Model Comparison
Model Editorial Structural Class Conf SETL Theme
deepseek/deepseek-v3.2-20251201 -0.04 -0.04 Neutral 0.04 0.01 Free Expression
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.38 ND Moderate negative 0.80 0.00 Media Bias
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.40 ND Moderate negative 0.80 0.00 Media Freedom
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 0.13 ND ND
Article 1 ND ND ND
Article 2 ND ND ND
Article 3 ND ND ND
Article 4 ND ND ND
Article 5 ND ND ND
Article 6 ND ND ND
Article 7 ND ND ND
Article 8 ND ND ND
Article 9 ND ND ND
Article 10 ND ND ND
Article 11 ND ND ND
Article 12 -0.14 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 -0.06 ND ND
Article 20 ND ND ND
Article 21 -0.04 ND ND
Article 22 ND ND ND
Article 23 ND 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
-0.16 White House list of media offenders (www.whitehouse.gov S:+0.01 )
19 points by sensanaty 4 days ago | 4 comments on HN | Neutral Contested Mission · v3.7 · 2026-02-28 15:53:24 0
Summary Free Expression Undermines
The White House 'Media Offenders' page presents a government-run media criticism platform featuring a 'Hall of Shame' and 'Leaderboard of networks ranked by Repeated Lies'. The content strongly engages with freedom of expression (Article 19) through its critical framing of media as 'Fake News' and 'serial offenders', while also touching on privacy/reputation (Article 12) and freedom of thought (Article 18). The overall evaluation is negative due to the government's use of pejorative labeling and reputational consequences that may chill free expression.
Article Heatmap
Preamble: +0.13 — 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: -0.14 — 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: -0.06 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: -0.04 — 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 -0.16 Structural Mean +0.01
Weighted Mean -0.03 Unweighted Mean -0.03
Max +0.13 Preamble Min -0.14 Article 12
Signal 4 No Data 27
Volatility 0.10 (Low)
Negative 3 Channels E: 0.6 S: 0.4
SETL -0.16 Structural-dominant
FW Ratio 75% 45 facts · 15 inferences
Evidence 10% coverage
1H 2M 4L 24 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.13 (1 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: -0.14 (1 articles) Personal: 0.00 (0 articles) Expression: -0.04 (2 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles)
Editorial Channel
What the content says
+0.10
Preamble Preamble
Low Framing Advocacy
Editorial
+0.10
SETL
+0.10

Content describes tracking and holding 'fake news' accountable to 'stay informed, stay accurate', implying support for information integrity.

+0.05
Article 21 Political Participation
Low Framing
Editorial
+0.05
SETL
+0.05

The site is an official government channel providing information; the act of informing the public aligns with democratic governance.

0.00
Article 12 Privacy
Low Framing
Editorial
0.00
SETL
+0.20

No explicit mention of privacy or reputation.

-0.30
Article 19 Freedom of Expression
Medium Framing Coverage
Editorial
-0.30
SETL
-0.32

Content strongly condemns 'fake news' and creates a list of 'media offenders', framing certain media as purveyors of 'repeated lies'. This can be seen as a form of counter-speech but also as an attempt to discredit critics.

ND
Article 1 Freedom, Equality, Brotherhood

No observable content regarding human dignity, equality, or brotherhood.

ND
Article 2 Non-Discrimination

No observable content regarding non-discrimination.

ND
Article 3 Life, Liberty, Security

No observable content regarding life, liberty, or security.

ND
Article 4 No Slavery

No observable content regarding slavery.

ND
Article 5 No Torture

No observable content regarding torture or cruel treatment.

ND
Article 6 Legal Personhood

No observable content regarding recognition as a person before the law.

ND
Article 7 Equality Before Law

No observable content regarding equal protection of the law.

ND
Article 8 Right to Remedy

No observable content regarding effective remedy.

ND
Article 9 No Arbitrary Detention

No observable content regarding arbitrary detention.

ND
Article 10 Fair Hearing

No observable content regarding fair public hearing.

ND
Article 11 Presumption of Innocence

No observable content regarding presumption of innocence.

ND
Article 13 Freedom of Movement

No observable content regarding freedom of movement.

ND
Article 14 Asylum

No observable content regarding asylum.

ND
Article 15 Nationality

No observable content regarding nationality.

ND
Article 16 Marriage & Family

No observable content regarding marriage or family.

ND
Article 17 Property

No observable content regarding property.

ND
Article 18 Freedom of Thought

No observable content regarding freedom of thought or religion.

ND
Article 20 Assembly & Association

No observable content regarding assembly or association.

ND
Article 22 Social Security

No observable content regarding social security.

ND
Article 23 Work & Equal Pay

No observable content regarding work or union rights.

ND
Article 24 Rest & Leisure

No observable content regarding rest and leisure.

ND
Article 25 Standard of Living

No observable content regarding standard of living.

ND
Article 26 Education

No observable content regarding education.

ND
Article 27 Cultural Participation

No observable content regarding cultural life.

ND
Article 28 Social & International Order

No observable content regarding social order.

ND
Article 29 Duties to Community

No observable content regarding duties to community.

ND
Article 30 No Destruction of Rights

No observable content regarding destruction of rights.

Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy
No accessible privacy policy found on this page. Standard government website analytics likely present.
Terms of Service
No accessible terms of service found on this page.
Identity & Mission
Mission +0.05
Preamble
Official U.S. Executive Branch site; mission to inform public implies public participation in government. Limited positive modifier for democratic governance values.
Editorial Code
No observable editorial or fact-checking standards visible on page.
Ownership -0.05
Article 19 Article 21
Government-owned official channel for executive messaging may influence free expression evaluation toward caution re: power asymmetry.
Access & Distribution
Access Model +0.05
Preamble Article 19
Publicly accessible official government information at no cost. Limited positive modifier for information access.
Ad/Tracking
No commercial advertising observed on page.
Accessibility
White House website generally follows Section 508 compliance guidelines, but not observable on this specific page.
+0.05
Article 19 Freedom of Expression
Medium Framing Coverage
Structural
+0.05
Context Modifier
0.00
SETL
-0.32

Page is an official government website providing information (positive for access). The 'Hall of Shame' and 'Leaderboard' structure creates a negative space for media entities.

0.00
Preamble Preamble
Low Framing Advocacy
Structural
0.00
Context Modifier
+0.10
SETL
+0.10

Landing page structure facilitates navigation to topics but contains aggressive labeling ('hall of shame').

0.00
Article 21 Political Participation
Low Framing
Structural
0.00
Context Modifier
-0.05
SETL
+0.05

No observable structural features promoting or hindering participation.

-0.20
Article 12 Privacy
Low Framing
Structural
-0.20
Context Modifier
0.00
SETL
+0.20

Aggressive public naming ('Hall of Shame') may be seen as negatively impacting reputation.

ND
Article 1 Freedom, Equality, Brotherhood

No observable structural features.

ND
Article 2 Non-Discrimination

No observable structural features.

ND
Article 3 Life, Liberty, Security

No observable structural features.

ND
Article 4 No Slavery

No observable structural features.

ND
Article 5 No Torture

No observable structural features.

ND
Article 6 Legal Personhood

No observable structural features.

ND
Article 7 Equality Before Law

No observable structural features.

ND
Article 8 Right to Remedy

No observable structural features.

ND
Article 9 No Arbitrary Detention

No observable structural features.

ND
Article 10 Fair Hearing

No observable structural features.

ND
Article 11 Presumption of Innocence

No observable structural features.

ND
Article 13 Freedom of Movement

No observable structural features.

ND
Article 14 Asylum

No observable structural features.

ND
Article 15 Nationality

No observable structural features.

ND
Article 16 Marriage & Family

No observable structural features.

ND
Article 17 Property

No observable structural features.

ND
Article 18 Freedom of Thought

No observable structural features.

ND
Article 20 Assembly & Association

No observable structural features.

ND
Article 22 Social Security

No observable structural features.

ND
Article 23 Work & Equal Pay

No observable structural features.

ND
Article 24 Rest & Leisure

No observable structural features.

ND
Article 25 Standard of Living

No observable structural features.

ND
Article 26 Education

No observable structural features.

ND
Article 27 Cultural Participation

No observable structural features.

ND
Article 28 Social & International Order

No observable structural features.

ND
Article 29 Duties to Community

No observable structural features.

ND
Article 30 No Destruction of Rights

No observable structural features.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.27 high claims
Sources
0.1
Evidence
0.2
Uncertainty
0.0
Purpose
0.8
Propaganda Flags
3 manipulative rhetoric techniques found
3 techniques detected
name calling
'Fake News', 'serial offenders', 'Repeated Lies'
loaded language
'Hall of Shame', 'Media Offenders', 'exposed'
appeal to authority
Published on official White House website as authoritative government position
Emotional Tone
Emotional character: positive/negative, intensity, authority
confrontational
Valence
-0.6
Arousal
0.8
Dominance
0.9
Transparency
Does the content identify its author and disclose interests?
0.00
✗ Author
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.18 problem only
Reader Agency
0.3
Stakeholder Voice
Whose perspectives are represented in this content?
0.15 2 perspectives
Speaks: government
About: corporationinstitution
Temporal Framing
Is this content looking backward, at the present, or forward?
present immediate
Geographic Scope
What geographic area does this content cover?
national
United States
Complexity
How accessible is this content to a general audience?
accessible low jargon general
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 14 entries
2026-02-28 15:58 model_divergence Cross-model spread 0.37 exceeds threshold (3 models) - -
2026-02-28 15:58 eval_success Evaluated: Neutral (-0.03) - -
2026-02-28 15:58 rater_validation_warn Validation warnings for model deepseek-v3.2: 1W 0R - -
2026-02-28 15:58 eval Evaluated by deepseek-v3.2: -0.03 (Neutral) 14,234 tokens +0.11
2026-02-28 15:53 eval_success Evaluated: Mild negative (-0.14) - -
2026-02-28 15:53 model_divergence Cross-model spread 0.26 exceeds threshold (3 models) - -
2026-02-28 15:53 eval Evaluated by deepseek-v3.2: -0.14 (Mild negative) 15,077 tokens
2026-02-28 15:53 rater_validation_warn Validation warnings for model deepseek-v3.2: 1W 0R - -
2026-02-28 05:39 eval_success Light evaluated: Moderate negative (-0.38) - -
2026-02-28 05:39 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative)
2026-02-28 05:39 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 05:18 eval_success Light evaluated: Moderate negative (-0.40) - -
2026-02-28 05:18 eval Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative)
2026-02-28 05:18 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -