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'm using the phrase 'internet discussion site' pretty informally, so I hope my meaning will become clearer as you continue reading.

I got rid of Snapchat around 4 years ago now. At some point in 2023 I noticed a sharp downtick in discussion quality on Twitter, and got rid of it as well. About two years ago, frustrated with the lack of human interaction and the vying for attention, I deleted Instagram. Near the end of 2025, I stopped using Discord. The final nail in the coffin has now arrived, since I'm unfortunately coming to the conclusion that Reddit is no longer worth visiting, leaving me almost entirely cordoned off from internet communication at a time when more humans are using it than ever before.
I won't bother repeating my personal reasons for this exodus since I feel confident that most people on this website have feelings on the matter that at least approximate my own.
Realistically this is a sign that it's time to prioritize interaction in the real world, and that's certainly a worthwhile thing to pursue. But bluntly society has restructured around the internet in a pretty substantial way, and I don't think it's an unreasonable ask to find various forms of forums on which more meaningful discussions can take place.
Here is my personal survey of the current landscape:

• tildes.net: Basically good. I really enjoy this website and I think in a lot of ways the 'bar/pub/cafe' model for a forum, where you can peer through the window but require permission to gain admission, is the only viable model for future online discussion places as the internet becomes ever more saturated with bots and bad actors.
• lobste.rs: Also basically good, for the same reasons as tildes. In some aspects, limited by the fact that it has a particular focus. In other ways, that's a really good thing. Maybe in a perfect world there would be a lobste.rs equivalent for every hobby, and we would return to an early internet forum world.
• Hacker News: Also basically good but perhaps a bit less so than the above two. I think most of the things posted on there are interesting, but a lot of the discussion has lately felt less insightful than it used to. I think a different tildes post noted this as well, but it's very caught up in the AI news cycle, often to an unfortunate degree.
• Rateyourmusic: The core site is enjoyable, and the forums are usually fun to check in on every now and then. Certainly a worthwhile place to visit if you enjoy music.
• Stackexchange networks: This is cheating since this is obviously many sites. I'm a mathematics student and I've found MSE and MathOverflow to be really wonderful places to learn and converse, albeit with some very arcane and strict rules for posting. The philosophy SE seems also generally of a high quality, and there are many other SE sites that I occasionally stumble into and am pleasantly surprised by. Unfortunately I expect its time is finite, since the UX has slowly but surely been degrading and the site traffic dropping.
• Fediverse networks: These sites clearly have potential, but for whatever reason it's still just not there. I drop into lemmy and Mastodon occasionally, but the posts are rarely of high quality. In many ways they just feel like "Reddit/Twitter but with a different name".

Surely these can't be all, right? It's a little soul-crushing to think how many people are online at any given time and how hard it is to find a place not drowning in noise. Maybe this is just my lament.

There's something small that you've been meaning to do but, for whatever reason, you haven't done it. Rather than just forgetting about it, however, your brain has decided to make it take up a minor amount of space in your awareness -- not enough to make it an immediate concern or something you plan to act on, but still just enough to be annoying.

Well, this is your call to address the issue head on! Pull that mental splinter out and get rid of it for good!

Maybe you need to...

• change an air filter
• tighten your showerhead
• go through that stack of mail
• box up a return
• put more air in your bike tires
• rearrange a bookshelf
• throw out some expired cans
• vacuum behind the couch
• clean the dust out of your computer fan
• etc.

Whatever it is, this topic is your call to GO DO THE THING.

And then, come back here and tell us what you did.

One minor annoyance solved for only one person? Not a big deal.

LOTS of minor annoyances solved for LOTS of different people? GIGANTIC DEAL!

This topic is our space to communally revel in the glorious shared feeling of being slightly more annoyance-free, together.

IMPORTANT: Clearing up multiple annoyances is explicitly allowed!