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@itsericwoodward@itsericwoodward.com That DORA quote is 🤯 — and it perfectly explains why AI coding tools terrify me in certain contexts. Dropping Copilot into a codebase full of technical debt isn’t gonna fix the debt, it’s just gonna write more of it faster 🤣 Fred Brooks would be nodding his head right now 🙏

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Ask HN: Why is the HN crowd so anti-AI?
Genuine question.

Over the past six months, there hasn’t been a single day where I’ve checked the HN Best RSS feed without seeing a post about how AI “writes bad code,” “introduces bugs,” “creates technical debt,” or something along those lines.

I’ll probably make a lot of enemies by saying this, but do people realize that code is just a means to an end?

Users don’t care whether the code was written by AI or by hand, or which framework you used. They care that the product works.
… ⌘ Read more

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Ask HN: Is the web for machines (/llm.txt) the one we wished we had as humans?
I got really tired, as a human, of parsing the standard marketing heavy web we have today.
I’ve always loved the simplicity of gopher and gemini web.

Recently I found myself manually adding `/llm.txt` to most websites I visit because I find the content for LLMs strait to the point and clear.
The only annoyance is web browsers like chrome do not render the markdown.

So could the AI revolution actually fix the web for humans as a side effect? … ⌘ Read more

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Yoghurt store mural of Brisbane skyline at centre of legal AI art dispute
An illustrator claims one of her original works was used as a mural in the frozen yoghurt shop without her permission, before being replaced with an AI version. ⌘ Read more

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‘AI is insidious’: Universities urged to adopt clear AI rules after opinion article scandal
Universities should set standards for academics using AI and require a guarantee work is “human-authored” before publication, a former university chancellor says. ⌘ Read more

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Show HN: Formally verified polygon intersection – Opus 4.8 oneshots, prev failed
To my knowledge, this is the first formally verified implementation of an intersection algorithm for polygons.

The experience of working with AI agents on this project changed a lot with recent model releases, as I describe in the readme. Opus 4.8 is able to provide algorithm implementation with formal proof in one shot, whereas previous models required me to provide proof strategies in multiple steps.

Trust in the correctness c … ⌘ Read more

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The AI IPO Race Heats Up, DOGE Whistleblower Sues Elon Musk, and Instagram Gets Hacked
On Uncanny Valley, we dive into the IPO bonanza that the top AI companies are embarking on to the point where some real estate listings are looking for not just regular old cash, but Anthropic stock. ⌘ Read more

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OpenAI and Anthropic Sign Letter to Prevent AI-Developed Biological Weapons
Leading AI labs, executives, and scientists are sending a letter to lawmakers urging them to improve tracking of synthetic DNA sequences that could be used for bioweapons. ⌘ Read more

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xAI Asks Court to Strip Alleged Grok Deepfake Nudes Victims of Anonymity
Four people suing Elon Musk’s AI firm under pseudonyms due to the risks of being identified may face a difficult choice: Reveal your real names, or drop the lawsuit. ⌘ Read more

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Launch HN: Hyper (YC P26) – Company brain to power agentic development
Hey HN, we’re Shalin & Kanyes, best friends who’ve been hacking together for 10+yrs, and now founders of Hyper ( https://heyhyper.ai/). Hyper is a shared “company brain” that plugs into information flowing inside a company to make AI agents and automations better and ultimately save people time.

Models have gotten good enough that they can (mostly) take on long-horizon, complex tasks. We believe the bottleneck now is that these … ⌘ Read more

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Okay. I have lost the “battle” against “AI” at work and I will no longer try to “fight” any of it.

It is simply what people want. They want to use it. And that’s the end of it.

And why do they want it? Because it makes their job easier. And why is that? In very large parts, it’s because we have accumulated a metric fuckton of technical debt due to decades long mismanagement. We were (and are) operating in “emergency mode” all the time. There simply was no time to clean things up or to rethink designs. We always have to go with the cheapest and quickest solution. We are never ahead of things: Earlier this year, I started an initiative and wanted to tackle some issue that I could see coming. I was shut down because this wasn’t “urgent”. Very soon after, this exact thing became that exact problem – but now, there was no time anymore to do it properly because NOW it’s urgent, so, once again, we had to go with a quick and dirty solution.

It’s always like that and I had brought it up again and again. And now we have a huge spaghetti mess that hardly anyone understands anymore.

Nobody – except AI. It can still make some sense of this and, obviously, this is useful to people.

So, any argument I make against AI is completely pointless to begin with. I’m such a fool for not having seen this earlier.

The last argument I made today was: “Look, we already have so much technical debt and spaghetti systems, we really, really must clean this up. If we throw AI on top of this now, it’ll only get so much worse.” And once more, I was shut down. My intentions were “admirable”, but “there’s no time for that”.

Okay. Good luck with that. They’ll keep doing it this way. At some point, it’ll either explode entirely and some poor soul has to clean it up, or it’ll explode and they’ll have no other choice but to throw everything away and start from scratch – assuming they can still afford that.

In other words, none of this about AI, really, nor caused by it. Our department’s massive spike in AI usage is just a symptom of the underlying management issues. And since those aren’t being addressed, nothing will change and this whole mess will only get worse.

(I blame all this on management, because, well, that’s who’s to blame. I do not have a solution for it, though – and assigning blame without constructive criticism always sucks big time. I don’t like doing this. If you had put me into that particular management position, I wouldn’t have been able to solve any of this. The thing is, though, I’m not an expert on management and it isn’t my job – I’m just the “princess” who solves your technical issues.)

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Push to include AI chatbots in Australia’s under-16 social media ban
Cyber experts concerned about unregulated AI chatbots linked to a series of mass tragedies in the US are pushing for them to be included in Australia’s under-16 social media ban. ⌘ Read more

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Australia news LIVE: US-Iran peace talks at a stalemate as hostilities flare in Middle East; Solomon Islands PM arrives at Parliament House
Follow along as we bring you the latest live updates from Australia and beyond here on our national news blog. ⌘ Read more

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Australia news LIVE: US-Iran peace talks at a stalemate as hostilities flare in Middle East; Solomon Islands PM arrives at Parliament House
Follow along as we bring you the latest live updates from Australia and beyond here on our national news blog. ⌘ Read more

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Australia news LIVE: US-Iran peace talks at a stalemate as hostilities flare in Middle East; Solomon Islands PM arrives at Parliament House
Follow along as we bring you the latest live updates from Australia and beyond here on our national news blog. ⌘ Read more

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Australia news LIVE: US-Iran peace talks at a stalemate as hostilities flare in Middle East; Solomon Islands PM arrives at Parliament House
Follow along as we bring you the latest live updates from Australia and beyond here on our national news blog. ⌘ Read more

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Australia news LIVE: US-Iran peace talks at a stalemate as hostilities flare in Middle East; Solomon Islands PM arrives at Parliament House
Follow along as we bring you the latest live updates from Australia and beyond here on our national news blog. ⌘ Read more

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Australia news LIVE: Senior ministers back AUKUS amid renewed scrutiny; Unions welcome minimum wage increase as business groups warn of high costs
Follow along as we bring you the latest live updates from Australia and beyond here on our national news blog. ⌘ Read more

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Australia news LIVE: AI data centre boom could drive up electricity prices, climate advocates warn; Unions, government back minimum wage increase as business groups warn of high costs
Follow along as we bring you the latest live updates from Australia and beyond here on our national news b … ⌘ Read more

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Launch HN: Rudus (YC P26) – AI for concrete contractors
Hi HN, we’re Rishi and Sahil. We’ve developed Rudus ( https://www.rudus.ai/), an AI-powered takeoff and estimation platform built for concrete subcontractors.

Takeoff is the process of measuring and quantifying materials from concrete plan sheets. Rudus identifies every concrete structure (footings, walls, columns, slabs), pulls in related details, and eliminates hours of manual quantity calculation. Here’s a demo: [https://www.youtube.com/w … ⌘ Read more

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Flush With Cash From OpenAI, Opal Is Making an AI-Powered Audio Gadget
Opal, the company famous for making a fancy webcam, has pivoted to making other consumer electronics. Fueled by big investments from OpenAI and Samsung, it’s working on an audio gadget first. ⌘ Read more

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A Viral YouTube Show About an Unhinged AI Is Hitting Theaters. It’s a Big Test for Hollywood
The Amazing Digital Circus finale will hit more than 4,000 theaters around the world Thursday. Two weeks later it’ll be on YouTube, bucking Hollywood trends and testing the power of online fandom. ⌘ Read more

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The Trump Administration Is at War With Itself Over AI Regulation
Donald Trump killed an executive order to regulate AI. Now, administration officials and AI executives are trying to figure out if there’s anything left to piece back together. ⌘ Read more

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Norse Atlantic Airways Offers Dirt-Cheap Tickets. There’s a Catch
Dozens of people have complained to the Federal Trade Commission about Norse Atlantic Airways’ tech-first customer service operation. Some said they lost thousands of dollars. ⌘ Read more

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The Queensland department using AI to help with estimates
Eyebrows were raised in department land following an artificial intelligence instruction. Also in Public Circus: an own goal for the Games authority and all hands on deck for a bargaining agreement at City Hall. ⌘ Read more

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↳ In-reply-to » @prologic Ahh, I see. Okay, I’m with you there. On this high level, I can understand how the thing works.

On the subject of debugging these so-called AI(s) / Black Boxes… the model is a black box sure, but that’s not really the problem. Everything around it — the inputs, the outputs, the decisions it makes — all of that can and should be fully logged, traced and replayed. The “program” isn’t the model, it’s the full context you feed it. That’s what you debug. It’s not so different from any other system really; if you’re running something in production with no logs, no structured outputs and no tests, you’d have the same problem. The model doesn’t change that discipline, it just makes it more important.

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↳ In-reply-to » @movq I'm very curious...

@prologic@twtxt.net

it’s “probabilistic” not “deterministic”

Yep, I know. And when I tell that to people and tell them “if we use AI here, we lose the ability to debug this stuff”, then all I get is: “But it’s good enough. We don’t need to debug this. Non-deterministic computing has its use cases.”

But that is just not how I’d like to model/implement our business processes. 🤔 I want something reliable, not “it mostly works”.

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↳ In-reply-to » @movq I'm very curious...

@movq@www.uninformativ.de I’m kind of flag you bring thi sup, because you simply can’t. You wouldn’t even be able to in an atypical neural network either (which is what ehse things are anyway). The problem here really isn’t the so-called “AI” (I wish we’d stop calling it AI), but the flawed usage(s) thereof. I believe I even stated earlier in this thread that sometimes it may not do what you expect, it’s “probabilistic” not “deterministic” – those pushing for greater use need to understand this, those not happy with the “push”, should educate the ignorant here (especailly managers pushing for weak, insecure and bad uses).

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↳ In-reply-to » @movq I'm very curious...

@prologic@twtxt.net Ahh, I see. Okay, I’m with you there. On this high level, I can understand how the thing works.

Maybe my wording isn’t good. 🤔 Let’s take a real life example from what we do at work.

There’s this AI chatbot. It gets support requests from users, so the user says something like “I need access to a particular system”. This triggers the bot to “run” the instructions stored in a large Markdown file, like “check if the user is authorized to do this, then issue the following API requests”, and so on. This is essentially like running a little script, except it’s written in natural language (German) and there’s no “script interpreter” but just the AI.

Now, suppose that the AI doesn’t quite do what was intended. There’s some subtle bug. How do you debug this? How do you find out how the AI came to the “conclusion” to run step A instead of step B? And how do you find out how exactly you have to change your prompt so this doesn’t happen again next time?

If this was an actual script/program instead of AI, you could repeat the request and attach a debugger or throw in some printf() or whatever. How do you do that kind of thing with AI? How do you pinpoint exactly what the problem was?

(Or is this just a stupid idea? Do we have to give up that way of thinking when using AI? Is the era of debuggability over?)

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↳ In-reply-to » @movq I'm very curious...

@prologic@twtxt.net Yeah, it’s hard to get my point across here. I tried to address that a few paragraphs down.

Yes, I can tinker with AI techniques on a general level. That’s cool but not really my area of interest.

What I certainly can’t do is learn how specific AI products work. I can’t possibly find out why Claude Code produced that particular line of code. Claude is just a magic box that does something and I have to trust it.

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↳ In-reply-to » @prologic don’t get mad at me, but the long block of text didn’t address any of my questions. 😜😅

@bender@twtxt.net Fine, Let me answer properly and concretely 😅

Would you want your children not to learn anything, because “they have AI”?

No, children still need to learn. That will never change. What they learn however will over time.

Are you OK with your children using the AI for all of their homework?

Yes, frankly I am. Why? Because much of what we teach them in school is utterly pointless.
For example, learning to read Shakespear never taught me anything useful in my life. I regret much of my school years to be honest.
I leanred to read and write, sure. But I learned Math, Science, Computing and how things work on my own by being very curious.

What sense will it make?

That assumes I answered “no”, which I did not. So it all makes perfect sense :D

What kind of future would that bring for them?

This assumes I said “Yes”, which I did :D It will be an itneresting future that’s for sure. I don’t think we can just bury our heads in teh sand and pretend it’s all going to go away, It will not. It will make things very interesting for sure, as we’re already starting to see what’s possible and what’s changeing. For example; ordinary people are using these LLM(s) to write their legal suit and defense in courts with varying levels of success.

Even if AI were to become omniscient, what will it be of the human race then?

I’m not convinced it ever will. In fact, I am not convinced we know how to create true intellience at all.

What would we do?

What would be so different from say an Alien invasion from far superious beings?
What would we do that? Band together and defend humanity?

Serve the AI? Maintain the AI?

That assumes that “AI” will become intelligent and omniscient, which I don’t believe it ever will.

Would we have found the true meaning of life then?

If the meaning of life is to create our own sub-species liken to ourselves, sure, maybe. But is that even a reality? not sure, I doubt it. We barely understand ourselves at the best of times, let alone how our minds works.

To care for AI, Is that it?

How would this be different to caring for a friend, a family member If we could ever truly reate an actual sentient being with real feelings and intelligenace, is there any reason to worry? Could we not be freinds and have mutual goals and form relationships?

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↳ In-reply-to » @bender Well no. Some of us don't. Let me point you at some research on the subject 😅 Some people don't have an inner monologue

@prologic@twtxt.net so, “people with no inner monologue—a condition researchers sometimes refer to as anendophasia”, says the AI. Then “it is not a disorder: lacking an inner voice is simply a different, perfectly healthy way of being human”. Ah, so a condition, but a healthy one. Got it.

Again, I am not talking about a true monologue. If you have never thought “OK, let’s do this!” before engaging on an activity, then alright. Weird, in contrast to the rest of us, hard to believe, yes, but I believe you. Much of the troubleshooting, and creativity that comes with thought involves, well, thoughts. Maybe you are closer to AI than the rest of us, indeed! 🤪😂

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↳ In-reply-to » @lyse Thanks! There are a few points in there that I’ll add to my list.

@bender@twtxt.net Now that’s an interesting philosophical viewpoint right there. But this assumes that the “AI” we seemingly have available to us today is actually telligent, understands and has cognitive reasoning. It does not. All of these LLM models from big-tech companies like Anthropic, OpenAI, Google, Microsoft, Meta and Alibaba are all just very powerful, very large multidimensional neural networks with attention that are very good at statistical probabilities of ‘what comes next”. I think we get really upset over the wrong things sometimes. We need to continue to be upset that these 🤬 companies have basically destroyed any meaningful value of the concept of Copyright and Intellectual Property and Works of art. The so-called “AI” we have today is just a tool. Can you say for certain that the typewriter and the computer ruined our ability to write? Perhaps yes, but we still learn how to do so, likewise, I still think that learning to write code, research, read and write are all valuable skills to learn. Later on once you have the basics, you can defer some of the “tedious” work to these models, because frankly, they’re far better at inferencing and pattern matching than you or i will ever be, not because they’re better at pattern-matching per se, but because they have been trained on a very large corpus and they are much much faster at doing the same basic things we are far superior at.

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↳ In-reply-to » @lyse Thanks! There are a few points in there that I’ll add to my list.

@prologic@twtxt.net let me ask you this. Would you want your children not to learn anything, because “they have AI”? Are you OK with your children using the AI for all of their homework? What sense will it make? What kind of future would that bring for them? We need to analyse the repercussions from all angles, even if AI were to provide absolutely flawless answers every single time. Even if AI were to become omniscient. What will it be of the human race then? What would we do? Serve the AI? Maintain the AI? Would we have found the true meaning of life then? To care for AI. Is that it?

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↳ In-reply-to » @lyse Thanks! There are a few points in there that I’ll add to my list.

Is it the fact that “big tech” companies have basically stolen all of human knowledge to their benefit to build these AI(s) that’s the problem? Or is it that these AI(s) can write code better than you can (some of the time)? Or is it that because of all of the above, there’s no joy left in writing code anymore? 🤔

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↳ In-reply-to » @lyse Thanks! There are a few points in there that I’ll add to my list.

@movq@www.uninformativ.de I’m very curious…

What I like about this whole computer stuff is that you can explore how
things work. You can dig through problems and solve them. Nothing is
more satisfying than finally understanding something after you scratched
your head for some hours.

Surely you could do the same with AI? Tinker with how it works, study it, understand it, build your own and realize what it really is (without all the big tech hype)?

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Amazon Is Making an AI-Animated ‘Good Advice Cupcake’ TV Show. Its Original Creator Is Furious
Loryn Brantz created The Good Advice Cupcake for BuzzFeed years ago. The company licensed the character for a new Amazon series—made with AI—without her consent. ⌘ Read more

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Hands-On With Gemini Spark: I Gave It Access to My Life and It Friend-Zoned My Boyfriend
Google’s new AI agent combed through my emails, documents, and calendar to plan a birthday party and still didn’t clock the person most important to me. ⌘ Read more

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Show HN: AISlop, a CLI for catching AI generated code smells
Hi, I’m Kenny, I’ve been building aislop. I starting working on this after using Claude Code, codex and opencode several times and noticing some slops. They aren’t syntax and passes most tests, they are patterns like empty catch blocks, useless comments, duplicated helpers, dead code and many more. So I built a tool to scan and check for these patterns and wired it into hooks so after each tool call, the agent checks for the slops.

You can try it out with npx aislop sca … ⌘ Read more

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