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 was musing about this recently with the recent models becoming more capable. The core of gen AI is the model, which is trained on a massive dataset. To date, gen AI has improved because the models have become larger, more efficient, the data they are trained on has become better and the software/harnesses around them has improved to help query them.

As I see it, surely the bottleneck will soon become the data they are trained on? If we imagine a scenario where a models could consume an infinite amount of training data, and there is no limit to the training time or quality. The sum of human skill/knowledge is the limiting factor. Gen AI should (in theory) never be able to out preform or push the boundary of the sum of humanity at time of training.

Or, counterpoint, is there enough randomness and speed to iterate that gen AI can actually step change and improve if training times/cost were less prohibitive? Most companies/models today will save good output and feed it back into the next iteration, but right now that's taking months. What if that took minutes?

What do you think?

Is gen AI going to take us to general intelligence?
Will gen AI get to a place where it's "intelligence" and reasoning is actually better than the sum of Humanity?

I have a friend that is lucky enough to have retired at 40. A year ago he was adamant he'd never work again, having been burnt out from his time at big tech. Back then he was also an absolute AI hater and wouldn't listen to anyone who claimed LLMs were useful for programming.

He finally tried LLMs when Claude Opus 4.6 released and immediately changed his mind in the face of the overwhelming evidence that LLMs can in fact program pretty well. And now with the release of Fable 5 he's giddily creating all sorts of things that would have taken far too long to make prior to AI-accelerated software development. He actually plans to try and found his own business now. He's a very smart guy, so I hope he can make something interesting that people want.

There are a lot of AI doomers and haters. In person I mostly see people doing the same thing they've always done, but now saving time on various tasks. But this is the first time I've seen someone go from grumpy and checked out to giddy and optimistic thanks to LLMs.

Now that we know everyone's favorites, I'd love to hear about games that are further down the list -- the ones that don't necessarily rise to the high heights of definitive favoritedom.

So, share your eleventh favorite game this time. You know, the one that doesn't quite make it into your top 10.

Feel free to share your top 10 if you like as well, but lead with your 11th, as those are the ones I'm interested in seeing highlighted.

This topic is for the Three Cheers for Tildes mobile app.

I'll summarize the major updates at the start of each similar topic, so people can read the updates and then hit Ignore if they don't care about more frequent updates and user feedback.

Recently:

[iOS] Version 1.6.1 (May 21, 2026): Improves on the Find in Comments feature. Fixes some UI bugs related to the Find Comment bar, and with potentially stale votes showing in the UI. Also adds the iPad pane toggle on iPadOS 18 and earlier, to bring the behavior closer to iPadOS 26, and fixes some iPad animation bugs.

[Android] Version 1.6.3 (May 20, 2026): Added "Find in comments" to "..." menu. Fixed first search position in comments. Fixed tapping links in collapsed details summary. Fixed stale vote rendering.

Version 1.6.0 (May 13, 2026):

• Added Find in comments
• Improved markdown tables rendering performance
• [Android] Fixed drafts not loading in some cases
• [iOS] Fixed keyboard bugs on iOS 26
• [iOS] Fixed iOS 12 support

On iOS, currently TestFlight only for the next week or so.

Following version 1.5's addition of searching for posts, Three Cheers 1.6 adds a bar to find text in comments. It changes the comment bar a bit which took some work, and it was pretty tricky handling the edge cases with highlighting the matched text. Might have some leftover bugs, or configurations I forgot to consider, so please report those here.

There was an Android bug with drafts not loading in some cases, reported last time. Should be fixed now.

Also I'm happy to report that I was able to fix some long-standing iOS bugs, some keyboard bugs specific to iOS 26 that have been reported on TestFlight intermittently for quite a while, and an iPad rare crash that likely went even further back. So this version should be pretty stable on iOS.

Previous topic: March 2026

Where to get it

Android version on Google Play Store: https://play.google.com/store/apps/details?id=com.talklittle.android.tildes

Or sideloadable APK at https://www.talklittle.com/three-cheers/

iOS version on the App Store: https://apps.apple.com/app/three-cheers-for-tildes/id6470950557

Join TestFlight for iOS beta testing: https://testflight.apple.com/join/mpVk1qIy

Something that generally works for most people, but you were an exception.

Something you were expecting to help, but it didn’t.

Something that promised a lot but failed to deliver.

Something that fell through.

Something you couldn’t get used to.

Could be an item, a piece of advice, a plan, a path, a relationship, etc.

Whatever it was, it didn’t work and that was significant.

What was it? Why do you think it didn’t work? How do you feel about it?

Server host: tildes.nore.gg (Running Java 26.1.2)
Verification site: https://tildes.nore.gg
BlueMap: https://tildes.nore.gg/map/
Patreon: https://www.patreon.com/TildesMC

The server operates on a soft whitelist. Anyone can log in and walk around, but you need a Tildes account to gain build access.

We recommend you install our mod web-chat so that you can chat while in your web browser. It turns the server into an old-school chat room.

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I'm running a nixos linux machine with Hyperland as my window manager and a few month back (likely after an update) I noticed that firefox started showing a emoji picker when I pressed ctrl+.. This was a bit annoying since the firefox extension for my password manager is activated by that key shortcut. I figured this was some update for firefox, but now that I dug into it to fix it it turns out that it is a gtk thing that apparently each app has to opt out of! I could disable it by flipping widget.gtk.native-emoji-dialog in about:config, but this seems like a really bad choice by gtk. Two gripes with this:

1. Them adding a global keyboard shortcut for all gtk apps that is ON by default (for a kind of niche usecase).
2. Overriding shortcuts on a desktop wide basis with no meaningful (afaict) way to disable it.

Anyone knows if this is intentional? Maybe it's already been reverted upstream and I just need to update... anyway end rant!

Have you watched any TV shows recently you want to discuss? Any shows you want to recommend or are hyped about? Feel free to discuss anything here.

Please just try to provide fair warning of spoilers if you can.

In a moment of distraction, I fell for a phishing phone call and compromised my Google account. It took me 13 minutes to realize how catastrophically stupid I am and begin frantically changing passwords. I've run the official Google "secure your account" process probably 10 times (though 9 of those times there was nothing to do). I've checked all my financial info, changed passwords on all sorts of things. As far as I can tell, other than gaining access to my Gmail, I don't think anything else was compromised.

How boned am I? I've got 2FA on basically anything remotely important, and I've had decent password hygiene (although I do use the Google password manager, so that's probably comprimised). Is there something else I should do or be on the lookout for?

This is a recurring post to discuss programming or other technical projects that we've been working on. Tell us about one of your recent projects, either at work or personal projects. What's interesting about it? Are you having trouble with anything?

Greetings everyone. I'm currently in the process of getting a Computer Science degree for two primary reasons. 1.) Because I want to get a stable development job where I'm currently employed, but most importantly to me 2) Because I want to make video games and have the educational credentials to confidently do so.

I know I know, you don't need a computer science degree to create video games, and my program doesn't even teach game development. So I have a long journey ahead learning game dev alongside my program in my own time. Also I have no intentions of working at an actual game company.

So my question today is,

What is a game that you are dying to play, that nobody has made yet?

I'm trying to get some inspiration. It's hard to think about something that truly doesn't exist, because there's so many amazing games already. I'm genuinely curious.

If you're struggling like I am, feel free to list a game that's been made exactly once but no ones been able to reproduce it's genius.

I'll start,

I am DYING to play a factory builder game, but with ARPG gameplay. So Factorio / Dyson Sphere Program meets Diablo 4 & Path Of Exile. I just think this would create such a dopamine addicting game that would be impossible to pull away from if done right. My idea would be to have the factory be the loot crafting mechanic for progressively better armos, while the ARPG is what you use to get the materials needed to craft truly insane gear. Idk, if done right I think this could have legs.

A few days ago, I posted this and quickly realized that the world of data backups is far richer than just sudo rsync -av --delete --exclude=Videos /home /home_bkup.

So now I'm window shopping the top Linux-supported backup solutions: borg, duplicacy, kopia, restic and--oh look--a core borg dev just dropped his own new-and-improved solution, vykar.

Restic was the first tool I started to research, and I thought I really liked it, got as far as installing, initializing a test repo, creating a couple of snapshots. But restic seems to be, hmm, fussy about the source and destination paths, absolute vs relative paths, etc.

The fact that merely renaming a parent directory (or grandparent, or great-grandparent, etc) causes restic to treat every unchanged byte below that as brand new ... that's a recipe for giant, bloated repos, and it's unacceptable to me ... and hey, lookit that, borg does not do that. So now, restic is out and borg is in.

But what other pros v cons are there, that I haven't even realized need to be considered? What advantages/disadvantages do other apps offer? Which ones can I easily automate with nightly/hourly cron jobs? Which ones have their own even-better automated solutions?

Do I even want encryption? All of my drives/volumes are LUKS encrypted, and anything I would store remotely would also get encrypted before it ever left my LAN ... plus, I'm just a bit nervous about having the backups encrypted, requiring working, functional software to restore/recover data from them....

That may not seem like such a big concern, perhaps, but I am currently working my way thru decrypting a bunch of 10-15 year old TrueCrypt-ed volumes, which requires using an old, outdated version of VeraCrypt and a somewhat "cross-my-fingers" effort to find KeePass repos old enough (also outdated, KeePass 1.0 repos) to still contain the various passwords I used to encrypt those ancient volumes ... but also still use new enough master passwords that I can still get the KeePass repos unlocked.

With rsync, I can literally just go into any backup, find the specific version of the specific file(s) I want to recover, and manually copy it back to my workspace. Is anything like that option available in any of these deduplicated/encrypted solutions, even if they're not encrypted? If (eg) a borg repo is created w/o encryption, the data is still all just borg-specific blobs, right? Or can I navigate into the repo and just manually grab files?

Oh yeah ... for reference, the past 10-ish years, my backup routine has been to create a new, dated, destination folder, starting with a full backup of my /home folder (excluding things like Videos, Music, VMs, other bulky stuff that gets backed up separately/differently), and then running nightly diff backups into the same folder, while also maintaining a "one-day-older" second backup of the whole thing on a 2nd HDD ... then, every 3-6 months, zipping up the current backup folder and starting a new one.

At any rate, there you go; that's the kind of stuff I'm thinking about now, as I overhaul my 20-year-old, 20TB (but could be 2TB) backup system.

Any and all feedback, recommendations, tips are welcome. Danke.