I have never claimed it to be good enough to replace a qualified educator, however for self learning it is a good tool with no hustle. You also consider how qualified some educators are...

It's far superior in many cases. Teachers get tired, lose patience, etc.

Better then what for self-learning though? Better then textbooks? Better then an online course? Better then watching youtube videos from Khan academy, or just better then nothing at all as described some metrics which the AI companies came up with them selves?

I suspect it is the last one. This is a trillion dollar industry and if the AI companies claim this, then they should be able to to show it with quality research, they however have not, and the reason is that this is a lie. AI is not better then anything for self-learning. Go to the library and check out a chess book, go to r/trumpet, join a weekly meetup to practice you Spanish, etc. etc. all of these are vastly superior then AI.

You claim self-learning via is hustle free, perhaps you are right, however I suspect that there is no such thing as hustle free learning. If you want to learn something you have to use your brain, and you have to struggle. AI will just act like you got this, flatter you for a minute, and in the worst cases, you may start to believe the AI when it lies to you about how much you’ve learned.

I agree with the last part, however I disagree with the others. To learn something you can't just watch or just read, I personally try to do both, first watch to get a basic grasp, then read to get some of the finer details. It stimulates a bigger area of my brain and lets me remember it faster. AI comes in as a helper to this cycle, creating me a study plan letting me know what to focus on, finding me videos on the topic and sorting them on their success rates based on their comments and finding sources. It lets me ask it questions about parts i find difficult or don't comprehend fully. To go beyond it can create an hour long audio discussion about the topic, create flash cards for me to import to Anki, it can create video summaries for me, it can transcribe the videos and let me know which time mark is a topic i want to focus on is at. These are not lies these are self experience. I am a student too, you know.

How exactly is AI better at coming up with a study plan then you? How exactly does AI provide a better structure then your textbook? Better at finding resources then your friends, studdy-buddies, random strangers on reddit, etc.

That last part I actually know from experience. A couple of months ago I tried to use Qwen AI to help me study Japanese for exactly one week, my prompt specifically asked to link to sources with every grammar explanation. I know very well how to find grammar explanations using traditional search engines, it is rather easy actually. However Qwen AI would hallucinate non-existing links 3 times out of every 4. After 2 days I removed it from the prompt it was so useless, and it still kept hallucinating links to non-existing resources.

If you want to go beyond and read outside the material using a library or a search engine is much much much better for your learning. If you want to have a discussion, try web forums, discord servers, join a group class, hire an tutor on e.g. italki etc. etc. Pick anything at random which we have been doing for decades and is a proven solution, it will be better for your learning than using AI.

It lets me focus on learning rather than preparing to learn which takes motivation away from actual learning for me personally. For the second part I really personally think that is a big case of AI misuse, ever since I have hooked up MCP servers and let AI do web searches and even just letting Claude use Chrome it has never hallucinated a single link ever. The specific AI model you use and your enviroinment changes a lot. You cannot expect much from a 4b model compared to a 31b model (though we are getting better at that with time). I personally used Googlr Gemini for some of my exam subjects and easily passed with high marks, did not have any of the said issues. You may want to check out NotebookLM too.

For myself though, I have found a friend who will be helping me learn a new language this summer. I will of course use his help and sources and AI to supplement my learning. I don't just tell AI to teach stuff I use it as intended, as a tool.

>Better then textbooks? Better then an online course? Better then watching youtube videos from Khan academy, or just better then nothing at all as described some metrics which the AI companies came up with them selves?

The value of all of these self-learning routes has increased enormously due to existence of AI assistants. At least the way I do it now, I get the initial structure for a subject from YouTube/Udemy/textbooks and then fill out my personal comprehension gaps with the help of AI. You can even point AI to a specific material you're trying to grasp and usually it will rephrase a point you failed to get in a simpler language.

Previously, you'd need some trained person to explain to you something that led you to hit a roadblock. Now, the level of understanding you get easily beats most of the tutors in public schools or community colleges.

> The value of all of these self-learning routes has increased enormously due to existence of AI assistants.

This is a lie and most of us know it. AI companies have been lying and lying and lying and lying. If you believe this then the AI companies have successfully lied to you and are making you pay money for an inferior product. If this weren’t a lie then the AI companies should have the research to prove it, they have not, because it is not true. AI does not help anybody learn anything better then using traditional methods.

So my personal experience apparently is a folly that requires some bureaucratically approved scientific study to validate?

Yes, it is well known that people trying to sell you stuff lie about your experience with the product. A good salesmen will make you extremely happy to pay 10x more for a worse product. In fact a good salesman will convince you those bugs are actually feature, and you should be happy to pay 10x for so many “features”.

What exactly am I selling here?