Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Technology Programming
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND 0.80
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 No human rights theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND 0.87
claude-haiku-4-5-20251001 +0.55 +0.55 Moderate positive 0.10 0.26 Education & Free Expression
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite claude-haiku-4-5-20251001
Preamble ND ND ND ND ND
Article 1 ND ND ND ND ND
Article 2 ND ND ND ND ND
Article 3 ND ND ND ND ND
Article 4 ND ND ND ND ND
Article 5 ND ND ND ND ND
Article 6 ND ND ND ND ND
Article 7 ND ND ND ND ND
Article 8 ND ND ND ND ND
Article 9 ND ND ND ND ND
Article 10 ND ND ND ND ND
Article 11 ND ND ND ND ND
Article 12 ND ND ND ND ND
Article 13 ND ND ND ND ND
Article 14 ND ND ND ND ND
Article 15 ND ND ND ND ND
Article 16 ND ND ND ND ND
Article 17 ND ND ND ND ND
Article 18 ND ND ND ND ND
Article 19 ND ND ND ND 0.66
Article 20 ND ND ND ND ND
Article 21 ND ND ND ND ND
Article 22 ND ND ND ND ND
Article 23 ND ND ND ND 0.50
Article 24 ND ND ND ND ND
Article 25 ND ND ND ND ND
Article 26 ND ND ND ND 0.56
Article 27 ND ND ND ND 0.40
Article 28 ND ND ND ND ND
Article 29 ND ND ND ND ND
Article 30 ND ND ND ND ND
+0.55 A preview of Coalton 0.2, a statically-typed Lisp (coalton-lang.github.io S:+0.55 )
18 points by fanf2 9 hours ago | 0 comments on HN | Moderate positive Contested Low agreement (3 models) Editorial · v3.7 · 2026-03-15 22:34:04 0
Summary Education & Free Expression Acknowledges
This technical blog post announces features for Coalton 0.2, a functional programming language embedded in Common Lisp. The content demonstrates observable positive alignment with Article 19 (free expression) through transparent, publicly accessible disclosure of design decisions and rationale, and with Article 26 (education) through pedagogical structure and detailed explanation of complex technical concepts. The article engages marginally with Article 23 (work/labor) through framing language improvements as responses to industrial use and product reliability needs. No observable engagement with other UDHR articles. The overall orientation is educational and openly communicative rather than rights-focused.
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: +0.66 — 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: +0.50 — 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: +0.56 — Education 26 Article 27: +0.40 — 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
Negative Neutral Positive No Data
Aggregates
E
+0.55
S
+0.55
Weighted Mean +0.54 Unweighted Mean +0.53
Max +0.66 Article 19 Min +0.40 Article 27
Signal 4 No Data 27
Volatility 0.09 (Low)
Negative 0 Channels E: 0.6 S: 0.4
SETL +0.26 Editorial-dominant
FW Ratio 62% 16 facts · 10 inferences
Agreement Low 3 models · spread ±0.272
Evidence 10% coverage
2H 2M 27 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: 0.66 (1 articles) Economic & Social: 0.50 (1 articles) Cultural: 0.48 (2 articles) Order & Duties: 0.00 (0 articles)
Editorial Channel
What the content says
+0.70
Article 19 Freedom of Expression
High Framing
Editorial
+0.70
SETL
+0.26

Content is published freely as a blog post detailing technical features. Author name (Robert Smith) is clearly identified; content is openly disseminated without apparent censorship or restriction. Technical documentation promotes transparency about language design decisions.

+0.60
Article 26 Education
High Framing
Editorial
+0.60
SETL
+0.24

Content provides educational material on programming language design, demonstrating technical knowledge transfer. Documentation is detailed and aimed at building understanding of language features and their rationale. Complex concepts (forall, type variables, real algebraic numbers) are explained with reasoning and examples.

+0.50
Article 23 Work & Equal Pay
Medium Advocacy
Editorial
+0.50
SETL
ND

Content describes design improvements motivated by 'industrial purposes' and 'production language to build good, reliable, efficient, and robust products.' Describes fixing 'gaps in the language' discovered through use. This frames programming language development as tool improvement for productive work, but does not explicitly address labor rights, fair wages, or safe working conditions.

+0.40
Article 27 Cultural Participation
Medium Framing
Editorial
+0.40
SETL
ND

Content describes technical work in 'industrial purposes' and product development, indicating participation in cultural and scientific advancement. Discussion of real algebraic numbers and advanced mathematical capabilities suggests engagement with scientific progress. However, does not explicitly address cultural rights, artistic participation, or scientific advancement as human right.

ND
Preamble Preamble

Preamble concerns human dignity and equality of rights; content does not address these themes.

ND
Article 1 Freedom, Equality, Brotherhood

Article 1 concerns equal dignity and rights; content is technical and does not engage this theme.

ND
Article 2 Non-Discrimination

Article 2 concerns non-discrimination; content makes no claims regarding discrimination.

ND
Article 3 Life, Liberty, Security

Article 3 concerns right to life and security; not addressed in technical documentation.

ND
Article 4 No Slavery

Article 4 concerns slavery and servitude prohibition; not relevant to technical content.

ND
Article 5 No Torture

Article 5 concerns torture and cruel treatment prohibition; not addressed.

ND
Article 6 Legal Personhood

Article 6 concerns legal personhood; not addressed in technical documentation.

ND
Article 7 Equality Before Law

Article 7 concerns equality before law; not addressed.

ND
Article 8 Right to Remedy

Article 8 concerns legal remedies; not addressed.

ND
Article 9 No Arbitrary Detention

Article 9 concerns arrest and detention prohibition; not relevant.

ND
Article 10 Fair Hearing

Article 10 concerns fair trial and due process; not addressed.

ND
Article 11 Presumption of Innocence

Article 11 concerns presumption of innocence; not relevant to technical content.

ND
Article 12 Privacy

Article 12 concerns privacy protection; content does not address privacy.

ND
Article 13 Freedom of Movement

Article 13 concerns freedom of movement; not addressed.

ND
Article 14 Asylum

Article 14 concerns asylum rights; not addressed.

ND
Article 15 Nationality

Article 15 concerns nationality rights; not addressed.

ND
Article 16 Marriage & Family

Article 16 concerns marriage and family; not relevant to technical documentation.

ND
Article 17 Property

Article 17 concerns property rights; not addressed.

ND
Article 18 Freedom of Thought

Article 18 concerns freedom of thought and conscience; not addressed.

ND
Article 20 Assembly & Association

Article 20 concerns freedom of assembly; not addressed in technical content.

ND
Article 21 Political Participation

Article 21 concerns participation in governance; not addressed.

ND
Article 22 Social Security

Article 22 concerns social security and economic rights; not addressed.

ND
Article 24 Rest & Leisure

Article 24 concerns rest and leisure; not addressed.

ND
Article 25 Standard of Living

Article 25 concerns health and adequate standard of living; not addressed.

ND
Article 28 Social & International Order

Article 28 concerns social and international order for human rights; not addressed.

ND
Article 29 Duties to Community

Article 29 concerns duties and limitations; not addressed.

ND
Article 30 No Destruction of Rights

Article 30 concerns prevention of rights destruction; not addressed in technical documentation.

Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy
No privacy policy or tracking mechanisms observed on-domain.
Terms of Service
No terms of service visible on page content.
Identity & Mission
Mission
Mission statement not explicitly present in page content.
Editorial Code
No editorial guidelines or code of conduct evident in content.
Ownership
Authored by Robert Smith; GitHub-hosted project.
Access & Distribution
Access Model
Content appears freely accessible; no paywall or subscription required.
Ad/Tracking
No advertising or tracking code detected in provided content.
Accessibility
Page uses MathML/KaTeX for mathematical notation; no ARIA labels or alt text observed in provided content.
+0.60
Article 19 Freedom of Expression
High Framing
Structural
+0.60
Context Modifier
0.00
SETL
+0.26

GitHub-hosted site freely accessible; no paywalls, registration barriers, or access restrictions observed. Content uses open standards (HTML, schema.org markup, KaTeX for mathematics) supporting dissemination and reuse.

+0.50
Article 26 Education
High Framing
Structural
+0.50
Context Modifier
0.00
SETL
+0.24

GitHub Pages hosting provides freely accessible educational material. Content structure uses clear headings, examples, and mathematical notation (KaTeX) supporting diverse learning modes. No registration or educational qualification barrier observed.

ND
Preamble Preamble

Site structure does not reflect or enforce universal human rights principles.

ND
Article 1 Freedom, Equality, Brotherhood

No structural mechanisms related to equality or dignity observed.

ND
Article 2 Non-Discrimination

No discriminatory or anti-discriminatory structural elements observed.

ND
Article 3 Life, Liberty, Security

No mechanisms related to personal security or life safety observed.

ND
Article 4 No Slavery

No servitude-related structural elements present.

ND
Article 5 No Torture

No abuse-related structural elements observed.

ND
Article 6 Legal Personhood

No mechanisms related to legal status observed.

ND
Article 7 Equality Before Law

No legal equality mechanisms observed.

ND
Article 8 Right to Remedy

No dispute resolution mechanisms present.

ND
Article 9 No Arbitrary Detention

No detention-related structural elements observed.

ND
Article 10 Fair Hearing

No procedural fairness mechanisms observed.

ND
Article 11 Presumption of Innocence

No criminal procedure elements present.

ND
Article 12 Privacy

DCP indicates no tracking or privacy mechanisms detected.

ND
Article 13 Freedom of Movement

No restrictions or protections of movement observed.

ND
Article 14 Asylum

No asylum-related structural elements present.

ND
Article 15 Nationality

No nationality-related structural elements observed.

ND
Article 16 Marriage & Family

No family-related structural elements present.

ND
Article 17 Property

No property protection mechanisms observed.

ND
Article 18 Freedom of Thought

No mechanisms restricting or protecting ideological freedom observed.

ND
Article 20 Assembly & Association

No assembly-related structural elements observed.

ND
Article 21 Political Participation

No democratic participation mechanisms observed.

ND
Article 22 Social Security

No social security or welfare mechanisms present.

ND
Article 23 Work & Equal Pay
Medium Advocacy

No observable structural provisions for labor rights, safety, or working conditions.

ND
Article 24 Rest & Leisure

No rest or leisure-related structural elements observed.

ND
Article 25 Standard of Living

No health or welfare mechanisms observed.

ND
Article 27 Cultural Participation
Medium Framing

No structural mechanisms related to cultural or scientific participation observed on page.

ND
Article 28 Social & International Order

No structural provisions for international human rights order observed.

ND
Article 29 Duties to Community

No duty-oriented structural elements present.

ND
Article 30 No Destruction of Rights

No safeguards against rights destruction observed.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.74 medium claims
Sources
0.8
Evidence
0.8
Uncertainty
0.6
Purpose
0.8
Propaganda Flags
No manipulative rhetoric detected
0 techniques detected
Emotional Tone
Emotional character: positive/negative, intensity, authority
measured
Valence
+0.6
Arousal
0.3
Dominance
0.5
Transparency
Does the content identify its author and disclose interests?
0.50
✓ Author
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.68 solution oriented
Reader Agency
0.7
Stakeholder Voice
Whose perspectives are represented in this content?
0.35 2 perspectives
Speaks: institution
About: individualsinstitution
Temporal Framing
Is this content looking backward, at the present, or forward?
prospective short term
Geographic Scope
What geographic area does this content cover?
global
Complexity
How accessible is this content to a general audience?
expert high jargon expert
Longitudinal 90 HN snapshots · 19 evals
+1 0 −1 HN
Audit Trail 39 entries
2026-03-16 00:38 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-16 00:38 model_divergence Cross-model spread 0.54 exceeds threshold (2 models) - -
2026-03-16 00:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Coalton 0.2, a statically-typed Lisp, no human rights discussion
2026-03-16 00:38 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 00:27 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-16 00:27 eval Evaluated by llama-3.3-70b-wai-psq: +0.12 (Mild positive)
2026-03-16 00:24 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-16 00:24 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-16 00:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-15 23:17 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 23:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 22:34 eval_success Evaluated: Moderate positive (0.54) - -
2026-03-15 22:34 eval Evaluated by claude-haiku-4-5-20251001: +0.54 (Moderate positive) 15,767 tokens +0.32
2026-03-15 22:30 eval_success Evaluated: Mild positive (0.22) - -
2026-03-15 22:30 eval Evaluated by claude-haiku-4-5-20251001: +0.22 (Mild positive) 15,288 tokens
2026-03-15 21:43 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 21:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Coalton 0.2, a statically-typed Lisp, no human rights discussion
2026-03-15 21:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 21:17 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 21:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 21:04 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 21:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Coalton 0.2, a statically-typed Lisp, no human rights discussion
2026-03-15 21:04 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 20:35 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 20:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 20:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 20:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Coalton 0.2, a statically-typed Lisp, no human rights discussion
2026-03-15 20:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 19:57 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 19:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 19:52 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 19:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Coalton 0.2, a statically-typed Lisp, no human rights discussion
2026-03-15 19:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 19:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 19:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Coalton 0.2, a statically-typed Lisp, no human rights discussion
2026-03-15 18:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 18:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Coalton 0.2, a statically-typed Lisp, no human rights discussion
2026-03-15 17:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-15 17:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article about Coalton 0.2, a statically-typed Lisp, no human rights discussion