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Age Verification as Mass Surveillance Infrastructure

https://tboteproject.com/surveillancefindings/
225•rurban•2h ago•64 comments

Show HN: I built a tiny LLM to demystify how language models work

https://github.com/arman-bd/guppylm
593•armanified•12h ago•75 comments

France pulls last gold held in US for $15B gain

https://www.mining.com/france-pulls-last-gold-held-in-us-for-15b-gain/
243•teleforce•4h ago•144 comments

Gemma 4 on iPhone

https://apps.apple.com/nl/app/google-ai-edge-gallery/id6749645337
695•janandonly•17h ago•194 comments

Microsoft hasn't had a coherent GUI strategy since Petzold

https://www.jsnover.com/blog/2026/03/13/microsoft-hasnt-had-a-coherent-gui-strategy-since-petzold/
557•naves•19h ago•359 comments

An open-source 240-antenna array to bounce signals off the Moon

https://moonrf.com/
139•hillcrestenigma•9h ago•16 comments

The Intelligence Failure in Iran

https://www.theatlantic.com/national-security/2026/04/iran-war-intelligence-failure-trump/686694/
30•JumpCrisscross•1h ago•13 comments

Show HN: Real-time AI (audio/video in, voice out) on an M3 Pro with Gemma E2B

https://github.com/fikrikarim/parlor
132•karimf•18h ago•10 comments

One ant for $220: The new frontier of wildlife trafficking

https://www.bbc.com/news/articles/cg4g44zv37qo
58•gmays•3d ago•1 comments

The 1987 game “The Last Ninja” was 40 kilobytes

https://twitter.com/exQUIZitely/status/2040777977521398151
156•keepamovin•9h ago•104 comments

LÖVE: 2D Game Framework for Lua

https://github.com/love2d/love
330•cl3misch•2d ago•161 comments

Show HN: I made a YouTube search form with advanced filters

https://playlists.at/youtube/search/
257•nevernothing•12h ago•156 comments

Drop, formerly Massdrop, ends most collaborations and rebrands under Corsair

https://drop.com/
52•stevebmark•8h ago•14 comments

Is Germany's gold safe in New York ?

https://www.dw.com/en/is-germanys-gold-safe-in-new-york/video-75766873
123•KnuthIsGod•1h ago•113 comments

Number in man page titles e.g. sleep(3)

https://lalitm.com/til-number-in-man-page-titles-e-g-sleep-3/
47•thunderbong•3h ago•14 comments

Sheets Spreadsheets in Your Terminal

https://github.com/maaslalani/sheets
103•_____k•2d ago•22 comments

Running Gemma 4 locally with LM Studio's new headless CLI and Claude Code

https://ai.georgeliu.com/p/running-google-gemma-4-locally-with
304•vbtechguy•19h ago•75 comments

Signals, the push-pull based algorithm

https://willybrauner.com/journal/signal-the-push-pull-based-algorithm
74•mpweiher•2d ago•27 comments

Show HN: Gemma Gem – AI model embedded in a browser – no API keys, no cloud

https://github.com/kessler/gemma-gem
99•ikessler•12h ago•16 comments

Tiny Corp's Exabox

https://twitter.com/__tinygrad__/status/2040944508402360592
16•macleginn•1h ago•0 comments

Does coding with LLMs mean more microservices?

https://ben.page/microservices
42•jer0me•10h ago•34 comments

Case study: recovery of a corrupted 12 TB multi-device pool

https://github.com/kdave/btrfs-progs/issues/1107
79•salt4034•10h ago•36 comments

Ask HN: How do systems (or people) detect when a text is written by an LLM

8•elC0mpa•38m ago•2 comments

Why Switzerland has 25 Gbit internet and America doesn't

https://sschueller.github.io/posts/the-free-market-lie/
564•sschueller•18h ago•456 comments

Music for Programming

https://musicforprogramming.net
229•merusame•18h ago•103 comments

Show HN: Modo – I built an open-source alternative to Kiro, Cursor, and Windsurf

https://github.com/mohshomis/modo
66•mohshomis•12h ago•14 comments

Usenet Archives

https://usenetarchives.com
66•myth_drannon•11h ago•21 comments

Employers use your personal data to figure out the lowest salary you'll accept

https://www.marketwatch.com/story/employers-are-using-your-personal-data-to-figure-out-the-lowest...
277•thisislife2•12h ago•148 comments

A tail-call interpreter in (nightly) Rust

https://www.mattkeeter.com/blog/2026-04-05-tailcall/
173•g0xA52A2A•21h ago•42 comments

Eight years of wanting, three months of building with AI

https://lalitm.com/post/building-syntaqlite-ai/
823•brilee•23h ago•255 comments
Open in hackernews

Age Verification as Mass Surveillance Infrastructure

https://tboteproject.com/surveillancefindings/
222•rurban•2h ago

Comments

direwolf20•1h ago
Don't confuse the passport ID check with the "are you over 18?" checkbox. Both types of laws exist.
alliao•1h ago
what do governments get out of this? Like I get it from ad/commercial perspective, but I don't see how this is highly unpopular from governments and still being implemented
Noaidi•1h ago
It depends on the type of government. A totalitarian government gets control out of it.
andai•1h ago
The normalization of the nanny state.
Gigachad•1h ago
It’s not highly unpopular. When polled, the Australian public were in favour of banning kids from social media.

The harms of big tech, social media, and addiction mechanics are a lot more tangible to the average person than the anonymity aspect.

elric•1h ago
Age Verification and "banning kids from social media" are two different things. The former being an overzealous method of achieving the latter.

Parental responsibility and better parental controls would be a MUCH better way of going about this.

Of course, the polling public is blissfully unaware of the wide ranging consequences of such an Age Verification implementation. People will continue to pave the road to fascist hell with good intentions.

Gigachad•1h ago
What the public perceives it to be is the only thing that matters though. The OP question was asking how governments are getting this through, and the answer is the majority approve of what they see to be happening.

The average person is not thinking about the ability for journalists and whistleblowers to create anonymous Facebook accounts, they are thinking about Mark Zuckerberg trying to sell sex chatbots to their kids and discord pedo servers.

farfatched•50m ago
> Parental responsibility and better parental controls would be a MUCH better way of going about this.

Call we do all three?

Also, what about the irresponsible parents, or parents who don't have time/opportunity to be responsible over this issue?

crest•16m ago
You have to understand children are only cute little extensions of their parents until they 18, but on that day they better be ready for the real world™. /s
gnfargbl•1h ago
Age verification is highly unpopular amongst heavily online users, but the voting population overall is in favour: https://yougov.com/en-gb/daily-results/20250731-91334-2
stingraycharles•1h ago
Seems like even under young voters more people support it than being against it; 30% of people aged 18-23 are strongly in favor, 57% of people in that age group supports it.

I wonder why? Maybe these types of surveys don’t consider the implementation / what you need to give up in order to have age verification?

SkyeCA•12m ago
> I wonder why?

Because the internet, for all it's good, has caused society and individuals some pretty serious problems. I don't like the idea of mandatory age verification, but having unrestricted internet access as a kid was objectively bad for me and many of the people I know.

righthand•7m ago
That is your parent’s fault that it was bad for you. So don’t punish me or anyone else because you never learned control.
like_any_other•1h ago
Perhaps the voting population should first be made acutely aware of the extent of surveillance they are under, and how much age verification would expand that surveillance, and then be asked again.

They'll claim they already "know", but watch their opinion change after they get paper mail with a list of recently visited websites, or their words written on public or unencrypted chats, or their movement history thanks to phone spyware.

gnfargbl•1h ago
That's likely, but only if it's possible to materially articulate some specific negative ways in which age verification data is actually being used.

You and I can strongly suspect that there's a significant downside to these providers having so much sensitive personal data but, until that is proven, the voting population will only see the upside.

like_any_other•57m ago
The death of online anonymity isn't negative and specific enough?

People understand this intuitively - hire someone to obviously follow them everywhere, record everything they do (or only as much as current surveillance records), and they'll want to put a quick stop to it. Do the same thing, but out of sight, out of mind, and their correctly evolved instincts fail to carry over.

izacus•1h ago
Yp, similarly how gambling and smoking restrictions aren't popular among gamblers and smokers.
palata•1h ago
Disclaimer: talking about functioning democratic governments (obviously authoritarian governments are different).

We do regulate a lot of things to protect the people, especially the children. It's common to make it illegal for children to drink alcohol, smoke stuff and drive vehicles, and it seems completely natural for many of us. We usually don't say "it should be legal for a schools to sell cigarettes and whisky to kids, because it's the responsibility of the parents to educate their kids".

The same applies to the Internet: just like we don't want children to be able to buy porn in a store, we don't want them to be able to access porn on the Internet. Or, more recently, social media. So the obvious idea to prevent that is to do what we do in store: age verification.

The problem on the Internet is mass surveillance, and done incorrectly, age verification adds to that. Technically, we can do age verification in a privacy-preserving way, but:

- Politicians are generally not competent to understand "the right technical way", and the tech giants do benefit from surveillance. Even if they mean well, it's hard for them to take the right decision out of incompetence.

- In some big countries that tend to set the technical norms (e.g. the US), many people completely distrust the government. But private companies have no interest in implementing the privacy-preserving solution, so the only viable way is with the help of government regulations (I would argue that the government should be the ones owning the service).

- The vast majority of people, including the vast majority of politicians, do not understand and do not give a damn about surveillance capitalism. It just does not exist for them. And in those conditions, there is of course no reason to even consider a privacy-preserving solution, because it is technically more complex.

I strongly believe that in many countries they mean to do well. They are just not competent to understand the problem, and they turn to tech giants who do understand it, but have an interest in making sure that the politicians implement it wrongly.

gausswho•45m ago
In the case of government representatives' role, I think you've reached for Hanlon's razor incorrectly. Malice better explains what is happening here than ignorance. The actual representatives are cardboard with makeup - they each have a whole team of folks doing the detailed diligence on this stuff. That team knows there's a privacy-preserving way to do this. There's a reason those solutions are not the ones on offer. Corporate regulatory capture is behind all of this.
raincole•1h ago
This is highly unpopular... on HN. Which heuristically implies it's popular in the real world.
apples_oranges•1h ago
So to avoid it all I have to do is stop using social media? LGTM
c7b•1h ago
And operating systems...
Noaidi•1h ago
....and email....
musha68k•1h ago
Creeping normalcy into the substrate:

>Stores the user's birth date for age verification, as required by recent laws in California (AB-1043), Colorado (SB26-051), Brazil (Lei 15.211/2025), etc.

[MERGED]

https://www.theregister.com/2026/03/24/foss_age_verification...

As a parent: the hard-won lesson is that most of this threat surface shrinks when you're genuinely present (listen/talk/educate).

p2detar•1h ago
While I agree with you to a very much degree, the last thing teens usually do is listen to their parents. It’s not that simple.
bookofjoe•33m ago
See also: 'Euphoria'
p2detar•1h ago
> Every copy of the Persona SDK contains a hardcoded AES-256-GCM encryption key in TrackingEventUtilsKt.java line 22

Seems like a pretty big fuck up, if so. I wonder why did they not use asymmetric encryption.

tom-blk•1h ago
There have been pushes to implement similar instances of this for a while now. If this turns out to not be successful, expect futher efforts in a similar guise
kungito•1h ago
the internet is not the same as it was 20 years ago. the average person is now online, but they werent before. they dont understand where they are and need protection. there is still space on the internet, or whatever the next place will be, for the enthusiasts and other minorities. if we lose internet, something new will pop up. also, 20 years ago i didnt care so much about privacy on the internet, i just needed a cultural filter for the community im engaging with. privacy has always been a game of cat and mouse. 0 chance things stay the same for long
Findecanor•1h ago
I wonder if not private age verification could not be solved with the right cryptographic protocol.

You would have to register using a digital ID with a government agency, to get a age certificate. Most European countries already have digital IDs, used for all sorts of things: such as taxes, online banking etc.

Then that certificate could be used in some sort of challenge-response protocol with web sites to verify your age, creating a new user ID in each session but without divulging anything that identifies that particular certificate.

I'm afraid that the alternative would be that social media would instead require login with the digital ID directly.

verisimi•1h ago
Always with the increasing government control. Heaven forbid people go online without training wheels. We need safety nets everywhere - a grazed knee means the state failed.
the_real_cher•57m ago
In my opinion public private key is the base of all identification should be done.

You keep your own private key and the government has your public key.

rmnclmnt•50m ago
Agreed. But would mean having to educate people on security, privacy and computing in general… Pretty sure most government like having most people uneducated on such things
the_real_cher•20m ago
I feel like you could do it in an app or a card with an NFC chip.

People don't have to know security or cryptography to do their banking online.

Either way it would be infinitely better than the current social security number situation we have.

kkfx•43m ago
On which hw? Because a smart-card (if open hardware and FLOSS) might be safe, certainly not a smartphone.
JimDabell•49m ago
This is what Verifiable Credentials are for.

https://walt.id/verifiable-credentials

kkfx•44m ago
And what exactly would be the purpose of age verification? Because defining someone "mature" based on their age is pretty hit-and-miss: we have plenty of adults, even of a certain age, who it's hard to imagine have ever finished adolescence, for instance. On paper, they are absolutely of age. We also had a certain Alexander the Great, emperor of a large part of the planet at 20. We had 13-year-old Pharaohs active in government.

We also have gazillions of examples of apparently innocent rules being used to boil Chomsky's frog, one small temperature rise at a time. For the first time in a long while, I'm starting to sense a certain fanaticism on this topic here on HN, which sounds very much like the molecular agitation when water starts to boil.

uniq7•43m ago
In your proposed scheme, it is in the best interest of web sites to store the certificates from users indefinitely, since it's the only evidence they have that prove that their users are not minors.

Since authorities have the power of accessing that data and identify the user who created the certificate, this scheme is not anonymous.

Authorities can access that data via court orders today, or via a global automatic mandatory data sharing law in the future.

In the example of USA, even if for some reason people still trust the current Government (although ICE already accessed private medical records to track and arrest people), I don't see why they should trust all future Governments which will have retroactive access to all that data.

Epa095•14m ago
So let's make it illegal to keep the tokens more than e.g 6 months.

We should not underestimate the power of the legal system to enforce freedom and anonymity. And on the flip side, it's hard to create a technical system which can actually withstand the force of the government if it chooses to come after you.

I believe the correct battlefield for freedom is the political one, in the end it decides everything. And neither guns nor technical tricks can secure freedom against a tyrannical state.

Wuth that said, it does tickle the curiosity to think about! A technical-political solution could be to introduce a new actor, the broker. It sits between the webpage and the age-verifier, receiving the age-verification, but then giving it's own proofs to the webpage (so acting as a trusted middleman). Now to match up visitors with identities you need to get the data from both the webpage, the broker and the age-verifier.

You could imagine that the broker were in a different jurisdiction, maybe even one without a close cooperation with the government. Maybe people could even choose their own brokers (among certified ones).

sneak•39m ago
You misunderstand. The child protection angle is just a cover story. The actual reason for this legislation is to ban anonymous publishing; to ensure that every post on the internet can be linked back to an identity for retaliation.

Verified anonymous age credentials don’t allow for this, so they don’t matter.

The negative privacy implications are the primary features of these laws, not a bug. It is intentional.

Xelbair•32m ago
I hate this approach to them problem, because it is not a technical problem.

Because it focuses on technical aspects and accepts the premise of 'age verification must be solved'. It doesn’t, and discretion what content and and what age children and teenagers can consume should be up to parents.

Not government, nor corporations.

chii•29m ago
"but we can't trust the parents to protect the children!"
coffeefirst•29m ago
You don’t need anything this elaborate.

Set parental controls on set up, pass a single flag to websites and apps, similar to the Global Privacy Control.

No privacy is lost. Control is handed to the device owner, and implementation is technically trivial.

Epa095•13m ago
Would it not be trivial to make a webpage which proxies sites but with the headers removed, bypassing the whole thing?
mirpa•14m ago
All you need is one authority which defines who can verify age threshold (government). Those who can verify age threshold need to know your age and identity (bank). Those who are bound to restrict access based on age only need to know in which country you live (website). Nothing else is needed eg. bank, identity and age is not known to the website, website is not known to your bank or government.
progval•1h ago
I wish people would stop sharing this website, their research is massively written by LLMs and looks good at a glance, but it goes in every direction at the same time and lacks logical connections. And the claims don't really match their sources.

Their initial publication was backed by a Git repository with hundreds of pages of documents written in just three days (https://web.archive.org/web/20260314224623/https://tboteproj...). It also contained nonsense like an "anomaly report" with recommendations from the LLM agent to itself, which covers an analysis of contributors to Linux's BPF, Android's Gerrit, and parser errors in using legislative databases. https://web.archive.org/web/20260314103202/https://tboteproj... . The repository was rewritten since, though.

This post follows their usual pattern. The second source they link to has been a dead link for 11 months (https://web.archive.org/web/20250501000000*/https://www.pala...). There's a lot about Persona's design, MCPs, vulnerabilities, data leaks, but nothing proving they use it for mass surveillance. The entire case for it being mass surveillance rests on two points: that they interact with AI companies and they offer MCP endpoints (section titled "Persona's Surveillance Architecture")

caaqil•49m ago
It's currently #1 on the front page too. HN drowning in AI slop, what a sight to behold.
Esophagus4•39m ago
It seems like there are a few stories HN will really bite on:

- age verification

- chat control

- RTO vs. remote work

- AI bubble

- ditching American tech

armchairhacker•9m ago
I support a rule to ban AI-generated/edited posts.

Initially I thought they'd be fine, because AI-generated isn't intrinsically an issue and the comments can be good. But in practice, the AI posts tend to be slop, and usually there's a better human-written source for the same topic (for example, one of the many other recent "age verification is mass surveillance" posts here).

akdev1l•42m ago
seems a lot of people already consumed this as truth.

In the meantime a FOSS maintainer who is just trying to put the pieces in place to comply with the law (as written) got doxxed and harassed.

I hate it here

cromulent2•36m ago
Thank you. Investigative journalism is so important and I would happily believe some of the claims made here, but when I encounter even just a few sentences that sound LLM-written, suddenly I don't trust any of the statements in the source anymore. This site goes way beyond that, with a vibe-coded UI and generated articles. There might be value in what's reported here, but currently it requires a lot of work from the reader.
rurban•7m ago
You dont trust LLM's, writers with an IQ and knowledge much higher than ours? /s
shrubble•1h ago
The root password to the Constitution is “ITs4daChildren!”
villgax•1h ago
It’s good that for non SFW stuff you do the need the internet anymore, just 72GB VRAM for all modalities. Public internet only for news/payments. Everything else can be offline, no more npm or React garbage needed either for frontend.
ck2•44m ago
There is a very simple alternative to age verification

WHO IS PROVIDING INTERNET TO A CHILD

they are liable

there's no such thing as free open access internet without someone paying the bill

unless it can be demonstrated the child stole internet somehow, hacking, etc.

then the person providing the internet is liable for the child's activity

Same if you aren't going to supervise your child and they come home for hours after school and watch porn on the TV

They don't age verify to get cable TV

If you have a credit card, you are an adult

Someone is paying the bill, they are the adult, they are responsible

farfatched•25m ago
What if the parent is not responsible?

Should society help the child, by making it more difficult for them to access harmful material, in the same way we age verify alcohol?

What if the parent is responsible, but finds themselves in a situation where they don't have the time/ability to either educate or set up robust controls? Should we make their responsibilities easier?

toenail•10m ago
With this line of reasoning you can just take away any agency from individuals and put it into the hands of the state, which leads to totalitarianism.
razodactyl•34m ago
LLM feedback loops are scary because they self-reinforce by training over their own data drift and vulnerable people interface with the noise and follow the downward spiral.
incomingpain•8m ago
To ban 16 and younger from social media will require every user to be identified.

The social media also cant just do it themselves with a box, "are you over 16, yes no" they will require to identify against the government.

Essentially this makes it so that every user's actual ID is being tracked. Fully intended to control speech online.