0.00 Meta Platforms: Lobbying, Dark Money, and the App Store Accountability Act (github.comS:ND)
199 points by SilverElfin 2 days ago | 3 comments on HN | Mild positive Moderate agreement (2 models) Mixed · v3.7 · 2026-03-16 00:04:09 0
Summary Open Documentation & Transparency Neutral
The GitHub repository page for 'meta-lobbying-and-other-findings' could not be fully evaluated due to incomplete page rendering; only platform infrastructure metadata and security headers were accessible. The platform structure supports public documentation sharing and collaborative research, with strong privacy protections (no third-party tracking, HTTPS encryption) and accessibility compliance. Without access to the actual repository content, substantive assessment of human rights engagement or investigative focus remains impossible.
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: +0.38 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: +0.23 — 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: +0.20 — 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
E
0.00
S
ND
Weighted Mean +0.28 Unweighted Mean +0.27
Max +0.38 Article 19 Min +0.20 Article 28
Signal 3 No Data 28
Volatility 0.08 (Low)
Negative 0 Channels E: 0.6 S: 0.4
SETL ℹ +0.13 Editorial-dominant
FW Ratio ℹ 63% 15 facts · 9 inferences
Agreement Moderate 2 models · spread ±0.140
Evidence 4% coverage ℹ
8L 31 ND
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: 0.30 (2 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.20 (1 articles)
Editorial Channel
What the content says
+0.35
Article 19 Freedom of Expression
High Advocacy Practice
Editorial
+0.35
SETL
+0.13

Repository title 'meta-lobbying-and-other-findings' and dedicated space for research indicates explicit focus on sharing information and findings about lobbying. Repository structure enables publication of findings that might otherwise face barriers.

+0.25
Article 21 Political Participation
Medium Advocacy
Editorial
+0.25
SETL
+0.11

Repository focus on 'meta-lobbying-and-other-findings' suggests research engagement with political participation and governance. Publication enables public input into policy discussions through informed research.

+0.25
Article 28 Social & International Order
Medium Advocacy
Editorial
+0.25
SETL
+0.16

Repository dedicated to 'meta-lobbying-and-other-findings' research suggests effort to establish social and international order enabling human rights and freedoms through transparency.

ND
Preamble Preamble
Medium Practice

No editorial content accessible; page shows only site structure and metadata.

ND
Article 1 Freedom, Equality, Brotherhood
Low Practice

No editorial content accessible.

ND
Article 2 Non-Discrimination
Low Practice

No editorial content accessible.

ND
Article 3 Life, Liberty, Security
Medium Practice

No editorial content accessible.

ND
Article 4 No Slavery

No editorial content accessible.

ND
Article 5 No Torture

No editorial content accessible.

ND
Article 6 Legal Personhood

No editorial content accessible.

ND
Article 7 Equality Before Law
Low Practice

No editorial content accessible.

ND
Article 8 Right to Remedy

No editorial content accessible.

ND
Article 9 No Arbitrary Detention

No editorial content accessible.

ND
Article 10 Fair Hearing

No editorial content accessible.

ND
Article 11 Presumption of Innocence

No editorial content accessible.

ND
Article 12 Privacy
Medium Practice

No editorial content accessible.

ND
Article 13 Freedom of Movement
Low Practice

No editorial content accessible.

ND
Article 14 Asylum
Low Practice

No editorial content accessible.

ND
Article 15 Nationality

No editorial content accessible.

ND
Article 16 Marriage & Family

No editorial content accessible.

ND
Article 17 Property
Medium Practice

No editorial content accessible.

ND
Article 18 Freedom of Thought
Low Practice

No editorial content accessible.

ND
Article 20 Assembly & Association
Medium Practice

No editorial content accessible.

ND
Article 22 Social Security

No editorial content accessible.

ND
Article 23 Work & Equal Pay

No editorial content accessible.

ND
Article 24 Rest & Leisure

No editorial content accessible.

ND
Article 25 Standard of Living

No editorial content accessible.

ND
Article 26 Education
Low

No editorial content accessible.

ND
Article 27 Cultural Participation
Medium Practice

No editorial content accessible.

ND
Article 29 Duties to Community
Low Practice

No editorial content accessible.

ND
Article 30 No Destruction of Rights
Low

No editorial content accessible.
Structural Channel
What the site does
Element Modifier Affects Note
br_tracking +0.05
Preamble ¶5 Article 12 Article 19
No third-party trackers detected
br_security +0.05
Article 3 Article 12
Security headers: HTTPS, HSTS, CSP
br_accessibility 0.00
Article 26 Article 27 ¶1
Accessibility: lang attr, 100% alt text
br_consent 0.00
Article 12 Article 19 Article 20 ¶2
No cookie consent banner detected
+0.30
Article 19 Freedom of Expression
High Advocacy Practice
Structural
+0.30
Context Modifier
+0.05
SETL
+0.13

GitHub platform provides infrastructure for free expression through public repositories, version control enabling transparency, and no content filtering visible. HTTPS encryption protects transmission of information. No third-party tracking minimizes surveillance of information access.

+0.20
Article 21 Political Participation
Medium Advocacy
Structural
+0.20
Context Modifier
0.00
SETL
+0.11

Public repository model enables broad access to lobbying research, potentially informing democratic participation. No access barriers support universal participation in information access.

+0.15
Article 28 Social & International Order
Medium Advocacy
Structural
+0.15
Context Modifier
0.00
SETL
+0.16

Public repository enables research and information sharing supporting accountability of institutions and systems of governance.

ND
Preamble Preamble
Medium Practice

GitHub platform enables public access to research materials and findings; HTTPS security, accessibility standards, and no tracking suggest commitment to transparent information access.

ND
Article 1 Freedom, Equality, Brotherhood
Low Practice

Platform architecture allows users of any background to access and engage with content without discrimination based on technical barriers.

ND
Article 2 Non-Discrimination
Low Practice

GitHub's access controls do not implement discriminatory barriers; repository appears publicly accessible.

ND
Article 3 Life, Liberty, Security
Medium Practice

HTTPS and security headers provide infrastructure protecting integrity and security of repository and user sessions.

ND
Article 4 No Slavery

No observable structural policy on slavery or servitude engagement.

ND
Article 5 No Torture

No observable structural elements addressing torture or cruel treatment.

ND
Article 6 Legal Personhood

No observable structural elements addressing right to recognition as person before law.

ND
Article 7 Equality Before Law
Low Practice

GitHub platform architecture does not implement discriminatory differential treatment in access or functionality based on protected characteristics.

ND
Article 8 Right to Remedy

No observable structural elements addressing effective remedies for human rights violations.

ND
Article 9 No Arbitrary Detention

No observable structural elements addressing arbitrary arrest or detention.

ND
Article 10 Fair Hearing

No observable structural elements addressing fair and public hearing by independent tribunal.

ND
Article 11 Presumption of Innocence

No observable structural elements addressing retroactive criminal law or presumption of innocence.

ND
Article 12 Privacy
Medium Practice

GitHub infrastructure includes HTTPS encryption, HSTS, and CSP security headers protecting privacy of repository access. No third-party tracking detected. No cookie consent banner suggests minimal passive tracking of users.

ND
Article 13 Freedom of Movement
Low Practice

Public repository structure enables unrestricted movement of information and free access across borders via internet infrastructure.

ND
Article 14 Asylum
Low Practice

Public repository model does not implement barriers to asylum-seeking or refuge engagement with information.

ND
Article 15 Nationality

No observable structural elements addressing right to nationality.

ND
Article 16 Marriage & Family

No observable structural elements addressing marriage and family.

ND
Article 17 Property
Medium Practice

Repository title 'meta-lobbying-and-other-findings' suggests research publication protecting intellectual property and research findings. GitHub provides version control and licensing mechanisms for property protection.

ND
Article 18 Freedom of Thought
Low Practice

Public repository dedicated to lobbying research suggests platform commitment to enabling expression of thought and conscience on matters of public policy and governance.

ND
Article 20 Assembly & Association
Medium Practice

Public repository structure enables peaceful assembly of research community around shared interest in lobbying transparency. GitHub provides collaboration tools supporting group research and discussion.

ND
Article 22 Social Security

No observable structural elements addressing social security or welfare benefits.

ND
Article 23 Work & Equal Pay

No observable structural elements addressing work rights or labor conditions.

ND
Article 24 Rest & Leisure

No observable structural elements addressing rest and leisure.

ND
Article 25 Standard of Living

No observable structural elements addressing health and standard of living.

ND
Article 26 Education
Low

Page includes full alt text and language attributes supporting accessibility; no accessibility barriers detected for educational content access.

ND
Article 27 Cultural Participation
Medium Practice

Public repository structure and GitHub platform enable participation in cultural and scientific research. Repository contributes to collective understanding of governance systems.

ND
Article 29 Duties to Community
Low Practice

Repository structure does not impose restrictions on community participation; open access supports duties to community.

ND
Article 30 No Destruction of Rights
Low

GitHub terms and platform structure do not restrict rights and freedoms granted in other articles; public repository model enables full exercise of protected rights.
Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality ℹ
How well-sourced and evidence-based is this content?
0.35 low claims
Sources
0.0
Evidence
0.0
Uncertainty
1.0
Purpose
0.3
Propaganda Flags ℹ
No manipulative rhetoric detected
0 techniques detected
Emotional Tone ℹ
Emotional character: positive/negative, intensity, authority
detached
Valence
0.0
Arousal
0.0
Dominance
0.0
Transparency ℹ
Does the content identify its author and disclose interests?
0.00
✗ Author
More signals: context, framing & audience
Solution Orientation ℹ
Does this content offer solutions or only describe problems?
0.20 problem only
Reader Agency
0.0
Stakeholder Voice ℹ
Whose perspectives are represented in this content?
0.00 1 perspective
Temporal Framing ℹ
Is this content looking backward, at the present, or forward?
unspecified unspecified
Geographic Scope ℹ
What geographic area does this content cover?
unspecified
Complexity ℹ
How accessible is this content to a general audience?
accessible low jargon none
Longitudinal 266 HN snapshots · 26 evals
+1 0 −1 HN
Audit Trail 46 entries
2026-03-16 01:24 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-16 01:24 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 01:19 model_divergence Cross-model spread 0.28 exceeds threshold (2 models) - -
2026-03-16 01:19 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-16 01:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-16 01:19 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 00:08 eval_success Evaluated: Mild positive (0.28) - -
2026-03-16 00:08 model_divergence Cross-model spread 0.28 exceeds threshold (2 models) - -
2026-03-16 00:08 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 15R - -
2026-03-16 00:08 eval Evaluated by claude-haiku-4-5-20251001: +0.28 (Mild positive) 12,527 tokens +0.28
2026-03-16 00:04 eval_success Evaluated: Neutral (0.00) - -
2026-03-16 00:04 eval Evaluated by claude-haiku-4-5-20251001: 0.00 (Neutral) 11,455 tokens
2026-03-16 00:04 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 8R - -
2026-03-15 23:25 rater_validation_fail Validation failed for model claude-haiku-4-5-20251001 - -
2026-03-15 18:12 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 18:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 17:45 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 17:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.01
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-15 17:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 16:49 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 16:49 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 16:32 eval_success Lite evaluated: Neutral (-0.01) - -
2026-03-15 16:32 eval Evaluated by llama-4-scout-wai: -0.01 (Neutral) -0.01
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-14 22:25 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-14 22:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 22:18 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-14 22:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-14 22:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 20:48 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-14 20:48 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 20:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-14 20:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-14 19:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-14 18:05 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 17:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-14 16:29 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 16:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.29
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-13 23:27 eval Evaluated by llama-4-scout-wai: -0.29 (Mild negative) 0.00
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-13 22:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 22:09 eval Evaluated by llama-4-scout-wai: -0.29 (Mild negative) 0.00
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-13 20:46 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 20:32 eval Evaluated by llama-4-scout-wai: -0.29 (Mild negative) 0.00
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-13 19:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 19:07 eval Evaluated by llama-4-scout-wai: -0.29 (Mild negative) 0.00
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion
2026-03-13 17:31 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-13 17:28 eval Evaluated by llama-4-scout-wai: -0.29 (Mild negative)
reasoning
GitHub page discussing Meta Platforms' lobbying and dark money, no explicit rights discussion