+0.21 Package Managers Need to Cool Down

Name: HRCB Evaluation: Package Managers Need to Cool Down
Item: Package Managers Need to Cool Down
Rating: 0.21
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 ND @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 claude-haiku-4-5-20251001 +0.21 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 Compare

+0.21	Package Managers Need to Cool Down (nesbitt.io S:+0.15 )
	62 points by zdw 11 days ago \| 53 comments on HN \| Mild positive Moderate agreement (3 models) Editorial · v3.7 · 2026-03-16 01:09:29 0

Summary Supply Chain Security & Community Protection Advocates

This technical article documents the rapid ecosystem-wide adoption of 'cooldown' mechanisms across package managers as a security measure protecting developers from automated malicious package distribution. By cataloging implementation details and community coordination, the content advocates for informed decision-making and human-centered review in automated dependency management, emphasizing that security infrastructure must remain within the realm of human intervention and community oversight.

Rights Tensions 1 pair

Art 19 ↔ Art 29 — Free information dissemination (Article 19) about supply chain security must be balanced against limiting automated systems to preserve human judgment capacity (Article 29); the article resolves this by advocating cooldowns that enable security researchers to communicate and act within a human-reviewable timeframe rather than allowing fully automated response.

Article Heatmap

Negative Neutral Positive No Data

Aggregates

+0.21

+0.15

Weighted Mean	+0.21	Unweighted Mean	+0.20
Max	+0.29 Article 19	Min	+0.10 Article 22
Signal	8	No Data	23
Volatility	0.06 (Low)
Negative	0	Channels	E: 0.6 S: 0.4
SETL ℹ	+0.18	Editorial-dominant
FW Ratio ℹ	64%	21 facts · 12 inferences
Agreement	Moderate	3 models · spread ±0.135

Evidence 15% coverage ℹ

 1H  6M  1L  23 ND 

Theme Radar

Editorial Channel

What the content says

+0.35

Article 19 Freedom of Expression

High Framing Practice

Editorial

+0.35

SETL

+0.23

Content extensively documents technical mechanisms for information dissemination, security research sharing, and community coordination across package managers. Frames cooldown adoption as coordinated knowledge transfer enabling developers to make informed decisions about dependency updates.

+0.25

Article 20 Assembly & Association

Medium Framing

Editorial

+0.25

SETL

Content emphasizes voluntary adoption and coordination: 'remarkably fast' ecosystem-wide adoption, community participation (gem.coop launched by community), open RFCs and discussions. No coercion or mandatory participation documented.

+0.25

Article 29 Duties to Community

Medium Framing

Editorial

+0.25

SETL

Content frames cooldown mechanisms as limiting automated harm and protecting community interests: 'bringing the response times for autonomous exploitation back into the realm of human intervention.' Emphasizes human-centered decision-making and community review over automated systems.

+0.20

Article 2 Non-Discrimination

Medium Practice

Editorial

+0.20

SETL

+0.14

Content emphasizes non-discriminatory access to security features; references 'any Bundler user' and universal tooling adoption without distinction.

+0.20

Article 23 Work & Equal Pay

Medium Framing

Editorial

+0.20

SETL

Content addresses labor practices in open-source ecosystems: documents maintainer compromise, discusses review processes involving 'distribution maintainer' work, and highlights burden of ecosystem coordination. Acknowledges that cooldown configuration requires developer labor ('making it almost as hard as configuring it').

+0.15

Preamble Preamble

Medium Framing

Editorial

+0.15

SETL

Content frames supply chain security as a shared human concern, emphasizing protection of development communities from malicious compromise. Acknowledges collective vulnerability and proposes systemic safeguards.

+0.15

Article 27 Cultural Participation

Medium Framing

Editorial

+0.15

SETL

Content documents shared technical culture and knowledge dissemination within open-source development communities. Emphasizes cross-ecosystem coordination and community participation in security infrastructure design.

+0.10

Article 22 Social Security

Low Framing

Editorial

+0.10

SETL

Content implicitly acknowledges social and economic security by framing supply chain security as essential infrastructure protecting 'thousands of projects' and development communities from exploitation.

Article 1 Freedom, Equality, Brotherhood

No observable content regarding equal rights and human dignity.

Article 3 Life, Liberty, Security

No observable content regarding right to life, liberty, or security of person.

Article 4 No Slavery

No observable content regarding slavery or servitude.

Article 5 No Torture

No observable content regarding torture or cruel punishment.

Article 6 Legal Personhood

No observable content regarding right to recognition as person before law.

Article 7 Equality Before Law

No observable content regarding equal protection before law.

Article 8 Right to Remedy

No observable content regarding right to effective remedy.

Article 9 No Arbitrary Detention

No observable content regarding arbitrary arrest or detention.

Article 10 Fair Hearing

No observable content regarding fair and public hearing.

Article 11 Presumption of Innocence

No observable content regarding presumption of innocence.

Article 12 Privacy

No observable content regarding privacy, family, or correspondence.

Article 13 Freedom of Movement

No observable content regarding freedom of movement.

Article 14 Asylum

No observable content regarding right to asylum.

Article 15 Nationality

No observable content regarding nationality.

Article 16 Marriage & Family

No observable content regarding marriage and family.

Article 17 Property

No observable content regarding property rights.

Article 18 Freedom of Thought

No observable content regarding freedom of thought and conscience.

Article 21 Political Participation

No observable content regarding right to participate in government.

Article 24 Rest & Leisure

No observable content regarding right to rest and leisure.

Article 25 Standard of Living

No observable content regarding health and social security.

Article 26 Education

No observable content regarding right to education.

Article 28 Social & International Order

No observable content regarding social and international order.

Article 30 No Destruction of Rights

No observable content regarding prohibition of misuse of rights.

Structural Channel

What the site does

Domain Context Profile

Element	Modifier	Affects	Note
Legal & Terms
Privacy	—		No privacy policy or cookie disclosure observed on page.
Terms of Service	—		No Terms of Service detected.
Identity & Mission
Mission	—		No explicit mission or values statement on domain.
Editorial Code	—		No editorial code or ethics statement observed.
Ownership	—		Author identified as Andrew Nesbitt; no broader ownership structure disclosed.
Access & Distribution
Access Model	—		Content appears freely accessible; no paywall or registration barrier.
Ad/Tracking	—		No advertising or tracking code detected in page markup.
Accessibility	+0.05	Article 2	Page includes theme toggle (dark/light mode) and anchor links for headings, suggesting some accessibility awareness. No other accessibility features observed.

+0.20

Article 19 Freedom of Expression

High Framing Practice

Structural

+0.20

Context Modifier

0.00

SETL

+0.23

Article provides detailed technical information freely available without authentication or paywall. Supports reader access to source material (references William Woodruff, mentions specific tool versions and dates).

+0.10

Article 2 Non-Discrimination

Medium Practice

Structural

+0.10

Context Modifier

+0.05

SETL

+0.14

Page implements theme toggle and accessibility features (anchor links), suggesting practical commitment to usable design.

Preamble Preamble

Medium Framing

No structural signals regarding preamble values.

Article 1 Freedom, Equality, Brotherhood

No structural signals.

Article 3 Life, Liberty, Security

No structural signals.

Article 4 No Slavery

No structural signals.

Article 5 No Torture

No structural signals.

Article 6 Legal Personhood

No structural signals.

Article 7 Equality Before Law

No structural signals.

Article 8 Right to Remedy

No structural signals.

Article 9 No Arbitrary Detention

No structural signals.

Article 10 Fair Hearing

No structural signals.

Article 11 Presumption of Innocence

No structural signals.

Article 12 Privacy

No structural signals.

Article 13 Freedom of Movement

No structural signals.

Article 14 Asylum

No structural signals.

Article 15 Nationality

No structural signals.

Article 16 Marriage & Family

No structural signals.

Article 17 Property

No structural signals.

Article 18 Freedom of Thought

No structural signals.

Article 20 Assembly & Association

Medium Framing

No structural signals regarding freedom of assembly.

Article 21 Political Participation

No structural signals.

Article 22 Social Security

Low Framing

No structural signals.

Article 23 Work & Equal Pay

Medium Framing

No structural signals.

Article 24 Rest & Leisure

No structural signals.

Article 25 Standard of Living

No structural signals.

Article 26 Education

No structural signals.

Article 27 Cultural Participation

Medium Framing

No structural signals.

Article 28 Social & International Order

No structural signals.

Article 29 Duties to Community

Medium Framing

No structural signals.

Article 30 No Destruction of Rights

No structural signals.

Psychological Safety

experimental

How safe this content is to read — independent from rights stance. Scores are ordinal (rank-order only). Learn more

PSQ

+0.5

Per-model PSQ

L4P +0.4 L3P +0.5

Supplementary Signals

How this content communicates, beyond directional lean. Learn more

Epistemic Quality ℹ

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

0.76 medium claims

Sources		0.8
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		+0.3
Arousal		0.3
Dominance		0.4

Transparency ℹ

Does the content identify its author and disclose interests?

0.33

✓ Author ✗ Conflicts ✗ Funding

More signals: context, framing & audience

Solution Orientation ℹ

Does this content offer solutions or only describe problems?

0.76 solution oriented

Reader Agency

0.7

Stakeholder Voice ℹ

Whose perspectives are represented in this content?

0.55 4 perspectives

Speaks: individualsinstitution

About: developersmaintainerssecurity researcherscorporation

Temporal Framing ℹ

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

present short term

Geographic Scope ℹ

What geographic area does this content cover?

global

Complexity ℹ

How accessible is this content to a general audience?

technical high jargon domain specific

Longitudinal 98 HN snapshots · 170 evals

Audit Trail 190 entries

2026-03-16 03:47	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-16 03:47	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 03:45	eval_success	Lite evaluated: Neutral (-0.06)	- -
2026-03-16 03:45	model_divergence	Cross-model spread 0.27 exceeds threshold (2 models)	- -
2026-03-16 03:45	eval	Evaluated by llama-4-scout-wai: -0.06 (Neutral) +0.02
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-16 03:45	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-16 01:09	eval_success	Evaluated: Mild positive (0.21)	- -
2026-03-16 01:09	model_divergence	Cross-model spread 0.29 exceeds threshold (2 models)	- -
2026-03-16 01:09	eval	Evaluated by claude-haiku-4-5-20251001: +0.21 (Mild positive) 13,330 tokens
2026-03-09 15:16	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-09 15:16	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 15:14	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-09 15:14	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 15:14	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-09 14:56	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-09 14:56	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 14:54	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-09 14:54	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 14:54	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-09 14:12	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-09 14:12	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 14:12	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-09 14:11	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-09 14:11	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 13:53	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-09 13:53	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 13:53	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-09 13:52	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-09 13:52	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 13:35	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-09 13:35	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 13:35	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-09 13:31	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 13:17	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 13:11	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 13:00	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 12:53	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 12:39	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 12:33	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-09 12:30	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 12:26	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 11:50	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 11:31	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-09 11:29	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 11:24	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 11:21	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 10:45	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 10:40	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 10:21	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-09 10:16	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 10:12	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 10:08	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 09:34	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 09:29	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 09:09	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-09 09:05	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 09:04	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) -0.00
2026-03-09 08:53	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 08:48	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 08:15	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 07:58	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 07:55	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) +0.00
2026-03-09 07:42	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 07:13	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 07:09	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 06:56	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 06:51	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-09 06:37	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 06:32	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 06:04	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 05:59	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 05:52	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 05:48	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 05:44	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-09 05:23	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 05:18	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 04:49	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 04:43	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 04:35	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 04:32	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-09 04:31	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 03:41	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 03:40	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 03:37	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 03:28	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) -0.00
2026-03-09 03:26	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 02:31	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 02:27	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 02:26	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 02:20	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 02:19	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) +0.00
2026-03-09 01:19	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 01:19	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 01:14	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 01:14	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 01:13	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-09 00:10	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 00:07	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-09 00:06	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-09 00:05	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) -0.00
2026-03-08 22:47	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 22:46	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 22:45	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 22:42	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 22:42	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 22:41	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 21:25	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 21:21	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 21:21	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 21:21	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 21:19	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 19:37	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 19:20	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 17:49	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 17:21	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 17:18	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 16:33	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 16:28	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 15:32	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 14:24	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 14:17	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 14:12	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 13:51	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 13:20	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 13:11	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 13:00	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 12:41	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 12:06	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 12:01	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 11:57	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 11:52	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 11:48	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 11:42	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 11:28	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.02
	reasoning Technical post on package managers
2026-03-08 10:44	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 10:39	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 10:38	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 10:28	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 10:23	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 10:17	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 09:34	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 09:33	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 09:29	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 09:19	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 09:14	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 08:31	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 08:27	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 08:26	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 08:17	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 08:13	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 07:23	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 07:21	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 07:15	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 07:12	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 07:07	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 06:25	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 06:20	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 06:16	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 06:11	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 06:10	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 05:20	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 05:16	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 05:12	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 05:10	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 05:09	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 04:20	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 04:15	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 04:09	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 04:09	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 04:06	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 03:14	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-08 03:04	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 03:01	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 02:59	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 02:58	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 02:09	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) +0.00
2026-03-08 02:04	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) -0.00
2026-03-08 01:59	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 01:58	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 01:57	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 01:55	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-08 00:58	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) +0.00
2026-03-08 00:55	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 00:54	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-08 00:51	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Technical post on package managers
2026-03-07 23:56	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) -0.00
2026-03-07 23:51	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-07 23:51	eval	Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive)
2026-03-07 23:51	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral)
	reasoning Technical article on package managers, no explicit human rights discussion
2026-03-07 23:49	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral)
	reasoning Technical post on package managers

build ee2b489+gzrb · deployed 2026-03-10 22:52 UTC · evaluated 2026-03-16 02:03:38 UTC