecturer for media and AIAnd teach me a private master course that is predicated exclusively by myself work.
I arrange the agent via an off-the-shelf chatt tool Fog one Platform, with a request for research on me and in identity, then based personalized material based on what I already think. I didn't say that Large language model (LLM) What to read or do something else to enhance your skills, e.g. B. Giving access To learning materials that will not be publicly available online.
The agent's course within the media and AI was well structured-a temporary, original six-module trip to my very own collected works That I had never developed, but admit, I’d have liked to have it.
It was interactive and fast and called for mental sharpness through regular switches in formats. It was intellectually difficult how good Oxford tutorials needs to be. The agent taught strictly and gave immediate answers to all the things I asked. It had a powerful understanding of the rapidly developing landscape of AI and the media through the identical lens as I did, but had done more homework.
This was apparently fed by my entire multimedia edition – BooksPresent TalkPresent ArticlePresent Press interviewsEven university lectures that I didn’t have was not recorded, let alone used to coach GPT-4 or GPT-5.
The course was an ideal learning experience, although I supposedly already knew all the things. In the inevitable student survey, I gave the agent version of me well -deserved feedback with five stars.
For example in a bit that discusses the ethics of Non -playing characters (NPCs) In computer games it asked:
If NPCs are generated by AI, who will resolve your personalities, backgrounds or morals? Could this result in prejudices or stereotypes?
And:
If an AI NPC can learn and adapt, does it blur the limit between character and “entity” (independent actor)?
These are great, philosophical questions which might be probably within the foreground when and whether Grand Theft Auto 6 Will come out next May. I’m excited that the agent got here up with me, even when I don't.
Agentic also on what real I do know. In the film it knew about moor standard Adobe after effectsWhat I had covered (it’s used to create movement graphics and visual effects). But it added NukeKnowledgeable tool that mixes and manipulated visual effects in Avengers, which I had never heard of.
The course list list
Where did the agent's knowledge come from? My publisher Routledge did A Training data contract With Open Ai, what I feel I could cover my books on media, AI and live experience.
In contrast to some authorsI’m ready for it. My books lead people through an astonishing and quickly moving topic, and I would like them in global conversation in every format and territory (Turkish already outKorean this month).
This availability should be prolonged to what’s potentially probably the most found “language” of everyone today, through which “language” spoken by AI models is expanded. The priority for each author who agrees with this needs to be the AI optimization: do their work Easy to search out, process and use llms – much like SEO, but for AI.
To construct on it, I continued to check my idea by operating an agent of China Deep search Perform a course on my materials. When I used to be less visible Training bodyIt was difficult to not insult yourself. There is not any larger Diss within the age of AI as a number one LLM who keeps your book about AI irrelevant.
Vasilyev Alexandr
When I experimented with other AIS, they’d problems making their facts clear, which may be very in 2024. From Google's from Google Gemini 2.5 Pro I even have learned hallucinatory biographical details about myself, like a task that the media company The Runaway Collective heads.
When I asked Elon Musks Pitch What my best quote was, it said: “Whatever your query is, the reply is AI.” This is an ideal line, but Google Deepminds with the noble Demis Hassabis said itNot me.
Where we go
This whole, self -sufficient summer di version was clearly absurd, if not quite. Agent self -learning projects could also be what university lessons really want: interactive, analytical, revealing and personalized. And there are some emerging research for the worth. This study conducted by Germany It found that AI-generated tuition fees contributed to motivating the secondary school students and benefiting their exam revision.
It won’t be long before now we have formally included such a real-time AI layer into school and university lessons. Anyone who teaches courses will know that Ai is already there. The students use AI transcription to take notes. The lecture content is torn from these transcriptions in seconds and have trained a dozen LLMs throughout the yr. In order to assist with writing essays, Chatgpt, Claude, Gemini and Deep Seek/Qwen are those of Gen Z projects.

Metamorworks
But here is the kicker. If AI becomes increasingly central to education, the human teacher becomes more essential, not less. You will guide the educational experience, bring published works to the conceptual framework of a course and drive the committed commitment and encouragement of scholars. You can expand your value as personal AI tutors – via agents – for every student based on individual learning needs.
Where do younger teachers fit who don’t have any back catalog to coach LLMs? The younger the teacher, the stronger you can be likely. You can use AI to coach your personal conceptual vision for a course by increasing research beyond your personal work by prompting the agents to do what needs to be included.
In AI, two alternative positions are sometimes true at the identical time. AI is each emotionally intelligent And Tauben deaf. It is each a Glorified textor and a Highly creative partner. It is Jobs coststill Create. It is silly us downbut in addition activate us.
So also at school. AI threatens the educational room and might still free a powerful interaction. A prevailing wisdom is that the scholars will make it more silly. But perhaps AI could unlock the subsequent level of personalization, challenge and motivation for college kids.

