H
HN HRCB new | past | comments | ask | show | jobs | articles | domains | dashboard | seldon | network | factions | velocity | about hrcb
home / vibrantlabs.com / item 47157160
+0.02 PA Bench: Evaluating Frontier Models on Multi-Tab Pa Tasks (vibrantlabs.com)
9 points by shahules 4 hours ago | 3 comments on HN | Neutral Editorial · v3.7 · 2026-02-25
Summary Technology & Evaluation Neutral
This page is a technical research blog post documenting PA Bench, a methodology for evaluating web agent performance on personal assistant workflows. The content does not engage substantively with human rights frameworks or principles; it is purely descriptive technical documentation. The page's free accessibility and lack of discriminatory barriers provide minimal positive structural signals, but the content itself exhibits no thematic connection to UDHR provisions.
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: 0.00 — 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: +0.05 — 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
Weighted Mean +0.02 Unweighted Mean +0.03
Max +0.05 Article 19 Min 0.00 Article 12
Signal 2 No Data 29
Confidence 3% Volatility 0.03 (Low)
Negative 0 Channels E: 0.6 S: 0.4
SETL ND
FW Ratio 67% 4 facts · 2 inferences
Evidence: High: 0 Medium: 1 Low: 1 No Data: 29
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: 0.00 (1 articles) Personal: 0.00 (0 articles) Expression: 0.05 (1 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles)
Editorial Channel
What the content says
+0.05
Article 19 Freedom of Expression
Low Framing
Editorial
+0.05
SETL
ND

Article 19 affirms freedom of opinion and expression. Page contains technical research content with no explicit engagement with expression rights, but publication itself is form of expression.

0.00
Article 12 Privacy
Medium Framing
Editorial
0.00
SETL
ND

Article 12 protects privacy, family, home, correspondence. Page is technical documentation with no discussion of privacy, family autonomy, or correspondence protection.

ND
Preamble Preamble

Preamble concerns universal dignity and equal rights. Page content is technical research documentation with no engagement with dignity or equality concepts.

ND
Article 1 Freedom, Equality, Brotherhood

Article 1 affirms equal dignity and rights. Page does not address this.

ND
Article 2 Non-Discrimination

Article 2 prohibits discrimination. Page does not address discrimination.

ND
Article 3 Life, Liberty, Security

Article 3 addresses life, liberty, security. Page does not engage with these.

ND
Article 4 No Slavery

Article 4 prohibits slavery. Page does not address this.

ND
Article 5 No Torture

Article 5 prohibits torture and cruel treatment. Page does not address this.

ND
Article 6 Legal Personhood

Article 6 affirms right to legal recognition. Page does not address this.

ND
Article 7 Equality Before Law

Article 7 affirms equal protection of law. Page does not address this.

ND
Article 8 Right to Remedy

Article 8 affirms remedy for violations. Page does not address this.

ND
Article 9 No Arbitrary Detention

Article 9 prohibits arbitrary arrest. Page does not address this.

ND
Article 10 Fair Hearing

Article 10 affirms right to fair trial. Page does not address this.

ND
Article 11 Presumption of Innocence

Article 11 addresses presumption of innocence. Page does not address this.

ND
Article 13 Freedom of Movement

Article 13 affirms freedom of movement. Page does not address this.

ND
Article 14 Asylum

Article 14 addresses asylum. Page does not address this.

ND
Article 15 Nationality

Article 15 addresses nationality. Page does not address this.

ND
Article 16 Marriage & Family

Article 16 addresses family, marriage, consent. Page does not address this.

ND
Article 17 Property

Article 17 addresses property rights. Page does not address this.

ND
Article 18 Freedom of Thought

Article 18 affirms freedom of conscience, religion, thought. Page does not address these.

ND
Article 20 Assembly & Association

Article 20 addresses peaceful assembly and association. Page does not address this.

ND
Article 21 Political Participation

Article 21 addresses democratic participation. Page does not address this.

ND
Article 22 Social Security

Article 22 addresses social security. Page does not address this.

ND
Article 23 Work & Equal Pay

Article 23 addresses labor rights, fair wages, unions. Page does not address this.

ND
Article 24 Rest & Leisure

Article 24 addresses rest and leisure. Page does not address this.

ND
Article 25 Standard of Living

Article 25 addresses adequate standard of living, health, welfare. Page does not address this.

ND
Article 26 Education

Article 26 addresses education. Page does not address education rights.

ND
Article 27 Cultural Participation

Article 27 addresses cultural rights and intellectual property. Page is technical documentation; no engagement with cultural or artistic rights.

ND
Article 28 Social & International Order

Article 28 addresses right to social order where rights are realized. Page is technical research, not engaged with social order or systems.

ND
Article 29 Duties to Community

Article 29 addresses duties and community. Page does not address these.

ND
Article 30 No Destruction of Rights

Article 30 prevents abuse of rights. Page does not address this.

Structural Channel
What the site does
Domain Context Profile
Element Modifier Affects Note
Privacy
No privacy policy, cookie consent, or data handling statements observable on page.
Terms of Service
No terms of service or user agreement visible on page.
Accessibility
No accessibility statements or WCAG compliance indicators observed.
Mission
No explicit mission or values statement on page; domain appears to be technical/research-focused.
Editorial Code
No editorial policy or code of conduct visible.
Ownership
Ownership information not provided on page content.
Access Model
Content appears freely accessible; no paywall or registration requirement indicated.
Ad/Tracking
No advertising or third-party tracking scripts visible; page uses Framer CDN and Google Fonts only.
ND
Preamble Preamble

No structural signals observable.

ND
Article 1 Freedom, Equality, Brotherhood

No structural signals observable.

ND
Article 2 Non-Discrimination

No structural signals observable.

ND
Article 3 Life, Liberty, Security

No structural signals observable.

ND
Article 4 No Slavery

No structural signals observable.

ND
Article 5 No Torture

No structural signals observable.

ND
Article 6 Legal Personhood

No structural signals observable.

ND
Article 7 Equality Before Law

No structural signals observable.

ND
Article 8 Right to Remedy

No structural signals observable.

ND
Article 9 No Arbitrary Detention

No structural signals observable.

ND
Article 10 Fair Hearing

No structural signals observable.

ND
Article 11 Presumption of Innocence

No structural signals observable.

ND
Article 12 Privacy
Medium Framing

No privacy policy disclosed on domain per cached DCP; no privacy statements observable.

ND
Article 13 Freedom of Movement

No structural signals observable.

ND
Article 14 Asylum

No structural signals observable.

ND
Article 15 Nationality

No structural signals observable.

ND
Article 16 Marriage & Family

No structural signals observable.

ND
Article 17 Property

No structural signals observable.

ND
Article 18 Freedom of Thought

No structural signals observable.

ND
Article 19 Freedom of Expression
Low Framing

Content appears freely accessible without paywall or registration per cached DCP.

ND
Article 20 Assembly & Association

No structural signals observable.

ND
Article 21 Political Participation

No structural signals observable.

ND
Article 22 Social Security

No structural signals observable.

ND
Article 23 Work & Equal Pay

No structural signals observable.

ND
Article 24 Rest & Leisure

No structural signals observable.

ND
Article 25 Standard of Living

No structural signals observable.

ND
Article 26 Education

Content is publicly accessible, supporting information access.

ND
Article 27 Cultural Participation

No structural signals observable.

ND
Article 28 Social & International Order

No structural signals observable.

ND
Article 29 Duties to Community

No structural signals observable.

ND
Article 30 No Destruction of Rights

No structural signals observable.

Supplementary Signals
Epistemic Quality
0.45 medium claims
Sources
0.4
Evidence
0.5
Uncertainty
0.3
Purpose
0.6
Propaganda Flags
0 techniques detected
Solution Orientation
0.55 solution oriented
Reader Agency
0.5
Emotional Tone
measured
Valence
+0.1
Arousal
0.2
Dominance
0.6
Stakeholder Voice
0.20 1 perspective
Speaks: institution
Temporal Framing
present unspecified
Geographic Scope
global
Complexity
technical high jargon domain specific
Transparency
0.20
✗ Author
Event Timeline 2 events
2026-02-25 23:29 eval_success Evaluated: Neutral (0.02)
2026-02-25 23:02 eval_success Evaluated: Mild positive (0.26)
About HRCB | By Right | HN Guidelines | HN FAQ | Source | UDHR | RSS
build 0ab3844+kau3 · deployed 2026-02-26 00:11 UTC · evaluated 2026-02-26 00:16:07 UTC