+0.44 AEP (API Design Standard and Tooling Ecosystem) (aep.dev S:+0.42 )
33 points by rambleraptor 5 days ago | 10 comments on HN | Mild positive Moderate agreement (3 models) Landing Page · v3.7 · 2026-03-15 22:55:20 0
Summary Open Knowledge Access Advocates
The AEP landing page advocates for open-source, freely accessible API design knowledge and tooling, positioning technical standards as a shared commons. Content emphasizes collaboration among industry leaders and removal of barriers through zero-configuration access, strongly supporting Articles 19 (information), 20 (association), 26 (education), and 27 (scientific advancement). A significant structural negative signal arises from unannounced Google Tag Manager tracking without visible consent, contradicting Article 12 privacy principles.
Rights Tensions 1 pair
Art 12 ↔ Art 19 — Unannounced Google Tag Manager tracking undermines privacy (Article 12) in service of analytics supporting information access (Article 19), with privacy subordinated.
Article Heatmap
Preamble: +0.20 — 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: -0.46 — 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: +0.39 — Freedom of Expression 19 Article 20: +0.34 — 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: +0.51 — Education 26 Article 27: +0.66 — 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
+0.44
S
+0.42
Weighted Mean +0.30 Unweighted Mean +0.27
Max +0.66 Article 27 Min -0.46 Article 12
Signal 6 No Data 25
Volatility 0.35 (High)
Negative 1 Channels E: 0.6 S: 0.4
SETL ℹ +0.04 Editorial-dominant
FW Ratio ℹ 67% 22 facts · 11 inferences
Agreement Moderate 3 models · spread ±0.148
Evidence 16% coverage ℹ
2H 5M 25 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.20 (1 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: -0.46 (1 articles) Personal: 0.00 (0 articles) Expression: 0.36 (2 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.58 (2 articles) Order & Duties: 0.00 (0 articles)
Editorial Channel
What the content says
+0.40
Article 27 Cultural Participation
High Advocacy
Editorial
+0.40
SETL
-0.15

Page explicitly frames AEPs as 'an open standard' and emphasizes 'open source' tooling. Direct messaging advocates for access to API design knowledge and technical culture as a shared resource. Implicit positioning of technical standardization as cultural participation.

+0.35
Article 26 Education
Medium Advocacy
Editorial
+0.35
SETL
-0.14

Page advocates for API design education and knowledge-sharing through open standards. Implicit support for education as 'proven lessons from industry veterans' made accessible through 'zero-effort' tooling.

+0.30
Article 20 Assembly & Association
Medium Advocacy
Editorial
+0.30
SETL
-0.13

Page describes the AEPs as collaborative effort involving 'industry veterans at Google, Microsoft, Roblox, IBM (and others!)' plus 'major contributors to HTTP and IETF specifications.' Framing suggests assembly and association of technical communities around shared standards.

+0.25
Preamble Preamble
Medium Framing
Editorial
+0.25
SETL
+0.13

Page frames API design as a technical endeavor grounded in 'proven lessons from industry veterans' and emphasizes collaborative knowledge-building across organizations (Google, Microsoft, Roblox, IBM, HTTP/IETF contributors). Implicitly supports human dignity through standardization and interoperability that reduce friction and democratize access to API design practices.

+0.20
Article 19 Freedom of Expression
Medium Advocacy
Editorial
+0.20
SETL
-0.11

Page advocates for open API design standards and open-source tooling as vehicles for knowledge sharing. Framing emphasizes accessibility to information ('zero-effort tooling,' 'open standard'). Implicit support for free expression through standardized, interoperable communication channels.

-0.25
Article 12 Privacy
Medium Practice
Editorial
-0.25
SETL
+0.24

Page does not disclose privacy practices or explain data handling. No visible opt-in/opt-out mechanism for tracking acknowledged.

ND
Article 1 Freedom, Equality, Brotherhood

No editorial content addressing human dignity, equality, or reason.

ND
Article 2 Non-Discrimination

No content addressing non-discrimination or distinction.

ND
Article 3 Life, Liberty, Security

No content addressing right to life, liberty, or security.

ND
Article 4 No Slavery

No content addressing slavery or servitude.

ND
Article 5 No Torture

No content addressing torture or degrading treatment.

ND
Article 6 Legal Personhood

No content addressing right to recognition as a person.

ND
Article 7 Equality Before Law

No content addressing equality before the law.

ND
Article 8 Right to Remedy

No content addressing remedy for rights violations.

ND
Article 9 No Arbitrary Detention

No content addressing arbitrary arrest or detention.

ND
Article 10 Fair Hearing

No content addressing fair trial or due process.

ND
Article 11 Presumption of Innocence

No content addressing presumption of innocence or retroactive laws.

ND
Article 13 Freedom of Movement

No content addressing freedom of movement.

ND
Article 14 Asylum

No content addressing right to asylum.

ND
Article 15 Nationality

No content addressing right to nationality.

ND
Article 16 Marriage & Family

No content addressing marriage or family rights.

ND
Article 17 Property

No content addressing property rights.

ND
Article 18 Freedom of Thought

No content addressing freedom of conscience, thought, or religion.

ND
Article 21 Political Participation

No content addressing political participation or democratic governance.

ND
Article 22 Social Security

No content addressing social security or welfare.

ND
Article 23 Work & Equal Pay

No content addressing labor rights or working conditions.

ND
Article 24 Rest & Leisure

No content addressing rest and leisure.

ND
Article 25 Standard of Living

No content addressing health or adequate living standards.

ND
Article 28 Social & International Order

No content addressing right to social and international order.

ND
Article 29 Duties to Community

No content addressing community duties or limitations on rights.

ND
Article 30 No Destruction of Rights

No content addressing prohibition of rights destruction.
Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy —
No privacy policy or data handling statements visible on landing page.
Terms of Service —
No terms of service linked or visible on provided content.
Identity & Mission
Mission +0.10
Article 27
Mission statement emphasizes 'open source, zero-effort tooling' and 'open standard,' suggesting commitment to knowledge sharing and non-proprietary access to technical specifications.
Editorial Code —
No editorial code of conduct visible.
Ownership —
Ownership structure not disclosed on landing page.
Access & Distribution
Access Model +0.12
Article 26 Article 27
Explicit messaging about 'zero-configuration' tooling and open-source ecosystem suggests deliberate removal of access barriers to API design knowledge and tooling.
Ad/Tracking -0.10
Article 12
Google Tag Manager script (GTM-NSXMVSDN) detected, indicating third-party analytics tracking. No consent banner visible in provided content snippet.
Accessibility +0.15
Article 19
Page includes semantic HTML structure, skip-to-content link, and theme switching capability (light/dark mode respects user preference). These indicate accessibility awareness but depth unknown without full audit.
+0.45
Article 27 Cultural Participation
High Advocacy
Structural
+0.45
Context Modifier
+0.22
SETL
-0.15

Site structure enforces openness through zero-configuration access, multiple client implementations, and ecosystem visibility. Open-source model and standardization enable broad participation in technical culture.

+0.40
Article 26 Education
Medium Advocacy
Structural
+0.40
Context Modifier
+0.12
SETL
-0.14

Site structure removes configuration friction ('zero-configuration,' 'zero-effort') for accessing API design education. Multiple client implementations (CLI, UI, Terraform, MCP) enable diverse learning and application paths.

+0.35
Article 20 Assembly & Association
Medium Advocacy
Structural
+0.35
Context Modifier
0.00
SETL
-0.13

Site structure supports ecosystem participation through open-source tooling, clients, and multi-format support (Terraform, UI, CLI, MCP). Access to documentation and ecosystem suggests enabling collective participation.

+0.25
Article 19 Freedom of Expression
Medium Advocacy
Structural
+0.25
Context Modifier
+0.15
SETL
-0.11

Site infrastructure includes semantic HTML, skip-to-content link, and theme switching, indicating deliberate accessibility design supporting broad information access. Starlight documentation framework suggests commitment to readable, navigable technical content.

+0.18
Preamble Preamble
Medium Framing
Structural
+0.18
Context Modifier
0.00
SETL
+0.13

Site structure supports open-source tooling delivery with zero-configuration clients, reducing barriers to participation. Theme switcher and semantic HTML indicate accessibility consideration. However, GTM tracking without visible consent suggests incomplete rights-respecting infrastructure.

-0.40
Article 12 Privacy
Medium Practice
Structural
-0.40
Context Modifier
-0.10
SETL
+0.24

Google Tag Manager (GTM-NSXMVSDN) script executes without visible consent banner or privacy policy link. Standard practice for third-party analytics involves data collection for behavioral tracking, which may extend to profiling across domains.

ND
Article 1 Freedom, Equality, Brotherhood

No observable structural signals.

ND
Article 2 Non-Discrimination

No observable structural signals.

ND
Article 3 Life, Liberty, Security

No observable structural signals.

ND
Article 4 No Slavery

No observable structural signals.

ND
Article 5 No Torture

No observable structural signals.

ND
Article 6 Legal Personhood

No observable structural signals.

ND
Article 7 Equality Before Law

No observable structural signals.

ND
Article 8 Right to Remedy

No observable structural signals.

ND
Article 9 No Arbitrary Detention

No observable structural signals.

ND
Article 10 Fair Hearing

No observable structural signals.

ND
Article 11 Presumption of Innocence

No observable structural signals.

ND
Article 13 Freedom of Movement

No observable structural signals.

ND
Article 14 Asylum

No observable structural signals.

ND
Article 15 Nationality

No observable structural signals.

ND
Article 16 Marriage & Family

No observable structural signals.

ND
Article 17 Property

No observable structural signals.

ND
Article 18 Freedom of Thought

No observable structural signals.

ND
Article 21 Political Participation

No observable structural signals.

ND
Article 22 Social Security

No observable structural signals.

ND
Article 23 Work & Equal Pay

No observable structural signals.

ND
Article 24 Rest & Leisure

No observable structural signals.

ND
Article 25 Standard of Living

No observable structural signals.

ND
Article 28 Social & International Order

No observable structural signals.

ND
Article 29 Duties to Community

No observable structural signals.

ND
Article 30 No Destruction of Rights

No observable 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?
0.62 medium claims
Sources
0.7
Evidence
0.6
Uncertainty
0.5
Purpose
0.8
Propaganda Flags ℹ
2 manipulative rhetoric techniques found
2 techniques detected
appeal to authority
Content cites 'industry veterans at Google, Microsoft, Roblox, IBM (and others!)' and 'major contributors to HTTP and IETF specifications' to establish credibility without detailed reasoning about design principles.
bandwagon
Listing multiple well-known organizations ('Google, Microsoft, Roblox, IBM') as contributors creates implicit pressure to adopt AEP standards through association with established players.
Emotional Tone ℹ
Emotional character: positive/negative, intensity, authority
hopeful
Valence
+0.7
Arousal
0.6
Dominance
0.5
Transparency ℹ
Does the content identify its author and disclose interests?
0.25
✗ Author ✗ Conflicts ✗ Funding
More signals: context, framing & audience
Solution Orientation ℹ
Does this content offer solutions or only describe problems?
0.70 solution oriented
Reader Agency
0.7
Stakeholder Voice ℹ
Whose perspectives are represented in this content?
0.35 2 perspectives
Speaks: corporationinstitution
About: individualsdevelopers
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?
moderate medium jargon domain specific
Longitudinal 334 HN snapshots · 101 evals
+1 0 −1 HN
Audit Trail 121 entries
2026-03-15 22:59 eval_success Evaluated: Mild positive (0.30) - -
2026-03-15 22:59 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-15 22:59 eval Evaluated by claude-haiku-4-5-20251001: +0.30 (Mild positive) 15,769 tokens -0.24
2026-03-15 22:59 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 25W 25R - -
2026-03-15 22:55 eval_success Evaluated: Moderate positive (0.54) - -
2026-03-15 22:55 model_divergence Cross-model spread 0.54 exceeds threshold (2 models) - -
2026-03-15 22:55 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 1R - -
2026-03-15 22:55 eval Evaluated by claude-haiku-4-5-20251001: +0.54 (Moderate positive) 15,738 tokens
2026-03-15 22:30 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 22:30 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 21:57 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 21:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 21:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 18:50 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 18:50 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 18:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 18:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 18:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 17:28 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 17:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 17:20 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 17:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 17:20 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 16:14 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 16:14 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 16:06 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 16:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 16:06 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 15:36 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-15 15:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 15:29 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 15:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 14:56 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 14:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 14:18 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 14:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 13:39 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 13:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 12:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 12:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 12:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 12:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 11:39 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 11:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 10:58 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 10:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 10:17 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 10:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 09:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 09:35 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 08:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 08:53 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 08:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 08:09 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 07:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 07:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 06:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 06:46 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 06:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 06:10 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 05:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 05:31 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 05:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 04:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 04:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 04:20 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 03:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 03:45 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 03:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 03:06 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 02:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 02:29 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 02:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 01:52 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 01:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 01:17 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 01:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 00:50 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-15 00:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-15 00:23 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-15 00:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-14 23:52 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 23:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 23:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 22:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 22:10 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 21:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 21:08 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 20:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 19:56 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 19:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 19:13 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 18:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 18:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 16:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 16:34 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 15:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 15:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 15:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 14:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 14:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 14:04 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 13:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 13:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 13:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 12:50 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 12:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 12:14 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 12:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 11:39 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 11:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 11:04 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 10:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 10:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 10:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 09:46 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 09:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 09:05 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 09:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero human rights discussion
2026-03-14 08:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-14 08:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical content, zero human rights discussion