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Model Comparison
Model Editorial Structural Class Conf SETL Theme deepseek/deepseek-v3.2-20251201 +0.20 +0.30 Mild positive 0.03 -0.17 Free Expression @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.80 0.00 Technology @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Tech News
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 0.26 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 Free Expression Neutral
The content is a user-submitted question on Hacker News asking about technical tools (tmux/Tailscale). It engages minimally with human rights, with slight positive signals for freedom of expression and peaceful assembly through the platform's discussion features. The overall evaluation is neutral, as the content is not focused on human rights issues.
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: +0.26 — 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 +0.20 Structural Mean +0.30 Weighted Mean +0.26 Unweighted Mean +0.26 Max +0.26 Article 19 Min +0.26 Article 19 Signal 1 No Data 30 Volatility 0.00 (Low) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ -0.17 Structural-dominant FW Ratio ℹ 50% 4 facts · 4 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: 0.26 (1 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles) Editorial Channel
What the content says
+0.20
Medium Advocacy Practice
Content is a user-submitted question about technical tools (tmux/Tailscale), implicitly about sharing information and communication.
FW Ratio: 50%
Observable Facts
Page displays a user-submitted text post: 'No more tmux/Tailscale-type stuff needed now?' Page includes interface for users to reply and vote on content. Inferences
Question about technical tools implies interest in communication and information sharing. Platform structure supports expression and exchange of opinions through comments and voting. ND
No content referencing UDHR preamble concepts.
ND
No content related to freedom, equality, dignity, or brotherhood.
ND
No content addressing discrimination or equal entitlement to rights.
ND
No mention of life, liberty, or security of person.
ND
No mention of slavery or servitude.
ND
No mention of torture or cruel/inhuman treatment.
ND
No mention of recognition as a person before the law.
ND
No mention of equality before the law or equal protection.
ND
No mention of effective remedy for rights violations.
ND
No mention of arbitrary arrest, detention, or exile.
ND
No mention of fair public hearing or independent tribunal.
ND
No mention of presumption of innocence or criminal procedure.
ND
No mention of privacy, family, home, correspondence, or attacks on honor.
FW Ratio: 50%
Observable Facts
Page does not display privacy policy or data collection notices. Inferences
Absence of privacy declarations suggests privacy is not a highlighted concern on this page. ND
No mention of freedom of movement or residence.
ND
No mention of asylum from persecution.
ND
No mention of nationality or change of nationality.
ND
No mention of marriage, family, or consent.
ND
No mention of property ownership or deprivation.
ND
No mention of freedom of thought, conscience, or religion.
ND
Low Practice
No explicit mention of assembly or association.
FW Ratio: 50%
Observable Facts
Page shows a discussion thread with multiple participants. Inferences
Threaded discussion format enables peaceful association among users. ND
No mention of participation in government or elections.
ND
No mention of social security or economic rights.
ND
No mention of work, employment, or union rights.
ND
No mention of rest, leisure, or working hours.
ND
No mention of standard of living, health, or social services.
ND
No mention of education or educational goals.
ND
No mention of cultural life, science, or intellectual property.
ND
No mention of social and international order.
ND
No mention of duties to community or limitations on rights.
ND
No mention of destruction of rights or interpretation of UDHR.
Structural Channel
What the site does
+0.30
Medium Advocacy Practice
Platform enables user-generated content and discussion; minimal moderation visible on page.
ND
No structural features related to inherent dignity, equal rights, or freedom.
ND
No structural features promoting or undermining inherent dignity and equality.
ND
No structural features that discriminate or promote non-discrimination.
ND
No structural features that protect or threaten life, liberty, or security.
ND
No structural features related to slavery or servitude.
ND
No structural features related to torture or cruel treatment.
ND
No structural features related to legal personality.
ND
No structural features related to legal equality.
ND
No structural features related to remedies for rights violations.
ND
No structural features related to arbitrary detention.
ND
No structural features related to fair hearings.
ND
No structural features related to criminal justice rights.
ND
Page does not collect personal data visibly; no privacy features declared.
ND
No structural features related to movement or residence.
ND
No structural features related to asylum.
ND
No structural features related to nationality.
ND
No structural features related to family rights.
ND
No structural features related to property rights.
ND
No structural features related to freedom of thought or religion.
ND
Low Practice
Platform facilitates online association through threaded discussions.
ND
No structural features related to political participation.
ND
No structural features related to social security.
ND
No structural features related to work rights.
ND
No structural features related to rest and leisure.
ND
No structural features related to standard of living or health.
ND
No structural features related to education.
ND
No structural features related to cultural participation or scientific benefits.
ND
No structural features related to international order.
ND
No structural features related to community duties or rights limitations.
ND
No structural features related to destruction of rights.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.21 low claims
Sources 0.0 Evidence 0.0 Uncertainty 0.3 Purpose 0.8
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
detached
Valence 0.0 Arousal 0.1 Dominance 0.1
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?
0.28 problem only
Whose perspectives are represented in this content?
0.20 1 perspective
Speaks: individuals
Is this content looking backward, at the present, or forward?
present immediate
What geographic area does this content cover?
unspecified How accessible is this content to a general audience?
technical medium jargon domain specific
Longitudinal
722 HN snapshots · 4 evals
Audit Trail
13 entries all eval pipeline all models deepseek-v3.2 llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-03-01 03:23 eval_success Evaluated: Mild positive (0.26) - - 2026-03-01 03:23 model_divergence Cross-model spread 0.26 exceeds threshold (3 models) - - 2026-03-01 03:23
eval
Evaluated by deepseek-v3.2 : +0.26 (Mild positive) 8,018 tokens 2026-03-01 03:23 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 1R - - 2026-02-28 06:06 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:06
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning Discussion on new tech feature, no explicit rights stance
2026-02-28 06:06 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 06:00 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:00
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 2026-02-28 06:00 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 05:55 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:55 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 05:55
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral)