+0.17 Generating All 32-Bit Primes (Part I)

Name: HRCB Evaluation: Generating All 32-Bit Primes (Part I)
Item: Generating All 32-Bit Primes (Part I)
Rating: 0.215
Author: Human Rights Observatory

Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 claude-haiku-4-5-20251001 +0.17 @cf/meta/llama-4-scout-17b-16e-instruct lite ND Compare

+0.17	Generating All 32-Bit Primes (Part I) (hnlyman.github.io S:+0.28 )
	76 points by hnlyman 12 hours ago \| 22 comments on HN \| Mild positive Moderate agreement (2 models) Editorial · v3.7 · 2026-03-15 22:22:32 0

Summary Education & Knowledge Sharing Acknowledges

This technical article documents algorithms for generating 32-bit prime numbers, presenting educational content on computational methods including trial division, wheel factorization, and the Sieve of Eratosthenes. The content engages mildly with UDHR Articles 19 (freedom of expression via open publication) and 26 (education through accessible technical documentation), reflecting foundational commitments to information freedom and knowledge sharing without explicitly addressing human rights frameworks. The overall lean is neutral-to-positive regarding human rights, with weak advocacy for educational access and free expression through structural and editorial choices.

Article Heatmap

Negative Neutral Positive No Data

Aggregates

+0.17

+0.28

Weighted Mean	+0.21	Unweighted Mean	+0.21
Max	+0.24 Article 19	Min	+0.19 Article 26
Signal	2	No Data	29
Volatility	0.03 (Low)
Negative	0	Channels	E: 0.6 S: 0.4
SETL ℹ	-0.17	Structural-dominant
FW Ratio ℹ	60%	6 facts · 4 inferences
Agreement	Moderate	2 models · spread ±0.107

Evidence 4% coverage ℹ

  2M   29 ND 

Theme Radar

Editorial Channel

What the content says

+0.20

Article 19 Freedom of Expression

Medium Advocacy

Editorial

+0.20

SETL

-0.17

Content presents technical information and documentation in written form without editorial restrictions; author freely publishes analysis and code implementation details; no external censorship observed.

+0.15

Article 26 Education

Medium Advocacy

Editorial

+0.15

SETL

-0.16

Content documents technical algorithms and programming techniques with explicit explanatory intent; provides educational commentary including time complexity analysis, implementation strategies, and references to external resources for further learning.

Preamble Preamble

Content does not engage with the Preamble's themes of human dignity, justice, freedom, or peace.

Article 1 Freedom, Equality, Brotherhood

Content does not discuss human equality, dignity, or inalienable rights.

Article 2 Non-Discrimination

Content does not address discrimination or entitlement to rights without distinction.

Article 3 Life, Liberty, Security

Content does not discuss life, liberty, or personal security.

Article 4 No Slavery

Content does not address slavery or servitude.

Article 5 No Torture

Content does not discuss torture or cruel treatment.

Article 6 Legal Personhood

Content does not address legal personality or rights before law.

Article 7 Equality Before Law

Content does not discuss equality before law or non-discrimination.

Article 8 Right to Remedy

Content does not address legal remedies for rights violations.

Article 9 No Arbitrary Detention

Content does not discuss arbitrary detention or arrest.

Article 10 Fair Hearing

Content does not address fair trial or impartial hearings.

Article 11 Presumption of Innocence

Content does not discuss criminal liability or presumption of innocence.

Article 12 Privacy

Content does not address privacy of correspondence or home.

Article 13 Freedom of Movement

Content does not discuss freedom of movement or residence.

Article 14 Asylum

Content does not address asylum or refuge.

Article 15 Nationality

Content does not discuss nationality or right to change nationality.

Article 16 Marriage & Family

Content does not address marriage, family, or consent.

Article 17 Property

Content does not discuss property rights or protection from arbitrary deprivation.

Article 18 Freedom of Thought

Content does not address freedom of thought, conscience, or religion.

Article 20 Assembly & Association

Content does not discuss peaceful assembly or association.

Article 21 Political Participation

Content does not address political participation or democracy.

Article 22 Social Security

Content does not discuss social security or economic rights.

Article 23 Work & Equal Pay

Content does not address work, employment, or fair wages.

Article 24 Rest & Leisure

Content does not discuss rest, leisure, or working hours.

Article 25 Standard of Living

Content does not address adequate standard of living, health, or medical care.

Article 27 Cultural Participation

Content does not address cultural participation or artistic rights.

Article 28 Social & International Order

Content does not discuss social and international order necessary for rights realization.

Article 29 Duties to Community

Content does not address duties to community or limitations on rights exercise.

Article 30 No Destruction of Rights

Content does not engage with restriction clauses or UDHR interpretation.

Structural Channel

What the site does

Domain Context Profile

Element	Modifier	Note
Legal & Terms
Privacy	—	No privacy policy detected; personal blog/portfolio context suggests minimal data collection practices.
Terms of Service	—	No terms of service detected; static educational content.
Identity & Mission
Mission	—	Personal portfolio/blog site; no explicit mission statement; content appears educational and technical in nature.
Editorial Code	—	No editorial standards or ethics code detected.
Ownership	—	Domain registered under individual name; no corporate or institutional affiliation declared.
Access & Distribution
Access Model	—	Open access; no paywall or authentication barrier.
Ad/Tracking	—	No advertising or tracking pixels detected in provided content.
Accessibility	—	Page uses CSS and semantic HTML; no ARIA labels detected; mathematical notation via plain text and formatting may challenge screen readers.

+0.30

Article 19 Freedom of Expression

Medium Advocacy

Structural

+0.30

Context Modifier

0.00

SETL

-0.17

Site permits open publication of content on personal domain without gating or filtering; content accessible to all visitors without authentication or consent requirements.

+0.25

Article 26 Education

Medium Advocacy

Structural

+0.25

Context Modifier

0.00

SETL

-0.16

Site structure enables free access to educational material without paywalls or credential requirements; content organization uses clear headings, code examples, and mathematical exposition to support understanding.

Preamble Preamble

Site structure and access model do not implicate Preamble provisions.

Article 1 Freedom, Equality, Brotherhood

Site structure does not implicate Article 1 protections or duties.

Article 2 Non-Discrimination

No discriminatory barriers to access observed.

Article 3 Life, Liberty, Security

Site structure does not implicate Article 3 duties.

Article 4 No Slavery

No labor-related duties implicated.

Article 5 No Torture

Site structure does not implicate Article 5.

Article 6 Legal Personhood

No legal duties implicated.

Article 7 Equality Before Law

No discriminatory enforcement mechanisms observed.

Article 8 Right to Remedy

No remedial mechanisms implicated.

Article 9 No Arbitrary Detention

Site structure does not implicate Article 9.

Article 10 Fair Hearing

No judicial duties implicated.

Article 11 Presumption of Innocence

No criminal justice framework implicated.

Article 12 Privacy

No invasions of private life detected.

Article 13 Freedom of Movement

No restrictions on movement implicated.

Article 14 Asylum

No asylum-related duties implicated.

Article 15 Nationality

No nationality-related duties implicated.

Article 16 Marriage & Family

No family law duties implicated.

Article 17 Property

No property confiscation mechanisms observed.

Article 18 Freedom of Thought

No restriction of conscience or belief observed.

Article 20 Assembly & Association

No restrictions on association or assembly mechanisms implicated.

Article 21 Political Participation

No governance or voting-related duties implicated.

Article 22 Social Security

No welfare provisions or social protection duties implicated.

Article 23 Work & Equal Pay

No labor condition or employment duties implicated.

Article 24 Rest & Leisure

No duty to protect leisure time or rest implicated.

Article 25 Standard of Living

No health or welfare provisions implicated.

Article 27 Cultural Participation

No cultural gatekeeping or restriction mechanisms observed.

Article 28 Social & International Order

No systemic duty-bearer obligations implicated.

Article 29 Duties to Community

No community obligation framework implicated.

Article 30 No Destruction of Rights

No effort to limit or negate rights observed.

Supplementary Signals

How this content communicates, beyond directional lean. Learn more

Epistemic Quality ℹ

How well-sourced and evidence-based is this content?

0.72 low claims

Sources		0.7
Evidence		0.8
Uncertainty		0.7
Purpose		0.8

Propaganda Flags ℹ

No manipulative rhetoric detected

0 techniques detected

Emotional Tone ℹ

Emotional character: positive/negative, intensity, authority

measured

Valence		+0.2
Arousal		0.3
Dominance		0.6

Transparency ℹ

Does the content identify its author and disclose interests?

0.50

✓ Author

More signals: context, framing & audience

Solution Orientation ℹ

Does this content offer solutions or only describe problems?

0.68 solution oriented

Reader Agency

0.8

Stakeholder Voice ℹ

Whose perspectives are represented in this content?

0.20 1 perspective

Speaks: individuals

Temporal Framing ℹ

Is this content looking backward, at the present, or forward?

present unspecified

Geographic Scope ℹ

What geographic area does this content cover?

unspecified

Complexity ℹ

How accessible is this content to a general audience?

technical high jargon domain specific

Longitudinal 281 HN snapshots · 28 evals

Audit Trail 48 entries

2026-03-15 23:42	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-15 23:42	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 23:42	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-15 22:22	eval_success	Evaluated: Mild positive (0.21)	- -
2026-03-15 22:22	eval	Evaluated by claude-haiku-4-5-20251001: +0.21 (Mild positive) 14,777 tokens
2026-03-15 21:37	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-15 21:37	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 21:29	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-15 21:29	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 21:29	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-15 20:55	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-15 20:55	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 20:51	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-15 20:51	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 20:51	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-15 20:18	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-15 20:18	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 20:15	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-15 20:15	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 20:15	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-15 19:43	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-15 19:43	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 19:40	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-15 19:40	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 19:40	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-15 19:05	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-15 19:05	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 19:03	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-15 19:03	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 19:03	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-15 18:16	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-15 18:16	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 18:14	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-15 18:14	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 17:04	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 17:02	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 15:54	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 15:54	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 15:17	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 15:17	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 14:43	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 14:43	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 14:05	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 14:04	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 13:27	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 13:27	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on prime number generation, no human rights discussion
2026-03-15 12:49	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-15 12:48	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Technical article on prime number generation, no human rights discussion

build ee2b489+gzrb · deployed 2026-03-10 22:52 UTC · evaluated 2026-03-15 23:45:41 UTC