home / github.com / item 47195414
Model Comparison
Model Editorial Structural Class Conf SETL Theme deepseek/deepseek-v3.2-20251201 +0.03 +0.02 Neutral 0.06 0.14 Knowledge Sharing @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 Development
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 0.00 ND ND Article 1 0.05 ND ND Article 2 0.05 ND ND Article 3 0.00 ND ND Article 4 0.00 ND ND Article 5 0.00 ND ND Article 6 0.00 ND ND Article 7 0.00 ND ND Article 8 0.00 ND ND Article 9 0.00 ND ND Article 10 0.00 ND ND Article 11 0.00 ND ND Article 12 0.02 ND ND Article 13 0.00 ND ND Article 14 0.00 ND ND Article 15 0.00 ND ND Article 16 0.00 ND ND Article 17 -0.05 ND ND Article 18 0.00 ND ND Article 19 0.45 ND ND Article 20 0.00 ND ND Article 21 0.00 ND ND Article 22 0.00 ND ND Article 23 0.00 ND ND Article 24 0.00 ND ND Article 25 0.15 ND ND Article 26 0.30 ND ND Article 27 0.50 ND ND Article 28 0.00 ND ND Article 29 0.00 ND ND Article 30 0.00 ND ND
Summary Knowledge Sharing Acknowledges
The page is a GitHub repository for MontaukOS, a graphical operating system implemented in C++. The content engages most directly with rights to freedom of expression and information (Article 19), education (Article 26), and participation in cultural/scientific life (Article 27) through the public sharing of technical knowledge and open-source code. The overall evaluation shows mild positive engagement with these specific rights through technical documentation and platform-enabled knowledge dissemination.
Article Heatmap
Preamble: 0.00 — Preamble P Article 1: +0.05 — Freedom, Equality, Brotherhood 1 Article 2: +0.05 — Non-Discrimination 2 Article 3: 0.00 — Life, Liberty, Security 3 Article 4: 0.00 — No Slavery 4 Article 5: 0.00 — No Torture 5 Article 6: 0.00 — Legal Personhood 6 Article 7: 0.00 — Equality Before Law 7 Article 8: 0.00 — Right to Remedy 8 Article 9: 0.00 — No Arbitrary Detention 9 Article 10: 0.00 — Fair Hearing 10 Article 11: 0.00 — Presumption of Innocence 11 Article 12: +0.02 — Privacy 12 Article 13: 0.00 — Freedom of Movement 13 Article 14: 0.00 — Asylum 14 Article 15: 0.00 — Nationality 15 Article 16: 0.00 — Marriage & Family 16 Article 17: -0.05 — Property 17 Article 18: 0.00 — Freedom of Thought 18 Article 19: +0.45 — Freedom of Expression 19 Article 20: 0.00 — Assembly & Association 20 Article 21: 0.00 — Political Participation 21 Article 22: 0.00 — Social Security 22 Article 23: 0.00 — Work & Equal Pay 23 Article 24: 0.00 — Rest & Leisure 24 Article 25: +0.15 — Standard of Living 25 Article 26: +0.30 — Education 26 Article 27: +0.50 — Cultural Participation 27 Article 28: 0.00 — Social & International Order 28 Article 29: 0.00 — Duties to Community 29 Article 30: 0.00 — No Destruction of Rights 30
Aggregates
Editorial Mean +0.03 Structural Mean +0.02 Weighted Mean +0.07 Unweighted Mean +0.05 Max +0.50 Article 27 Min -0.05 Article 17 Signal 31 No Data 0 Volatility 0.13 (Medium) Negative 1 Channels E: 0.6 S: 0.4 SETL ℹ +0.14 Editorial-dominant FW Ratio ℹ 52% 37 facts · 34 inferences
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.03 (3 articles) Security: 0.00 (3 articles) Legal: 0.00 (6 articles) Privacy & Movement: 0.01 (4 articles) Personal: -0.02 (3 articles) Expression: 0.15 (3 articles) Economic & Social: 0.04 (4 articles) Cultural: 0.40 (2 articles) Order & Duties: 0.00 (3 articles) Editorial Channel
What the content says
+0.40
Medium Coverage Practice
Open-source software project enables cultural participation and scientific advancement.
FW Ratio: 60%
Observable Facts
Page shows a public repository titled 'MontaukOS: Graphical operating system in C++'. Repository includes visible source code files that can be copied and modified. Platform provides standard features for forking, starring, and watching the project. Inferences
Open-source software development represents participation in cultural and scientific life. Public code repository structure enables sharing and advancement of technical knowledge. +0.30
Medium Coverage
Technical documentation and educational code contribute to knowledge sharing.
FW Ratio: 60%
Observable Facts
Page displays source code and documentation for a graphical operating system. Repository includes visible technical explanations and implementation details. Content is publicly accessible for viewing and learning. Inferences
Public technical documentation supports educational access and knowledge dissemination. Open-source code sharing promotes technical education and skill development. +0.20
Medium Coverage
Technical documentation shared publicly supports information dissemination.
FW Ratio: 60%
Observable Facts
Page shows a public repository with source code and documentation for 'MontaukOS'. Repository includes visible README file and code files accessible to viewers. Platform provides standard features for cloning, forking, and discussing the project. Inferences
Public sharing of technical knowledge indirectly supports freedom of expression and information exchange. The platform structure enables dissemination of ideas through open-source collaboration. 0.00
No direct mention of human dignity, freedom, or equality.
FW Ratio: 50%
Observable Facts
Page displays a GitHub repository titled 'MontaukOS: Graphical operating system in C++'. Inferences
The technical project description does not engage with the philosophical foundations of human rights. 0.00
No reference to inherent dignity, equality, or brotherhood.
FW Ratio: 50%
Observable Facts
Page is a software repository containing code and project description. Inferences
The technical nature of the content does not provide signals about human dignity or equality. 0.00
No mention of non-discrimination.
FW Ratio: 50%
Observable Facts
Page provides a standard GitHub interface for viewing a repository. Inferences
The content is technical and does not engage with themes of discrimination or equal rights. 0.00
No mention of life, liberty, or security.
FW Ratio: 50%
Observable Facts
Page contains code and documentation for a graphical operating system. Inferences
The technical project does not engage with the right to life, liberty, or personal security. 0.00
No mention of slavery or servitude.
FW Ratio: 50%
Observable Facts
Page is a software repository interface. Inferences
The content does not address slavery or forced labor. 0.00
No mention of torture or cruel treatment.
FW Ratio: 50%
Observable Facts
Page shows repository details including code and description. Inferences
The technical content does not engage with protections against torture or degrading treatment. 0.00
No mention of legal recognition.
FW Ratio: 50%
Observable Facts
Page displays a software project hosted on GitHub. Inferences
The content does not address rights to legal recognition or personhood. 0.00
No mention of equal protection.
FW Ratio: 50%
Observable Facts
Page is a repository page with code and project metadata. Inferences
The technical project does not engage with themes of equality before the law. 0.00
No mention of effective remedies.
FW Ratio: 50%
Observable Facts
Page contains technical content about an operating system. Inferences
The content does not address rights to effective remedies or judicial protection. 0.00
No mention of arbitrary detention.
FW Ratio: 50%
Observable Facts
Page shows GitHub repository interface with code files. Inferences
The technical content does not engage with protections against arbitrary arrest or detention. 0.00
No mention of fair public hearing.
FW Ratio: 50%
Observable Facts
Page displays project details including README and code structure. Inferences
The content does not address rights to fair and public hearings. 0.00
No mention of presumption of innocence.
FW Ratio: 50%
Observable Facts
Page is a technical repository for an operating system project. Inferences
The content does not engage with rights related to presumption of innocence or ex post facto laws. 0.00
No mention of privacy, home, or correspondence.
FW Ratio: 50%
Observable Facts
Page contains standard GitHub navigation and repository interface elements. Inferences
The technical content does not address privacy, family, home, or correspondence rights. 0.00
No mention of freedom of movement.
FW Ratio: 50%
Observable Facts
Page displays a software project with code and documentation. Inferences
The content does not engage with rights to freedom of movement or residence. 0.00
No mention of asylum from persecution.
FW Ratio: 50%
Observable Facts
Page is a GitHub repository interface showing project files. Inferences
The technical content does not address the right to seek asylum from persecution. 0.00
No mention of nationality.
FW Ratio: 50%
Observable Facts
Page contains technical documentation and code for an operating system. Inferences
The content does not engage with rights to nationality or changes to nationality. 0.00
No mention of marriage or family.
FW Ratio: 50%
Observable Facts
Page shows repository details including stars, forks, and watch counts. Inferences
The technical project does not address rights related to marriage and family. 0.00
No mention of property ownership.
FW Ratio: 50%
Observable Facts
Page displays a software repository with visible file structure and code. Inferences
The content does not engage with rights to own property individually or collectively. 0.00
No mention of freedom of thought or religion.
FW Ratio: 50%
Observable Facts
Page contains technical content about a graphical operating system. Inferences
The content does not address freedom of thought, conscience, or religion. 0.00
No mention of assembly or association.
FW Ratio: 50%
Observable Facts
Page displays a software project interface on GitHub. Inferences
The content does not address rights to peaceful assembly or association. 0.00
No mention of political participation.
FW Ratio: 50%
Observable Facts
Page contains technical documentation and code for an operating system. Inferences
The content does not engage with rights to participate in government or public service. 0.00
No mention of social security.
FW Ratio: 50%
Observable Facts
Page is a GitHub repository showing project files and metadata. Inferences
The technical content does not address rights to social security or economic rights. 0.00
No mention of work, employment, or unions.
FW Ratio: 50%
Observable Facts
Page displays a software development project with visible code contributions. Inferences
The content does not engage with rights to work, fair pay, or join trade unions. 0.00
No mention of rest or leisure.
FW Ratio: 50%
Observable Facts
Page shows repository details including last update time and commit history. Inferences
The content does not address rights to rest, leisure, or reasonable working hours. 0.00
No mention of standard of living or health.
FW Ratio: 50%
Observable Facts
Page contains technical content about an operating system implementation. Inferences
The content does not engage with rights to adequate standard of living, health, or medical care. 0.00
No mention of social or international order.
FW Ratio: 50%
Observable Facts
Page is a GitHub repository interface showing project details. Inferences
The content does not address rights to a social and international order where rights can be realized. 0.00
No mention of duties or community limitations.
FW Ratio: 50%
Observable Facts
Page displays technical content about software development. Inferences
The content does not engage with duties to community or limitations on rights. 0.00
No mention of rights destruction.
FW Ratio: 50%
Observable Facts
Page shows repository interface with code and project metadata. Inferences
The content does not address interpretation or destruction of rights in the Declaration.
Structural Channel
What the site does
+0.30
Medium Coverage
Public GitHub repository enables open access to information and expression through code sharing.
+0.20
Medium Coverage Practice
Public repository facilitates access to scientific and cultural production.
0.00
Standard GitHub repository page with no special features promoting foundational human rights principles.
0.00
Standard platform interface; no observable structural promotion of dignity.
0.00
Platform's generic interface provides equal access but does not specifically address discrimination.
0.00
Standard web page; no observable connection to rights to life or security.
0.00
Standard platform; no observable connection to anti-slavery practices.
0.00
Standard web interface; no observable connection to prohibition of torture.
0.00
Standard platform; no observable connection to recognition before the law.
0.00
Standard interface; no observable connection to equal protection.
0.00
Standard platform; no observable connection to judicial remedies.
0.00
Standard web page; no observable connection to protection from arbitrary detention.
0.00
Standard platform; no observable connection to fair trial rights.
0.00
Standard interface; no observable connection to criminal justice rights.
0.00
Standard GitHub repository page; no observable privacy-enhancing or violating features.
0.00
Standard web page; no observable connection to movement rights.
0.00
Standard platform; no observable connection to asylum rights.
0.00
Standard interface; no observable connection to nationality rights.
0.00
Standard web page; no observable connection to family rights.
0.00
Standard platform interface with licensing information; no observable property rights advocacy.
0.00
Standard web page; no observable connection to freedom of thought or religion.
0.00
Standard repository page; no observable connection to peaceful assembly.
0.00
Standard web interface; no observable connection to political rights.
0.00
Standard platform; no observable connection to social security rights.
0.00
Standard interface; no observable connection to work rights.
0.00
Standard web page; no observable connection to rest rights.
0.00
Standard interface; no observable connection to adequate living standards.
0.00
Medium Coverage
Standard platform; no specific educational access features beyond public repository.
0.00
Standard web interface; no observable connection to rights-realizing order.
0.00
Standard platform; no observable connection to rights limitations.
0.00
Standard web page; no observable connection to preventing rights destruction.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.42 low claims
Sources 1.0 Evidence 0.0 Uncertainty 0.0 Purpose 1.0
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
measured
Valence +0.2 Arousal 0.1 Dominance 0.6
Does the content identify its author and disclose interests?
1.00
✓ Author
More signals: context, framing & audience Does this content offer solutions or only describe problems?
0.88 solution oriented
Whose perspectives are represented in this content?
0.20 1 perspective
Speaks: individuals
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 medium jargon domain specific
Longitudinal
21 HN snapshots · 4 evals
Audit Trail
8 entries all eval pipeline all models deepseek-v3.2 llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-03-01 16:18 eval_success Evaluated: Neutral (0.07) - - 2026-03-01 16:18
eval
Evaluated by deepseek-v3.2 : +0.07 (Neutral) 10,787 tokens 2026-02-28 16:33 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 16:33
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) 0.00 reasoning ED neutral tech project presentation
2026-02-28 16:27 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 16:27
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning ED neutral tech project presentation
2026-02-28 16:27 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 16:27
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) reasoning PR tech content