So going back to the understanding of how it generated this, is quite simply the most statistically relevant search space of it’s weights it has been trianed on and it has basically just produced a series of tokens, one after another that are relevant to the input, the next token and so on. It’s a trivial example I know, but it basically pattern matches it’s way through it’s vast search space just producing outputs based on context.

@movq@www.uninformativ.de I think your points are pretty clear to me, that’s fine. I’m just seeing if you can perhaps see things a different way maybe?🤔 I would challenge the assertion that you cannot understand how Claude Code generated an output; which I can demonstrate easily with a fairly trivial example by the input:

Write a program in Go that sums a list of numbers from stdin and prints the result.

@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.

‘We’re Just Getting the Crumbs Here’: Striking Contractors Protest Layoffs at Meta’s European Headquarters
Soon-to-be-laid-off Meta contractors say they’re being treated differently than Mark Zuckerberg’s full-time employees, who stand to receive more generous severance packages. ⌘ Read more

Après les violences contre les activistes de la flottille pour Gaza, Jean-Noël Barrot annonce saisir la justice
Le ministre des affaires étrangères français a annoncé la saisine du procureur de la République en raison des violences infligées aux dizaines de militants arrêtés et conduits en Israël. Il a évoqué un rapport du consul général de France en Turquie corroborant ces sévices. ⌘ Read more

On the Money: Tex Edwards, Karen Silk, Kenyon Clarke, Brad Olsen, Eric Crampton, Don Braid, Anna Breman and more
On the Money (OTM) is our column of general frippery we observed within the worlds of business and government this week.

At Thursday’s Mainfreight result, an injustice of national significance was finally raised. ⌘ Read more

[$] A trademark dispute over MeshCore
MeshCore is a relatively new project, started in January 2025, that aims
to build a scalable mesh network using low-power long-distance radios. While
many other projects of the same general nature have been tried before, MeshCore
grew quickly because of its more efficient message routing and enthusiastic
community. In early 2026, an early proponent of the project made a sudden shift
that left the rest of the community stunned and embroile … ⌘ Read more

We Asked the ‘Future of Truth’ Author to Explain How He Used AI. It Didn’t Go Well
A book about how AI shapes perceptions of reality came under fire for using AI-generated quotes. Its problems go beyond that. ⌘ Read more

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

This MacBook Privacy Screen Totally Changed How I Work in Public
I’m one of those people who enjoy on planes and in public spaces in general. But the issue of privacy was always a hurdle. ⌘ Read more

Physical Media Is Making a Comeback. The Next Console Generation Might Kill It
Consoles with disc drives are the easiest way to enjoy all kinds of physical media, but that could end with the next-gen PlayStation 6 and Microsoft’s Project Helix. ⌘ Read more

@movq@www.uninformativ.de Thanks. I noticed the <updated> of the feed, too. But for some reason, some articles were suddenly marked as new.

On some YouTube feed <entry>s, I noticed updated <updated> fields showing today’s timestamps. But unless there is no <published>, the <updated> is not even considered. I verified that in the source code. Yet, all the affected articles in Newsboat show today’s timestamp, not the years old publication timestamp. I generate the YouTube feeds from the original feeds myself once a day, so I doubt that this is cause by some YouTube shenanigans.

Very weird, it doesn’t make any sense at all. What is going on here? O_o It doesn’t appear that I have duplicates in the database either.

Of course, @movq@www.uninformativ.de! Most of my points are also included in your list.

First of all, programming is what I really do enjoy the most. So, it doesn’t make any sense at all to not do this anymore. “But you could use your now free time to do something much cooler and more valuable!”, others might reply. Fuck no, I don’t want to waste my time with other shit that doesn’t fulfill me, why on earth would I want to do that?

All this hallucination reduces quality badly. In my experience, it’s also happening much more rapidly than I expected. Even though developers are still supposed to own and understand whatever has been generated under their name and even be responsible for that, the sad reality is that teammates often blindly trust the AI output. “But I asked the AI and it told me that $this was impossible”, “I’ve no idea either, but the AI just generated it” are responses I get more often. What really makes my angry is when I point out a flaw and suggest an alternative and this is the reaction. It happened several times that just trying it out and seeing it clearly work to proof my point only took me half a minute, but people still did something handwavy else instead.

The learning effect is drastically reduced. The more time I spend on a topic, the better the odds that whatever I learned actually makes it over into long-term memory. It’s like if a collegue just says “do it like that” or “this solves your problem”, but neither explains the why or how. Somehow, people are still convinced that it’s a completely different story when you replace the human counterpart with a computer program in this equation.

Skills are unlearned. It’s like with automation in general, just much worse. You end up in a state where you’ve no clue how anything works under the hood or how to actually find out important information that are needed to solve your problem. You’re screwed when a process breaks out of the blue. Even though it can become also rather terrible, with classical automation you’re typically still be able to decipher how exactly the thing was supposed to do something.

The energy consumption is sooo high, I absolutely do not want to be a part in burning down our planet. I’m sure I find (and probably have long found without knowing) other ways to contribute to worsen our climate crisis.

The scraper part is already covered in detail in your list. :-)

I’m convinced that license and copyright violations are only played down or even refused entirely because companies want to make big money quickly. With the work of others of course. Their double standards are obvious, they still try to actively keep their own stuff secret and out of any training sets. At most for internal use only. Virtually noone in charge is interested in good long-term solutions. Short-term for the win, when disaster eventually strikes, the causers are long gone, the responsibilities in other hands.

Vendor lock-in is something that lots of folks are only realizing very slowly. It’s completely crazy to me. This drug dealer routine should be well-known by now. It’s fucking everywhere. Yet, people are always surprised when they found themselves caught in it.

Adding new AI stuff only increases complexity. But complexity is the enemy that everybody should fear and reduce as much as possible. Of course, this is not limited to AI at all. And everywhere I look around, people in charge looooove to make things way more complicated than they ever need to be. Yet, simplicity is the real art and much harder to achieve.

I don’t understand why we have to go back full force to the ambiguity of natural languages. This alone should be more than enough to realize what a stupid idea all that is. Linked to that is that the “instruction set” is interpreted differently with newer model versions. I mean, is has to be. Why else would somebody want to upgrade in the first place than to get more Powerful™ Features™?

Some people argue that with AI the democratization is empowered. However, in my view, the exact opposite is the case. Models are getting so large that you can basically not run them locally or even train them. So, you have to rely on whatever the vendor offers you and runs for you. In the end, this only gives the owners more power, the multi billionaires. Not exactly what I understand by democratization.

Finally, technology assessments are missing completely. Or they are faked such that mostly only the (questionable) benefits are listed. But all the negative impact is just ignored.

Let’s keep some popcorn around for when this all explodes. :-)

QEMU Shifting On AI Policy To Allow Some AI/LLM-Generated Contributions
The QEMU processor emulator that plays an important role in the open-source Linux virtualization stack had a policy that forbid any contributions including or derived from AI-generated content. But there are now second thoughts with a proposed patch that will permit AI/LLM contributions in non-critical areas… ⌘ Read more

Perfect Randomness Realized For the First Time
ETH Zurich researchers say they have generated certified “perfect randomness” for the first time by using a quantum Bell-test setup with two entangled superconducting chips connected by a 30-meter cooled link. “In the long term, this work could play a similar role in digital security as atomic clocks do for timekeeping: a physically certified source of randomness that other syst … ⌘ Read more

YouTube to automatically label AI-generated videos
Article URL: https://variety.com/2026/digital/news/youtube-ai-video-labels-automatic-detection-1236758865/

Comments URL: https://news.ycombinator.com/item?id=48299753

Points: 11

# Comments: 2 ⌘ Read more

YouTube To Automatically Detect, Label AI-Generated Videos
YouTube will begin automatically labeling videos when its systems detect “significant” photorealistic AI use, while also making AI-content disclosures more visible below long-form videos and directly on Shorts. “We’ve heard consistently from our community that they value transparency when it comes to generative AI content,” YouTube said in a blog post. “These … ⌘ Read more

Greens attack Government over claimed $1.4b carbon auction shortfall
The Green Party says a string of failed carbon auctions has left a $1.4 billion fiscal hole because the Government was banking on the revenue they would generate.

Of 10 carbon auctions held between December 2023 and March this year, only auctions in March and December 2024 actually cleared. ⌘ Read more

I’m Tired of Talking to AI
Article URL: https://orchidfiles.com/im-tired-of-ai-generated-answers/

Comments URL: https://news.ycombinator.com/item?id=48292224

Points: 18

# Comments: 3 ⌘ Read more

Arias: Human proof for FOSS contributions
Rodrigo Arias Mallo, maintainer of the Dillo web browser, has written a
blog post
with a proposal on one way to ensure that a contribution is written by
a human and not AI; he suggests asking new contributors to record
their programming session using asciinema.

In the same way that LLMs generate patches, they can also generate
the asciinema recordings themselves. Then, the contributors c … ⌘ Read more

F&P Healthcare lifts dividend after tariff-defying profit rise
Fisher & Paykel Healthcare has lifted its total dividend for the year by 22% after posting a 24% rise in annual net profit after tax, even in the face of US tariffs.

The Auckland-based medical equipment manufacturer’s revenues rose 14% to $2.31 billion across the financial year, while ne … ⌘ Read more

NZ King Salmon scales up after positive half
NZ King Salmon Investments has told investors that the fish firm is recovering on all fronts and that US tariffs are not slowing sales.

The company said net profit after tax for the six months to March 31 was $13.8 million. This compares with a net loss of $20.8m in the prior corresponding period to July 31, 2025. The … ⌘ Read more

GitHub Copilot & Claude Code Helped With Graphics, WiFi Linux Driver Issues This Week
For those curious about the growing use of AI and coding agents within the Linux kernel, this week there was another large batch of new patches fixed that were generated or co-authored by agents like Claude Code and GitHub Copilot… ⌘ Read more

Wind and Solar Generated More Power Than Gas Globally in April
Last month saw a world first, reports Electrek. Wind and solar generated more power globally than gas:

According to new analysis from independent energy think tank Ember, wind and solar produced 22% of the world’s electricity in April 2026, compared to 20% from gas. Together, the two renewable sources generated a record 531 terawatt-hours (TWh) … ⌘ Read more

Constraint Decay: The Fragility of LLM Agents in Back End Code Generation
Article URL: https://arxiv.org/abs/2605.06445

Comments URL: https://news.ycombinator.com/item?id=48256912

Points: 5

# Comments: 0 ⌘ Read more

Spotify, UMG To Let Fans Make Their Own Music With AI
An anonymous reader quotes a report from Billboard: Spotify and Universal Music Group (UMG) announced a licensing deal for recorded music and publishing rights, enabling Spotify to launch generative AI music models in the future. With this deal, Spotify’s models will allow fans to create covers and remixes of their favorite songs from participating artists and … ⌘ Read more

This Cannes Film Cost $500,000 to Make. $400,000 Was AI Compute Costs.
Higgsfield AI is debuting a 95-minute fully AI-generated film at Cannes called “Hell Grind” that reportedly cost $500,000 to make, $400,000 of which was spent on compute alone. The project took just two weeks to produce and is intended to showcase the startup’s AI production tools. But it also underscores the current limits of AI f … ⌘ Read more

On the Money: Grant Baker’s book launch, Ray Smith, Nikhil Ravishankar, a great AI speech, and more
On the Money (OTM) is our column of general frippery we observed within the worlds of business and government this week.

It was not the easiest week to be a departmental chief executive. Minister for the Public Service Nicola Willis signalled 9,000 public-sector jobs might go, and several agencies might be folded into on … ⌘ Read more

[$] Toward better handling of major page faults
A major page fault occurs when a process attempts to access a page that is
not currently present in RAM; satisfying such faults usually involves I/O, and can thus take some time. When many threads
sharing an address space are generating page faults, the result can be
significant lock contention while that I/O
takes place. During the memory-management track at the 2026 Linux Storage,\
Filesystem, Memory Management, and BPF Summit, Barry Son … ⌘ Read more

Antitsiganisme: une nouvelle génération de Roms et Voyageurs se lève pour faire entendre ses droits
Grâce à sa mobilisation, le collectif Zor est parvenu à faire voter à l’Assemblée nationale une résolution visant à la reconnaissance du génocide de leurs ancêtres lors de la Seconde Guerre mondiale. Portraits de jeunes militants et militantes déterminés à défendre la dignité de leurs communautés. ⌘ Read more

Tell HN: I’m tired of AI-generated answers
I found GitHub repositories that were spreading malware. I asked AI what I should do about it, but it gave me nothing useful. So I opened a discussion on GitHub. Someone replied. It was literally the exact same text the AI had given me. I called it out and the comment was deleted. Then another person replied. Same exact AI response again.

I worked as a developer in a company. I asked the business owner a question about a business task. He sent me a ChatGPT screenshot with the an … ⌘ Read more

Ah, there’s even a term for it:

https://en.wikipedia.org/wiki/Generation_effect

The generation effect is a psychological phenomenon whereby information is better remembered if it is generated from one’s own mind rather than simply read.

hfgl with your coding agents

I Cloned Myself With Gemini’s AI Avatar Tool. The Result Was Unnervingly Me
I used the Gemini app to generate lifelike videos featuring a digital clone of myself. Google sees this as the future of creation. I’m still creeped out. ⌘ Read more

Regional Winners of Prestigious Literary Prize Suspected of Using Chatbots
The 2026 Commonwealth Short Story Prize is facing backlash after several winning entries were accused of being AI-generated, with one Caribbean winner’s story flagged as fully AI-written by a detector that WIRED says it independently confirmed. From the report: Each year, the Commonwealth Foundation, a nongovernmental organization … ⌘ Read more

Le protégé de Macron nommé gouverneur de la Banque de France: «Une gifle pour la démocratie»
Si trois cinquièmes des députés se sont opposés à la nomination d’Emmanuel Moulin à la tête de la plus puissante institution financière du pays, l’ex-secrétaire général de l’Élysée a été sauvé par le Sénat. À l’Assemblée, le socialiste Philippe Brun a révélé que Nicolas Sarkozy était personnellement intervenu pour influencer les votes. ⌘ Read more

[$] What is to be done about MGLRU?
“Reclaim” is the task of finding memory that can be taken away from its
current user and put to better uses within the system; it is a core part of
the memory-management picture. The addition of the multi-generational LRU (MGLRU) was meant to
provide a better reclaim implementation than the “traditional LRU” that
preceded it, but MGLRU has complicated the situation instead. No fewer than
three memory-management-track sessions at the 2026 [Linux Storage,\
Filesyst … ⌘ Read more

Sous les palmiers, le spectre du «dernier Cannes sans l’extrême droite»
À un an de l’élection présidentielle, le Festival de Cannes est percuté de plein fouet par le débat sur l’emprise de Vincent Bolloré sur le cinéma français et la mise au ban de 600 signataires d’une tribune par le directeur général de Canal+. ⌘ Read more

NZTE’s Peter Chrisp named new DOC conservation director general
Peter Chrisp has been appointed as the new director general of conservation and chief executive of the Department of Conservation (DOC).

The announcement was made by deputy public service commissioner Heather Baggott. ⌘ Read more

Google Makes It Easy to Deepfake Yourself
Google’s overhaul of its AI creation software, Flow, includes a new video model and a tool for generating selfie videos called avatars. ⌘ Read more

Microsoft Surprises With Its First Server Linux Distribution: Azure Linux 4.0
Microsoft is turning Azure Linux into a general-purpose, Fedora-based cloud distribution available to all Azure customers, while also productizing Flatcar as Azure Container Linux for immutable container hosts. “When Microsoft joined the Linux Foundation, there was this big conspiracy theory that somehow the Linux Foundat … ⌘ Read more

Amazon’s Alexa+ Now Produces AI-Generated Podcasts
Amazon is adding AI-generated “podcasts” to Alexa+, letting users request custom audio explainers on any topic featuring two synthetic co-hosts. Variety reports: Seemingly to dispel the notion that these “podcasts” will be AI audio slop, Amazon emphasized that it has deals with major news organizations to ensure “accurate, real-time news and information.” Those inclu … ⌘ Read more

Elon Musk Loses Lawsuit Against OpenAI
After three weeks of testimony, which was covered extensively here on Slashdot, a U.S. jury on Monday ruled against Elon Musk in his lawsuit against OpenAI, finding that he waited too long to bring his claims that the company betrayed its nonprofit mission. Reuters reports: The trial had widely been seen as a critical moment for the future of OpenAI and artificial intelligence generally, both in ho … ⌘ Read more

Amazon Stops Supporting Pre-2013 Kindles Today. Some Owners Turn to Jailbreaking
Today Amazon ends support for first- and second-generation versions of Kindles and Kindle Fire tablets, along with the Kindle Touch, the 9.7-inch Kindle DX, and other devices released in 2012 or earlier.

Owners can continue reading ebooks that they’ve already downloaded, and they can also still sideload books using … ⌘ Read more

Old Oil and Gas Wells Could Find Second Life Producing Clean Energy
States across the US are looking to take major sources of pollution and use them to generate much-needed power. ⌘ Read more

Sarkozy-Kadhafi: le résumé vidéo de la neuvième semaine du procès en appel
Mercredi 13 mai, le parquet général a réclamé la condamnation de Nicolas Sarkozy pour association de malfaiteurs, corruption, recel de détournement de fonds publics et financement illégal de campagne. Au terme de leurs réquisitions, les avocats généraux ont requis contre lui une peine de sept ans de prison ferme, 300 000 euros d’amende et cinq ans d’inéligibilité. Le résumé … ⌘ Read more

ArXiv to Ban Researchers for a Year if They Submit AI Slop
ArXiv says it will ban authors for one year if they submit papers containing AI-generated slop, such as hallucinated citations, placeholder text, or chatbot meta-comments left in the manuscript.

“If generative AI tools generate inappropriate language, plagiarized content, biased content, errors, mistakes, incorrect references, or misleading content, and that out … ⌘ Read more

AMD Preps More AIE4 NPU Hardware Enablement For AMDXDNA Driver In Linux 7.2
Since March we have been seeing patches from AMD software engineers beginning to enable their next-generation “AIE4” NPU platform under Linux. We still don’t know for sure when this AIE4 NPU will premiere for sure in new Ryzen AI products, but the Linux enablement continues coming along nicely for the AMDXDNA accelerator driver… ⌘ Read more

Gen Z Is Pioneering a New Understanding of Truth
The first generation to truly grow up online, Generation Z and their cohort live in a social media ecosystem that blends facts and feelings. It’s significantly shifting how they understand what’s true. ⌘ Read more

États-Unis: la mission impossible du nouveau président de la banque centrale
Choisi par Donald Trump, Kevin Warsh est attendu avant même de commencer son mandat: soit il s’impose en luttant contre l’inflation, soit il se conforme aux exigences du président. Mais ce débat mille fois ressassé sur les taux d’intérêt évite la vraie question: celle de l’intérêt général. ⌘ Read more

**Financements libyens: une peine «en haut du spectre» requise contre Nicolas Sarkozy **
Au dernier jour de ses réquisitions, le parquet général a demandé une peine de sept ans de prison ferme contre l’ancien président afin de sanctionner «le pacte corruptif scellé au plus haut niveau» avec la dictature libyenne. ⌘ Read more