Model Comparison
Model Editorial Structural Class Conf SETL Theme
deepseek/deepseek-v3.2-20251201 +0.38 +0.10 Moderate positive 0.08 0.35 Workplace Discrimination & AI
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 1.00 0.00 No human rights theme
Section deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND
Article 1 ND ND ND
Article 2 0.30 ND ND
Article 3 ND ND ND
Article 4 ND ND ND
Article 5 ND ND ND
Article 6 ND ND ND
Article 7 0.30 ND ND
Article 8 ND ND ND
Article 9 ND ND ND
Article 10 ND ND ND
Article 11 ND ND ND
Article 12 ND ND ND
Article 13 ND ND ND
Article 14 ND ND ND
Article 15 ND ND ND
Article 16 ND ND ND
Article 17 ND ND ND
Article 18 ND ND ND
Article 19 0.55 ND ND
Article 20 ND ND ND
Article 21 ND ND ND
Article 22 ND ND ND
Article 23 0.50 ND ND
Article 24 ND ND ND
Article 25 ND ND ND
Article 26 ND ND ND
Article 27 ND ND ND
Article 28 ND ND ND
Article 29 ND ND ND
Article 30 ND ND ND
+0.38 Washington state hotline callers hear AI voice with Spanish accent – AP News (apnews.com S:+0.10 )
8 points by rbanffy 2 days ago | 2 comments on HN | Moderate positive Contested Mixed · v3.7 · 2026-03-01 02:39:29 0
Summary Workplace Discrimination & AI Acknowledges
This AP News article reports on a worker's allegations that an AI resume screening tool used by the Washington state government discriminated against him based on his Spanish accent. The content's primary human rights engagement is with non-discrimination in employment (Article 23) and equal protection under the law (Articles 2 & 7), framed through investigative journalism that practices freedom of expression. The overall evaluation is mildly positive, acknowledging rights issues through factual reporting.
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: +0.30 — 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: +0.30 — 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: ND — Privacy Article 12: No Data — 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: +0.55 — 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: +0.50 — 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 +0.38 Structural Mean +0.10
Weighted Mean +0.41 Unweighted Mean +0.41
Max +0.55 Article 19 Min +0.30 Article 2
Signal 4 No Data 27
Volatility 0.11 (Medium)
Negative 0 Channels E: 0.6 S: 0.4
SETL ℹ +0.35 Editorial-dominant
FW Ratio ℹ 54% 15 facts · 13 inferences
Evidence 8% coverage ℹ
4M 1L 27 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.30 (1 articles) Security: 0.00 (0 articles) Legal: 0.30 (1 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.00 (0 articles) Expression: 0.55 (1 articles) Economic & Social: 0.50 (1 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles)
Editorial Channel
What the content says
+0.50
Article 23 Work & Equal Pay
Medium Coverage Framing
Editorial
+0.50
SETL
ND

Core of article is about alleged discrimination in employment (hiring process) and fair conditions of work, directly engaging with right to work.

+0.40
Article 19 Freedom of Expression
Medium Coverage Framing
Editorial
+0.40
SETL
+0.35

Article practices freedom of expression by reporting on a public interest story about government use of AI and alleged discrimination.

+0.30
Article 2 Non-Discrimination
Medium Coverage
Editorial
+0.30
SETL
ND

Content centers on allegations of discrimination based on national origin/language (Spanish accent), directly engaging with prohibited grounds.

+0.30
Article 7 Equality Before Law
Medium Coverage
Editorial
+0.30
SETL
ND

Article reports on alleged unequal protection of the law in a hiring process, implicitly engaging with equality before the law.

ND
Preamble Preamble

Article reports on allegations of discriminatory AI screening, does not explicitly invoke the UDHR or general human dignity principles.

ND
Article 1 Freedom, Equality, Brotherhood

Article does not discuss principles of equality, dignity, or conscience.

ND
Article 3 Life, Liberty, Security

No mention of right to life, liberty, or security of person.

ND
Article 4 No Slavery

No discussion of slavery or servitude.

ND
Article 5 No Torture

No discussion of torture or cruel treatment.

ND
Article 6 Legal Personhood

No discussion of legal personhood or recognition before the law.

ND
Article 8 Right to Remedy

No discussion of effective remedies for rights violations.

ND
Article 9 No Arbitrary Detention

No discussion of arbitrary arrest, detention, or exile.

ND
Article 10 Fair Hearing

No discussion of fair public hearings.

ND
Article 11 Presumption of Innocence

No discussion of presumption of innocence or criminal law.

ND
Article 12 Privacy

Article does not discuss privacy, attacks on honor, or arbitrary interference.

ND
Article 13 Freedom of Movement

No discussion of freedom of movement or residence.

ND
Article 14 Asylum

No discussion of asylum from persecution.

ND
Article 15 Nationality

No discussion of nationality rights.

ND
Article 16 Marriage & Family

No discussion of marriage or family rights.

ND
Article 17 Property

No discussion of property rights.

ND
Article 18 Freedom of Thought

No discussion of freedom of thought, conscience, or religion.

ND
Article 20 Assembly & Association

No discussion of peaceful assembly or association.

ND
Article 21 Political Participation

No discussion of participation in government or elections.

ND
Article 22 Social Security

No discussion of social security or economic rights realization.

ND
Article 24 Rest & Leisure

No discussion of rest, leisure, or working hours.

ND
Article 25 Standard of Living

No discussion of standard of living, health, or social services.

ND
Article 26 Education
Low Practice

Article does not discuss education.

ND
Article 27 Cultural Participation

No discussion of cultural life, science, or authorship.

ND
Article 28 Social & International Order

No discussion of a social and international order for rights realization.

ND
Article 29 Duties to Community

No discussion of duties to community or limitations on rights.

ND
Article 30 No Destruction of Rights

No discussion of rights destruction or interpretation.
Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy -0.10
Article 12
AP News employs standard third-party tracking and analytics. CSS reveals ad tracking infrastructure with FreeStar and Nativo integration, typical of major news sites but represents privacy trade-offs.
Terms of Service —
No ToS content visible in provided source. Cannot evaluate.
Identity & Mission
Mission +0.20
Article 19 Preamble
AP News is a cooperative news agency with public interest mission. Infrastructure supports information dissemination without apparent paywall on core news reporting.
Editorial Code —
No editorial policy documentation visible in provided source.
Ownership +0.10
Article 19
AP is member-owned cooperative with decentralized ownership structure, reducing singular editorial control risks.
Access & Distribution
Access Model +0.15
Article 19 Article 26
AP News provides free access to core news content. CSS shows responsive design supporting mobile/desktop access.
Ad/Tracking -0.15
Article 12
Extensive ad infrastructure visible in CSS (FreeStar, Nativo, apnews feeds) indicates behavioral tracking for targeting, affecting privacy expectations.
Accessibility +0.15
Article 19 Article 26
CSS includes dark mode/light mode support and responsive design patterns, indicating accessibility consideration for visual accommodations.
+0.10
Article 19 Freedom of Expression
Medium Coverage Framing
Structural
+0.10
Context Modifier
+0.30
SETL
+0.35

Site provides a platform for news dissemination with features like dark/light mode and responsive design for access.

ND
Preamble Preamble

Site provides reporting infrastructure but no observable features directly addressing the UDHR's foundational principles.

ND
Article 1 Freedom, Equality, Brotherhood

No observable site features promoting equality in dignity and rights.

ND
Article 2 Non-Discrimination
Medium Coverage

No observable site features preventing discrimination.

ND
Article 3 Life, Liberty, Security

No observable site features safeguarding life, liberty, or security.

ND
Article 4 No Slavery

No observable site features related to anti-slavery.

ND
Article 5 No Torture

No observable site features related to preventing torture.

ND
Article 6 Legal Personhood

No observable site features affirming legal personhood.

ND
Article 7 Equality Before Law
Medium Coverage

No observable site features ensuring equal protection.

ND
Article 8 Right to Remedy

No observable site features providing legal remedies.

ND
Article 9 No Arbitrary Detention

No observable site features preventing arbitrary detention.

ND
Article 10 Fair Hearing

No observable site features facilitating fair hearings.

ND
Article 11 Presumption of Innocence

No observable site features related to fair criminal trials.

ND
Article 12 Privacy

Site CSS reveals advertising and tracking infrastructure (e.g., FreeStar, Nativo).

ND
Article 13 Freedom of Movement

No observable site features related to freedom of movement.

ND
Article 14 Asylum

No observable site features related to asylum.

ND
Article 15 Nationality

No observable site features related to nationality.

ND
Article 16 Marriage & Family

No observable site features related to family life.

ND
Article 17 Property

No observable site features protecting property.

ND
Article 18 Freedom of Thought

No observable site features facilitating freedom of thought.

ND
Article 20 Assembly & Association

No observable site features facilitating assembly or association.

ND
Article 21 Political Participation

No observable site features related to political participation.

ND
Article 22 Social Security

No observable site features related to social security.

ND
Article 23 Work & Equal Pay
Medium Coverage Framing

No observable site features promoting just work conditions.

ND
Article 24 Rest & Leisure

No observable site features related to rest and leisure.

ND
Article 25 Standard of Living

No observable site features related to adequate living standards.

ND
Article 26 Education
Low Practice

Site's accessible design (dark/light mode, responsive layout) facilitates access to information, a component of education.

ND
Article 27 Cultural Participation

No observable site features related to cultural participation.

ND
Article 28 Social & International Order

No observable site features promoting an international rights order.

ND
Article 29 Duties to Community

No observable site features related to community duties.

ND
Article 30 No Destruction of Rights

No observable site features related to prohibiting rights destruction.
Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality ℹ
How well-sourced and evidence-based is this content?
0.81 low claims
Sources
0.9
Evidence
0.7
Uncertainty
0.8
Purpose
1.0
Propaganda Flags ℹ
No manipulative rhetoric detected
0 techniques detected
Emotional Tone ℹ
Emotional character: positive/negative, intensity, authority
measured
Valence
-0.3
Arousal
0.3
Dominance
0.3
Transparency ℹ
Does the content identify its author and disclose interests?
0.33
✓ Author
More signals: context, framing & audience
Solution Orientation ℹ
Does this content offer solutions or only describe problems?
0.04 problem only
Reader Agency
0.1
Stakeholder Voice ℹ
Whose perspectives are represented in this content?
0.70 4 perspectives
Speaks: individualsgovernmentinstitutionworkers
About: individualsworkers
Temporal Framing ℹ
Is this content looking backward, at the present, or forward?
present immediate
Geographic Scope ℹ
What geographic area does this content cover?
national
Washington, United States
Complexity ℹ
How accessible is this content to a general audience?
accessible low jargon general
Longitudinal 2 HN snapshots · 25 evals
+1 0 −1 HN
Audit Trail 45 entries
2026-03-01 02:39 eval_success Evaluated: Moderate positive (0.41) - -
2026-03-01 02:39 model_divergence Cross-model spread 0.41 exceeds threshold (3 models) - -
2026-03-01 02:39 eval Evaluated by deepseek-v3.2: +0.41 (Moderate positive) 15,409 tokens +0.07
2026-03-01 02:39 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 1R - -
2026-03-01 02:19 eval_success Evaluated: Moderate positive (0.35) - -
2026-03-01 02:19 model_divergence Cross-model spread 0.35 exceeds threshold (3 models) - -
2026-03-01 02:19 eval Evaluated by deepseek-v3.2: +0.35 (Moderate positive) 14,901 tokens
2026-02-28 21:30 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 21:30 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 21:24 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 21:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 20:43 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 20:43 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 20:34 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 20:34 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 19:54 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 19:54 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 19:46 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 19:46 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 19:07 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 19:07 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 19:06 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 19:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 18:28 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 18:28 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 18:27 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 18:27 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 18:23 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 18:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 18:03 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 18:03 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 17:58 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 17:58 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 17:38 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 17:38 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 17:32 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 17:32 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 17:08 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 17:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 16:40 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 16:39 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 15:49 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 15:48 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial, no rights stance
2026-02-28 05:54 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Editorial stance on AI voice with Spanish accent, neutral reporting
2026-02-28 05:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech tutorial, no rights stance