+0.40 iOS 17 automatically removes tracking parameters from links you click on (9to5mac.com S:-0.15 )
880 points by belfalas 995 days ago | 318 comments on HN | Moderate positive Editorial · v3.7 · 2026-02-28 09:29:35
Summary Privacy & Surveillance Advocates
This article explains Apple's Link Tracking Protection feature, which automatically removes tracking parameters from URLs to protect user privacy in iOS 17 and macOS Sonoma. The editorial content advocates strongly for this privacy-protective measure, presenting tracking as a privacy violation and Apple's solution positively. However, the site's use of Google tracking advertisements creates observable tension between the article's pro-privacy advocacy and the site's own tracking practices.
Article Heatmap
Preamble: +0.25 — Preamble P Article 1: ND — Freedom, Equality, Brotherhood Article 1: No Data — Freedom, Equality, Brotherhood 1 Article 2: ND — Non-Discrimination Article 2: No Data — Non-Discrimination 2 Article 3: +0.25 — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: ND — No Torture Article 5: No Data — No Torture 5 Article 6: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: ND — Equality Before Law Article 7: No Data — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: +0.42 — Privacy 12 Article 13: ND — Freedom of Movement Article 13: No Data — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: ND — Property Article 17: No Data — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.30 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: ND — Social Security Article 22: No Data — Social Security 22 Article 23: ND — Work & Equal Pay Article 23: No Data — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: ND — Standard of Living Article 25: No Data — Standard of Living 25 Article 26: ND — Education Article 26: No Data — Education 26 Article 27: ND — Cultural Participation Article 27: No Data — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: ND — Duties to Community Article 29: No Data — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean +0.40 Structural Mean -0.15
Weighted Mean +0.33 Unweighted Mean +0.30
Max +0.42 Article 12 Min +0.25 Preamble
Signal 4 No Data 27
Confidence 6% Volatility 0.07 (Low)
Negative 0 Channels E: 0.6 S: 0.4
SETL +0.87 Editorial-dominant
FW Ratio 58% 7 facts · 5 inferences
Evidence: High: 1 Medium: 1 Low: 2 No Data: 27
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.25 (1 articles) Security: 0.25 (1 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.42 (1 articles) Personal: 0.00 (0 articles) Expression: 0.30 (1 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles)
HN Discussion 20 top-level · 30 replies
wunderland 2023-06-08 15:57 UTC link
I wonder if Apple uses any data from the Shortcuts app when deciding what features to build next
purpleblue 2023-06-08 16:04 UTC link
I wonder what companies will do now, probably embed the tracking information within the URL without using parameters, like dynamic URLs that are unique to a particular user/cookie?
dixie_land 2023-06-08 16:14 UTC link
> As a partial mitigation, Apple is enabling an alternative way for advertisers to measure campaign success, with Private Click Measurement ad attribution now available in Safari Private Browsing mode. Private Click Measurement allows advertisers to track ad campaign conversion metrics, but does not reveal individual user activity.

While as a consumer I do objectively like the privacy measures Apple is adding, at end of the day they're simply consolidating all tracking power to themselves.

graypegg 2023-06-08 16:25 UTC link
Massively useful just because I do this manually already when sharing links.

However, could become an arms race where we start putting correlation IDs in params named page= or video=.

anandnair 2023-06-08 16:25 UTC link
I don't think there is a foolproof way to tackle this.
Caligatio 2023-06-08 16:38 UTC link
I use uBlock Origin on Firefox on Android with "Actually Legitimate URL Shortener Tool" added but am weirdly conflicted on this news. If a user opts to kneecap advertising, that is soundly within their rights. If a company does the same against another company's advertising as a part of their normal business, I feel like the user becomes a pawn in some corporate warfare strategy.

Maybe it's because I think Apple is slowly building a parallel advertising ecosystem that is slightly less intrusive for users but massively more lucrative for themselves.

mrtksn 2023-06-08 16:48 UTC link
Isn't this a cat and a mouse game? The moment this actually start causing problems they will change how parameters work. Maybe the easiest would be to use a single encoded parameter which would be decoded on the server and Apple or anyone else won't be able to change a thing about it.

This is a MITM attack where Apple plays the good guy(or control freak, depending on how you feel about it) but MITM attacks are nothing new.

narrator 2023-06-08 16:57 UTC link
The net effect of this Apple "privacy" stuff is to make it very hard for small niche businesses with a limited budget to advertise effectively. There were tons of startup CPG brands like Dollar Shave Club that popped up during the great Facebook Ad banaza of the mid 2010s when tracking worked. This privacy crusade has just essentially cemented the big brands who can afford to do poorly targeted ad campaigns like TV advertising.
lapcat 2023-06-08 17:05 UTC link
In my testing, the tracking parameter removal in Safari 17 seems very limited. It'll be interesting to see if this turns up in the WebKit open source, to see how it's implemented.
cj 2023-06-08 17:21 UTC link
Google Ads sent an email out to advertisers (a few days ago I think) introducing their workaround.

Normally clicks have a "gclid" query param. Google is introducing 2 new query params to somehow attribute clicks using modeling + machine learning (somehow).

Edit: here's a detailed description of how Google is attempting to track conversions using machine learning. I have no idea how this could possibly work without some kind of fingerprinting or user profiling or IP address. Almost feels like "modeled conversions" powered by ML is a way to do fingerprinting without explicitly having an algorithm that blatantly uses fingerprinting.

https://support.google.com/analytics/answer/10710245?sjid=85...

Edit 2: The new query params are "gbraid" and "wbraid". Googling those turns up more details.

andy_xor_andrew 2023-06-08 17:39 UTC link
My favorite part about this is how it basically forces services to accept this as a functional scenario.

If it were UBlock Origin doing this, sites could just say "Sorry, we don't support this, your addin is breaking everything, please turn it off."

But when Apple does something, there's no room for conversation. Sites can't say "Sorry, we don't work on iPhones." For better or worse, what Apple decides becomes acceptable. In this case for better.

indymike 2023-06-08 17:46 UTC link
Get ready for everything to be a redirect.

mysite.com/aZdi

instead of mysite.com/invitation/?uid=1234

tibbon 2023-06-08 17:51 UTC link
Good. I wish the internet would go the way of the Gemini Project and, by default have privacy-centric behavior. I'm tried to every company thinking I want to be tracked; I do not. I want simple services that do the thing I ask them to do and no more.
NotYourLawyer 2023-06-08 18:01 UTC link
I assume that everybody will now start implementing user-unique URLs to share like TikTok, instead of just tacking on parameters to a single canonical URL.
detrites 2023-06-08 19:01 UTC link
Reframed: "iOS 17 arbitrarily modifies links you click on".
hamhamed 2023-06-08 19:31 UTC link
we work in the affiliate business and this has the potential to completely desotry the business model. Many of our partners rely on affiliate money to make ends meet, it is what powers most content creators.

Safari is planning to use ML to detect click_id type of query parameters and strip that from URLs. That's just poor execution and business destroying. PCM restrictions are horrible too.. we have to design the link so it stays within safari's specs:

> With an ad-click, an 8-bit ID can be transmitted (a number between 0 and 255, i.e. 256 possible values / campaigns) - per domain > For a conversion, a 4-bit ID is transmitted (a number between 00 and 15, i.e. 16 different types of conversion) - per domain

Not to mention Chrome and Firefox has other ideas, each different on how their PCM will be integrated. Other than the mega corps, noone is benefitting from this privacy enhancement. Just more work to adapt.

acchow 2023-06-08 19:41 UTC link
Too bad tiktok generates URLs not only from which content is being linked to, but also the user generating the link.

And once the industry realized that users don't revolt at this privacy invasion, it has been spreading.

shepherdjerred 2023-06-08 21:02 UTC link
A lot of the conversation here seems to be that you can't trust Apple, or that Apple is doing something user hostile.

I don't get it.

What's the alternative? Most people with a phone are going to be using iOS or Android. Those are the two options. Apple has the chance to improve data privacy, and they've done it. Android (essentially, Google) is certainly _not_ going to take such action.

Apple could always use this to their advantage, or double-back on it. Who cares? They've moved the needle in a positive direction, that's all that should matter.

gloosx 2023-06-09 05:52 UTC link
>It detects user-identifiable tracking parameters in link URLs, and automatically removes them.

Wow, another heuristics software by Apple that automatically does something I didn't ask for? Is there a chance it removes a parameter from the link which renders the functionality broken? On the other hand, could advertisers just use random hashes without labeling them as the tracking param to avoid this? Apple is famous for producing bad software, I hope their programming would automatically interfere with as less things as possible.

wildpeaks 2023-06-09 15:33 UTC link
Question is, how are they going to identify tracking parameters in links ?

They can't just blanket remove all GET parameters (because it would break legitimate non-tracking links), plus advertisers could use subpaths instead of GET params for writing the tracking data.

Therefore I suspect it's only going to be arms race between a blacklisted list of GET params and advertisers changing up the variable names to escape it, making it unsafe to use any GET param at all because you can't be sure a link that works today will still work tomorrow if they changed their list of banned properties.

jalgos_eminator 2023-06-08 16:10 UTC link
I could see the writing on the wall. Offerup I think does this. If you click through an item in a search the URL has a UID in it. Then if you click on the seller and find the item from there, its an integer (which is likely a database index).
kitsunesoba 2023-06-08 16:13 UTC link
There's not a whole lot that can be done to combat this, but I suppose Apple could do something like keep a database of known tracking URL patterns and when encountering such URLs, "unwrapping" them in an isolated background webview which is fully generic across machines and doesn't have the user's cookies or other data, which would limit the information gathered, and then finally passing the untracked URL back to the user's webview instance.

EDIT: They could also do something similar to what they've done with Content Blocking Extensions, maybe call them "URL Cleaning Extensions", which allow third parties to maintain tracking URL pattern lists which Safari can then follow to do its unwrapping.

X-Istence 2023-06-08 16:16 UTC link
Private Click Measurement is a standard that Apple has proposed and is working with the W3C to standardize, as well as working with other browser manufacturers:

https://webkit.org/blog/11529/introducing-private-click-meas...

ipsin 2023-06-08 16:19 UTC link
Yeah, all you need is to encrypt the URL (which includes tracking query parameters), and then the URL you give out is the encrypted blob.

When the web server gets a request, it can validate & decrypt, update any tracking values, and redirect to the real URL.

wunderland 2023-06-08 16:48 UTC link
This is completely wrong. They are saying they only don't strip PCM parameters because these are anonymous and somewhat privacy preserving. Apple is still uninvolved in the link attribution or other tracking here.
dinobones 2023-06-08 16:49 UTC link
Yeah this is a very naive and somewhat potentially harmful measure. Think of all the old .asp and .php websites that basically route you to a page by just throwing a big old fat query string into the URL.

The way this can be bypassed is:

Before: mylink.mydomain?tracking_id=abc123 After: mylink.mydomain/home/abc123/

Yeah, it might wreck SEO. But if you're really trying to track users and see who clicked on your email or whatever, it's probably the case that you don't care about SEO in this specific case.

josephcsible 2023-06-08 16:53 UTC link
Didn't Facebook already start doing exactly that? https://news.ycombinator.com/item?id=32129100
ezfe 2023-06-08 16:55 UTC link
Apple is pushing PCM (private click measurement) as a middle safe ground, but nobody would adopt it if more invasive and accurate measures continued working.

They're probably hoping that advertisers will retreat to PCM instead of continuing the cat and mouse game.

PCM is an in-progress standard that, at a high level, allows measuring ad campaign success without tracking individual users. No such restrictions apply to query parameters, of course - so PCM is inherently more private.

glanzwulf 2023-06-08 17:00 UTC link
> I use uBlock Origin on Firefox on Android with "Actually Legitimate URL Shortener Tool" added

That's the problem. This is too complicated/too much trouble for the end user who just uses his iPhone via Safari. Do they the privacy and all that? Yes, will they go out of their way with all that trouble? No.

While you're not wrong that it's a company A fighting company B with users as pawns, it still is a win for the normal end user.

scrollaway 2023-06-08 17:01 UTC link
TikTok already does the latter iirc.
sergiotapia 2023-06-08 17:03 UTC link
Tiktok does this. If you share anything on Tiktok, and someone clicks on the URL they get an alert "purpleblue shared this video with you!" and you can leak your private account to someone.
shockeychap 2023-06-08 17:23 UTC link
> Maybe it's because I think Apple is slowly building a parallel advertising ecosystem that is slightly less intrusive for users but massively more lucrative for themselves.

No. It's probably just because Apple is slowly building a parallel advertising ecosystem that is slightly less intrusive for users but massively more lucrative for themselves.

carvking 2023-06-08 17:27 UTC link
Explaine ?
cynicalsecurity 2023-06-08 17:34 UTC link
Honestly, I don't want any company to track me, neither big nor small.
TechBro8615 2023-06-08 17:36 UTC link
If there are two warring corporations, and one of them has a warfare strategy based on selling its customers tools to prevent the other corporation from tracking their content consumption, then sign me up for battle. I know which corporation I want to support.
bradgessler 2023-06-08 17:39 UTC link
This is a very important revelation for people to have: the deal with Apple is they have complete control over your identity and data. It's slightly better than the deal with Google, FB, & Microsoft where they both control and sell your data to the highest bidder.

Apple's position on privacy is somewhat of an illusion and could disappear whenever they decide. Remember the CSAM debacle? https://www.wired.com/story/apple-photo-scanning-csam-commun...

I still think Apple is doing the best in the marketplace with respect to security and privacy, but if we're being honest they're playing the role of benevolent dictator.

hospitalJail 2023-06-08 17:43 UTC link
This is barely privacy related, its more like an anti-referal system.
reaperducer 2023-06-08 17:46 UTC link
But when Apple does something, there's no room for conversation. Sites can't say "Sorry, we don't work on iPhones."

Absolutely. There was no shortage of Windows-centric corporate IT departments that swore that they'd never support Apple products.

Then iPhones started showing up in boardrooms, and they quickly changed their tune.

I brought my iPhone to work shortly after launch and showed it to curious coworkers. The head of IT for that particular multinational corp said it was garbage and would never be allowed on his network. "Apple is crapple" was his favorite phrase.

A few months later he got to peddle his anti-Apple mantra on the unemployment line.

Xenoamorphous 2023-06-08 17:47 UTC link
You mean Apple is tracking their users behavior? Impossible!
v8xi 2023-06-08 18:10 UTC link
If companies try to hash the direct and referral link into a single link (or use a redirect link). Apple could visit the site internally, return the actual, tracking-free webpage, and forward that to the user. This would mean the referral link is actually just tracking how many times Apple decodes it and would devalue the use of a referral link since it would just be reporting "how many times this link was forwarded" and not "how many times this link was clicked"
nwienert 2023-06-08 18:18 UTC link
In the end most of these have to end up at some sort of public URL. Only truly closed platforms like FB could really work around this, but anything that ultimately has a public URL will be pretty easy to find.
dazbradbury 2023-06-08 18:25 UTC link
Agreed. More simply couldn't any ad tracker just have a dynamic parameter name so it's impossible to distinguish between a parameter required to run the site and a parameter used for tracking?

Or is this feature more advanced than just stripping known tracking parameter keys?

est31 2023-06-08 18:25 UTC link
I often remove tracking parameters from URLs and I notice that some services/websites return an error if you visit it without a tracking parameter. If a service does this, apple can't remove the tracking parameter from the URL any more.
_the_inflator 2023-06-08 18:25 UTC link
I agree.

And in the end they are manipulating links. While no advocate for ads, this has implications on the freedom of the internet.

jejeyyy77 2023-06-08 18:28 UTC link
Well, actually this might break a significant portion of the internet/websites for iPhone users.
ok_dad 2023-06-08 18:49 UTC link
Turn on iCloud private internet (apples vpn) and Google will make you do captchas all day long whenever they feel like it. I use DDG now, but Google really wants to track you.
memco 2023-06-08 19:08 UTC link
> My favorite part about this is how it basically forces services to accept this as a functional scenario.

Maybe some services will accept it, but others will not. When I tried to sign in to Microsoft Teams from Safari yesterday it presented a screen that said that Teams will only load on Safari if I disable tracking prevention for the Teams site. So unless users put additional pressures on services to offer support for Apple those services may just force users to accept tracking one way or another: either by disabling Safari's mitigations or using an alternative client that does not use such mitigations.

Xenoamorphous 2023-06-08 19:28 UTC link
Well Safari could remove the parameters on the fly before performing the redirect I guess?
bombcar 2023-06-08 19:44 UTC link
Can't the tracking information just be stuck in the actual URL itself? Even in the domain name? So instead of amazon.de/product?affilate=hamhamed it would be something like hamhamed.amazon.de/product?

And if that won't work, just encode the entire url as amazon.de/2ec1a277-0c96-40d3-8fe1-e418fd82986d

matheusmoreira 2023-06-08 19:46 UTC link
Whatever. I don't want them tracking me for any reason. If that kills a bunch of startups so be it.
Editorial Channel
What the content says
+0.80
Article 12 Privacy
High Advocacy Framing Practice
Editorial
+0.80
SETL
+0.87

Article directly advocates for privacy protection, frames tracking parameters as privacy violations, and explains Apple's technical solution as privacy-preserving mechanism.

+0.30
Article 19 Freedom of Expression
Low Framing
Editorial
+0.30
SETL
ND

Article frames privacy protection as enabling user autonomy in information consumption by preventing behavioral tracking.

+0.25
Preamble Preamble
Medium Framing Practice
Editorial
+0.25
SETL
ND

Article advocates for privacy protection mechanisms that preserve human freedom and dignity against unauthorized tracking.

+0.25
Article 3 Life, Liberty, Security
Low Framing
Editorial
+0.25
SETL
ND

Article frames privacy protection as foundational to user liberty and security against unauthorized surveillance.

ND
Article 1 Freedom, Equality, Brotherhood

Not addressed.

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Article 2 Non-Discrimination

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Article 4 No Slavery

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Article 5 No Torture

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Article 6 Legal Personhood

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Article 7 Equality Before Law

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Article 8 Right to Remedy

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Article 9 No Arbitrary Detention

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Article 10 Fair Hearing

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Article 11 Presumption of Innocence

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Article 13 Freedom of Movement

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Article 14 Asylum

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Article 15 Nationality

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Article 16 Marriage & Family

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Article 17 Property

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Article 18 Freedom of Thought

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Article 20 Assembly & Association

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Article 21 Political Participation

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Article 22 Social Security

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Article 23 Work & Equal Pay

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Article 24 Rest & Leisure

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Article 25 Standard of Living

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Article 26 Education

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Article 27 Cultural Participation

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Article 28 Social & International Order

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Article 29 Duties to Community

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Article 30 No Destruction of Rights

Not addressed.

Structural Channel
What the site does
-0.15
Article 12 Privacy
High Advocacy Framing Practice
Structural
-0.15
Context Modifier
ND
SETL
+0.87

Site deploys Google ad tracking containers, creating observable tension between article's strong pro-privacy message and site's own tracking practices.

ND
Preamble Preamble
Medium Framing Practice

Not applicable to preamble.

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Article 1 Freedom, Equality, Brotherhood

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Article 2 Non-Discrimination

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Low Framing

Not applicable.

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Article 4 No Slavery

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Article 5 No Torture

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Article 6 Legal Personhood

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Article 7 Equality Before Law

Not addressed.

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Article 8 Right to Remedy

Not addressed.

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Article 9 No Arbitrary Detention

Not addressed.

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Article 10 Fair Hearing

Not addressed.

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Article 11 Presumption of Innocence

Not addressed.

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Article 13 Freedom of Movement

Not addressed.

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Article 14 Asylum

Not addressed.

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Article 15 Nationality

Not addressed.

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Article 16 Marriage & Family

Not addressed.

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Article 17 Property

Not addressed.

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Article 18 Freedom of Thought

Not addressed.

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Article 19 Freedom of Expression
Low Framing

Not directly applicable; article does not restrict information access.

ND
Article 20 Assembly & Association

Not addressed.

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Article 21 Political Participation

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Article 22 Social Security

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Article 23 Work & Equal Pay

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Article 24 Rest & Leisure

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Article 25 Standard of Living

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Article 26 Education

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Article 27 Cultural Participation

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Article 28 Social & International Order

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Article 29 Duties to Community

Not addressed.

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Article 30 No Destruction of Rights

Not addressed.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.63 medium claims
Sources
0.6
Evidence
0.7
Uncertainty
0.5
Purpose
0.8
Propaganda Flags
No manipulative rhetoric detected
0 techniques detected
Emotional Tone
Emotional character: positive/negative, intensity, authority
measured
Valence
+0.5
Arousal
0.3
Dominance
0.5
Transparency
Does the content identify its author and disclose interests?
0.50
✓ Author ✗ Conflicts ✗ Funding
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.64 solution oriented
Reader Agency
0.4
Stakeholder Voice
Whose perspectives are represented in this content?
0.25 2 perspectives
Speaks: institution
About: corporation
Temporal Framing
Is this content looking backward, at the present, or forward?
present short term
Geographic Scope
What geographic area does this content cover?
global
Complexity
How accessible is this content to a general audience?
moderate medium jargon general
Audit Trail 14 entries
2026-02-28 10:33 model_divergence Cross-model spread 0.50 exceeds threshold (4 models) - -
2026-02-28 10:33 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 10:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 10:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:28 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 10:28 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:28 model_divergence Cross-model spread 0.50 exceeds threshold (4 models) - -
2026-02-28 10:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
2026-02-28 10:21 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 10:21 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 10:21 model_divergence Cross-model spread 0.30 exceeds threshold (3 models) - -
2026-02-28 10:21 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
2026-02-28 09:29 eval Evaluated by claude-haiku-4-5-20251001: +0.33 (Moderate positive)
2026-02-28 02:14 eval Evaluated by claude-haiku-4-5: +0.50 (Moderate positive)