Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND 0.83
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.21 Neutral 1.00 0.21 Cloud Security
claude-haiku-4-5-20251001 +0.24 +0.03 Mild positive 0.10 0.21 Information Security & Data Protection
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND 0.92
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Cloud Security
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite claude-haiku-4-5-20251001 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND ND ND
Article 1 ND ND ND ND ND
Article 2 ND ND ND ND ND
Article 3 ND ND ND ND ND
Article 4 ND ND ND ND ND
Article 5 ND ND ND ND ND
Article 6 ND ND ND ND ND
Article 7 ND ND ND ND ND
Article 8 ND ND ND ND ND
Article 9 ND ND ND ND ND
Article 10 ND ND ND ND ND
Article 11 ND ND ND ND ND
Article 12 ND ND -0.26 ND ND
Article 13 ND ND ND ND ND
Article 14 ND ND ND ND ND
Article 15 ND ND ND ND ND
Article 16 ND ND ND ND ND
Article 17 ND ND 0.25 ND ND
Article 18 ND ND ND ND ND
Article 19 ND ND 0.49 ND ND
Article 20 ND ND ND ND ND
Article 21 ND ND ND ND ND
Article 22 ND ND ND ND ND
Article 23 ND ND ND ND ND
Article 24 ND ND ND ND ND
Article 25 ND ND ND ND ND
Article 26 ND ND ND ND ND
Article 27 ND ND 0.38 ND ND
Article 28 ND ND ND ND ND
Article 29 ND ND ND ND ND
Article 30 ND ND ND ND ND
+0.24 Bucketsquatting Is (Finally) Dead (onecloudplease.com S:+0.03 )
326 points by boyter 2 days ago | 170 comments on HN | Mild positive Contested Moderate agreement (3 models) Editorial · v3.7 · 2026-03-15 23:03:40 0
Summary Information Security & Data Protection Advocates
This technical blog post advocates for cloud security practices by documenting a decade-long effort to address bucketsquatting vulnerabilities in AWS S3 and celebrating AWS's new namespace solution. The content promotes freedom of information by publishing detailed security analysis freely and supports property protection and scientific advancement by sharing technical knowledge. However, the site's background Google Analytics tracking without visible consent creates a minor tension with privacy principles.
Rights Tensions 1 pair
Art 12 Art 19 Content advocates privacy protection (Article 12) through security education while site structure deploys analytics tracking (Article 12 tension) that enables data collection without visible consent, though this supports information sharing (Article 19).
Article Heatmap
Preamble: ND — Preamble Preamble: No Data — 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: ND — Life, Liberty, Security Article 3: No Data — 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: -0.26 — 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: +0.25 — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.49 — 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: +0.38 — 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
E
+0.24
S
+0.03
Weighted Mean +0.24 Unweighted Mean +0.21
Max +0.49 Article 19 Min -0.26 Article 12
Signal 4 No Data 27
Volatility 0.29 (High)
Negative 1 Channels E: 0.6 S: 0.4
SETL +0.21 Editorial-dominant
FW Ratio 54% 13 facts · 11 inferences
Agreement Moderate 3 models · spread ±0.164
Evidence 9% coverage
1H 3M 1L 27 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.00 (0 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: -0.26 (1 articles) Personal: 0.25 (1 articles) Expression: 0.49 (1 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.38 (1 articles) Order & Duties: 0.00 (0 articles)
HN Discussion 19 top-level · 27 replies
calmworm 2026-03-13 09:17 UTC link
That took a decade to resolve? Surprising, but hindsight is 20/20 I guess.
thih9 2026-03-13 09:21 UTC link
> If you wish to protect your existing buckets, you’ll need to create new buckets with the namespace pattern and migrate your data to those buckets.

My pet conspiracy theory: this article was written by bucket squatters who want to claim old bucket names after AI agents read this and blindly follow.

vhab 2026-03-13 09:22 UTC link
> For Azure Blob Storage, storage accounts are scoped with an account name and container name, so this is far less of a concern.

The author probably misunderstood what "account name" is in Azure Storage's context, as it's pretty much the equivalent of S3's bucket name, and is definitely still a large concern.

A single pool of unique names for storage accounts across all customers has been a very large source of frustration, especially with the really short name limit of only 24 characters.

I hope Microsoft follows suit and introduces a unique namespace per customer as well.

iknownothow 2026-03-13 10:00 UTC link
Thank you author Ian Mckay! This is one of those good hygiene conventions that save time by not having to think/worry each time buckets are named. As pointed out in the article, AWS seems to have made this part of their official naming conventions [1].

I'm excited for IaC code libraries like Terraform to incorporate this as their default behavior soon! The default behavior of Terraform and co is already to add a random hash suffix to the end of the bucket name to prevent such errors. This becoming standard practice in itself has saved me days in not having to convince others to use such strategies prior to automation.

[1] https://aws.amazon.com/blogs/aws/introducing-account-regiona...

alemwjsl 2026-03-13 10:05 UTC link
I take it advertising your account id isn't a security risk?
josephg 2026-03-13 10:20 UTC link
Sometimes I wonder if package names, bucket names, github account names and so on should use a naming scheme like discord. Eg, @sometag-xxxx where xxxx is a random 4 digit code. Its sort of a middleground between UUID account names and completely human generated names.

This approach goes a long way toward democratizing the name space, since nobody can "own" the tag prefix. (10000 people can all share it). This can also be used to prevent squatting and reuse attacks - just burn the full account name if the corresponding user account is ever shut down. And it prevents early users from being able to snap up all the good names.

ClaudeFixer 2026-03-13 11:27 UTC link
Good riddance. The number of production deploys I've seen pointing at bucket names that could've been claimed by anyone was wild. Glad this is finally getting closed off at the platform level instead of relying on everyone to not make the mistake.
bulbar 2026-03-13 11:28 UTC link
A name shouldn't be the same as the thing it names.

When a name becomes free and somebody else uses it, it points to another thing. What that means for consumers of the name depends on the context, most likely it means not to use it. If you yourself reassign the name you can decide that the new thing will be considered to be identical to the old thing.

etothet 2026-03-13 11:56 UTC link
Speaking of unique names within AWS, I learned the other day that even after you delete an AWS account, you can’t reuse the root user email addresses (it’s documented, but I wasn’t aware).

Someone at my org used their main company email address for a root user om an account we just closed and a 2nd company email for our current account. We are past the time period where AWS allows for reverting the account deletion.

This now means that he isn’t allowed to use SSO via our external IdP because the email address he would use is forever attached to the deleted AWS account root user!

AWS support was rather terrible in providing help.

ian_d 2026-03-13 12:27 UTC link
The _really_ fun bucket squatting attacks are when the cloud providers themselves use deterministic names for "scratch space" buckets. There was a good DC talk about it at DC32 for AWS, although actual squatting was tough because there was a hash they researchers couldn't reverse (but was consistent for a given account?): https://www.youtube.com/watch?v=m9QVfYVJ7R8

GCP, however, has does this to itself multiple times because they rely so heavily on project-id, most recently just this February: https://www.sentinelone.com/vulnerability-database/cve-2026-...

CafeRacer 2026-03-13 12:58 UTC link
While I understand where it's coming from I always had something like <bucket_tag>-<9_random_\d\w>
PunchyHamster 2026-03-13 13:10 UTC link
decision to make bucket (and not bucket + account id surrogate) a sole key for access was one of most annoying mistakes in S3 design
saurik 2026-03-13 14:16 UTC link
AWS buckets still offer special features if and only if the name of the bucket matches your hostname.

https://docs.aws.amazon.com/AmazonS3/latest/userguide/Virtua...

peanut-walrus 2026-03-13 14:29 UTC link
Why the hell is this a name suffix instead of just using subdomains?

myapp-123456789012-us-west-2-an

vs myapp.123456789012.us-west-2.s3.amazonaws.com

The manipulations I will need to do to fit into the 63 char limit will be atrocious.

Bridged7756 2026-03-13 14:40 UTC link
I think I'm not getting it. What's the problem if someone else can claim that bucket name? If it's deleted wouldn't the data be deleted too? Or is it there something I'm missing.
SoftTalker 2026-03-13 15:59 UTC link
DNS names have the same problem.

Once they are not renewed, they eventually become available again. Then anyone can re-register them, set up an MX record, and start receiving any emails still being sent to recipients in that domain. This could include password reset authentications for other services, etc.

emddudley 2026-03-13 21:00 UTC link
Why is x-amz-bucket-namespace header needed when creating a new bucket in the account regional namespace? Is an account blocked from creating a bucket in its own namespace if it doesn't specify that header?
benguild 2026-03-14 06:25 UTC link
If you try to create a new iOS/macOS software project and sign it with a "com.apple." prefix in the bundle ID, Apple's system blocks it… for example.

It's pretty clear this type of ID'ing is an issue in general, unfortunately. Companies often protect themselves as a band-aid but not others in the same situations since the problems aren't frequent enough to warrant a design change. So, when it does become a problem, it could end up being a deep one.

wparad 2026-03-14 20:27 UTC link
I really don't understand why everyone is jumping up and down over this. I doesn't really feel like a real solution. But I couldn't contain myself and wanted to a write a response: https://authress.io/knowledge-base/articles/2026/03/14/how-a...
ryanjshaw 2026-03-13 09:31 UTC link
I recall being shocked the first time I used Azure and realizing so many resources aren’t namespaced to account level. Bizarre to me this wasn’t a v1 concern.
iann0036 2026-03-13 09:46 UTC link
Author here. Thanks for the call out! I've updated the article with attribution.
aduwah 2026-03-13 10:09 UTC link
It is not hygienic, but with only the account-id you are fine. In the IAM rules the attacker can always just use a * on their end, so it does not make a difference. You have to be conscious to set proper rules for your (owner) end tho.
donmcronald 2026-03-13 10:25 UTC link
I just want to be able to use a verified domain; @example.com everywhere.
rithdmc 2026-03-13 10:27 UTC link
I like it for buckets, but adding a four digit code won't help with the package hijacking side of things - in fact might just introduce more typo/hijack potential. It'll just be four more characters for people to typo.
Cthulhu_ 2026-03-13 10:29 UTC link
Armchair opinion, but shouldn't be too bad - it's identification, not authentication, just like your e-mail address is.

But probably best to not advertise it too much.

jorams 2026-03-13 10:32 UTC link
Notably Discord stopped using that format two years ago, moving to globally unique usernames.

Their stated reason[1] for doing so being:

> This lets you have the same username as someone else as long as you have different discriminators or different case letters. However, this also means you have to remember a set of 4-digit numbers and account for case sensitivity to connect with your friends.

[1]: https://support.discord.com/hc/en-us/articles/12620128861463...

fc417fc802 2026-03-13 11:10 UTC link
IMO a better general solution is UUIDs and a petname system, at least as far as chat apps are concerned.

For buckets I thought easy to use names was a key feature in most cases. Otherwise why not assign randomly generated single use names? But now that they're adding a namespace that incorporates the account name - an unwieldy numeric ID - I don't understand.

In the case of buckets isn't it better to use your own domain anyway?

jakobobobo 2026-03-13 12:09 UTC link
Good for them. It's amazing how pointless most security is when a 10/10 rating to some commodity communication service's support from a phisher is all it will take.
nawgz 2026-03-13 12:12 UTC link
Help me understand why you would delete your AWS account if the company and email address are unchanged - I can’t see the motivation.

And on the flip side I can easily see why not allowing email addresses to be used again is a reasonable security stance, email addresses are immutable and so limiting them only to one identity seems logical.

Sounds quite frustrating for this user of course but I guess it sounds a bit silly to me.

noahmasur 2026-03-13 12:13 UTC link
You can always use plus-addressing if your email provider supports that. AWS considers plus-addressed root emails to be unique.
mirashii 2026-03-13 12:52 UTC link
> especially with the really short name limit of only 24 characters.

And with no meaningful separator characters available! No dashes, underscores, or dots. Numbers and lowercase letters only. At least S3 and GCS allow dashes so you can put a little organization prefix on them or something and not look like complete jibberish.

Twirrim 2026-03-13 13:09 UTC link
S3 was well aware of the pain when I was there ~10 years ago, just considered themselves handcuffed by the decisions made before the idea of a cloud was barely a twinkle in a few people's eyes, and even the idea of this kind of scale of operation wasn't seen as even remotely probable. The namespace issue is one of a whole long list of things S3 engineers wish they could change, including things like HTTP status code behaviour etc.

I've never really understood S3's determination not to have a v2 API. Yes, the V1 would need to stick around for a long time, but there's ways to encourage a migration, such as having all future value-add on the V2, and maybe eventually doing marginal increases in v1 API costs to cover the dev work involved in maintaining the legacy API. Instead they've just let themselves, and their customers, deal with avoidable pain.

icedchai 2026-03-13 13:32 UTC link
Two. S3 has been around since 2006!
otterley 2026-03-13 13:56 UTC link
AWS does not consider it one.

“While account IDs, like any identifying information, should be used and shared carefully, they are not considered secret, sensitive, or confidential information.” https://docs.aws.amazon.com/accounts/latest/reference/manage...

a2tech 2026-03-13 14:14 UTC link
AWS support seems to be struggling. I just came to help a new customer who had a rough severance with their previous key engineer. The root account password was documented, but the MFA went to his phone.

We've tried talking to everyone we can, opening tickets, chats, trying to talk to their assigned account rep, etc, no one can remove the MFA. So right now luckily they have other admin accounts, but we straight up can't access their root account. We might have to nuke the entire environment and create a new account which is VERY lame considering they have a complicated and well established AWS account.

thenickdude 2026-03-13 14:30 UTC link
If you ever produce and share a signed link for e.g. S3, this link contains your access key ID in it. Turns out you can just slice and decode your Account ID out of that access key, it's in there in base32:

https://medium.com/@TalBeerySec/a-short-note-on-aws-key-id-f...

echoangle 2026-03-13 14:42 UTC link
I think you can put malicious data in the bucket and „impersonate“ the deleted bucket, so old code referencing the bucket uses your data instead of throwing an error (?).
Rapzid 2026-03-13 16:31 UTC link
You also can't even have hyphens in the storage account name. It's a complete shit show tbh. Same with container registries and other resources.
cyberax 2026-03-13 17:17 UTC link
I would guess that it can add one more DNS lookup?
lokar 2026-03-13 18:20 UTC link
You should not have the root account be a human anyway. Make that a special account, secure the credentials and only ever use them when you screw something up really badly.
somat 2026-03-13 18:55 UTC link
The requirement for unique user names is a little strange, I was putting together a small internal tool recently and after a bit of thought decided to use an opaque internal id for users and let the users pick and change their name and secret at will.

I think for a larger public service it would make sense to expose some sort of internal id(or hash of it. What bob am I talking to?. but people share the same name all the time it is strange that we can't in our online communities.

coredog64 2026-03-13 19:11 UTC link
There are other mitigations though: You can pass expected owner accountId on S3 operations and you can create SCPs that restrict the ability of roles to write to buckets outside the account. Unless you have an account that does many cross-account S3 writes, the latter is a simple tool to prevent exfiltration. Well, simple assuming that you're already set up with an Organization and can manage SCPs.

[0] https://docs.aws.amazon.com/AmazonS3/latest/userguide/bucket...

icedchai 2026-03-13 23:49 UTC link
Yup. You can get control of valuable assets this way, like legacy IPv4 blocks.
equinumerous 2026-03-14 02:19 UTC link
That was an amazing talk, thanks for sharing! I could see the writing on the wall as soon as I saw the bucket names were predictable. Bucket squatting + public buckets + time of check/time of use in the CloudFormation service = deploying resources in any AWS account with enough persistence. I'm surprised this existed in AWS for so long without being flagged by AWS Security.
kay_o 2026-03-15 07:36 UTC link
Certificate is only one level. One *.us-west-2.s3 can cover all of region.
Editorial Channel
What the content says
+0.35
Article 19 Freedom of Expression
High Advocacy Framing
Editorial
+0.35
SETL
+0.23

Article extensively exercises and promotes freedom to seek, receive, and impart information by publishing detailed technical analysis of a security vulnerability, its history, and solutions; provides educational content freely accessible; invites reader engagement and sharing

+0.25
Article 17 Property
Medium Advocacy Framing
Editorial
+0.25
SETL
ND

Content explicitly addresses protection of organizational property rights through discussion of preventing unauthorized bucket registration and data loss, supporting the right to own property

+0.20
Article 27 Cultural Participation
Medium Advocacy Framing
Editorial
+0.20
SETL
+0.10

Content promotes participation in scientific and technical advancement by sharing knowledge about cloud security and architectural solutions; supports protection of intellectual and technical contributions

+0.15
Article 12 Privacy
Medium Practice
Editorial
+0.15
SETL
+0.32

Content discusses security and data protection against unauthorized access (bucketsquatting attacks), which supports the right to privacy by educating readers on defensive practices

ND
Preamble Preamble

Preamble principles (dignity, equality, freedom from discrimination, rule of law, peace) not directly addressed in technical security content

ND
Article 1 Freedom, Equality, Brotherhood

Article 1 (equality and inalienable rights) not addressed in technical documentation

ND
Article 2 Non-Discrimination

Article 2 (non-discrimination) not directly engaged in technical security content

ND
Article 3 Life, Liberty, Security

Right to life, liberty, and personal security not addressed

ND
Article 4 No Slavery

Slavery and servitude not addressed in technical content

ND
Article 5 No Torture

Freedom from torture and cruel treatment not addressed

ND
Article 6 Legal Personhood

Right to recognition as person before law not addressed

ND
Article 7 Equality Before Law

Equality before law not directly addressed in technical security guidance

ND
Article 8 Right to Remedy

Remedy for rights violations not addressed

ND
Article 9 No Arbitrary Detention

Arbitrary arrest and detention not addressed

ND
Article 10 Fair Hearing

Fair and public hearing not addressed

ND
Article 11 Presumption of Innocence

Presumption of innocence not addressed in technical content

ND
Article 13 Freedom of Movement

Freedom of movement not addressed

ND
Article 14 Asylum

Right to asylum not addressed

ND
Article 15 Nationality

Nationality and citizenship not addressed

ND
Article 16 Marriage & Family

Marriage and family rights not addressed

ND
Article 18 Freedom of Thought

Freedom of thought, conscience, and religion not addressed

ND
Article 20 Assembly & Association
Low Practice

Freedom of assembly and association not explicitly addressed in content

ND
Article 21 Political Participation

Participation in government and public affairs not addressed

ND
Article 22 Social Security

Social security and social welfare not addressed

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Article 23 Work & Equal Pay

Right to work and fair conditions not addressed

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Article 24 Rest & Leisure

Rest and leisure not addressed

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Article 25 Standard of Living

Right to adequate standard of living not addressed

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Article 26 Education

Right to education not directly addressed

ND
Article 28 Social & International Order

Right to order for protecting rights not directly addressed

ND
Article 29 Duties to Community

Community duties and limitations not addressed

ND
Article 30 No Destruction of Rights

Prevention of activities destroying rights not addressed

Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy -0.15
Article 12
Google Analytics tracking (UA-50859151-11) detected on page; no explicit privacy policy link visible in provided content; data collection practices not disclosed within article scope
Terms of Service
No terms of service information visible in provided content
Identity & Mission
Mission +0.10
Article 19 Article 27
Domain appears devoted to technical education and security analysis; supports free information dissemination and knowledge-sharing ethos
Editorial Code
No editorial standards or code of conduct visible in provided content
Ownership
No ownership information visible in provided content
Access & Distribution
Access Model +0.10
Article 19 Article 27
Content appears freely accessible; no paywall or access restrictions evident
Ad/Tracking -0.10
Article 12
Analytics tracking present; no explicit consent mechanism visible in provided excerpt
Accessibility
No accessibility features mentioned or contradicted in provided content; structural CSS present but no barriers or enhancements evident from excerpt
+0.20
Article 19 Freedom of Expression
High Advocacy Framing
Structural
+0.20
Context Modifier
+0.20
SETL
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Content published on freely accessible blog with no paywall; author provides contact methods for further discussion (LinkedIn, Twitter/X); structural design supports information dissemination without barriers

+0.15
Article 27 Cultural Participation
Medium Advocacy Framing
Structural
+0.15
Context Modifier
+0.20
SETL
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Blog platform enables author to publish and share scientific/technical findings freely; reader engagement mechanisms support community participation in knowledge advancement

-0.25
Article 12 Privacy
Medium Practice
Structural
-0.25
Context Modifier
-0.25
SETL
+0.32

Site deploys Google Analytics tracking (UA-50859151-11) without disclosed consent mechanism in provided excerpt, and analytics code loads without apparent user opt-in, contradicting privacy protection principles

ND
Preamble Preamble

No structural elements directly reflect or contradict preamble values

ND
Article 1 Freedom, Equality, Brotherhood

No structural signal regarding equal treatment or inalienable rights

ND
Article 2 Non-Discrimination

No discriminatory barriers or protections evident in provided structure

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Article 3 Life, Liberty, Security

No structural signal regarding personal security infrastructure

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Article 4 No Slavery

No relevant structural signal

ND
Article 5 No Torture

No structural signal regarding this article

ND
Article 6 Legal Personhood

No relevant structural signal

ND
Article 7 Equality Before Law

No structural signal regarding equal legal protection

ND
Article 8 Right to Remedy

No structural signal regarding legal remedy mechanisms

ND
Article 9 No Arbitrary Detention

No structural signal regarding this article

ND
Article 10 Fair Hearing

No structural signal regarding judicial proceedings

ND
Article 11 Presumption of Innocence

No structural signal regarding criminal law principles

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Article 13 Freedom of Movement

No structural signal regarding geographic freedom

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Article 14 Asylum

No structural signal regarding this article

ND
Article 15 Nationality

No structural signal regarding this article

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Article 16 Marriage & Family

No structural signal regarding this article

ND
Article 17 Property
Medium Advocacy Framing

No structural signal regarding property protection mechanisms

ND
Article 18 Freedom of Thought

No structural signal regarding this article

ND
Article 20 Assembly & Association
Low Practice

Blog comments or community features not visible in provided content; however, contact mechanisms (LinkedIn, X) enable reader association and discussion

ND
Article 21 Political Participation

No structural signal regarding democratic participation

ND
Article 22 Social Security

No structural signal regarding this article

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Article 23 Work & Equal Pay

No structural signal regarding labor rights

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Article 24 Rest & Leisure

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Article 25 Standard of Living

No structural signal regarding this article

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Article 26 Education

Content functions as educational material but not framed as formal education access provision

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Article 28 Social & International Order

No structural signal regarding institutional order supporting rights

ND
Article 29 Duties to Community

No structural signal regarding this article

ND
Article 30 No Destruction of Rights

No structural signal regarding this article

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.77 medium claims
Sources
0.8
Evidence
0.8
Uncertainty
0.7
Purpose
0.8
Propaganda Flags
No manipulative rhetoric detected
0 techniques detected
Emotional Tone
Emotional character: positive/negative, intensity, authority
measured
Valence
+0.6
Arousal
0.3
Dominance
0.6
Transparency
Does the content identify its author and disclose interests?
0.40
✗ Author ✗ Conflicts
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.75 solution oriented
Reader Agency
0.8
Stakeholder Voice
Whose perspectives are represented in this content?
0.60 4 perspectives
Speaks: institutioncorporationindividuals
About: governmentcorporationinstitution
Temporal Framing
Is this content looking backward, at the present, or forward?
mixed medium term
Geographic Scope
What geographic area does this content cover?
global
United States, AWS regions (us-east-1, us-west-2)
Complexity
How accessible is this content to a general audience?
technical high jargon domain specific
Longitudinal 1030 HN snapshots · 130 evals
+1 0 −1 HN
Audit Trail 150 entries
2026-03-16 01:09 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 01:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 00:49 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-16 00:49 model_divergence Cross-model spread 0.33 exceeds threshold (2 models) - -
2026-03-16 00:49 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) -0.01
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-16 00:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 23:03 eval_success Evaluated: Mild positive (0.24) - -
2026-03-15 23:03 model_divergence Cross-model spread 0.32 exceeds threshold (2 models) - -
2026-03-15 23:03 eval Evaluated by claude-haiku-4-5-20251001: +0.24 (Mild positive) 11,390 tokens
2026-03-15 23:03 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 1R - -
2026-03-15 22:40 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 22:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 22:02 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 22:02 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 22:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 18:48 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 18:47 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 18:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 17:52 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 17:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 17:36 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 17:36 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 17:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 16:38 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 16:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 16:22 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 16:22 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 16:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 08:50 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 08:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 08:38 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 08:38 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 08:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 07:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 07:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 07:15 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 06:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 06:30 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 06:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 05:55 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 05:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 05:20 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 04:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 04:45 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 04:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 04:09 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 03:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 03:32 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 00:44 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-15 00:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 23:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 23:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 22:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 22:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 21:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 21:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 20:54 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 20:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 19:46 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 19:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 18:41 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 18:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 17:05 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 16:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 15:53 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 15:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 15:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 14:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 14:35 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 14:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 14:00 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 13:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 13:25 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 12:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 12:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 12:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 12:14 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 11:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 11:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 11:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 11:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 10:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 10:26 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 09:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 09:47 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 09:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 09:07 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 08:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 08:28 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 07:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 07:46 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 07:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 07:06 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 06:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 06:26 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 05:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 05:48 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 05:09 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 05:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 04:29 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 04:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 03:54 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 03:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 03:16 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 03:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 02:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 02:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 02:01 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 01:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 01:19 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 01:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 00:46 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-14 00:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 00:07 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-14 00:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical blog post on AWS S3 security
2026-03-13 23:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 23:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 23:05 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 22:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 21:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 21:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 20:51 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 20:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 19:34 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 18:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 18:18 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 17:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 16:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 15:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 15:44 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 15:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 15:06 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 14:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 14:23 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 13:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 13:48 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 13:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 13:17 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 12:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 12:37 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 12:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 12:02 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 11:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 11:27 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 10:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 10:48 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 10:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 10:10 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion
2026-03-13 09:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-13 09:33 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
Technical blog post on AWS S3 security feature, no explicit human rights discussion