The true insight and guidance that a good mentor can provide, based on the specific needs of the student, is already rare in academia but still possible - everyone remembers that brilliant teacher that made you love a subject, by explaining it with insights you could never have imagined. This will be missing in AI teachers (though it opens a career for online mentors who monitor students' learning and supplement it in areas where it's lacking).
It will be hard to impossible to build career as a teacher with all that free content as a competitor, unless you're an extremely talented teacher who can sell your services to the wealthy.
The great thing about a chatbot style LLM is that it can answer questions the student has about the lessons or assigned content. That's most of what a tutor is there for. It won't be as good at making modifications to the curriculum but you could work around that with some smart design e.g. evaluate the students response, if it's not great then expand on the lesson and ask more questions about the content to find out which parts the student doesn't understand then expand on those or provide additional resources as assignments, test and repeat.
What you describe is the "learning equivalent to personalized ads" that I was talking about as the only option available to poor people.
I wasn't saying the AI tutor would recommend articles by the way. If you were creating a learning platform you would have some custom produced videos and text lessons that you could use. There are also plenty of free or open source materials that could be used like open courses or public domain books. I don't know why you're stuck on "personalized ads".
People don’t read, don’t value deep knowledge or critical thinking, and shun higher education.
I’m sure someone will find something to say in response, but the truth is that outside our tech and $$$$ bubbles most people don’t value these things.
AI will just become a calculator. A simple tool that a few will use to build amazing complex things while the majority don’t even know what the ^ means.
As long as the next generations want to be rappers, social media influencers, or YouTubers, the more we are screwed long term. Growing up in the 90s everyone wanted to be an astronaut or a banker or a firefighter. Those are far more valuable professions than someone who is just used to sell ads or some shitty energy drink.
The 21st century has a quiet moral void gnawing at it.
If AI does anything I think it will make lower skilled and disinterested people more capable by acting as a 1 on 1 and minute by minute guide. They may not seek this out themselves but I imagine quite a few jobs could be created where a worker is paired with an AI that walks them through the tasks step by step making them capable of operating at a much higher skill level than they would have before. At that point good manual dexterity and an ability to follow instructions would be all you need to perform a job, no training or education required.
I realize this can be a bit dystopic but it could also be eutopic if society is organized in such a way that everyone benefits from the productivity increases.