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IP Crawl: Living atlas of open webcams discovered on the public internet

https://ipcrawl.com/
58•arm32•1h ago•30 comments

Anonymous GitHub account mass-dropping undisclosed 0-days

https://github.com/bikini/exploitarium
496•binyu•6h ago•190 comments

OpenRA

https://www.openra.net/
461•tosh•8h ago•85 comments

AI learns the “dark art” of RFIC design

https://spectrum.ieee.org/ai-radio-chip-design
130•Brajeshwar•3d ago•73 comments

DSpark: Speculative decoding accelerates LLM inference [pdf]

https://github.com/deepseek-ai/DeepSpec/blob/main/DSpark_paper.pdf
690•aurenvale•11h ago•284 comments

Turn your site into a place people can bump into each other

https://cauenapier.com/blog/townsquare_release/
78•eustoria•3h ago•38 comments

Fintech Engineering Handbook

https://w.pitula.me/fintech-engineering-handbook/
396•signa11•10h ago•133 comments

Suspicious Discontinuities (2020)

https://danluu.com/discontinuities/
166•tosh•7h ago•43 comments

Post-Mythos Cybersecurity: Keep calm and carry on

https://cephalosec.com/blog/cybersecurity-in-the-post-mythos-era-keep-calm-and-carry-on/
104•Versipelle•6h ago•33 comments

The case for physical media ownership

https://dervis.de/physical/
297•cemdervis•9h ago•202 comments

Zuckerberg's Increasingly Bizarre War on Whistleblowers

https://pluralistic.net/2026/06/27/zuckerstreisand-2/
484•HotGarbage•6h ago•185 comments

One man, two kernels, and a lot of RISC-V

https://www.theregister.com/software/2026/06/26/one-man-two-kernels-and-a-lot-of-risc-v/5262858
59•LorenDB•1d ago•4 comments

Underarm bowling incident of 1981

https://en.wikipedia.org/wiki/Underarm_bowling_incident_of_1981
114•EndXA•4d ago•98 comments

Supabase (YC S20) Is Hiring for Multigres

https://jobs.ashbyhq.com/supabase/2e718684-4f75-4a99-8d6b-3b6bd44e4228
1•awalias•3h ago

Running a software jam in a world of slop

https://foxmoss.com/blog/radish/
20•foxmoss•7h ago•2 comments

Reducing tick density along recreational trails in Ottawa, Canada

https://www.sciencedirect.com/science/article/pii/S1877959X26000476
93•bushwart•3d ago•53 comments

The eerie interface of man and machine (Life Magazine, October 1967)

https://blog.jgc.org/2026/06/the-eerie-interface-of-man-and-machine.html
10•Brajeshwar•3d ago•0 comments

Long Wave radio era set to end with switch-off

https://www.economist.com/britain/2026/06/25/the-bbc-switches-off-its-oldest-service
146•edward•2d ago•144 comments

How H-E-B became Texas' most beloved brand (2024)

https://texashighways.com/culture/how-heb-became-texas-most-beloved-brand/
58•NaOH•3d ago•54 comments

A History of Menus Is a Menu of History

https://pudding.cool/2026/06/menu-story/
23•surprisetalk•2d ago•3 comments

How Many Elementary Particles Are There, Really?

https://www.quantamagazine.org/how-many-elementary-particles-are-there-really-20260615/
103•rwmj•8h ago•88 comments

Asian AI startups launch Mythos-like models

https://techcrunch.com/2026/06/27/asian-ai-startups-launch-mythos-like-models-as-anthropics-expor...
61•bogdiyan•7h ago•68 comments

The US Army Issued Ocarinas to Soldiers in World War II

https://www.flutetunes.com/articles/my-flute-goes-to-war/
123•tomcam•2d ago•65 comments

Researchers have developed pixels that can emit and analyse light together

https://ethz.ch/en/news-and-events/eth-news/news/2026/06/a-new-type-of-pixel.html
27•tspng•12h ago•19 comments

Linux on Older Hardware: The Complete Revival Guide

https://www.fosslinux.com/158206/linux-on-older-hardware-revival-guide.htm
179•tapanjk•2d ago•101 comments

Screen time can damage under-twos' development, landmark study suggests

https://www.theguardian.com/society/2026/jun/27/screen-time-damage-under-twos-development-study
50•Brajeshwar•3h ago•9 comments

Streaming services' obnoxiously loud ads become illegal on July 1 in California

https://arstechnica.com/gadgets/2026/06/streaming-services-obnoxiously-loud-ads-become-illegal-on...
213•speckx•8h ago•54 comments

Task Failed Successfully: Saturating NIC and Disk Bandwidth

https://blog.mrcroxx.com/posts/task-failed-successfully-saturating-nic-and-disk-bandwidth/
33•MrCroxx•4d ago•10 comments

Why does kinetic energy increase quadratically, not linearly, with speed? (2011)

https://physics.stackexchange.com/questions/535/why-does-kinetic-energy-increase-quadratically-no...
341•ProxyTracer•22h ago•178 comments

A Farmer Arrested for Going 5 Seconds over His Time Limit at Data Center Meeting

https://www.gadgetreview.com/arrest-him-the-moment-police-handcuffed-a-farmer-for-going-5-seconds...
10•spenvo•30m ago•4 comments
Open in hackernews

"No, I swear I wrote this."

https://revise.io/blog/06-27-2026/no-i-swear-i-wrote-this
14•artursapek•3h ago

Comments

chrisjj•2h ago
> Boom, definitive "proof of typing" that a given piece was produced by genuine meat-on-keyboard effort.

Except it lacks proof of the keyboard - and the meat.

ajsnigrutin•1h ago
Yep, someone can "vibe code" something, that would emulate that human, the typing, the pauses, random typos, backspaces, and edits. There are probably models already available that describe the average delays between two consecutive keypresses depending on the location of keys, etc.
sidpatil•1h ago
I'm pretty sure Coursera or edX was using this same approach a while back — they'd make you type in a paragraph of text, then they'd use the timing information as a fingerprint or signature, to authenticate you as the actual student.
audreyfei•1h ago
surely there real-time AI writing checkers? predictability in word choices and sentence-length variation are alr available so maybe someone has to make something that measures delays in sec now. that could be a feature that op implements *like coursera/edx tech as sidpatil mentions
khaledh•1h ago
What if the human is just transcribing directly from AI generated text?
kube-system•1h ago
One could, but the primary motivation to use AI to generate text is because it is fast and easy. You could spend an hour elaborately pretending to write something yourself, or you could simply write it yourself.
dylan604•47m ago
Do not misjudge how hard people will work attempting to not work. Work smarter, not harder is not as widely adhered
sscaryterry•32m ago
Yep, do not underestimate human ingenuity when it comes to having not to think.
SwellJoe•1h ago
Trivial to simulate. Though I disagree that AI writing is impossible to differentiate from human prose, at least for now. It's still pretty obvious and still much worse than human prose (or, at least, much less interesting to read), though some are better than others, and I'm better able to spot writing from models I use regularly (Claude has a very distinctive style I can spot from a mile away, but that's true partly because I read its prose nearly every day when using it for coding).
barrell•1h ago
Depends on what’s being written, and who the audience is. Anything of any length would be hard to simulate in a way that would fool an author - writing has a certain flow to it. A cadence. The editing and restructuring, deleting of words, typos you don’t catch until some random reread, rephrasing of sections because you want to use the original phrasing later in the piece.

Could you simulate something be typed? Trivially. Could you simulate something be drafted? Honestly, even if you wanted to put in all that time and effort, I’m not even sure LLMs are sophisticated enough to send the logical drafts, loops and edits that would pass a writers sniff test

madhatter999•55m ago
To add to this, one can’t ignore the relationship between signal and receiver. I’d imagine most people on HN have enough pre-LLM reading experience to have a decent sense of what was written by an LLM versus a human.

And as LLMs get better at producing human-like text, that same pre-LLM reading experience, which helps people tell the two apart, will become less and less common.

mike_hock•51m ago
I think you could simulate something that passes a sniff test. A writer would probably spot implausibilities in the simulation if they paid attention, but then we're back to square one, because you can spot that something was written by an LLM after you've wasted your time reading it and realize that you've been led around in circles with superficial information and no coherent train of thought, but by then your time has already been wasted.
sscaryterry•1h ago
A human should not have to or be compelled to prove to be human. The onus of proof here is the wrong way around, the premise fundamentally incorrect.
madhatter999•1h ago
Plus somebody will create an AI-powered program to take in text and have it “perform” the writing process with keystrokes and mouse movements and all that.
lelanthran•58m ago
> A human should not have to or be compelled to prove to be human. The onus of proof here is the wrong way around, the premise fundamentally incorrect.

Innocent until proven guilty is for a court.

Outside of a court, people use all sorts of heuristics to determine authenticity and trustworthiness. Since so few humans ever wrote like the way LLMs default to, it's not unreasonable to refuse serious engagement with a party exhibiting this.

Aside: Every time someone claims they have always written like this, I ask for a link to their writing dated pre-2022, and send both to all free LLM chatbots with the question "did the same writer write both these pieces".

I have not yet gotten a "likely", or even a "remotely likely". It's all been "extremely unlikely".

carlosjobim•48m ago
> Outside of a court, people use all sorts of heuristics to determine authenticity and trustworthiness.

And all of those are a fools errand, except meeting people face to face. Meeting somebody IRL it takes just a few minutes to know if they are trustworthy or not.

If the business is severely serious, then you have to do like Genghis Khan and get fully drunk together. Anybody who refuses can never be fully trusted.

lelanthran
andai•58m ago
We're gonna have to bring back handwritten homework assignments.

Oh, wait.

https://images.ctfassets.net/kftzwdyauwt9/3bzFMXhknmq5TZvVL7...

(From https://openai.com/index/introducing-chatgpt-images-2-0/ )

mike_hock•40m ago
The irony is that a printout of a photo (well, "photo") of handwritten homework would be pretty easy to distinguish from genuine handwritten homework.

(otoh it's also trivial to copy whatever ChatGPT wrote by hand without thinking about the assignment at all)

andai•57m ago
Didn't Pangram claim to have a >99% success rate?

https://news.ycombinator.com/item?id=48667761

From their homepage:

> Detect AI-generated content with 99.98% accuracy.

Are they wrong?

Though I ran the numbers, and even with a 0.02% false positive rate, that works out to about 6000 students falsely accused every semester, per university.

lelanthran•49m ago
> > Detect AI-generated content with 99.98% accuracy.

> Though I ran the numbers, and even with a 0.02% false positive rate

They don't say that the false positive is 0.02%, only that the accuracy is 0.02%. All we know for certain is that the false positive and false negatives added together result in 0.02%.

stavros•56m ago
Lucid (https://www.writelucid.cc/) has a similar feature, though not for proving authorship, just for history. I don't know if you can definitively prove human authorship somehow.
40four•38m ago
I’ve been experimenting with a pet project that aims to solve this problem. “AI detectors” are certainly unreliable, I’m not sure they’ll ever get to a state where you can trust them.

I think concepts like this are the only reliable way to prove something was written by a human. A full replay like this is one way to do it. I think there are some other feasible ways to achieve this, maybe in combination with a full “replay”, but some sort of “proof of work” is the way to go I believe. As LLMs become more ubiquitous, I imagine products that solve the problem can be a real business opportunity.

Altern4tiveAcc•27m ago
Surveillance is worse than slop. Also seems like an disproportional use of resources compared to free formats and editors we already have today.

This product is in bad taste, and I hope it doesn't succeed.

josefritzishere•3m ago
AI writing is not writing and AI writers are also not writers.
ahofmann•59m ago
"It's still pretty obvious and still much worse than human prose"

You have no idea how many false positives and how many false negatives you have in your judgement. It is indeed impossible to differentiate between badly written human text and somewhat good written llm text.

lelanthran•51m ago
> You have no idea how many false positives and how many false negatives you have in your judgement.

The default LLM style is pretty deterministic. "Not X, Not Y. Just Z", etc.

There are phrases and cadences which are very rare in human prose (<5%) but unusually common (+95% occurrences in LLM prose). It is not unreasonable to look at content which is 95% LLM tells and conclude that that an LLM authored it.

I have noted, IRL, that those people who read very little, and only read when they have to (work docs, etc) are literally unable to tell that a piece of prose sounds like an LLM even when it has about 12 occurrences of "Not X. Just Y" or "Not X, Not Y. Just Z" in as many paragraphs.

Izkata•3m ago
It's really similar to special effects in tv/movies: Whenever there's something new it's hard to tell, but as we get used to it and start seeing the patterns it becomes easier to tell. The older the special effects are the more obvious it is. Quite often you can just kind of tell if something was special effects or practical effects without being sure why. And there are always some really well done ones that slip past everyone, or odd lighting that makes it look fake (a thread a day or two ago on here about a legal case involving a photograph, some people in the comments thought it was a painting).
tsss•49m ago
Or maybe 2 out of 3 guys you call "AI" actually wrote it themselves and you were too prejudiced to believe them.
•
39m ago
> And all of those are a fools errand, except meeting people face to face.

I agree, and that works for IRL only!

But what I am seeing online is a very large push for people to stop calling out obvious LLM prose. One can only guess at the motivations from people who are throwing tantrums that their LLM prose should be allowed, because it's their idea being discussed.

What I am not seeing is them acknowledging the extreme disrespected they are demonstrating for a community when they cannot even bother to type "their" idea.

IOW, if someone doesn't have the time to write it, then we should be making fun of them, shaming them and generally mocking them for losing the use of their brain in a public setting.

sscaryterry•48m ago
I'm really talking about social dynamics here, not what is legal or not. I'm suggesting that putting in these type of "checks" contribute not alleviate the problem.