"Until you dive deeper and discover that most of what the AI agents provided you was completely wrong..."

Oddly enough, I don't think that actually matters too much to the dedicated autodidact.

Learning well is about consulting multiple sources and using them to build up your own robust mental model of the truth of how something works.

If you can really find the single perfect source of 100% correct information then great, I guess... but that's never been my experience. Every source of information has its flaws. You need to build your own mental model with a skeptical eye from as many sources as possible.

As such, even if AI makes mistakes it can still accelerate your learning, provided you know how to learn and know how to use tips from AI as part of your overall process.

Having an unreliable teacher in the mix may even be beneficial, because it enforces the need for applying critical thinking to what you are learning.

> > "Until you dive deeper and discover that most of what the AI agents provided you was completely wrong..."

> Oddly enough, I don't think that actually matters too much to the dedicated autodidact.

I think it does matter, but the problem is vastly overstated. One person points out that AIs aren’t 100% reliable. Then the next person exaggerates that a little and says that AIs often get things wrong. Then the next person exaggerates that a little and says that AIs very often get things wrong. And so on.

Before you know it, you’ve got a group of anti-AI people utterly convinced that AI is totally unreliable and you can’t trust it at all. Not because they have a clear view of the problem, but because they are caught in this purity spiral where any criticism gets amplified every time it’s repeated.

Go and talk to a chatbot about beginner-level, mainstream stuff. They are very good at explaining things reliably. Can you catch them out with trick questions? Sure. Can you get incorrect information when you hit the edges of their knowledge? Sure. But for explaining the basics of a huge range of subjects, they are great. “Most of what they told you was completely wrong” is not something a typical beginner learning a typical subject would encounter. It’s a wild caricature of AI that people focused on the negatives have blown out of all proportion.