home / www.youtube.com / item 47186287
Model Comparison
Model Editorial Structural Class Conf SETL Theme deepseek/deepseek-v3.2-20251201 0.00 ND Neutral 0.08 — Platform Infrastructure @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 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 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 Digital Infrastructure Neutral
The content is a YouTube video watch page with no observable editorial content about human rights. The evaluation focuses on structural signals from the platform's technical implementation. The platform shows positive structural support for information access and expression (Articles 19, 27) but shows strong negative signals on privacy (Article 12) due to extensive tracking infrastructure. Most articles receive neutral scores due to lack of observable engagement.
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
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 51% 36 facts · 34 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
No editorial content available to assess preamble principles.
FW Ratio: 67%
Observable Facts
Page source contains only technical configuration data and experiment flags for platform functionality. No editorial or narrative content about human rights or dignity is present. Inferences
Technical configuration files do not directly reference human rights values. ND
No editorial content about inherent dignity, equality, or human rights.
FW Ratio: 67%
Observable Facts
Page contains technical configuration data without human-centric language. No content about human dignity, equality, or rights is present. Inferences
Technical infrastructure configuration is neutral regarding inherent human dignity. ND
No content addressing discrimination or equal rights protection.
FW Ratio: 67%
Observable Facts
Page source contains technical configuration without anti-discrimination language. No references to protected characteristics or equal treatment appear. Inferences
Platform infrastructure does not explicitly address discrimination in technical flags. ND
Low Practice
No editorial content about right to life, liberty, or security.
FW Ratio: 67%
Observable Facts
Page contains numerous technical experiment flags enabling various platform features. Platform provides technical capability for video hosting and communication. Inferences
Technical infrastructure enables expression capabilities that could support liberty and security of person in digital contexts. ND
No content addressing slavery or servitude.
FW Ratio: 67%
Observable Facts
Page source contains only technical configuration without slavery-related content. No flags or features related to human trafficking or forced labor appear. Inferences
Technical configuration is silent on issues of slavery and servitude. ND
No content addressing torture or cruel treatment.
FW Ratio: 67%
Observable Facts
Page contains only technical flags without human rights enforcement mechanisms. No content moderation or abuse prevention features are described in the configuration. Inferences
Technical infrastructure does not explicitly address torture or cruel treatment. ND
No content about recognition as a person before the law.
FW Ratio: 67%
Observable Facts
Technical configuration does not mention legal recognition or personhood. No features establishing user identity for legal purposes are described. Inferences
Platform infrastructure does not engage with legal personality concepts in observable configuration. ND
No content about equal protection against discrimination.
FW Ratio: 67%
Observable Facts
Technical flags do not include equal protection or anti-discrimination mechanisms. No references to legal protections or equality before law appear. Inferences
Configuration data does not demonstrate equal protection features. ND
No content about effective remedy for rights violations.
FW Ratio: 67%
Observable Facts
Technical configuration lacks grievance or remedy systems descriptions. No appeal or redress features are mentioned in experiment flags. Inferences
Infrastructure does not show evidence of effective remedy mechanisms for rights violations. ND
No content addressing arbitrary arrest or detention.
FW Ratio: 67%
Observable Facts
Page source contains only platform functionality flags. No content moderation or account suspension mechanisms are described. Inferences
Technical configuration does not engage with protections against arbitrary detention. ND
No content about fair public hearings.
FW Ratio: 67%
Observable Facts
Technical configuration lacks dispute resolution or hearing systems. No due process features are mentioned in experiment flags. Inferences
Platform infrastructure does not demonstrate fair public hearing mechanisms. ND
No content about presumption of innocence or fair trial.
FW Ratio: 67%
Observable Facts
Page contains only technical functionality flags. No content adjudication or penalty systems are described. Inferences
Configuration does not address presumption of innocence or fair trial rights. ND
Medium Practice
No editorial content about privacy or interference.
FW Ratio: 60%
Observable Facts
Page source includes WIZ_global_data tracking object with multiple experiment flags. Configuration shows ad tracking capabilities: 'enable_active_view_display_ad_renderer_web_home', 'enable_ads_web_ep'. Performance monitoring via ytcsi is implemented. Inferences
Extensive data collection infrastructure suggests potential interference with privacy. Ad tracking and telemetry systems could impair privacy rights. ND
Low Practice
No editorial content about freedom of movement or residence.
FW Ratio: 67%
Observable Facts
Platform configuration supports global video hosting and access. Technical infrastructure enables cross-border information flow. Inferences
Global platform infrastructure facilitates freedom of movement in digital space. ND
No content about asylum from persecution.
FW Ratio: 67%
Observable Facts
Technical configuration lacks asylum or persecution-related features. No flags related to protection from persecution appear. Inferences
Platform does not engage with asylum rights in observable configuration. ND
No content about right to nationality.
FW Ratio: 67%
Observable Facts
Technical flags do not reference nationality or citizenship. No features establishing or changing nationality are described. Inferences
Infrastructure does not address right to nationality. ND
No content about marriage and family rights.
FW Ratio: 67%
Observable Facts
Configuration lacks marriage or family-related functionality. No flags supporting family formation or protection appear. Inferences
Platform does not engage with marriage and family rights. ND
No content about property rights.
FW Ratio: 67%
Observable Facts
Technical configuration does not reference property rights. No intellectual property or ownership protection systems are described. Inferences
Infrastructure does not demonstrate property rights protections. ND
Low Practice
No editorial content about freedom of thought, conscience, religion.
FW Ratio: 67%
Observable Facts
Technical infrastructure supports user-generated content hosting. Platform capabilities enable dissemination of diverse viewpoints. Inferences
Content hosting infrastructure indirectly supports freedom of thought and conscience. ND
Medium Practice
No editorial content about freedom of opinion and expression.
FW Ratio: 60%
Observable Facts
Platform is configured for video hosting and sharing capabilities. Experiment flags enable various content creation and sharing features. Technical infrastructure supports freedom of expression through content distribution. Inferences
Video hosting platform structurally enables freedom of opinion and expression. Technical capabilities support Article 19 rights through information dissemination. ND
Low Practice
No editorial content about freedom of assembly and association.
FW Ratio: 67%
Observable Facts
Configuration includes community-related features: 'enable_community_page_on_desktop'. Platform supports user interaction and group formation capabilities. Inferences
Community features enable freedom of peaceful assembly and association in digital space. ND
No content about participation in government or equal access to public service.
FW Ratio: 67%
Observable Facts
Technical configuration lacks government participation or public service features. No flags related to voting, elections, or public service access appear. Inferences
Platform does not engage with political participation rights in observable configuration. ND
No content about social security or economic rights.
FW Ratio: 67%
Observable Facts
Configuration lacks social security or economic rights mechanisms. No features supporting social protection or welfare appear. Inferences
Infrastructure does not address social security rights. ND
No content about work, employment, or trade union rights.
FW Ratio: 67%
Observable Facts
Technical configuration does not reference work or employment rights. No trade union or fair remuneration features are described. Inferences
Platform does not engage with work and employment rights. ND
No content about rest, leisure, or reasonable working hours.
FW Ratio: 67%
Observable Facts
Configuration lacks features related to rest, leisure, or working time. No flags supporting reasonable limitations of working hours appear. Inferences
Infrastructure does not address right to rest and leisure. ND
Low Practice
No editorial content about standard of living or social services.
FW Ratio: 50%
Observable Facts
Configuration includes accessibility-related features: 'enable_mweb_keyboard_shortcuts'. Platform implements technical features that could support diverse user needs. Inferences
Accessibility features support adequate standard of living for people with disabilities. Keyboard shortcuts enable access for users with mobility impairments. ND
No content about education rights.
FW Ratio: 67%
Observable Facts
Technical configuration lacks explicit education-related features. No flags supporting educational access or content appear. Inferences
Platform does not demonstrate engagement with right to education in observable configuration. ND
Low Practice
No editorial content about cultural life, arts, or scientific advancement.
FW Ratio: 50%
Observable Facts
Technical infrastructure supports sharing of cultural and artistic content. Platform enables participation in cultural life through user-generated video. Inferences
Video hosting capabilities support participation in cultural life and enjoyment of the arts. Platform enables scientific advancement through educational and informational content sharing. ND
No content about social and international order.
FW Ratio: 67%
Observable Facts
Configuration lacks features related to social or international order. No flags supporting rights-protective order appear. Inferences
Platform does not engage with social and international order rights. ND
No content about duties to community or limitations on rights.
FW Ratio: 67%
Observable Facts
Technical configuration lacks community duty or rights limitation mechanisms. No features balancing individual rights with community needs appear. Inferences
Infrastructure does not address duties to community or limitations on rights. ND
No content about destruction of rights or freedoms.
FW Ratio: 67%
Observable Facts
Configuration lacks mechanisms preventing destruction of rights. No flags protecting against rights erosion appear. Inferences
Platform does not demonstrate engagement with protections against rights destruction.
Structural Channel
What the site does
ND
No structural elements directly invoking UDHR preamble observable in page source.
ND
No structural features promoting equality of dignity or rights.
ND
No structural features addressing non-discrimination observable in configuration.
ND
Low Practice
Technical infrastructure supports platform operations, indirectly enabling communication liberty.
ND
No structural features related to anti-slavery measures.
ND
No structural features addressing prevention of cruel treatment.
ND
No structural features supporting legal personality.
ND
No structural equal protection mechanisms observable.
ND
No structural remedial mechanisms observable in configuration.
ND
No structural features preventing arbitrary detention.
ND
No structural fair hearing mechanisms observable.
ND
No structural trial fairness features observable.
ND
Medium Practice
Extensive tracking and telemetry data collection visible in configuration.
ND
Low Practice
Platform enables global information access, supporting digital movement.
ND
No structural asylum-seeking features observable.
ND
No structural nationality-related features observable.
ND
No structural family-related features observable.
ND
No structural property protection features observable.
ND
Low Practice
Platform enables expression of diverse views, supporting freedom of thought.
ND
Medium Practice
Technical infrastructure enables video sharing and information dissemination.
ND
Low Practice
Platform enables community formation and interaction features.
ND
No structural democratic participation features observable.
ND
No structural social security features observable.
ND
No structural labor rights features observable.
ND
No structural rest/leisure features observable.
ND
Low Practice
Accessibility features support inclusion for people with disabilities.
ND
No structural educational features directly observable.
ND
Low Practice
Platform enables cultural participation and access to arts through video sharing.
ND
No structural order-establishing features observable.
ND
No structural community duty features observable.
ND
No structural rights protection against destruction observable.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.00 low claims
Sources 0.0 Evidence 0.0 Uncertainty 0.0 Purpose 0.0
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
detached
Valence 0.0 Arousal 0.0 Dominance 0.0
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?
0.00 problem only
Whose perspectives are represented in this content?
0.00 0 perspectives
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
3 HN snapshots · 4 evals
Audit Trail
12 entries all eval pipeline all models deepseek-v3.2 llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-03-01 06:14 eval_success Evaluated: Neutral (0.00) - - 2026-03-01 06:14 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 8R - - 2026-03-01 06:14
eval
Evaluated by deepseek-v3.2 : 0.00 (Neutral) 15,464 tokens 0.00 2026-03-01 06:12 eval_success Evaluated: Neutral (0.00) - - 2026-03-01 06:12 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 31R - - 2026-03-01 06:12
eval
Evaluated by deepseek-v3.2 : 0.00 (Neutral) 15,429 tokens 2026-02-28 06:18 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:18
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning Tech tutorial, no human rights discussion
2026-02-28 06:18 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 06:18 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 06:18 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:18
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) reasoning Tech tutorial no rights stance