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In memo, Alexandr Wang explains 600-worker layoff at Meta

https://www.sfgate.com/tech/article/meta-slashes-jobs-ai-team-21114971.php
1•Brysonbw•4m ago•0 comments

Think twice before using Comet browser: Security and privacy risks

https://tuta.com/blog/perplexity-comet-browser-security-privacy-risks
1•beeburrt•5m ago•0 comments

The Light of "The Brothers Karamazov"

https://www.newyorker.com/books/second-read/the-light-of-the-brothers-karamazov
1•lermontov•6m ago•0 comments

Annotated command-line interfaces in Python

https://github.com/tomouellette/anci
1•idontknowmuch•9m ago•0 comments

Overseas renminbi lending surges as China steps up campaign to de-dollarise

https://www.ft.com/content/4577100f-8b71-4647-8e7e-fead115d9552
3•petethomas•24m ago•0 comments

Play virtual tambola online with friends and colleagues

https://tambola.online/
1•remotemonk•26m ago•0 comments

Trump cancels trade negotiations with Canada over an ad

https://www.msn.com/en-ae/news/other/trump-abruptly-terminates-all-trade-negotiations-with-canada...
3•SanjayMehta•30m ago•0 comments

Pipe Logic

https://www.linusakesson.net/programming/pipelogic/index.php
2•KnuthIsGod•32m ago•0 comments

RFC 863 – Discard Protocol

https://datatracker.ietf.org/doc/html/rfc863
2•gurjeet•34m ago•0 comments

Trump says he is ending trade negotiations with Canada

https://www.ft.com/content/72c04f48-d221-487b-9858-1a35a577d880
2•zerosizedweasle•36m ago•1 comments

One List To Rule Them All – 100 CSS features from the past 5 years

https://nerdy.dev/cascading-secret-sauce
2•alwillis•38m ago•0 comments

Mechanical Principles (1930) by Ralph Steiner [4min selection] [video]

https://www.youtube.com/watch?v=mkQ2pXkYjRM
2•thunderbong•38m ago•0 comments

'Attention is all you need' coauthor says he's 'absolutely sick' of transformers

https://venturebeat.com/ai/sakana-ais-cto-says-hes-absolutely-sick-of-transformers-the-tech-that-...
4•achow•41m ago•0 comments

Redpoint Claims $1.8T Up for Grabs for AI Apps in New Report

https://www.upstartsmedia.com/p/redpoint-ai64-apps-cursor
1•gmays•47m ago•0 comments

Show HN: A Complete Dokploy Deployment Guide for Next.js Project

https://nexty.dev/docs/start-project/dokploy
1•weijunext•48m ago•1 comments

ChatGPT Usage Limits: What They Are and How to Get Rid of Them

https://www.bentoml.com/blog/chatgpt-usage-limits-explained-and-how-to-remove-them
1•bbzjk7•56m ago•0 comments

HN: Multi-Search Engine

https://instawarp.com/
1•moxscale•1h ago•1 comments

JupyterGIS breaks through to the next level

https://eo4society.esa.int/2025/10/16/jupytergis-breaks-through-to-the-next-level/
8•arjxn-py•1h ago•0 comments

Driven Down: Amazon delivery drivers and workplace technologies

https://www.dair-institute.org/projects/driven-down/
1•pmw•1h ago•1 comments

SHOW HN: Remember the last time you used Sticky Notes?

2•VatanaChhorn•1h ago•1 comments

Google's first carbon capture and storage project

https://blog.google/outreach-initiatives/sustainability/first-carbon-capture-storage-project/
1•radeeyate•1h ago•0 comments

Trump Imposes Sanctions on Russian Oil Companies

https://www.nytimes.com/2025/10/22/us/politics/trump-sanctions-russia-ukraine.html
3•Animats•1h ago•2 comments

US tariff negotiations with Canada terminated over advertisement

https://www.bbc.com/news/articles/cdjrlmd4pmeo
38•mlhpdx•1h ago•17 comments

I spent 200 hours building a Postgres chat client

https://elijahrogers.dev/2025/10/03/i-spent-200-hours-building-a-postgres-chat-client.html
2•_vaporwave_•1h ago•0 comments

Untapped Potential in the Java Build Tool Experience

https://javapro.io/2025/10/23/untapped-potential-in-the-java-build-tool-experience/
2•lihaoyi•1h ago•0 comments

IDEaS fictional intelligence contest: Polar paradigms 2045 – Defending Canada

https://www.canada.ca/en/department-national-defence/programs/defence-ideas/element/contests/chal...
2•neom•1h ago•0 comments

We are short DoorDash, Inc

https://img1.wsimg.com/blobby/go/cc91fda7-4669-4d1b-81ce-a0b8d77f25ab/downloads/b0a1f32a-9b7b-414...
4•tibbar•1h ago•0 comments

Tech PACs Are Closing in on the Almonds

https://www.astralcodexten.com/p/tech-pacs-are-closing-in-on-the-almonds
1•paulpauper•2h ago•0 comments

Purpose Designed for Scale: How We Built It – Lithic

https://www.lithic.com/blog/purpose-designed-for-scale-how-we-built-it
1•matthewbauer•2h ago•0 comments

To be replaced by AI is a choice

https://peter.demin.dev/12_articles/75-replaced-by-AI.html
2•peterdemin•2h ago•1 comments
Open in hackernews

Roc Camera

https://roc.camera/
42•martialg•2h ago

Comments

cma•1h ago
> Creates a Zero Knowledge (ZK) Proof of the camera sensor data and other metadatas

How do you stop someone from taking a picture of an AI picture? It will still come from the sensor.

radicaldreamer•1h ago
Maybe adding a depth sensor/lidar might fix this?
c0balt•1h ago
Probably look for display artifacts (pixel borders)?

But a fixture that takes a good enough screen + enough distance to make the photographed pixels imperceptible is likely just a medium hurdle for a motivated person.

You probably can't fully avoid it but adding more sensors (depth) will make such a fixture quite a bit more expensive.

zitterbewegung•1h ago
I’m not seeing what this is product is trying to solve? A zero knowledge proof to say it isn’t AI ? I think you could do this with a disposable camera or Polaroids and a photo scanner that makes the zero knowledge proofs .
JKCalhoun•1h ago
I love my medium format film cameras. I think everyone interested in photography should try it. Yashicas (just as an example of a company that made good medium format film cameras) are surprisingly affordable on eBay. I've had good luck buying from Japan, FWIW.
scrps•1h ago
I'll throw Mamiya 645 in there for a good medium format camera as well. Yashica is great, I own a Yashica Electro 35 and it is awesome no thought rangefinder.
varenc•1h ago
What proof is there that the photo scanner is scanning a genuine photo and not something AI generated that looks like a Polaroid?
sodality2•58m ago
What proof is there that this camera is photographing a genuine scene?

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

defrost•47m ago
If Elsie and Frances had the technology we could have a digitally signed zero knowledge proof that their photo's captured a genuine scene that included cardboard cutouts of fairies.

It was a real moment with objects that Bishop Berkeley could have kicked.

flomo•55m ago
Recalling an old scandal about an office copier/scanner which was doing some OCR cleanup and changing numbers.
bcraven•36m ago
https://news.ycombinator.com/item?id=6156238 (2013)

Interestingly it wasn't the OCR that was the problem but the JBIG2 compression.

ryanjshaw•1h ago
> A zero knowledge proof to say it isn’t AI

Seems like it.

> a photo scanner that makes the zero knowledge proofs

Presumably at some point the intention is to add other sensors to the camera e.g. for depth information.

jppope•1h ago
I can't tell does this have adversarial AI built in?
vlmutolo•1h ago
I wonder how this compares to similar initiatives by e.g. Sony [0] and Leica [1].

[0]: https://authenticity.sony.net/camera/en-us/

[1]: https://petapixel.com/2023/10/26/leica-m11-p-review-as-authe...

sbinnee•1h ago
I knew that Leica is generally expensive, but the model on the review is insanely expensive (over 10K USD?). It is not even comparable.
bcraven•39m ago
It's not the camera that is important though, but the technology:

https://spec.c2pa.org/specifications/specifications/2.2/inde...

nayuki•40m ago
Canon gave users the option to sign their photographs with "add original decision data". It got cracked.

* https://petapixel.com/2010/12/01/russian-software-firm-break...

* https://www.elcomsoft.com/presentations/Forging_Canon_Origin...

keyle•1h ago
This is rather expensive for what looks like a home 3D printed toy with some cute software.

Other than that it's a 16MP Sony CMOS, I'd expect a pretty noisy picture...

    How do I get my photos off the camera?
    
    Coming soon. We're working on export functionality to get your photos off the camera.
It would be more interesting if the software was open source.
Gigachad•1h ago
It wouldn't work at all as open source since you could just modify the source to sign your AI generated pictures.
drdaeman•54m ago
This is patently incorrect. Just remember the whole TiVo affair and reasons why GPLv3 was born. Source code availability does not guarantee ability to run it on the particular device.
pabs3•45m ago
The Software Freedom Conservancy thinks the GPLv2 guarantees the ability to modify existing GPLv2 software on a device, but does not guarantee the ability to still use the proprietary software running on top of that, and that the same applies with GPLv3. Reading the preamble of the GPLv2, I'm inclined to agree with them. Hasn't been tested in court yet though I think.

https://sfconservancy.org/blog/2021/mar/25/install-gplv2/ https://sfconservancy.org/blog/2021/jul/23/tivoization-and-t... https://events19.linuxfoundation.org/wp-content/uploads/2017...

a-dub•53m ago
it would. it would just require pki and a secure enclave that lives directly on the imaging chip to support it.
_def•43m ago
Is that possible with the chip used here?

> What are the camera's specs?

> The camera has a 16MP resolution, 4656 x 3496 pixels. It uses a Sony IMX519 CMOS sensor.

hn_throwaway_99•40m ago
> This is rather expensive for what looks like a home 3D printed toy with some cute software.

This attitude really rubs me the wrong way, especially on a site called Hacker News.

I think we absolutely should be supporting projects like this (if you think they're worth supporting), else all we're left with is giant corporation monoculture. Hardware startups are incredibly difficult, and by their nature new hardware products from small companies will always cost more than products produced by huge companies that have economies of scale and can afford billions of losses on new products.

So yes, I'm all for people taking risks with new hardware, and even if it doesn't have the most polished design, if it's doing something new and interesting I think it's kinda shitty to just dismiss it as looking like "a 3D printed toy with some cute software".

keyle•9m ago
Hey it's fine to make a 3d printed camera and cool stuff like that. It's another thing to make it a product that isn't shipping yet and asking $399 with closed source software.
cultofmetatron•1h ago
put this in a durable rangefinder form factor and it would be great as a journalism camera.
jeffamcgee•1h ago
If you take this to ILM's The Volume, you can prove that The Mandolorian is real.
d--b•1h ago
This looks like a hipster toy.

It’s possible that this could have value in journalism or law enforcement.

Just make it look the part. Make it black and put some decent lens on it.

Gigachad•1h ago
I'm pretty sure forensic cameras already exist for this purpose. And as far as I can tell, there isn't really any bulletproof way to do this other than embed a signing key in the camera and hope no one manages to extract it, rendering the whole thing pointless.

I guess you could have a unique signing key per camera and blacklist known leaked keys.

ChrisMarshallNY•55m ago
Canon and Nikon both did this. You paid a premium for a “signature analysis” app. The target was for things like law enforcement, where authentication was important.

They got cracked with a year or two. Not sure if they still offer the capability.

sbinnee•1h ago
I have been happily using fujifilm x100 for about 10 years now? I bought a second hand one for about $300. You can buy a decent camera cheaper than a smartphone, as it should be.
bobertdowney•1h ago
Could Apple or Google do this without updating their hardware? I see a relevant patent (US20220294640A1) and it looks like one of the inventors is at Google now.
akersten•1h ago
back in my day when we wanted to prove a picture was "real" (and not Photoshopped), we just posted the .NEF file
padolsey•1h ago
What concerns me most in the era of gen AI irt photography is journalism. We need truth, most especially when limited-means citizen journalism is the only reliable source of that truth.

But I feel like the only way to accomplish fool-proof photos we can trust in a trustless way (i.e. without relying on e.g. the Press Association to vet) is to utterly PACK the hardware with sensors and tamper-proof attestation so the capture can’t be plausibly faked: multi-spectral (RGB + IR + UV) imaging, depth/LiDAR, stereo cameras, PRNU fingerprinting, IMU motion data, secure GPS with attested fix, a hardware clock and secure element for signing, ambient audio, lens telemetry, environmental sensors (temperature, barometer, humidity, light spectrum) — all wrapped in cryptographic proofs that bind these readings to the pixels.

In the meantime however, I'd trust a 360deg go-pro with some kind of signature of manafacture. OR just a LOT of people taking photos in a given vicinity. Hard to fake that.

Fade_Dance•50m ago
This is probably one of those scenarios where if someone wants to fake it they're going to fake it (or at least it will be a never ending arms race, and I expect AI to keep close chase), while a basic security solution will suffice for 99% of use cases, including standard journalism. After all, skilled photoshop+computational tools can already do expert fakery in journalism. (Just look at the last Abroadinjapan video earlier today for a good callout of Photoshop editing to increase engagement).
petesergeant•41m ago
I wrote this about 7 years ago: https://github.com/pjlsergeant/multimedia-trust-and-certific...
esseph•37m ago
Mine isn't journalism, it's the court system.

Before long, it might be somewhat "easy" to prove anything.

simultsop•59m ago
For a moment I thought a software solution will be shared at the end. Did not expect a camera marketing.
positus•54m ago
It seems like one could just shoot film and make darkroom prints and accomplish the same thing?
seemaze•34m ago
pictorialists used the darkroom to distort reality more than a century ago!
modeless•52m ago
Seems to me that a camera like this is necessarily, at least in part, a closed system that blocks you from controlling the software or hardware on the device you supposedly own. It's hard for me to think this is a good direction. And as others have pointed out, it can't prevent attacks through the analog hole, e.g. photographing a display.

It's not feasible or desirable for our hardware devices to verify the information they record autonomously. A real solution to the problem of attribution in the age of AI must be based on reputation. People should be able to vouch for information in verifiable ways with consequences for being untrustworthy.

nixpulvis•45m ago
I don't think reputation gets you that far alone, we already live in a world where misinformation spreads like wildfire through follower counts and page ranks.

The problem is quality takes time, and therefore loses relevance.

We need a way to break people out of their own human nature and reward delayed gratification by teaching critical thinking skills and promoting thoughtfulness.

I sadly don't see an exciting technological solution here. If anything it's tweaks to the funding models that control the interests of businesses like Instagram, Reddit, etc.

altairprime•36m ago
> camera like this is necessarily, at least in part, a closed system that blocks you from controlling the software or hardware on the device you supposedly own

Attestation systems are not inherently in conflict with repurposeability. If they let you install user firmware, then it simply won’t produce attestations linked to their signed builds, assuming you retain any of that functionality at all. If you want attestations to their key instead of yours, you just reinstall their signed OS, the HSM boot attests to whoever’s OS signature it finds using its unique hardware key, and everything works fine (even in a dual boot scenario).

What this does do is prevent you from altering their integrity-attested operating system to misrepresent that photos were taken by their operating system. You can, technically, mod it all you want — you just won’t have their signature on the attestation, because you had to sign it with some sort of key to boot it, and certainly that won’t be theirs.

They could even release their source code under BSD, GPL, or AGPL and it would make no difference to any of this; no open source license compels producing the crypto private keys you signed your build with, and any such argument for that applying to a license would be radioactive for it. Can you imagine trying to explain to your Legal team that you can’t extract a private key from an HSM to comply with the license? So it’s never going to happen: open source is about releasing code, not about letting you pass off your own work as someone else’s.

> must be based on reputation

But it is already. By example:

Is this vendor trusted in a court of law? Probably, I would imagine, it would stand up to the court’s inspection; given their motivations they no doubt have an excellent paper trail.

Are your personal attestations, those generated by your modded camera, trusted by a court of law? Well, that’s an interesting question: Did you create a fully reproducible build pipeline so that the court can inspect your customizations and decide whether to trust them? Did you keep record of your changes and the signatures of your build? Are you willing to provide your source code and build process to the court?

So, your desire for reputation is already satisfied, assuming that they allow OS modding. If they do not, that’s a voluntary-business decision, not a mandatory-technical one! There is nothing justifiable by cryptography or reputation in any theoretical plans that lock users out of repurposing their device.

nixpulvis•49m ago
Am I just a crazy cynic or are ZK proofs here just a buzzword.

Like, how is this any different than having each camera equipped with a vendor controlled key and then having it sign every photo?

If you can spoof the sensor enough to reuse the key, couldn't you spoof the sensor enough to fool a verifier into believing your false proof?

d_silin•46m ago
You can absolutely sign the image with the on-camera certificate, for example, but that would too boring of a solution to hype.
nixpulvis•44m ago
See that's what I'm saying.
rukuu001•44m ago
Literally manufacturing trust eh?
wilg•40m ago
There's simply no technical solution to authenticating photographs as far as I can tell.

The only real solution I can think of is just to have multiple independent parties photograph the same event and use social trust. Luckily this solution is getting easier now that almost everyone is generally no further than 3 feet away from multiple cameras.

ares623•31m ago
I don’t know what this gives that a film camera with slide film loaded doesn’t.

Both cameras still allow “staging” a scene and taking a shot of that. Both cameras will both say that the scene was shot in the physical world, but that’s it.

I would argue that slide film is more “verifiable” in the ways that matter: easier to explain to laypeople how slide film works, and it’s them that you want to convince.

If I was a film or camera manufacturer I would try and go for this angle in marketing.

geor9e•7m ago
Can't find slide printing services easily put AI images onto slide film for you?

I think the point of this movement toward cryptographically signing image sensors is so people can confidently prove images are real on the internet in a momentary click, without having to get hold of the physical original and hiring a forensic lab to analyze it.

noyesno•27m ago
https://www.nikonusa.com/content/nikon-authenticity-service already exists?
alberth•23m ago
How does this differ from a kids digital camera that costs only 1/10th the cost.

Not trolling. Genuinely don’t understand.

https://www.amazon.com/Camera-Digital-Toddler-Christmas-Birt...

geor9e•13m ago
There is a movement to cryptographically sign images in order to prove that they are real raw photographs, by selling hardware in which the cryptographic key is placed close to the camera sensor to prevent tampering.

This is one attempt.