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LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences

learnvector.ai

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Re: LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences

#62

Somebody here posted about a Socratic method skill for Claude (or whatever your LLM of choice is). I’ve found this to be fantastic. Dropped in a dense PDF about Linear Algebra, Postgres (those are the two I’ve gotten into so far). It’s basically just a skill.md that reads, “Here’s a document, give me an opening statement about the material and ask me a question. As I provide answers, guide me to simpler or more compl…

https://github.com/bevibing/socrates-skill

I recently used this to prep for interviews - I got the job :)

Re: LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences

#65
post #18

Earlier quoted context omitted.

I don’t understand what you mean by “we don’t know”? Are you saying tech entrepreneurs don’t know education? I agree with that. Or are you saying we don’t know what problem to solve?

My interpretation of “we don’t know” is that the space of possible instruction methods is huge, and we don’t know what works best. It is easy to think of it as a kind of optimization problem, but that line of thinking quickly runs into a bunch of practical obstacles: different people learn differently, studies with good experimental design take time and resources so it is slow to iterate, and good teaching seems to r…

It's also quite possible that the method that works best for one person is completely horrible for another person, but that's just me guessing

Re: LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences

#67

> 01 Plans a path with you > 02 Adapts to how you learn > 03 Patiently stays with you until you've mastered new skills 1 and 2 any of the big AI companies will do that for you. I have Claude doing this for me for a few learning areas. 3 to me feels like the Duolingo bird. IMHO, they are trying to solve the wrong thing. People who want to learn will gravitate to learning systems. If you can find a way to pull in peopl…

What do you mean by “learning systems?”

I was referring to systems that are designed to teach people.

SCORM for example.

Re: LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences

#68
post #35

"Conventional wisdom says AI will replace people. I believe the opposite." So people will replace AI?

Roughtly, "AI will help people."

Here's I think how.

AI learns skills that people have, and replaces them.

vs.

AI helps people learn better and develop new skills faster.

Re: LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences

#70

> 01 Plans a path with you > 02 Adapts to how you learn > 03 Patiently stays with you until you've mastered new skills 1 and 2 any of the big AI companies will do that for you. I have Claude doing this for me for a few learning areas. 3 to me feels like the Duolingo bird. IMHO, they are trying to solve the wrong thing. People who want to learn will gravitate to learning systems. If you can find a way to pull in peopl…

Totally agree that the missing ingredient is making people want to learn. Which seems like something that gets harder every day.
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