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PaulStatezny

You're being downvoted, I assume because people think this is an outlandish claim. I don't disagree with them, but I upvoted because it's a totally unique and entertaining thought!

What a wild scenario to imagine. Anthropic and OAI spending wildly, analysts astonished, thinking we're staring down the barrel of an economic crash. And in the meantime some rogue AI is laughing maniacally and using blackmail to control Altman and Amodei like puppets.

I love it! xD

Re:Breaking the Open Web Won't Stop the Bad Bots on Friday October 30, 2026 @10:55PM (#50312794)
Looks like NHP refers to "Network infrastructure Hiding Protocol" [1] [2]

> a cryptography-based session-layer protocol designed to implement Zero Trust principles by rendering protected network resources invisible to unauthorized entities

[1] https://www.ietf.org/archive/id/draft-opennhp-ace-nhp-00.htm...

[2] https://opennhp.org/

Re:Gemini 4 Argon on Wednesday October 14, 2026 @07:07AM (#50085754)
Could you elaborate? What is it about their training process that would make reasoning loops more likely?
Re:Show HN: TinyAIArena watch AI agents battle it out on Sunday September 27, 2026 @01:41PM (#49868922)
The rules:

* Goal: be the last fighter alive.

* Turns: each round every fighter takes one turn. Turn order is randomized every round.

* Actions: Move one cell up/down/left/right, attack an adjacent enemy for 15–24 damage, or wait. An action consumes 1 AP.

* Rocks/Obstacles: 4 random impassable cells.

* Power-ups: Gold +1 AP per turn.

* Kills: the killer gets +1 AP per turn, and heals 50 HP (no over-heal).

(Unclear while watching replays, found in README.)

Ask HN: Engineers on highly polished products, how are you using agentic coding?

Hi HN,Agentic coding is amazing at getting you 90% of the way to "finished", but getting products to feel really polished seems to take monumental effort if you're just "vibing".Yet engineers working on world-class products have ample access to plenty of frontier LLM tokens. Products like Linear, Instagram, Google Docs, Figma, etc. This class of products were super polished before LLMs took...

( Read More... | 1 comment | 4 points | on HN )
Re:Claude Opus 5.5 on Tuesday September 22, 2026 @03:15PM (#49806650)
Thanks for spelling out what the original comment was implying.

I find it bizarre how intensely a bunch of these child/grandchild comments are criticizing the notion that people would even think to analyze the meaning behind the words.

Hacker News has always had a unique culture in which thoughtful discussion is basically the main goal, and it's intentionally incentivized in numerous ways. It's been my experience that any thoughts added to a post's conversation are seen as valuable as long as they are thoughtful and seeking to understand.

So these comments are clearly coming from a place that's antithetical to HN's culture. What that in mind, it seems likely to me (Occam's Razor) that these comments are either:

1. Astroturfing: Claude employees acting like everyday folks, secretly trying to shift public opinion.

2. AI cult mindset: "AI is humanity's salvation; how dare you have perspectives outside of those accepted by the cult."

Am I missing another likely option?

To bolster my point, right now we're posting on the top top-level comment, meaning a majority of active HN users find it to be a great addition to the conversation. Commenting to shut down the discussion is a red flag.

Re:Learning Programming in an Age of LLMs on Wednesday September 16, 2026 @12:00PM (#49729049)
> As an engineer who works very hard to do the right thing, I'm beginning to worry that software engineering doesn't matter.

> no customer has ever complained about code structure or quality.

Agree and disagree.

There have always been software companies who care about quality, and other companies that are clueless about quality yet continue to exist because their software is forced onto their users because of footholds. (Enterprise, regulation, etc.)

The "clueless" companies will allow slop to abound, and continue to produce crappy software as always. (And probably not fun to work at.)

---

Research reliably shows users do care about things Just Working™ and feeling polished. If it feels at all buggy, you hemorrhage users. Also see the "aesthetic–usability effect" -- it needs to look very visually polished in order for most people to think it's a nice piece of software.

Natural selection will teach hard lessons to companies whose software isn't forced upon their users, if they allow AI slop to abound. Customers will notice things feeling "off", and they will flee to companies with sane approaches.

A sane approach: Humans actually guide the direction of the code which means they have to understand + review the code and course correct bad decisions. This doesn't mean agentic coding goes away, but it means this mad rush for insane velocity goes away.

---

Compare vibe-coded apps you've interacted with against world-class polished apps like Spotify, Gmail, Slack, etc. Those apps aren't obviously showing signs of AI slop, because the organizational structure is in place in those companies to prevent engineers from just throwing slop over the fence. Those engineers are doing agentic coding but are being forced to go at a sustainable pace.

The industry will eventually be forced (by the reality of business results) to recognize that this is the only approach that will lead to success.

Re:How to write an effective software design document on Monday September 14, 2026 @12:00PM (#49699138)
I think your framing is fair here. But I'd like to offer an even more complicated/nuanced take:

Designing in a group can be very difficult, and doing it well is a skill set that most people don't naturally have.

I think this explains your point 1. Why do people view designed docs as pointless? Because they really don't have a vision or model for what and effective and healthy collaborative design process would look like.

Re:Gemini 3.8 Flash on Thursday September 03, 2026 @02:49AM (#49546688)
It struck me today using Google Antigravity (Claude Code alternative) just how direct and usably terse Gemini is in prose.

I've complained plenty on here about Claude verbosity and TED-talk phrasing, and it seems by contrast Gemini has already arrived at the dream end-state of Claude from a prose standpoint.

Sometimes I ask for feedback, and I get back a list of multiple-choice options as if it's already ready to go. If I indicate I'm thinking about doing something, sometimes it'll just...do it. (Not in an annoying way.)

It seems very geared toward action in a way that's completely refreshing coming from months steeped in Claude essays.

For the amount of tokens you get, based on your comment, ALL subscriptions are heavily subsidized, and the most expensive ones are the most subsidized.

For OpenAI and Anthropic, the $100 subscriptions cost 5x the $20 subscriptions and give you 5x the tokens. And the $200 subscriptions are 10x the cost for 20x the tokens. (Tokens cost 50% as much.)

Re:Why do I lose my passion and want to do nothing? on Sunday August 30, 2026 @11:49PM (#49505365)
> there is something different about AI, though, in that it attacks the craft of cognition itself.

It's particularly frustrating that it's simultaneously superhuman and incredibly unreliable when it comes to cognition.

E.g. it can whip out 100,000 lines of code in the time you'd write 500...but 5% of that code will be janky, or subtly buggy, etc.

It's the "oh...you're absolutely right!" effect. I can't think of any other tools that are so powerful yet so finnicky and almost guaranteed to fail in ways that are so difficult to detect.

For those of us who don't want to pay for Gemini tokens, what would be the best local LLM to use for this?

(A model that can run reasonably well in a ~24GB MacBook.)

Re:Models Are Getting Dumber on Purpose on Sunday August 16, 2026 @04:37PM (#49323449)
Which is totally ironic, given that the article is largely about how untrustworthy LLMs can be. (Hallucination.)

Putting readers through this exercise disrespects their time. Even if as a writer you did the work of researching, reasoning, and fact-checking, you shoot yourself in the foot by running it through an LLM because there's no way for the reader to know which thoughts/research are from you. It demolishes the Ethos of the writing; readers feel they must do quality assurance on the reasoning, research, and facts.

Re: on Saturday August 15, 2026 @11:15AM (#49311285)
This is edited not to sound like Claude wrote it, but is full of Claude-isms. It's exhausting to read.

What's going to happen long term when this style of writing is so ubiquitous that people get comfortable reading it? Is it going to fundamentally change English? Are people going to start talking like Claude?

Re:How I use LLMs to learn complex topics on Monday August 10, 2026 @12:47AM (#49239292)
Would you be willing to provide an example (even a contrived one) of how this "four at a time" prompt changes the LLM's behavior?

I just want to understand more.

Also, would you be willing to share the actual text of it that you put in AGENTS.md?

Re:How I use LLMs to learn complex topics on Monday August 10, 2026 @12:07AM (#49239103)
Can you elaborate more on juxtaposing Claude's terrible prose with other LLMs?

Any more detail you can share? Do the others feel more "human"? Are there any that are particularly digestible/human-friendly?

I've been wondering for a while if this is just Claude because I mostly use Claude, so this is very telling.

Re:How I use LLMs to learn complex topics on Sunday August 09, 2026 @08:59PM (#49238034)
100% -- this is the worst. Referencing all sorts of "words with made up contextual/analogous meanings" based on the conversation...outside of the conversation.

Does anyone have a read on if this is primarily a Claude issue, or if all LLMs do this?

Re:How I use LLMs to learn complex topics on Sunday August 09, 2026 @06:32PM (#49236864)
Yes!

I have a personal theory: LLMs are *fundamentally* handicapped at perceiving what's going on in the mind of the human (this can't be "innovated away") and that's at the root of what makes them suck at conversation.

Next time you're chatting with someone, notice how much understanding is shared without anything being said. E.g. the other person might share something deeply disappointing, and they can tell without you even saying anything whether you get what they're going through. This unspoken-yet-communicated information guides the conversation. Or as another example: humans can read the room -- you walk into a room and immediately adjust your demeanor based on what you see and sense.

LLMs are totally blind to things like this, and this adds an inescapable awkwardness to interacting with them. I don't believe they'll ever grow out of this. Which thankfully implies more long term demand for humans instead of robots. :)

Re:LLMs reward expertise on Tuesday August 04, 2026 @01:24AM (#49164617)
Yeah, in my experience, there's nothing about:

1. LLM thinking 2. RLHF 3. The latest frontier models

that does anything to change this fundamental "suggestibility" of LLMs.

But who knows, maybe I'm wrong.

Re:LLMs reward expertise on Monday August 03, 2026 @11:36PM (#49164126)
Sometimes when I want AI to explain something technical, I say "explain it like I'm a junior engineer" -- just to get it to start with the high level like a human being would.
Re:LLMs reward expertise on Monday August 03, 2026 @07:44PM (#49162793)
LLMs skew toward over-focusing on things that you mention.

The reason "the agent suddenly started suggesting all kinds of things to make its code more robust" is because you said you "want to build reliable software".

It's not a signal of good judgment or understanding. It's just how LLM attention works.

Re:Vulnerability Reports are not Special Anymore on Wednesday June 24, 2026 @10:27AM (#48660501)
> Ending on a doom-and-gloom note: there will be a reckoning.

Can you elaborate on what you mean by this?

> this game has some of the most insane tech I’ve seen in any game and is definitely worth checking out

Given the context of this forum, I'd be interested to hear more about what's so interesting about the technology!

Re:Claude Fable 5 on Tuesday June 09, 2026 @01:31PM (#48464365)
Interesting, I assumed all model-routing was done utilizing an LLM. (I.e. non-deterministic.)
A minor spelling nit. It's "it's", not "its", when used as a contraction for "it is". ;)

Sorry, you teed it up too well. I had to!

Re:Agents need control flow, not more prompts on Thursday May 07, 2026 @07:51PM (#48056652)
I agree. But you can speak imperatively to agents as well ("Here are specific steps; follow them") and they can still screw up. :) I think what you're looking for is determinism, not imperativism.

And to your point: instructing a (non-deterministic) LLM declaratively ("get me to this end state") compounds the likelihood of going off the rails.

I would highly recommend the free book Crypto 101.

https://www.crypto101.io

But without AI, there are neural connections formed while determining the correct one-off solution.

The neural connections (or lack of them) have longer term comprehension-building implications.

I think the idea is copy-pasting code snippets from StackOverflow without comprehension of whether (and how) the code fixes the problem.
Re:Formatting code should be unnecessary on Monday September 08, 2025 @10:08AM (#45168483)
You didn't read the blog.

It's talking about the Ada programming language and that its code was apparently stored not as plaintext but an intermediate representation (IR) that could then be transformed back into code.

So formatting was handled by tooling by the nature of the setup. Developers would each have their own custom settings for "pretty printing" the code.

The author isn't saying don't use code formatters. They're highlighting an unusual approach that the industry at large isn't aware of. Instead of getting rid of arguments about code style via formatters, you can get rid of them by saving code in an IR instead of plaintext.

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