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Dark web agent spotted bedroom wall clue to rescue girl from abuse

https://www.bbc.com/news/articles/cx2gn239exlo
166•colinprince•2h ago

Comments

blahaj•1h ago
You can do the same yourself here: https://www.europol.europa.eu/stopchildabuse
belter•42m ago
I have reported the person currently holding the US Presidency.
belter•20m ago
https://apnews.com/article/trump-rape-carroll-trial-fe68259a...

"Judge says E Jean Carroll allegation Trump raped her is ‘substantially true’ in court dismissal" - https://www.theguardian.com/us-news/2023/aug/07/donald-trump...

stronglikedan•6m ago
None of that even makes sense when you look at who is involved.
GaggiX•32m ago
There is only one location shown in the images, in the past there were several and much clearer, I cannot image how difficult it must be to find it if the europol cannot find it in 2026.

Old thread for context: https://news.ycombinator.com/item?id=19469681

puttycat•1h ago
> They contacted Facebook, which at the time dominated the social media landscape, asking for help scouring uploaded family photos - to see if Lucy was in any of them. But Facebook, despite having facial recognition technology, said it "did not have the tools" to help.

Willing to bet my life savings that they are able to do exactly this when the goal is to create shadow profiles or maximize some metric.

garbawarb•1h ago
> From that list of 40 or 50 people, it was easy to find and trawl their social media. And that is when they found a photo of Lucy on Facebook with an adult who looked as though she was close to the girl - possibly a relative.

It sounds like Facebook was a huge boost to the investigation despite that.

defrost•1h ago
Facebook did nothing to assist in narrowing a search area.

What Facebook actually did was host images .. so that after the team narrowed a list down to under 100 people they could look through profiles by hand.

It may as well have been searching Flickr, Instagram, Etsy, etc. profiles by hand.

garbawarb•38m ago
Yes, and if Facebook didn't exist, presumably these images connecting the abuser to the victim wouldn't have been available anywhere for the investigators to find.
1024core•1h ago
Facial recognition is very powerful these days. My friend took a photo of his kid at the top of Twin Peaks in SF, with the city in the background. Unfortunately, due to the angle, you could barely see the eyes and a portion of the nose of the kid. Android was still able to tag the kid.

I feel like Facebook really dropped the ball here. It is obvious that Squire and colleagues are working for the Law Enforcement. If FB was concerned about privacy, they could have asked them to get a judicial warrant to perform a broad search.

But they didn't. And Lucy continued to be abused for months after that.

I hope when Zuck is lying on his death bed, he gets to think about these choices that he has made.

Onavo•1h ago
When people on hacker News talk about requiring cops to do traditional police work instead of doing wide ranging trawls using technology, this is exactly what they meant. I hope you don't complain when the future you want becomes reality and the three letter agencies come knocking down your door just because you happened to be in the same building as a crime in progress and the machine learning algorithms determined your location via cellular logs and labelled you as a criminal.
hsbauauvhabzb•55m ago
There’s a pretty big difference between surveillance logging your every move your and scanning photos voluntarily uploaded to Facebook.

No, I don’t like Facebook using facial recognition technology, and no I don’t like that someone else can upload photos of me without my consent (which ironically could leverage facial recognition technology to blanket prevent), but these are other technical and social issues that are unrelated to the root issue. I also wish there were clear political and legal boundaries around surveillance usage for truly abhorrent behaviour versus your non-Caucasian neighbour maybe j -walking triggering a visit from ICE.

Yes, it’s an abuse of power for these organisations to collect data these ways, but I’m not against their use to prevent literal ongoing child abuse, it’s one of the least worst uses of it.

wat10000•48m ago
The grim meathook future of ubiquitous surveillance is coming regardless. At the very least we could get some proper crime solving out of it along the way.
alephnerd•1h ago
> I feel like Facebook really dropped the ball here

This case began being investigated on January 2014 [0], which means abuse began (shudder) in 2012-13 if not earlier.

Facebook/Meta only began rolling out DeepFace [1] in June 2015 [2]

Heck, VGG-Face wasn't released until 2015 [3] and Image-Based Crowd Counting only began becoming solvable in 2015-16.

> Facial recognition is very powerful these days.

Yes. But it is 2026, not 2014.

> I hope when Zuck is lying on his death bed, he gets to think about these choices that he has made

I'm sure there are plenty of amoral choices he can think about, but not solving facial detection until 2015 is probably not one of them.

---

While it feels like mass digital surveillance, social media, and mass penetration of smartphones has been around forever it only really began in earnest just 12 years ago. The past approximately 20 years (iPhone was first released on June 2007 and Facebook only took off in early 2009 after smartphones and mobile internet became normalized) have been one of the biggest leaps in technology in the past century. The only other comparable decades were probably 1917-1937 and 1945-1965.

---

[0] - https://www.bbc.co.uk/mediacentre/2026/bbc-eye-documentary-t...

[1] - https://research.facebook.com/publications/deepface-closing-...

[2] - https://www.cbsnews.com/news/facebook-can-recognize-you-just...

[3] - https://www.robots.ox.ac.uk/~vgg/data/vgg_face/

__loam•1h ago
Facebook rightly retired their facial recognition system in 2021 over concerns about user privacy. Facebook is a social media site, they are not the government or police.
Aurornis•46m ago
> I feel like Facebook really dropped the ball here

This story was from more than a decade ago.

Facebook had facial recognition after that, but they deleted it all in response to public outcry. It’s sad to see HN now getting angry at Facebook for not doing facial recognition.

> I hope when Zuck is lying on his death bed, he gets to think about these choices that he has made.

Are we supposed to be angry at Zuckerberg now for making the privacy conscious decision to drop facial recognition? Or is everyone just determined to be angry regardless of what they do?

Gigachad•33m ago
Google photos has the advantage of a limited search space. Any photo you take is overwhelmingly likely to be one of the few faces already in the library. Not to say facebook couldn't solve the problem. But the ability of Google to do facial recognition with such poor inputs is that it's searching on 40~ faces rather than x billion faces.
fwipsy•27m ago
Can confirm, have seen Google photos misidentify strangers. I'm sure better technology exists, but Google's system has weaknesses.
belorn•7m ago
I would hazard a guess that the facial recognition will limit the search scope to people associated (to some degree) with your friends account and some threshold of metrics gathered from the image. I doubt it is using a broad search.

With billions of accounts, the false positive rate of facial recognition when matching against every account would likely make the result difficult to use. Even limiting to a single country like UK the number could be extremely large.

Let say there is a 0.5% false positive rate and some amount of false negatives. With 40 million users, that would be 200 000 false positives.

Aurornis•48m ago
Facebook shut down their facial recognition program in 2021 and deleted the data in response to public frustrations.

It’s really sad now to see people getting angry at Facebook not having facial recognition technology.

Beestie•9m ago
I can't help but notice the exact wording of FB's response - or rather what they didn't say.

If someone asks me to do them a favor, I have basically three options for a reply:

• I can and I will;

• I can but I won't; or

• I am not able to.

FB's answer was not option 3.

dotancohen•45m ago
The fine article actually ends with this text:

  > The BBC asked Facebook why it couldn't use its facial recognition technology to assist the hunt for Lucy. It responded: "To protect user privacy, it's important that we follow the appropriate legal process, but we work to support law enforcement as much as we can."
throwaway5465•1h ago
This speaks volumes of the moral values of Facebook vs the brick industry.
fidgetstick•4m ago
> "He goes: 'Bricks are heavy.' And he said: 'So heavy bricks don't go very far.'"

Move slow, build things.

xvxvx•1h ago
Related: A researcher for Meta, the parent company of Facebook and Instagram, warned executives at the tech giant that there may be upward of 500,000 cases of sexual exploitation of minors per day on the social media platforms.

https://www.foxbusiness.com/lifestyle/meta-researcher-warned...

Who needs the dark web when Meta exists and is protected by the US government?

Edit: downvotes? Lol

plagiarist•1h ago
TBF these easily could be cases of Meta protecting the US government rather than vice versa.
zmgsabst•1h ago
I always need to contextualize these numbers:

- there are 2.4B under 18 globally

- which means 500k is 0.02% of all children

- or around 1 in 5000 children globally, per day

- if evenly distributed (which is unlikely), then roughly 7-8% of all kids would feature in Meta exploitation yearly

That suggests very high reoccurrence; but even reoccurrence suggests the total rate remains quite high. A reoccurrence rate of 100x would suggest that roughly 1 in 1000 kids is exploited on Meta, yearly.

Anyway, disturbing.

jsheard•1h ago
See also: the 17-strike policy for sex trafficking.

https://eu.usatoday.com/story/tech/2025/11/22/meta-strike-po...

xvxvx•1h ago
Unbelievable. I mean, believable.. but WTF?
Nextgrid•1h ago
Note: the "agent" the title refers to has nothing to do with an AI/LLM agent. Originally I thought this had something to do with an AI agent, as if someone put an AI agent in charge of identifying dark web pictures for clues. It's a good story nevertheless and I'm glad the victim was rescued, but nothing to do with AI/LLMs.
dafelst•51m ago
The term "agent" with regards to law enforcement substantially predates "agent" in the context of AI.
changoplatanero•1h ago
Was this guy law enforcement? How did he get the addresses of everyone who had bought that model of couch?
tintor•1h ago
From the article: "Squire works for US Department of Homeland Security Investigations in an elite unit ..."
1024core•1h ago
FTA:

> Squire works for US Department of Homeland Security Investigations in an elite unit which attempts to identify children appearing in sexual abuse material.

jeremyjh•1h ago
Strange to think that right now, the people doing that work are not getting paid for it.
estearum•57m ago
DHS? There are a lot of different orgs doing this type of work, but I'm pretty sure (nearly?) all of them are getting paid to do it.

Horrific job though.

rootusrootus•48m ago
Probably a reference to the shutdown.
nebezb•1h ago
I’ve spent just a teeny bit of time helping international ICE investigators (not that one; internet child exploitation) postpone PTSD with technology. It seems like after two years of their job, they’re going to have a mental break. So postponing is all you can really do.

It’s disheartening how underfunded these agencies are compared to, what feels like at least, the severity of the crimes they’re up against.

These folks are heroes. This is one place AI has a lot of potential (but very little commercial value).

Gigachad•1h ago
Moderation feels like the one of the most ethical uses of AI. Being able to prevent a lot of the worst content from being posted and preventing people from being exposed to it.
itishappy•17m ago
Another comment mentioned ICE as well, so I've been looking into it, and imagine my surprise to learn that ICE (yes that one) has been working in this space since since the Obama admin. Huh.

https://www.ice.gov/careers/hero

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

1024core•1h ago
I'm wondering why they didn't cross reference the addresses they had from the furniture stores with those of registered sex offenders, as this abuser turned out to be? And further intersect that with "Flaming Alamo" brick houses??
alephnerd•55m ago
From TFA: "Initially Squire was ecstatic, expecting they could access a digitised customer list. But Harp broke the news that the sales records were just a "pile of notes" that went back decades."
ggm•1h ago
periodically the various forces tackling CSAM release images which are ENTIRELY SFW, and are purely of a jersey, a backpack, a location, a tea setting, and ask people to tell them things: Was this available in Belgium? Did you ever see this in a second hand shop? Do you recognise the logo on this bag?

Information inside images is useful for this kind of struggle to identify victims of crime.

normie3000•40m ago
Sounds a bit more productive than Wordle. How can we get involved?
nebezb•24m ago
https://www.europol.europa.eu/stopchildabuse
vzaliva•1h ago
First of all, sorry to hear about the poor girl’s ordeal, and I’m glad she was rescued. But after reading about all that complicated digital sleuthing, it basically comes down to this:

"The team realised that in the household with Lucy was her mother’s boyfriend - a convicted sex offender."

I feel like the police should’ve started there: cross-referencing people in her close circle against a list of known sex offenders.

Macha•1h ago
It sounds like they had the abuse images but not her name or identity - hence asking Facebook to identify her via facial recognition search.
mmooss•1h ago
I don't think they knew who Lucy was. Otherwise the search would have been much narrower and faster than 'everyone who bought this sofa'.
Aurornis•1h ago
Am I reading this correctly that the address where they found the child was where her mother’s boyfriend was living?

> "So we narrowed it down to [this] one address… and started the process of confirming who was living there through state records, driver's licence… information on schools," says Squire.

> The team realised that in the household with Lucy was her mother's boyfriend - a convicted sex offender.

There’s a lot of focus on Facebook in the comments here, but unless I’m missing something the strangest part about this story was that the child’s mother was dating a convicted sex offender and they had to go through all of this process to arrive at this? It’s impressive detective work with the brick expert identifying bricks and the sofa sellers gathering their customer list, but how did this connection not register earlier?

EDIT: As others have pointed out, the wording is confusing. They made these connections to the identity only after identifying the house

Macha•1h ago
I think the order went finding the house first and only then were they able to identify the victim (and consequently the offender)
Scipio_Afri•1h ago
Exactly, it sounds like they didn't know who the girl was from photos alone; "Lucy" was just a name they gave the victim.
Aurornis•1h ago
That would make sense. Thank you.
rectang•55m ago
There's also a lot of "WHY AREN'T YOU FOCUSING ON THE MOTHER?" whataboutism in the comments, which I find appalling. The article was about something else, and who knows what her circumstances were.
Aurornis•50m ago
Most crimes like this are, sadly, committed by someone who has some connection to the family. It’s standard to investigate connections first. That’s not “appalling” to suggest, it’s just a sad reality of these crimes.

They should be focusing on everyone connected to the family if known. It would be negligent not to.

The confusion came from the way the article was written. They didn’t know the identity until afterward.

phire•53m ago
Sex offender registries are just registries. They only work if someone decides to actually do a query. It might prevent them from getting a childcare job, but it doesn't really prevent them from accessing children at all.

The registers are also massively bloated, some people get put on them for nothing more than public urination.

The only sex offenders who actually get regular checks that might identify this type of thing, are those on parole, or similar court ordered programs.

Aurornis•50m ago
The salient point was that the person was in a relationship to the child’s mother.
phire•48m ago
They didn't know who the child was, yet alone the mother. All they had were photos of an unnamed girl being abused.
Loudergood•11m ago
Indeed, he may not have even been on the lease or title of the residence.
jiqiren•38m ago
How many of these sex offenders bought this couch and live close to this brick factory in homes built in that time period?
phire•14m ago
About 0.3% of the adult population is on registries in the US.

With 40,000 couch sales, there would be roughly 120 sex offenders would have bought that couch. You can see what I mean about the registries being bloated.

Doesn't really narrow things down until you add the brick factory, but then they already had it down to 40 houses.

But it's a mistake to even assume the couch was bought by the same house as the offender. The offender could just be visiting, or the couch could have been moved to a different house since purchase (sold second hand, or the owner moved). And you are assuming the offender had been caught before, or was even on the sex offender registry for abusing children.

roysting•14m ago
I think what is confusing is likely that the investigators/detectives were probably trying to make sure that the girl was actually in the house where the sex offender was registered or technically living, and not maybe kept somewhere else. A lot of detective work is building the case, but also confirming what you believe is actually true and you need the evidence to also request the warrant on factual grounds. They could have busted in the door of that house and found that there was no such brick to be found anywhere and the girl was sold off to someone else or something like that.

It’s really rather sick and deranged though that this kind of dynamic of women with children associating with sex offenders is not exactly rare. Frankly, I hope the mother was also charged.

MisterTea•5m ago
Right but I'll be honest, I've never thought about looking up the people I've dated in the past. No one really talked about it when I was younger. I don't remember my mother telling me to do criminal background checks on people I'm seeing.

Happened to me. Went out with somebody who turned out to be a serial shop lifter who operated with a small gang of other shop lifters. Everything looked fine up front until they disappeared when we had plans without contact for days. Thought I was ghosted. Turns out they were arrested.

A friend went out with someone who destroyed his car after he broke up because she was violent twords him. He had to get a restraining order. A friend of his dug up a link to a FL police site. Turns out she did a little time down there for assaulting another woman, beating her with a coat rack during a fight. He never thought to look her up either and she seemed nice at first. Shit happens. Don't blame the victim for not being paranoid that everyone they're dating might be a criminal. Especially even there are damn good liars out there.

eastbound•26m ago
> the strangest part about this story was that the child’s mother was dating a convicted sex offender

70.6% of beaten children are beaten at the mother’s custody. Most often it turns out the choice of companion of the mother is inappropriate. While many see that as blaming the mother and it is a huge taboo in our society, it is such a huge humanitarian problem that it’s worth educating women better over that specific problem, and taking sanctions if necessary.

70.8% in the case of death. Source: CDC 2001-2006 if I remember. Incoming: Many ad-hominem about the source, it’s a problem that never gets addressed.

rectang•18m ago
> While many see that as blaming the mother

Yes, that's how I see it.

> it is such a huge humanitarian problem that it’s worth educating women better over that specific problem, and taking sanctions if necessary.

"Sanctions"? This is an article about successful digital sleuthing, but your takeaway is that we need to punish the mother?

sciencesama•1h ago
Not sure how we can help such heros !! These are the people that make the world a better place !!
doodlebugging•55m ago
This is an old story about an old investigation. It is old news dredged up to try to win sympathy for DHS/ICE. It is propaganda resurrected to make DHS look useful.

They cherry-picked a story that they knew would win public sympathy since no one wants a child molester to run free. Lets show a time when an agent solved a case for an excellent outcome.

Pick a DHS/ICE story from this year and see what kind of dystopic shitshow you report on.

This is propaganda. Gullible people fall for this shit every day. Put some thought into the context before you swallow the turd.

refulgentis•55m ago
Submitter is Canadian and re: America, posted "I read recently that Patrimonialism is a good way of describing the current regime" about 10 months ago.

Doesn't sound like paid DHS/ICE psyopper.

Any reason to think it is?

EDIT: Got the "you're posting too fast", so in reply to OP below:

> Submitter's nationality has nothing to do with it nor does his post history. WTF

Well, yes it does, its exculpatory evidence for a stranger you publicly accused of dredging up the news to try and win sympathy for DHS/ICE. (twice now)

Original post, by you: "It is old news dredged up to try to win sympathy for DHS/ICE." This post, by you: "why do they need to dredge it up today?"

morkalork•40m ago
From the fine article itself:

>Within hours, local Homeland Security agents had arrested the offender, who had been raping Lucy for six years.

refulgentis•37m ago
The claim is that an article was submitted intentionally to manipulate public perception of DHS.

We can't relax the claim to "well, it says DHS found a pedo, so it's propaganda ipso facto, because DHS did something good": they specifically argue the submission was the propaganda, specifically because it'd be absurd to claim it was published as DHS propaganda. (it's an article by the BBC)

pgalvin•30m ago
Are you suggesting that the BBC, the world service arm of a British public broadcaster (that is editorially independent from the state and even the wider BBC), began spending five years filming a documentary across the US, Portugal, Brazil, and Russia, just so that they could secretly support a US government agency half a decade before it became embroiled in controversy?
doodlebugging•25m ago
Submitter's nationality has nothing to do with it nor does his post history. WTF

I suggest you read the article as it appears from your initial (pre-edit) reply that you didn't. Put this in context with contemporary events involving DHS/ICE and assimilate the knowledge that the story related happened more than 10 years ago. Then ask yourself, since this same story was already reported more than a decade ago, why do they need to dredge it up today?

Do some critical thinking so that you don't come across as a gullible shill.

pgalvin•15m ago
You are wrong, this same story was not reported more than ten years ago. The article is not a report of a man being arrested, tried, and sentenced (doubtless the extent of reporting in local news when it happened). This article is about the wider background of one story, of many, from a behind-the-scenes documentary that has been filmed over the last five years and just released.

Did Britain's public broadcaster decide, half a decade ago, to begin making this documentary so that they could secretly and nefariously support a US government agency long before it was embroiled in its current controversies?

rootusrootus•50m ago
Propaganda made by the BBC to make DHS look good? You are awfully cynical.
amatecha•42m ago
What better way to bolster your reputation than to get your buddies to prop you up with fluff pieces? Also: https://en.wikipedia.org/wiki/Five_Eyes
rootusrootus•19m ago
Are the Europeans suddenly willing to kiss the ring? They don’t otherwise seem to be buddies right now.
doodlebugging•34m ago
>You are awfully cynical.

A cynic is simply a realist who has seen too much shit. I am a firm realist. I see the world as it is and hope that others will come along to help make it better but I don't naively hold my breath.

DHS needs a win in the public's eyes. BBC has the air of a trusted platform. It is no big stretch to make the connection that dredging up an old story about tracking down and capturing a pedo using an elite DHS unit would be a useful tool to win back some public support. You notice that there are no dates given in the article so the reader has no way to know that this went down years ago. It looks new and fresh.

Propaganda. I don't have to be gullible so I choose not to be.

theonething•28m ago
> the reader has no way to know that this went down years ago

Not so.

> Last summer Greg met Lucy, now in her 20s, for the first time. > Lucy (left), now an adult...

doodlebugging•23m ago
You are correct. Thank you.
rootusrootus•21m ago
It’s a story taken from a documentary airing tonight. Unless it’s entirely AI slop, it probably predates the current DHS mess.

Edit: seven years in the making, so entirely coincidental

itishappy•7m ago
I'd argue the DHS is incidental and the real story is "law enforcement deserves open access to social media feeds." In this light, the BBC's angle becomes much clearer.
jalapenos•46m ago
Hearing the sentence always pisses me off.

He should have been sentenced to six years of "let's see if we can push the limits of known horror" followed only then by a grizzly end, and share some sample images with his online sicko friends "this is what's coming from you".

cbdevidal•45m ago
Non-paywalled copy:

https://www.yahoo.com/news/articles/dark-agent-spotted-bedro...

oxag3n•42m ago
Is there a way to volunteer for such investigations?
nubg•37m ago
https://www.europol.europa.eu/stopchildabuse
krater23•9m ago
A article this long just to blame facebook to not give away private data to a three letter organization.

Dark web agent spotted bedroom wall clue to rescue girl from abuse

https://www.bbc.com/news/articles/cx2gn239exlo
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51•knackers•8h ago•13 comments

Building a model that visualizes strategic golf

https://golfcoursewiki.substack.com/p/i-spent-the-last-month-and-a-half
23•scoofy•9h ago•7 comments

Privilege is bad grammar

https://tadaima.bearblog.dev/privilege-is-bad-grammar/
237•surprisetalk•8h ago•234 comments