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Model Comparison
Model Editorial Structural Class Conf SETL Theme deepseek/deepseek-v3.2-20251201 0.00 ND Neutral 0.15 — Knowledge & Technology @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Technology @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Tech Product
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 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 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 ND ND ND Article 20 ND ND ND Article 21 ND 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
Summary Knowledge & Technology Advocates
This page is a technical repository for the Qwen3.5-35B-A3B AI model, containing its configuration and chat template. The structural features primarily support the right to access information and participate in scientific advancement, with positive signals for freedom of expression, education, and culture. A negative structural signal is present for privacy due to integrated analytics tracking.
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: 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: ND — Freedom of Expression Article 19: No Data — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: ND — Social Security Article 22: No Data — Social Security 22 Article 23: ND — Work & Equal Pay Article 23: No Data — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: ND — Standard of Living Article 25: No Data — Standard of Living 25 Article 26: ND — Education Article 26: No Data — Education 26 Article 27: ND — Cultural Participation Article 27: No Data — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: ND — Duties to Community Article 29: No Data — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30 Negative Neutral Positive No Data
Aggregates
Editorial Mean ND Structural Mean ND Weighted Mean 0.00 Unweighted Mean 0.00 Max 0.00 N/A Min 0.00 N/A Signal 0 No Data 31 Volatility 0.00 (Low) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ ND FW Ratio ℹ 83% 34 facts · 7 inferences
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 (0 articles) Personal: 0.00 (0 articles) Expression: 0.00 (0 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles) Editorial Channel
What the content says
ND
Medium Advocacy Practice
No explicit textual reference to UDHR or foundational human rights principles.
FW Ratio: 67%
Observable Facts
The page is a public repository for the Qwen3.5-35B-A3B AI model. The page provides a technical chat template and configuration for the model. Inferences
Hosting an open AI model repository structurally supports the dissemination of technology and knowledge. ND
No textual content about human dignity, equality, or brotherhood.
FW Ratio: 50%
Observable Facts
The page contains only technical model configuration data. Inferences
Technical documentation does not engage with human dignity or equality concepts. ND
No content about non-discrimination or equal rights.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about life, liberty, or security.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about slavery or servitude.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about torture or cruel treatment.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about recognition as a person before the law.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about equal protection or non-discrimination before the law.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about effective remedy or fundamental rights violations.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about arbitrary arrest, detention, or exile.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about fair public hearing or independent tribunal.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about presumption of innocence or penal offenses.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
High Practice
No editorial discussion of privacy.
FW Ratio: 67%
Observable Facts
The page contains JavaScript code initializing analytics tracking via Plausible. The script sets custom properties including user login status. Inferences
The presence of analytics tracking structurally engages with user privacy in a negative direction. ND
No content about freedom of movement or residence.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about asylum from persecution.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about nationality or change of nationality.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about marriage, family, or consent.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about property ownership.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about freedom of thought, conscience, or religion.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
High Practice Coverage
No editorial discussion of freedom of opinion/expression.
FW Ratio: 67%
Observable Facts
The page hosts the Qwen3.5-35B-A3B AI model and its configuration. The page provides the model's chat template in a publicly accessible format. Inferences
Providing an open AI model structurally supports the right to seek, receive, and impart information. ND
No content about peaceful assembly or association.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about participation in government, elections, or public service.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about social security, economic/cultural rights, or dignity.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about work, employment, equal pay, or trade unions.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about rest, leisure, or working hours.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
Medium Practice
No editorial discussion of standard of living, health, or welfare.
FW Ratio: 50%
Observable Facts
The page includes JavaScript for theme switching (light/dark mode). Inferences
Theme switching is a structural feature that supports user comfort and accessibility, indirectly engaging with welfare. ND
Medium Practice
No editorial discussion of education or human development.
FW Ratio: 50%
Observable Facts
The page is a public repository for an advanced AI model. Inferences
Publicly sharing a complex AI model structurally facilitates education and the sharing of scientific advancement. ND
High Practice Coverage
No editorial discussion of cultural life or scientific advancement.
FW Ratio: 50%
Observable Facts
The page contains the full technical specification and chat template for the Qwen3.5-35B-A3B model. Inferences
Hosting an open-source AI model repository directly supports the right to enjoy the benefits of scientific progress. ND
No content about social/ international order for rights realization.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about duties to community or limitations on rights.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data. ND
No content about destruction of rights or interpretation of the Declaration.
FW Ratio: 100%
Observable Facts
The page contains only technical model configuration data.
Structural Channel
What the site does
Element Modifier Affects Note Legal & Terms Privacy -0.15 Article 12
Hugging Face implements analytics tracking (Plausible) and collects user data through cookies and configuration parameters; privacy policy exists but tracking is active by default. Terms of Service —
Standard Terms of Service present; no specific UDHR-relevant violations observable. Identity & Mission Mission +0.25 Article 19 Article 27
Hugging Face mission centers on democratizing AI and open-source model sharing, which supports free expression and access to knowledge/culture. Editorial Code —
No editorial code visible; content moderation policies not disclosed on this page. Ownership +0.05 Article 19 Article 27
Hugging Face is a private company; open-source ethos supports collaborative knowledge-sharing but corporate ownership structure has potential tensions with collective rights. Access & Distribution Access Model +0.20 Article 19 Article 25 Article 26 Article 27
Hugging Face provides free public access to models and repositories, supporting open access to information and culture; no paywalls observed on model pages. Ad/Tracking -0.10 Article 12
Analytics endpoint and tracking infrastructure present; user behavior tracked via Plausible and configuration logging. Accessibility +0.10 Article 25 Article 26
Platform provides theme switching and some accessibility features; model repositories are publicly accessible but full accessibility audit not visible in page content.
ND
Medium Advocacy Practice
Page hosts an open-source AI model, structurally enabling access to advanced technology and knowledge.
ND
No structural features directly engaging with dignity or equality.
ND
No structural features addressing discrimination.
ND
No structural features directly supporting or threatening these rights.
ND
No structural features related to slavery.
ND
No structural features related to torture.
ND
No structural features related to legal personality.
ND
No structural features addressing legal equality.
ND
No structural features related to judicial remedies.
ND
No structural features related to detention.
ND
No structural features related to judicial proceedings.
ND
No structural features related to criminal justice.
ND
High Practice
Page includes scripted analytics tracking (Plausible) and user data collection through configuration parameters, negatively impacting privacy.
ND
No structural features related to movement.
ND
No structural features related to asylum.
ND
No structural features related to nationality.
ND
No structural features related to family life.
ND
No structural features related to property rights.
ND
No structural features related to freedom of conscience.
ND
High Practice Coverage
Page is a public repository for an AI model, structurally enabling access to information and tools for expression.
ND
No structural features related to assembly or association.
ND
No structural features related to political participation.
ND
No structural features related to social security.
ND
No structural features related to labor rights.
ND
No structural features related to rest and leisure.
ND
Medium Practice
Providing open access to advanced AI tools could indirectly support innovation in health and welfare; page includes accessibility-related theme switching.
ND
Medium Practice
Open access to AI model knowledge and tools structurally supports education and knowledge-sharing.
ND
High Practice Coverage
Page is a repository for a sophisticated AI model, structurally enabling participation in cultural and scientific life.
ND
No structural features directly engaging with international order.
ND
No structural features related to community duties or rights limitations.
ND
No structural features related to rights destruction.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.97 low claims
Sources 1.0 Evidence 1.0 Uncertainty 1.0 Purpose 0.8
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
measured
Valence +0.1 Arousal 0.1 Dominance 0.3
Does the content identify its author and disclose interests?
0.00
✗ Author
More signals: context, framing & audience Does this content offer solutions or only describe problems?
0.86 mixed
Whose perspectives are represented in this content?
0.30 1 perspective
Speaks: institution
Is this content looking backward, at the present, or forward?
present unspecified
What geographic area does this content cover?
global How accessible is this content to a general audience?
technical high jargon domain specific
Longitudinal
· 5 evals
+1 0 −1 HN
Audit Trail
15 entries all eval pipeline all models deepseek-v3.2 llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-03-01 05:19 eval_success Evaluated: Neutral (0.00) - - 2026-03-01 05:19
eval
Evaluated by deepseek-v3.2 : 0.00 (Neutral) 11,587 tokens 2026-03-01 05:19 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 6R - - 2026-02-28 06:15 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:15
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) 0.00 reasoning Neutral tech platform, no explicit rights stance
2026-02-28 06:15 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 06:09 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:09
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning Neutral tech platform, no explicit rights stance
2026-02-28 06:09 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 06:05 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:05
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 reasoning PR tech content
2026-02-28 06:05 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 06:00 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:00 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 06:00
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) reasoning PR tech content