I don't question that LLMs are useful for answering questions about codebases, but this is closer to "turn a codebase into a curriculum", and... does that actually work?
1,460 karma · joined March 21, 2026
I don't question that LLMs are useful for answering questions about codebases, but this is closer to "turn a codebase into a curriculum", and... does that actually work?
I'm not that old, but every time I upgrade my PC or phone, some of my workflows break and I need to pointlessly re-learn things I'd rather not re-learn. UI buttons get moved around, icons change, some settings are removed and others are added... this was exciting the first ten or twenty times, but it's just tiring now.
Basically, I'm at this stage in life where my reaction to systemd wasn't "oh wow, this is progress" but "ugh, I need to learn how to start, stop, or modify services again". In another ten years, I'll probably just say "no, I'm not doing this again, just let me use my old computer for as long as possible".
Spending and getting into debt are useful tools. But I don't have any friends in tech who need to be told "hey dude, you should be spending more". I have quite a few friends who would be better off spending less.
The whole point of having a civilization is that most things in life can be made someone else's problem and you can focus on doing one thing well. If I'm a dentist or if I run a muffler shop, there are only so many hours in a day, so I'd probably rather pay a SaaS vendor than learn vibecoding and then be stuck supervising a weird, high-maintenance underling that may or may not build me the app with the features I need (and that I might not be able to articulate clearly). There are exceptions, but they're just that, exceptions. If a vendor is reasonable and makes a competent product, I'll gladly pay.
The same goes for open source... even if an LLM could reliably create a brand new operating system from scratch, would I really want it to? I don't want to maintain an OS. I don't want to be in charge of someone who maintains an OS. I don't necessarily trust myself to have a coherent vision for an OS in the first place!
Oh! Do the vendors offer trainings to make sure the users understand how LLMs work? If not, surely, the LLM itself is trained to know its limitations and politely decline in situations like that?...
The #1 use case for this tech is "here's a problem I don't feel like solving, let's have a computer do magic". It's how it's advertised on TV, it's how it promoted in the software I already use. Food preparation? Travel planning? Shopping? Tutoring your children? You can do anything now!
I just talked to a realtor who will make a killing on a real estate transaction. Instead of offering human insights, they sent me "AI reviews" of several properties. The AI has never been to any of these properties and has no idea how they actually look like. But I guess it's how we operate now as a society.
If you go to eBay, every other listing description for used items is AI-generated. This is an official platform feature for sellers. The AI doesn't know the condition of the item or what's included or missing. Doesn't matter, it's magic. It's AGI, it will figure it out.
Most of the uses of AI I encounter as a consumer are like that, and the companies selling this tech are 100% complicit.
So why chase this negligible revenue?
There's plenty, but they don't have enough material to post once a week. And if you don't post once a week, you don't end up on HN once a month. As simple as that. Looking at the blogs that show up on HN regularly, the usual hit rate is 10-25%.
Which is to say, it's easy to scapegoat this guy, but I think his approach is not any different from other "opinion piece" bloggers that we all tend to reshare.
The cops say "someone committed a crime in this area, we need to find the perp". They can pretty much say this for any part of the town at any given time. A judge signs off on the warrant, because why wouldn't they? You don't get to challenge anything: no one is going to tell you "hey, your phone was in that area, come to the courthouse and make your case if you think the police shouldn't be given that info".
Glyphosate is probably the safest of the things people spray their lawns with. I don't think we should - the worst you get on a typical suburban lawn if you mow but don't spray are dandelions and clover - but it's probably not giving you cancer. As for food... again, there are far worse, more persistent pesticides that escape this kind of scrutiny.
That's not the definition they have been using. The definition was "$100B in profits". That's less than the net income of Microsoft. It would be an interesting milestone, but certainly not "most of the jobs in an economy".
It is definitely AI-written, far beyond "AI assisted". This is a shower thought turned into a needlessly long machine-generated essay that doesn't say anything a chatbot wouldn't say if you said "hey ChatGPT, write me a thought-provoking essay on <x> for HN".
I made a comment about it, along with several other folks, but the thing is... we get these AI-written "AI is bad" / "AI is great" articles multiple times a day. Debating them doesn't scale, but neither does complaining about them, and especially not complaining in a thoughtful way. Most people on HN are content to argue with a machine.
So, how does a Z80 webserver differ from a PCB made out of clay? Why does this particular project need to have the right kind of ideology underpinning it before we can enjoy it?
If we're uncomfortable or "have questions" because someone brings up feminism as a justification for their geeky hobby... that's on us.
It sucks for passionate hobbyists, but photography is first and foremost an industry.
If the author sincerely believes the thesis that AI makes you vulnerable / dumb, they are either incredibly hypocritical. But more likely, they're just cynical and trying to get traffic to their website. And you're not getting back the time you spent reading this and arguing with it.
I stopped using Flickr around the time they started flirting with bait-and-switch strategies - "we'll hide / delete your old photos unless you pay" - so maybe things have gotten better... although I see that artificially-looking landscapes still dominate their "trending" page (https://www.flickr.com/photos/tags).
Anyway, my general takeaway is that things are more interesting on photo sites where engagement isn't driven primarily by a global popularity ranking. You just come across thought-provoking work more often.
Because this is not a serious effort to address a serious risk. It's a PR stunt, the bounty is for a simple jailbreak and not a bioweapon, and they don't necessarily want to spend a lot of money or get people really invested in breaking their safety filters.
1) Underscores to the general public that the models are amazingly powerful and if you're not using them, your competitors will out-innovate you,
2) Sends the message to regulators that they don't need to do anything because the companies are diligent to prevent harm,
3) Sends the message to regulators that they sure should be regulating "open-source" models, because these hippies are not doing rigorous safety testing.
Both Anthropic and OpenAI have been playing that game for years.
It can be used as protective varnish, but that would be a very thin layer, probably 0.1 mm or something like that.
So I guess my question for the author is what they're trying to achieve in this essay. Some of the big players in tech may have beliefs that align with some of the tenets of fascism. But the label is so well-worn that it's meaningless. Buying books on Amazon is fascism, writing on Medium or Substack is fascism, having pets is fascism, etc. So, this day and age, not much is accomplished by uttering the word.
With this in mind, what's the prescription the author actually has to offer? That's where it really gets dicey, because the only takeaway from this writing seems to be "geez, someone ought to set some datacenters on fire".
And today, if you want to learn something the right way, you probably still should buy a book (or, I guess, pirate an ebook). I don't think you can really learn much from YouTube influencers and the like.
Even if some of the outcomes seem reprehensible, it's not really evil because we're good people. We do it in a responsible and caring way. We're truly sorry that your grandma is now hooked up on endless AI-generated slop, but shouldn't the media be talking about all the other grandmas whose lives are enriched by our AI? We have strict safety rules for the types of cryptocurrency ads that can target the elderly, too.
Having said that, I think the complaints about book prices are mostly an excuse for preferring to spend time on social media or download pirated books for free.
Leaving aside the question of whether they're priced "correctly", books are cheaper than a Doordash meal or a computer game we buy and never finish. Would the average person really read more books if they were $4.99 instead of $29.95?