My daughter (11) is doing a week long Python class, which is not using LLMs.

It got me thinking about how I learned to program in the pre-internet days (laboriously, from books), and then what a marvel it was when you could just search for information, especially for troubleshooting. But for her, the first answer in the Google search is going to be the AI summary, and most of her search tools are going to be AI tools.

I wonder if it would be possible to make an LLM that has a didactic/socratic mode. So if you said, "help me write a program to do madlibs" maybe it would give you a skeleton of a function, then prompt you to come to with a plan, then critique that plan. Or if you said, "I'm getting this error", it wouldn't just fix it, it would explain what the error means and nudge you towards the answer.

Thinking in a larger sense, it could have a rubric of important concepts, even tiers of understanding. It could be using the interactions to track the user's understanding, which could let it then tune how it answers future questions, or even be used to customize assignments.

I recognize that this is potentially replacing a teacher with a machine, which wouldn't be my goal. Good teachers are more holistic in their teaching than a machine is ever likely to be. But for people who don't have access to good teachers, or need more directed support than is available from a teacher, or just want to self study, it seems like it could be a valuable addition.

Until they solve the obsequiousness problem, it would be vulnerable to prompt hacking, so really more of a tool for someone who recognizes the value of learning over just being given the answer.

What do folks think about using such a tool? What would you want it to do, or not do?

Aside: I forgot until I reached the end of this post, but this is also (somewhat) the plot of The Diamond Age, or A Young Lady's Illustrates Primer by Neal Stephenson.

I've been considering going back to school and taking some courses that are available to me. With the associates that I already have, I was weighing the options that I have available to me. Computer Science is a classic and could probably get me very far with the "need a piece of paper" folks, but it's more software development than I have a passion for, compared to my troubleshooting, find a problem, solve a problem desires. Cybersecurity is probably going to be more dependent on certs than anything I can learn in a class, especially if it's ever evolving and a degree can be outmoded very quickly. Computer Information Systems sort of has my attention because it seems like an IT based degree with elements of a business setup and not as laser focused on coding. With the courses that I currently have under my belt, it would be more for CIS than it would be for CS, but more CLEP and ACE options so it about evens out.

Does Computer Information Systems hold any water in any of your opinions to what Computer Science has to offer? Or is it somewhat arbitrary anyway?

I've recently started taking some IT and programming classes at a local college because I've always been interested in IT as a career but I've never had any sort of professional experience in the field. Are there any skills that I need to definitely know, or any sort of certifications that I can get in order to get my foot in the door and start applying for IT focused jobs?