+0.23 How to Allocate Memory

Name: HRCB Evaluation: How to Allocate Memory
Item: How to Allocate Memory
Rating: 0.24
Author: Human Rights Observatory

Model: deepseek/deepseek-v3.2-20251201 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 claude-haiku-4-5-20251001 +0.23 Compare

+0.23	How to Allocate Memory (geocar.sdf1.org S:+0.20 )
	72 points by tosh 5 days ago \| 7 comments on HN \| Mild positive Editorial · v3.7 · 2026-03-01 00:53:23 0

Summary Knowledge Access & Education Acknowledges

This technical article on memory allocation optimization contributes modestly to Article 19 (freedom of expression and information access) and Article 26 (right to education) by freely publishing specialized technical knowledge. The content explicitly frames itself as educational material meant for critical reading and intellectual development. However, the article has minimal engagement with human rights principles overall, as it is primarily a technical programming tutorial with no substantive engagement with UDHR values beyond incidental support for open knowledge-sharing.

Article Heatmap

Negative Neutral Positive No Data

Aggregates

Editorial Mean	+0.23	Structural Mean	+0.20
Weighted Mean	+0.24	Unweighted Mean	+0.22
Max	+0.32 Article 26	Min	+0.10 Article 27
Signal	3	No Data	28
Volatility	0.09 (Low)
Negative	0	Channels	E: 0.6 S: 0.4
SETL ℹ	+0.04	Editorial-dominant
FW Ratio ℹ	57%	8 facts · 6 inferences

Evidence 5% coverage ℹ

  2M  1L  28 ND 

Theme Radar

HN Discussion 3 top-level · 3 replies

anonymousDan 2026-02-27 14:57 UTC link

Nice reference, thanks.

5o1ecist 2026-02-27 18:15 UTC link

> The operating system often has a tool for allocating contiguous virtual memory space called pages.

"often". sheesh. *rolls eyes*

It does not apply for Windows.

You cannot reserve or commit 4k-pages in Windows. For historical reasons, the minimum amount of memory you can reserve/commit is 64k.

This also applies to mapping 4k-pages around, meaning you can't.

64k is the rather wastefull lower limit.

011101101 2026-02-27 21:21 UTC link

HDD: sudo dd if=/dev/urandom of=/dev/sdX bs=1M status=progress

dooglius 2026-02-27 19:19 UTC link

How does WSL1 do it then?

Anyway, the section you are quoting makes no claim as the the permitted granularity.

binarycrusader 2026-02-27 19:38 UTC link

Can you clarify?

As far as I'm aware, dwAllocationGranularity returned via GetSystemInfo determines the MEM_RESERVE alignment and size. Yes, in practice this is always 64KiB but may not always be true in the future.

Additionally, dwPageSize returned via GetSystemInfo determines the alignment and size for MEM_COMMIT which in practice is 4KiB or 16KiB.

Put differently, while an application might be stuck with allocation-granularity reservations, the actual commit is in units of page size, right?

https://learn.microsoft.com/en-us/windows/win32/memory/reser...

Page protections are also based on page size afaik, for example: https://www.softwareverify.com/blog/leaking-memory-with-virt...

Or the way I read it, you might be stuck with a dwAllocationGranularity reservation, but the actual commit increment is in units of dwPageSize.

Just_Harry 2026-02-27 20:31 UTC link

And the historical reason why the allocation-granularity is 64 KB instead of 4 KB (or the page-size) is that it made DLL relocation very slightly faster on Alpha AXP processors. No, really! https://devblogs.microsoft.com/oldnewthing/20031008-00/?p=42...

Editorial Channel

What the content says

+0.40

Article 26 Education

Medium A:knowledge_distribution F:meritocratic_skill_development

Editorial

+0.40

SETL

+0.28

Article 26 affirms right to education and technical training. This article provides detailed technical education in memory allocation optimization—a specialized programming skill. The author explicitly positions this as educational material meant to develop readers' technical competency and understanding. The content teaches advanced optimization techniques, which supports professional development.

+0.20

Article 19 Freedom of Expression

Medium F:knowledge_sharing

Editorial

+0.20

SETL

-0.17

Article 19 protects freedom of expression and information access. This article shares technical knowledge and programming expertise publicly, enabling readers to access and understand memory allocation techniques. The author explicitly frames the content as 'read and meditate on' rather than copy-paste, encouraging intellectual engagement.

+0.10

Article 27 Cultural Participation

Low F:intellectual_contribution P:knowledge_commons

Editorial

+0.10

SETL

0.00

Article 27 protects participation in cultural and scientific advancement. This technical article contributes to scientific/technological knowledge advancement by sharing optimization techniques. The author participates in intellectual commons by publishing work that advances the field's understanding.

Preamble Preamble

Preamble of UDHR concerns universal human rights principles and human dignity. This technical programming article does not engage with foundational human rights philosophy.

Article 1 Freedom, Equality, Brotherhood

Article 1 asserts all humans are born free and equal in dignity and rights. This technical article on memory allocation does not address human equality or dignity.

Article 2 Non-Discrimination

Article 2 prohibits discrimination. This programming article is neutral on discrimination and does not engage with the principle.

Article 3 Life, Liberty, Security

Article 3 protects right to life, liberty, security of person. Not addressed in technical programming content.

Article 4 No Slavery

Article 4 prohibits slavery and servitude. Not relevant to technical memory allocation discussion.

Article 5 No Torture

Article 5 prohibits torture and cruel punishment. Not addressed in technical content.

Article 6 Legal Personhood

Article 6 protects right to recognition as a person before the law. Not engaged with in programming article.

Article 7 Equality Before Law

Article 7 asserts equality before the law and protection against discrimination. Technical article is neutral on this principle.

Article 8 Right to Remedy

Article 8 provides right to effective remedy for rights violations. Not applicable to technical programming content.

Article 9 No Arbitrary Detention

Article 9 prohibits arbitrary arrest and detention. Not relevant to memory allocation techniques.

Article 10 Fair Hearing

Article 10 guarantees right to fair and public hearing. Not addressed in technical article.

Article 11 Presumption of Innocence

Article 11 addresses criminal liability and presumption of innocence. Not relevant to programming content.

Article 12 Privacy

Article 12 protects privacy, family, home, correspondence. This technical article does not address privacy rights.

Article 13 Freedom of Movement

Article 13 guarantees freedom of movement and residence. Not relevant to technical programming content.

Article 14 Asylum

Article 14 protects right to seek asylum. Not addressed in technical article.

Article 15 Nationality

Article 15 addresses nationality and right to change it. Not relevant to programming content.

Article 16 Marriage & Family

Article 16 protects rights to marry and family life. Not addressed in technical content.

Article 17 Property

Article 17 protects right to own property. Not engaged with in memory allocation article.

Article 18 Freedom of Thought

Article 18 guarantees freedom of thought, conscience, and religion. Not addressed in technical content.

Article 20 Assembly & Association

Article 20 protects freedom of assembly and association. Not relevant to technical programming content.

Article 21 Political Participation

Article 21 addresses political participation and democratic governance. Not addressed in technical article.

Article 22 Social Security

Article 22 guarantees social security and cultural participation. Not relevant to memory allocation techniques.

Article 23 Work & Equal Pay

Article 23 protects labor rights, fair wages, and working conditions. Not addressed in technical content.

Article 24 Rest & Leisure

Article 24 guarantees right to rest and leisure. Not engaged with in technical programming article.

Article 25 Standard of Living

Article 25 protects right to adequate standard of living, health, and social services. Not addressed in technical content.

Article 28 Social & International Order

Article 28 requires a social order ensuring these rights. Not addressed in technical programming article.

Article 29 Duties to Community

Article 29 addresses community responsibilities and limitations on rights. Not engaged with in technical content.

Article 30 No Destruction of Rights

Article 30 prohibits activities that destroy other rights. Not relevant to technical programming content.

Structural Channel

What the site does

Domain Context Profile

Element	Modifier	Note
Legal & Terms
Privacy	—	No privacy policy or data collection practices observable on provided content.
Terms of Service	—	No terms of service visible in provided content.
Identity & Mission
Mission	—	Site mission/values not evident from this technical article page.
Editorial Code	—	No editorial policy or code of conduct visible.
Ownership	—	Domain ownership (sdf1.org) not explicitly disclosed on content provided.
Access & Distribution
Access Model	—	Content appears publicly accessible without paywall or registration.
Ad/Tracking	—	No ads or tracking mechanisms visible in provided content.
Accessibility	—	No accessibility features (WCAG compliance, alt text, etc.) observable from provided HTML snippet.

+0.30

Article 19 Freedom of Expression

Medium F:knowledge_sharing

Structural

+0.30

Context Modifier

0.00

SETL

-0.17

Content is publicly accessible without paywalls or registration barriers. The plain HTML format and open publication on a public domain facilitates information access. No apparent censorship or restriction on accessing the technical information.

+0.20

Article 26 Education

Medium A:knowledge_distribution F:meritocratic_skill_development

Structural

+0.20

Context Modifier

0.00

SETL

+0.28

Free public access to technical education content supports educational access. No apparent barriers to readers acquiring technical knowledge. However, the highly specialized nature may limit accessibility to those already trained in programming.

+0.10

Article 27 Cultural Participation

Low F:intellectual_contribution P:knowledge_commons

Structural

+0.10

Context Modifier

0.00

SETL

0.00

Content is published in a way that allows others to access, learn from, and build upon it. The open publication supports participation in technological advancement.

Preamble Preamble

No structural elements relate to promoting or undermining human dignity or universal human rights principles.

Article 1 Freedom, Equality, Brotherhood

No structural signals regarding equal treatment or dignity.

Article 2 Non-Discrimination

No structural evidence of discrimination or anti-discrimination practices.

Article 3 Life, Liberty, Security

No structural relevance.

Article 4 No Slavery

No structural signals.

Article 5 No Torture

No structural relevance.

Article 6 Legal Personhood

No structural signals.

Article 7 Equality Before Law

No structural evidence of equality protections or discrimination.

Article 8 Right to Remedy

No structural signals.

Article 9 No Arbitrary Detention

No structural relevance.

Article 10 Fair Hearing

No structural signals.

Article 11 Presumption of Innocence

No structural relevance.

Article 12 Privacy

Content is publicly published without apparent privacy protections discussed.

Article 13 Freedom of Movement

No structural signals.

Article 14 Asylum

No structural relevance.

Article 15 Nationality

No structural signals.

Article 16 Marriage & Family

No structural relevance.

Article 17 Property

No structural signals regarding property rights.

Article 18 Freedom of Thought

No structural signals.

Article 20 Assembly & Association

No structural signals.

Article 21 Political Participation

No structural relevance.

Article 22 Social Security

No structural signals.

Article 23 Work & Equal Pay

No structural relevance to labor rights.

Article 24 Rest & Leisure

No structural signals.

Article 25 Standard of Living

No structural relevance.

Article 28 Social & International Order

No structural relevance to establishing supportive social order for human rights.

Article 29 Duties to Community

No structural signals.

Article 30 No Destruction of Rights

No structural signals.

Supplementary Signals

How this content communicates, beyond directional lean. Learn more

Epistemic Quality ℹ

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

0.66 medium claims

Sources		0.6
Evidence		0.8
Uncertainty		0.5
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?

0.33

✗ Author

More signals: context, framing & audience

Solution Orientation ℹ

Does this content offer solutions or only describe problems?

0.75 solution oriented

Reader Agency

0.8

Stakeholder Voice ℹ

Whose perspectives are represented in this content?

0.20 1 perspective

Speaks: institution

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?

global

Complexity ℹ

How accessible is this content to a general audience?

expert high jargon expert

Longitudinal 294 HN snapshots · 68 evals

Audit Trail 88 entries

2026-03-02 14:00	eval_success	Evaluated: Neutral (0.00)	- -
2026-03-02 14:00	eval	Evaluated by deepseek-v3.2: 0.00 (Neutral) 11,285 tokens -0.07
2026-03-02 03:19	eval_success	Evaluated: Neutral (0.07)	- -
2026-03-02 03:19	eval	Evaluated by deepseek-v3.2: +0.07 (Neutral) 11,622 tokens -0.03
2026-03-01 15:55	eval_success	Evaluated: Mild positive (0.10)	- -
2026-03-01 15:55	eval	Evaluated by deepseek-v3.2: +0.10 (Mild positive) 12,283 tokens -0.07
2026-03-01 11:29	eval_success	Evaluated: Mild positive (0.17)	- -
2026-03-01 11:29	eval	Evaluated by deepseek-v3.2: +0.17 (Mild positive) 12,361 tokens +0.17
2026-03-01 10:10	eval_success	Evaluated: Neutral (0.00)	- -
2026-03-01 10:10	eval	Evaluated by deepseek-v3.2: 0.00 (Neutral) 12,628 tokens -0.23
2026-03-01 10:10	rater_validation_warn	Validation warnings for model deepseek-v3.2: 0W 6R	- -
2026-03-01 01:29	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 01:29	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-03-01 01:24	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 01:24	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-03-01 01:24	credit_exhausted	Credit balance too low, pausing provider for 30 min	- -
2026-03-01 01:23	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 01:23	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-03-01 00:53	eval_success	Evaluated: Mild positive (0.24)	- -
2026-03-01 00:53	eval	Evaluated by claude-haiku-4-5-20251001: +0.24 (Mild positive) 13,993 tokens +0.24
2026-03-01 00:39	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 00:39	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-03-01 00:36	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 00:36	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-03-01 00:34	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 00:34	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-03-01 00:30	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 00:30	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 23:45	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-02-28 23:45	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 23:44	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-02-28 23:44	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 22:50	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-02-28 22:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 22:48	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-02-28 22:48	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 22:46	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-02-28 22:46	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 17:06	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 15:43	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 15:38	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 15:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 13:39	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 13:17	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 13:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 12:49	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 11:59	eval	Evaluated by claude-haiku-4-5-20251001: 0.00 (Neutral)
2026-02-28 10:38	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 10:35	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 08:53	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 08:34	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 08:29	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 08:16	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 07:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 07:38	eval	Evaluated by deepseek-v3.2: +0.23 (Mild positive) 10,954 tokens
2026-02-28 07:25	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 06:58	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 06:54	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 06:40	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 06:35	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 06:18	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 06:05	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 05:36	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 05:36	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 05:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 05:05	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 04:59	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 04:34	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 04:21	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 04:07	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 04:07	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 03:36	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 02:54	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 02:53	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 02:38	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 02:34	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 02:33	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 02:28	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 02:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 01:52	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 01:48	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 01:47	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 01:30	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 01:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning tech tutorial no rights stance
2026-02-28 01:25	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 01:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on memory allocation, no human rights discussion
2026-02-28 01:14	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning tech tutorial no rights stance
2026-02-28 01:00	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Technical article on memory allocation, no human rights discussion

build 33fdafe+e25z · deployed 2026-03-02 17:29 UTC · evaluated 2026-03-02 17:25:40 UTC