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Model Comparison
Model Editorial Structural Class Conf SETL Theme deepseek/deepseek-v3.2-20251201 +0.14 +0.04 Mild positive 0.21 0.11 Information & Technology @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 tech news @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Technology
Section deepseek/deepseek-v3.2-20251201 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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 0.18 ND ND Article 20 ND ND ND Article 21 ND ND ND Article 22 ND ND ND Article 23 0.06 ND ND Article 24 ND ND ND Article 25 ND ND ND Article 26 0.06 ND ND Article 27 0.09 ND ND Article 28 ND ND ND Article 29 ND ND ND Article 30 ND ND ND
Summary Information & Technology Acknowledges
This page is a technical news article announcing the release of LXD 6.7, an open-source container management system. The content lightly engages with human rights themes related to the dissemination of information, participation in scientific progress, and the right to work, primarily through its subject matter and free accessibility. The overall evaluation is neutral to mildly positive, with structural elements like analytics tracking presenting a slight negative signal on privacy.
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: +0.18 — 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: +0.06 — 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: +0.06 — Education 26 Article 27: +0.09 — 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 +0.14 Structural Mean +0.04 Weighted Mean +0.11 Unweighted Mean +0.10 Max +0.18 Article 19 Min +0.06 Article 23 Signal 4 No Data 27 Volatility 0.05 (Low) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ +0.11 Editorial-dominant FW Ratio ℹ 50% 32 facts · 32 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: 0.18 (1 articles) Economic & Social: 0.06 (1 articles) Cultural: 0.07 (2 articles) Order & Duties: 0.00 (0 articles) Editorial Channel
What the content says
+0.20
Medium Coverage Practice
Article is a news announcement about open-source software, contributing to the dissemination of information and ideas.
FW Ratio: 50%
Observable Facts
The page announces the release of LXD 6.7, an open-source container manager. The content is accessible without a paywall or login. Inferences
Reporting on open-source software developments supports the free flow of information and technical ideas. Free access to this information removes a common barrier to receiving information. +0.15
Low Coverage
Article covers developments in open-source software, a field of cultural and scientific production.
FW Ratio: 50%
Observable Facts
The article announces new features in an open-source container management project. Inferences
Covering open-source software developments supports participation in cultural life and scientific progress. +0.10
Low Coverage
Article mentions Canonical employees contributing to the software, implicitly acknowledging work and employment.
FW Ratio: 50%
Observable Facts
The article mentions that 'Canonical engineers' are behind the LXD project. Inferences
Acknowledging the work of engineers provides a mild, implicit nod to the right to work. +0.10
Low Coverage
Article provides technical information and educational content about a software release, contributing to knowledge dissemination.
FW Ratio: 50%
Observable Facts
The article lists technical features and changes in a software update. Inferences
Providing detailed technical information serves an educational function for the developer community. ND
Low Coverage
No editorial content directly addressing the UDHR's foundational principles.
FW Ratio: 50%
Observable Facts
The page content is accessible without a paywall, login, or registration. Inferences
Free access to technical information indirectly supports the diffusion of knowledge and ideas fundamental to human rights. ND
Low
No editorial content about human dignity, equality, or rights.
FW Ratio: 50%
Observable Facts
The page content is a technical announcement about software. Inferences
The neutral, technical subject matter does not engage with concepts of inherent dignity or equal rights. ND
Low
No content regarding non-discrimination or equal rights.
FW Ratio: 50%
Observable Facts
The page does not contain language specifying audience restrictions. Inferences
The neutral, universal accessibility of the page does not signal discrimination but also does not actively promote non-discrimination. ND
Low
No mention of life, liberty, or security of person.
FW Ratio: 50%
Observable Facts
The page content is a technical software announcement. Inferences
The subject matter is unrelated to the right to life, liberty, or personal security. ND
Low
No content about slavery or servitude.
FW Ratio: 50%
Observable Facts
The page does not discuss labor practices or servitude. Inferences
The content is neutral with respect to prohibitions on slavery and servitude. ND
Low
No content about torture or cruel treatment.
FW Ratio: 50%
Observable Facts
The page does not contain violent, threatening, or degrading content. Inferences
The technical content presents no observable threats to personal integrity or freedom from cruel treatment. ND
Low
No content about legal personhood or recognition before the law.
FW Ratio: 50%
Observable Facts
The page does not require user identification or registration. Inferences
The site's access model does not engage with rights to recognition as a person before the law. ND
Low
No content about equal protection or non-discrimination under the law.
FW Ratio: 50%
Observable Facts
The page presents the same content to all visitors. Inferences
The uniform presentation of content does not signal discrimination but also does not advocate for equal protection. ND
Low
No content about effective remedies for rights violations.
FW Ratio: 50%
Observable Facts
No contact information, feedback forms, or appeals process is visible on the page. Inferences
The page structure does not facilitate remedies for rights violations. ND
Low
No content about arbitrary arrest, detention, or exile.
FW Ratio: 50%
Observable Facts
Access to the page content is not restricted. Inferences
The lack of access restrictions means the page does not engage with rights against arbitrary detention. ND
Low
No content about fair public hearings or independent tribunals.
FW Ratio: 50%
Observable Facts
The page is a news article, not a judicial or quasi-judicial proceeding. Inferences
The content format is unrelated to the right to a fair and public hearing. ND
Low
No content about presumption of innocence or criminal defense rights.
FW Ratio: 50%
Observable Facts
The page does not make accusations against individuals or groups. Inferences
The technical announcement does not engage with rights related to criminal defense. ND
Low Practice
No editorial discussion of privacy, home, correspondence, or honor/reputation.
FW Ratio: 50%
Observable Facts
The page source includes scripts for Google Analytics (gtag). Inferences
The inclusion of third-party analytics scripts involves user data collection, presenting a potential tension with privacy rights in the absence of clear notice. ND
Low
No content about freedom of movement or residence within borders.
FW Ratio: 50%
Observable Facts
The page does not discuss geographic movement or residency. Inferences
The subject matter of software development is unrelated to rights of movement and residence. ND
Low
No content about asylum from persecution.
FW Ratio: 50%
Observable Facts
The page does not mention asylum or persecution. Inferences
The content is neutral with respect to the right to seek asylum. ND
Low
No content about nationality or the right to change it.
FW Ratio: 50%
Observable Facts
The page does not ask for or reference user nationality. Inferences
The site's access model does not engage with rights to a nationality. ND
Low
No content about marriage, family, or consent.
FW Ratio: 50%
Observable Facts
The page content is about software container technology. Inferences
The technical subject matter does not engage with rights related to marriage and family. ND
Low
No content about property ownership, alone or in association.
FW Ratio: 50%
Observable Facts
The page does not discuss ownership of software, data, or other property. Inferences
The content is neutral with respect to the right to own property. ND
Low
No content about freedom of thought, conscience, or religion.
FW Ratio: 50%
Observable Facts
The page does not contain religious or ideological content. Inferences
The technical focus does not engage with rights to freedom of thought and religion. ND
Low
No content about peaceful assembly or association.
FW Ratio: 50%
Observable Facts
The page does not discuss community organizing, protests, or group formation. Inferences
The subject matter does not engage with rights to peaceful assembly and association. ND
Low
No content about participation in government, elections, or public service.
FW Ratio: 50%
Observable Facts
The page does not mention government, voting, or political participation. Inferences
The content is neutral with respect to the right to take part in government. ND
Low
No content about social security, economic rights, or cultural development.
FW Ratio: 50%
Observable Facts
The page does not discuss social welfare, economic systems, or cultural development. Inferences
The technical announcement does not engage with rights to social security or cultural realization. ND
Low
No content about rest, leisure, or reasonable working hours.
FW Ratio: 50%
Observable Facts
The page does not discuss working conditions, rest, or leisure. Inferences
The content is neutral with respect to the right to rest and leisure. ND
Low
No content about standard of living, health, or social services.
FW Ratio: 50%
Observable Facts
The page does not discuss healthcare, food, housing, or social services. Inferences
The technical subject matter does not engage with rights to an adequate standard of living. ND
Low
No content about social and international order for rights realization.
FW Ratio: 50%
Observable Facts
The page does not discuss social systems, international relations, or legal orders. Inferences
The technical focus does not engage with the right to a social and international order. ND
Low
No content about duties to community or limitations on rights for others' freedoms.
FW Ratio: 50%
Observable Facts
The page does not discuss community duties, morality, or limitations on rights. Inferences
The content is neutral with respect to duties to the community and limitations on rights. ND
Low
No content about destruction of UDHR rights or interpretation permitting such destruction.
FW Ratio: 50%
Observable Facts
The page does not contain text advocating for the destruction of any rights. Inferences
The content presents no observable threat to the integrity of the UDHR.
Structural Channel
What the site does
Element Modifier Affects Note Legal & Terms Privacy —
No privacy policy or data handling statement observable on-page. Terms of Service —
No terms of service or user agreement observable on-page. Identity & Mission Mission —
No mission or values statement observable on-page. Editorial Code —
No editorial code, ethics policy, or disclosure statement observable on-page. Ownership —
No ownership or authorship attribution observable on-page. Access & Distribution Access Model —
Content is freely accessible without paywall or registration requirement. Ad/Tracking —
Scripts for Google Analytics (gtag) are observable in the page source. Accessibility —
No accessibility features or statements observable on-page.
+0.15
Medium Coverage Practice
Page is freely accessible, facilitating receipt and impart of information. No paywall or registration barriers.
0.00
Low Coverage
No structural features related to employment, unions, or just remuneration.
0.00
Low Coverage
No structural features that specifically promote or hinder education.
0.00
Low Coverage
No structural features that protect or share in scientific advancement.
ND
Low Coverage
Page is freely accessible without registration, facilitating access to information, which is consistent with promoting rights awareness.
ND
Low
No structural features that affirm or deny human dignity or equality.
ND
Low
No observable structural barriers or facilitators based on user identity.
ND
Low
No structural features that protect or threaten user security.
ND
Low
No structural features related to forced labor or exploitation.
ND
Low
No structural features that inflict harm or degrade users.
ND
Low
No structural features that grant or deny user identity or legal standing.
ND
Low
No structural differentiation of users that suggests unequal protection.
ND
Low
No observable mechanisms for appeal, redress, or contacting site administrators.
ND
Low
No structural features that restrict user movement or access arbitrarily.
ND
Low
No structural features related to dispute resolution or hearings.
ND
Low
No structural features that accuse users or assume guilt.
ND
Low Practice
Page includes Google Analytics tracking (gtag), which involves data collection without explicit on-page privacy notice, potentially conflicting with privacy expectations.
ND
Low
No structural features that restrict user movement or choice of residence.
ND
Low
No structural features that provide or deny refuge.
ND
Low
No structural features that require or deny nationality.
ND
Low
No structural features related to family life or relationships.
ND
Low
No structural features that appropriate user property or data as property.
ND
Low
No structural features that restrict or promote religious or conscientious expression.
ND
Low
No structural features that facilitate or hinder user assembly or association.
ND
Low
No structural features that enable or disable political participation.
ND
Low
No structural features that provide social security or economic support.
ND
Low
No structural features that respect or disregard user time or leisure.
ND
Low
No structural features that provide or hinder access to health or welfare.
ND
Low
No structural features that foster or undermine a rights-respecting order.
ND
Low
No structural features that impose duties or balance rights.
ND
Low
No structural features that aim to destroy or undermine any UDHR rights.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.76 low claims
Sources 0.8 Evidence 0.7 Uncertainty 0.6 Purpose 1.0
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?
0.48 solution oriented
Whose perspectives are represented in this content?
0.40 1 perspective
Speaks: corporation
About: corporation workers
Is this content looking backward, at the present, or forward?
present immediate
What geographic area does this content cover?
global How accessible is this content to a general audience?
technical high jargon domain specific
Longitudinal
5 HN snapshots · 9 evals
Audit Trail
23 entries all eval pipeline all models deepseek-v3.2 llama-3.3-70b-wai llama-4-scout-wai
newest first
2026-03-01 01:40 eval_success Evaluated: Mild positive (0.11) - - 2026-03-01 01:40
eval
Evaluated by deepseek-v3.2 : +0.11 (Mild positive) 14,159 tokens 2026-03-01 01:40 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 27R - - 2026-02-28 16:49 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 16:49
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 reasoning tech news no rights stance
2026-02-28 16:45 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 16:45
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 reasoning tech news no rights stance
2026-02-28 16:05 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 16:05
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) 0.00 reasoning tech tutorial, no human rights discussion
2026-02-28 16:00 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 16:00
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) 0.00 reasoning tech tutorial, no human rights discussion
2026-02-28 16:00 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 16:00
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 reasoning tech news no rights stance
2026-02-28 05:55 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:55
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 reasoning tech news no rights stance
2026-02-28 05:55 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 05:51 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 05:51 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:51
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning tech tutorial, no human rights discussion
2026-02-28 05:50 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 05:50 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:50
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) reasoning tech news no rights stance
2026-02-28 05:40 credit_exhausted Credit balance too low, pausing provider for 30 min - -