The WebPerceptor GitHub repository demonstrates moderate positive alignment with UDHR principles, particularly in Articles 19, 26, and 27 (freedom of expression, education, and participation in cultural/scientific progress). The open-source publication model and global accessibility support information freedom and collaborative knowledge-building. However, the project raises privacy concerns (Article 12) due to its LLM-based personal web remixing functionality, which likely processes browsing data without visible consent mechanisms.
Article Heatmap
Negative Neutral Positive No Data
Aggregates
Weighted Mean
+0.23
Unweighted Mean
+0.21
Max
+0.55 Article 27
Min
-0.03 Article 12
Signal
15
No Data
16
Confidence
24%
Volatility
0.17 (Medium)
Negative
1
Channels
E: 0.5S: 0.5
SETL
+0.13
Editorial-dominant
FW Ratio
52%
23 facts · 21 inferences
Evidence: High: 0 Medium: 11 Low: 4 No Data: 16
Theme Radar
Editorial Channel
What the content says
+0.40
Article 19Freedom of Expression
Medium Advocacy Practice
Editorial
+0.40
SETL
+0.24
Repository facilitates expression by enabling developers to publish code, documentation, and collaborative discussion; project itself enables users to remix and customize web content, expanding expression capabilities.
FW Ratio: 50%
Observable Facts
Repository enables public comments, issues, and pull requests for collaborative discussion.
WebPerceptor plugin itself is designed to enable personalized, user-controlled web content remixing.
Inferences
Public repository structure supports freedom of expression through decentralized, multi-stakeholder commentary.
WebPerceptor's LLM-based remixing functionality expands user agency in information processing and expression of viewpoints.
+0.40
Article 27Cultural Participation
Medium Advocacy Practice
Editorial
+0.40
SETL
+0.20
Repository represents participation in shared cultural and scientific advancement through open-source code publication and collaborative development.
FW Ratio: 60%
Observable Facts
Repository publishes code and technical knowledge for shared benefit.
GitHub's collaborative model enables global participation in technological advancement.
Open-source licensing supports shared cultural and scientific progress.
Inferences
Public repository structure embodies Article 27's commitment to shared participation in scientific and cultural progress.
WebPerceptor project contributes to collective technological advancement in web accessibility and LLM integration.
+0.35
Article 26Education
Medium Advocacy Practice
Editorial
+0.35
SETL
+0.19
Repository demonstrates commitment to education by publishing code and documentation openly; WebPerceptor project itself enables personalized learning through customized web content remixing.
FW Ratio: 60%
Observable Facts
Repository is publicly accessible for learning and educational purposes.
WebPerceptor enables personalized, LLM-based content remixing which could support individualized learning approaches.
Open-source publication enables knowledge sharing and skill development.
Inferences
Public repository structure supports Article 26's vision of free, accessible education for all.
LLM-based web remixing capability could democratize access to personalized educational content.
+0.30
Article 13Freedom of Movement
Medium Advocacy Practice
Editorial
+0.30
SETL
+0.17
Repository enables cross-border collaboration and tool development; facilitates free movement of information and ideas across geographic boundaries.
FW Ratio: 50%
Observable Facts
Repository is publicly accessible to users worldwide.
Open global access supports freedom of movement in the digital realm and cross-border information exchange.
GitHub's architecture enables developers to move freely between jurisdictions while maintaining participation in collaborative projects.
+0.25
Article 20Assembly & Association
Medium Advocacy Practice
Editorial
+0.25
SETL
+0.11
Repository demonstrates freedom of association through open-source community collaboration; developers can freely join the project and contribute.
FW Ratio: 50%
Observable Facts
Repository allows free forking and contribution without membership restrictions.
Discussion and issue features facilitate developer association around shared goals.
Inferences
Open contribution model supports freedom of association by removing barriers to collaborative participation.
Public repository structure enables developers to self-organize around the project.
+0.20
Article 17Property
Medium Advocacy Practice
Editorial
+0.20
SETL
+0.24
Project code and documentation are made available in open-source form, supporting intellectual property rights and creative attribution.
FW Ratio: 50%
Observable Facts
Repository appears to use open-source licensing (typical for GitHub public repositories).
Users retain legal attribution through commit history and licensing.
Inferences
Open-source publication supports intellectual property rights through clear attribution mechanisms.
Platform control of user accounts and data storage limits absolute ownership rights over intellectual property in the repository context.
-0.20
Article 12Privacy
Medium Advocacy Practice
Editorial
-0.20
SETL
-0.24
Repository description does not address privacy; project involves LLM processing of web content which could entail analysis of personal browsing data, raising privacy concerns.
FW Ratio: 50%
Observable Facts
Repository describes a Chromium plugin for 'personalised, LLM remixed web browsing' with implicit data collection mechanisms.
No privacy policy or data handling statement is visible on the repository page.
Inferences
LLM-based web browsing personalization likely requires processing of user browsing history and behavioral patterns, potentially conflicting with privacy rights.
Absence of privacy disclosure suggests inadequate transparency regarding data collection practices.
ND
PreamblePreamble
Medium Practice
Repository page contains no explicit preamble text or foundational human rights philosophy.
FW Ratio: 50%
Observable Facts
The repository is publicly accessible without login requirement.
Inferences
Public accessibility of the repository supports the preamble's emphasis on universal human dignity and equal participation.
ND
Article 1Freedom, Equality, Brotherhood
Medium Practice
No explicit statements about equal rights and dignity in repository content.
FW Ratio: 50%
Observable Facts
Repository permissions allow equal fork and contribution rights to all GitHub users.
Inferences
Non-discriminatory access structure reflects Article 1's principle of equal rights and dignity for all.
ND
Article 2Non-Discrimination
Medium Practice
No explicit content addressing discrimination or protected characteristics.
FW Ratio: 50%
Observable Facts
Repository access is available to all GitHub users regardless of account characteristics.
Inferences
Non-discriminatory platform architecture supports Article 2's prohibition on discrimination.
ND
Article 3Life, Liberty, Security
Low Practice
No direct statements about the right to life, liberty, or personal security.
ND
Article 4No Slavery
No observable content relating to slavery or forced servitude.
ND
Article 5No Torture
No observable content relating to torture or inhuman treatment.
ND
Article 6Legal Personhood
No observable content relating to legal personhood or rights recognition.
ND
Article 7Equality Before Law
No observable content relating to equal protection before the law.
ND
Article 8Right to Remedy
No observable content relating to access to justice or remedies.
ND
Article 9No Arbitrary Detention
No observable content relating to arbitrary arrest or detention.
ND
Article 10Fair Hearing
No observable content relating to fair trial or due process.
ND
Article 11Presumption of Innocence
No observable content relating to criminal liability or ex post facto law.
ND
Article 14Asylum
Low Practice
No explicit content addressing asylum or political persecution.
FW Ratio: 50%
Observable Facts
Repository access does not require disclosure of political views or national origin.
Inferences
Platform neutrality provides implicit protection for developers seeking to share politically sensitive work across borders.
ND
Article 15Nationality
No observable content relating to nationality rights.
ND
Article 16Marriage & Family
No observable content relating to marriage, family, or domestic relations.
ND
Article 18Freedom of Thought
No observable content relating to freedom of thought, conscience, or religion.
ND
Article 21Political Participation
No observable content relating to political participation or voting.
ND
Article 22Social Security
No observable content relating to social security or economic rights.
ND
Article 23Work & Equal Pay
No observable content relating to labor rights or employment.
ND
Article 24Rest & Leisure
No observable content relating to rest, leisure, or working time.
ND
Article 25Standard of Living
Medium Practice
No explicit content addressing health or welfare standards.
FW Ratio: 50%
Observable Facts
GitHub implements accessibility features including ARIA support and keyboard navigation.
Inferences
Platform accessibility supports equitable access to development tools and knowledge resources essential for digital welfare.
ND
Article 28Social & International Order
Low Practice
No explicit statement of social and international order supporting human rights.
FW Ratio: 50%
Observable Facts
Repository is accessible globally without geographic restriction.
Inferences
GitHub's international infrastructure supports Article 28's vision of social and international order based on human rights.
ND
Article 29Duties to Community
Low Practice
No explicit statement of community responsibilities or limitations on rights.
FW Ratio: 50%
Observable Facts
GitHub community guidelines establish standards for respectful collaboration.
Inferences
Platform governance structure reflects Article 29's balance between rights and community responsibilities.
ND
Article 30No Destruction of Rights
No observable content relating to prevention of rights destruction.
Structural Channel
What the site does
Domain Context Profile
Element
Modifier
Affects
Note
Privacy
+0.10
Article 12
GitHub has standard privacy controls and policies protecting user data and discussion content from unauthorized access.
Terms of Service
+0.05
Article 1 Article 2
GitHub ToS establish baseline equal treatment of users without discrimination, though enforcement depends on implementation.
Accessibility
+0.15
Article 25 Article 26
Observable accessibility features including keyboard navigation, ARIA support, and responsive design promote equitable access to platform functionality.
Mission
—
GitHub's public mission emphasizes open collaboration and global access to development tools, indirectly supporting knowledge-sharing rights.
Editorial Code
+0.08
Article 19 Article 27
GitHub community guidelines establish standards for respectful discussion and protect user expression within community contexts.
Ownership
-0.05
Article 17
GitHub retains platform control; user-generated content ownership is subject to platform terms, creating conditional rather than absolute intellectual property rights.
Access Model
+0.12
Article 19 Article 27
Public discussion board model enables open participation and knowledge dissemination without gatekeeping, supporting freedom of expression and information access.
Ad/Tracking
-0.08
Article 12
GitHub's feature flags and analytics tracking create potential privacy concerns; behavioral data collection may infringe on privacy of thought.
+0.30
Article 27Cultural Participation
Medium Advocacy Practice
Structural
+0.30
Context Modifier
+0.20
SETL
+0.20
GitHub enables public participation in shared cultural/scientific commons; open-access model removes barriers to contributing to and benefiting from collective knowledge; WebPerceptor project itself advances shared technical culture.
+0.25
Article 19Freedom of Expression
Medium Advocacy Practice
Structural
+0.25
Context Modifier
+0.20
SETL
+0.24
GitHub's open-access discussion board and public collaboration model enables free expression of ideas in code and comments without gatekeeping; community guidelines protect respectful discourse.
+0.25
Article 26Education
Medium Advocacy Practice
Structural
+0.25
Context Modifier
+0.15
SETL
+0.19
GitHub's public repository structure provides free access to source code, documentation, and collaborative learning environment; platform accessibility features support equitable educational access.
+0.20
Article 13Freedom of Movement
Medium Advocacy Practice
Structural
+0.20
Context Modifier
0.00
SETL
+0.17
GitHub's global accessibility allows developers from all jurisdictions to contribute to and use the WebPerceptor project without geographic restrictions.
+0.20
Article 20Assembly & Association
Medium Advocacy Practice
Structural
+0.20
Context Modifier
0.00
SETL
+0.11
GitHub's fork and contribution mechanisms enable developers to associate and collaborate without membership fees or gatekeeping; issues and discussions provide association-building infrastructure.
+0.15
PreamblePreamble
Medium Practice
Structural
+0.15
Context Modifier
0.00
SETL
ND
GitHub's platform structure (open access, collaborative development tools, global reach) implicitly supports the preamble's vision of freedom, justice, and peace through technological enablement.
+0.15
Article 25Standard of Living
Medium Practice
Structural
+0.15
Context Modifier
+0.15
SETL
ND
GitHub's accessible platform design (ARIA support, keyboard navigation) supports equitable access to digital tools and knowledge; WebPerceptor's web remixing capability could improve information accessibility for users with different needs.
+0.12
Article 1Freedom, Equality, Brotherhood
Medium Practice
Structural
+0.12
Context Modifier
+0.05
SETL
ND
GitHub's design treats all users equally in access and participation rights; platform does not discriminate in repository visibility or contribution mechanisms.
+0.12
Article 2Non-Discrimination
Medium Practice
Structural
+0.12
Context Modifier
+0.05
SETL
ND
GitHub's ToS and platform structure prohibit discrimination; users access repository without regard to race, color, sex, language, religion, political opinion, national or social origin.
+0.12
Article 14Asylum
Low Practice
Structural
+0.12
Context Modifier
0.00
SETL
ND
GitHub's open platform does not distinguish users by political affiliation or origin; structure supports asylum of ideas and safe collaboration.
+0.10
Article 12Privacy
Medium Advocacy Practice
Structural
+0.10
Context Modifier
+0.02
SETL
-0.24
GitHub's privacy protections provide baseline safeguards; however, the WebPerceptor plugin itself may collect and process user browsing behavior without explicit consent mechanisms visible on this page.
+0.10
Article 28Social & International Order
Low Practice
Structural
+0.10
Context Modifier
0.00
SETL
ND
GitHub's global, borderless architecture implicitly supports international cooperation and order; platform enables cross-border collaboration without geographic discrimination.
+0.08
Article 3Life, Liberty, Security
Low Practice
Structural
+0.08
Context Modifier
0.00
SETL
ND
GitHub's platform does not create structural threats to life, liberty, or security; baseline safety is implicit in platform design.
+0.08
Article 29Duties to Community
Low Practice
Structural
+0.08
Context Modifier
0.00
SETL
ND
GitHub's community guidelines and ToS establish baseline community responsibilities; platform discourages abuse while protecting expression.
-0.08
Article 17Property
Medium Advocacy Practice
Structural
-0.08
Context Modifier
-0.05
SETL
+0.24
While repository content is open-source, GitHub retains platform control; user code ownership is subject to platform ToS and licensing terms, creating conditional rather than absolute intellectual property rights. Users do not own their GitHub account data.
ND
Article 4No Slavery
Not applicable to this technical repository context.
ND
Article 5No Torture
Not applicable to this technical repository context.
ND
Article 6Legal Personhood
Not applicable to this technical repository context.
ND
Article 7Equality Before Law
Not applicable to this technical repository context.
ND
Article 8Right to Remedy
Not applicable to this technical repository context.
ND
Article 9No Arbitrary Detention
Not applicable to this technical repository context.
ND
Article 10Fair Hearing
Not applicable to this technical repository context.
ND
Article 11Presumption of Innocence
Not applicable to this technical repository context.
ND
Article 15Nationality
Not applicable to this technical repository context.
ND
Article 16Marriage & Family
Not applicable to this technical repository context.
ND
Article 18Freedom of Thought
Not applicable to this technical repository context.
ND
Article 21Political Participation
Not applicable to this technical repository context.
ND
Article 22Social Security
Not applicable to this technical repository context.
ND
Article 23Work & Equal Pay
Not applicable to this technical repository context.
ND
Article 24Rest & Leisure
Not applicable to this technical repository context.
ND
Article 30No Destruction of Rights
Not applicable to this technical repository context.
Supplementary Signals
Epistemic Quality
0.39low claims
Sources
0.3
Evidence
0.4
Uncertainty
0.3
Purpose
0.5
Propaganda Flags
0techniques detected
Solution Orientation
0.64solution oriented
Reader Agency
0.6
Emotional Tone
measured
Valence
+0.2
Arousal
0.3
Dominance
0.4
Stakeholder Voice
0.352 perspectives
Speaks: institution
About: individualsdevelopers
Temporal Framing
presentunspecified
Geographic Scope
global
Complexity
technicalhigh jargondomain specific
Transparency
0.33
✓ Author✗ Conflicts✗ Funding
Event Timeline
3 events
2026-02-26 04:49
eval_success
Evaluated: Mild positive (0.23)
--
2026-02-26 02:32
dlq_replay
DLQ message 1216 replayed: Show HN: WebPerceptor – Enabling AI Mediated Web Browsing
--
2026-02-26 01:54
dlq
Dead-lettered after 1 attempts: Show HN: WebPerceptor – Enabling AI Mediated Web Browsing