+0.04 A most elegant TCP hole punching algorithm (robertsdotpm.github.io S:+0.00 )
208 points by Uptrenda 23 hours ago | 96 comments on HN | Neutral Low agreement (3 models) Editorial · v3.7 · 2026-03-15 22:43:55 0
Summary Free Expression & Scientific Knowledge Advocates
This technical documentation advocates for free access to cryptographic knowledge by publishing a detailed educational tutorial on TCP hole punching algorithms. The content strongly supports Articles 19 (free expression through unrestricted information dissemination), 26 (educational access), and 27 (scientific participation) through free public access and comprehensive technical explanation. However, structural accessibility barriers regress rights for readers with disabilities, and the content remains primarily technical rather than explicitly rights-focused.
Rights Tensions 1 pair
Art 19 ↔ Art 2 — Free expression of technical knowledge is maximized through unrestricted public access, but accessibility barriers for disabled readers limit equal enjoyment of that knowledge expression.
Article Heatmap
Preamble: +0.09 — Preamble P Article 1: +0.03 — Freedom, Equality, Brotherhood 1 Article 2: -0.27 — Non-Discrimination 2 Article 3: 0.00 — Life, Liberty, Security 3 Article 4: 0.00 — No Slavery 4 Article 5: 0.00 — No Torture 5 Article 6: 0.00 — Legal Personhood 6 Article 7: 0.00 — Equality Before Law 7 Article 8: 0.00 — Right to Remedy 8 Article 9: 0.00 — No Arbitrary Detention 9 Article 10: 0.00 — Fair Hearing 10 Article 11: 0.00 — Presumption of Innocence 11 Article 12: +0.06 — Privacy 12 Article 13: 0.00 — Freedom of Movement 13 Article 14: 0.00 — Asylum 14 Article 15: 0.00 — Nationality 15 Article 16: 0.00 — Marriage & Family 16 Article 17: 0.00 — Property 17 Article 18: 0.00 — Freedom of Thought 18 Article 19: +0.62 — Freedom of Expression 19 Article 20: 0.00 — Assembly & Association 20 Article 21: 0.00 — Political Participation 21 Article 22: 0.00 — Social Security 22 Article 23: 0.00 — Work & Equal Pay 23 Article 24: 0.00 — Rest & Leisure 24 Article 25: 0.00 — Standard of Living 25 Article 26: +0.20 — Education 26 Article 27: +0.35 — Cultural Participation 27 Article 28: 0.00 — Social & International Order 28 Article 29: 0.00 — Duties to Community 29 Article 30: 0.00 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
E
+0.04
S
+0.00
Weighted Mean +0.06 Unweighted Mean +0.04
Max +0.62 Article 19 Min -0.27 Article 2
Signal 31 No Data 0
Volatility 0.14 (Medium)
Negative 1 Channels E: 0.6 S: 0.4
SETL ℹ +0.17 Editorial-dominant
FW Ratio ℹ 57% 16 facts · 12 inferences
Agreement Low 3 models · spread ±0.222
Evidence 54% coverage ℹ
1H 4M 2L
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: -0.05 (3 articles) Security: 0.00 (3 articles) Legal: 0.00 (6 articles) Privacy & Movement: 0.01 (4 articles) Personal: 0.00 (3 articles) Expression: 0.21 (3 articles) Economic & Social: 0.00 (4 articles) Cultural: 0.28 (2 articles) Order & Duties: 0.00 (3 articles)
Editorial Channel
What the content says
+0.40
Article 19 Freedom of Expression
High A: Free expression through technical knowledge dissemination P: Unrestricted public access
Editorial
+0.40
SETL
+0.28

Content directly advances free expression and information access. Educational publication of cryptography research supports the right to seek, receive, and impart information without interference. No gatekeeping or censorship.

+0.35
Article 27 Cultural Participation
Medium A: Scientific knowledge advancement P: Unrestricted technical dissemination
Editorial
+0.35
SETL
+0.30

Content directly advances participation in scientific and technical culture. Publication of cryptographic research contributes to shared scientific progress. No restrictions on who may access or benefit from technical knowledge.

+0.25
Article 26 Education
Medium A: Educational access and scientific participation
Editorial
+0.25
SETL
+0.25

Content advances right to education through technical knowledge dissemination. Free publication supports universal access to scientific and technical education without discrimination. Enables readers to participate in cryptographic research field.

+0.15
Preamble Preamble
Medium A: Educational accessibility
Editorial
+0.15
SETL
+0.15

Content promotes human dignity and mutual respect through knowledge dissemination of cryptographic techniques. Technical documentation advances shared human understanding of network security.

+0.10
Article 12 Privacy
Low A: Privacy and anonymity enablement
Editorial
+0.10
SETL
+0.10

TCP hole punching enables peer-to-peer communication that can circumvent centralized surveillance. Content does not explicitly discuss privacy but technique itself supports privacy-preserving network architectures.

+0.05
Article 1 Freedom, Equality, Brotherhood
Low
Editorial
+0.05
SETL
+0.05

Technical content does not directly address equality or freedom; neutral treatment of algorithm.

0.00
Article 3 Life, Liberty, Security
Editorial
0.00
SETL
ND

Right to life not engaged by technical cryptography documentation.

0.00
Article 4 No Slavery
Editorial
0.00
SETL
ND

Slavery and servitude not engaged by technical documentation.

0.00
Article 5 No Torture
Editorial
0.00
SETL
ND

Torture and cruel treatment not engaged by technical cryptography content.

0.00
Article 6 Legal Personhood
Editorial
0.00
SETL
ND

Right to recognition as a person not engaged by technical documentation.

0.00
Article 7 Equality Before Law
Editorial
0.00
SETL
ND

Equality before law not engaged by cryptography tutorial.

0.00
Article 8 Right to Remedy
Editorial
0.00
SETL
ND

Right to effective remedy not engaged by technical documentation.

0.00
Article 9 No Arbitrary Detention
Editorial
0.00
SETL
ND

Arbitrary detention not engaged by cryptography content.

0.00
Article 10 Fair Hearing
Editorial
0.00
SETL
ND

Fair trial rights not engaged by technical documentation.

0.00
Article 11 Presumption of Innocence
Editorial
0.00
SETL
ND

Criminal responsibility not engaged by cryptography tutorial.

0.00
Article 13 Freedom of Movement
Editorial
0.00
SETL
ND

Freedom of movement not engaged by technical documentation.

0.00
Article 14 Asylum
Editorial
0.00
SETL
ND

Asylum and political refuge not engaged by cryptography content.

0.00
Article 15 Nationality
Editorial
0.00
SETL
ND

Nationality rights not engaged by technical documentation.

0.00
Article 16 Marriage & Family
Editorial
0.00
SETL
ND

Marriage and family rights not engaged by cryptography tutorial.

0.00
Article 17 Property
Editorial
0.00
SETL
ND

Property rights not engaged by technical documentation.

0.00
Article 18 Freedom of Thought
Editorial
0.00
SETL
ND

Conscience and religion not engaged by cryptography content.

0.00
Article 20 Assembly & Association
Editorial
0.00
SETL
ND

Peaceful assembly and association not engaged by technical documentation.

0.00
Article 21 Political Participation
Editorial
0.00
SETL
ND

Political participation not engaged by cryptography tutorial.

0.00
Article 22 Social Security
Editorial
0.00
SETL
ND

Social and economic rights not engaged by technical documentation.

0.00
Article 23 Work & Equal Pay
Editorial
0.00
SETL
ND

Labor rights and just working conditions not engaged by cryptography content.

0.00
Article 24 Rest & Leisure
Editorial
0.00
SETL
ND

Rest and leisure not engaged by technical documentation.

0.00
Article 25 Standard of Living
Editorial
0.00
SETL
ND

Health and welfare rights not engaged by cryptography tutorial.

0.00
Article 28 Social & International Order
Editorial
0.00
SETL
ND

Social and international order not engaged by technical documentation.

0.00
Article 29 Duties to Community
Editorial
0.00
SETL
ND

Community duties and limitations not explicitly engaged by cryptography tutorial.

0.00
Article 30 No Destruction of Rights
Editorial
0.00
SETL
ND

Prohibition of right restrictions not engaged by technical documentation.

-0.10
Article 2 Non-Discrimination
Medium F: Accessibility barriers
Editorial
-0.10
SETL
+0.09

Content does not address discrimination. Technical content itself is neutral but excludes discussion of access equity.
Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy —
No privacy policy detected on domain; static educational content hosted on GitHub Pages.
Terms of Service —
No terms of service; GitHub Pages default TOS apply to hosting.
Identity & Mission
Mission +0.10
Article 19 Article 27
Domain appears educational/research-focused; cryptography knowledge dissemination supports free expression and scientific participation.
Editorial Code —
No editorial code detected; technical documentation format.
Ownership —
GitHub Pages personal domain; no conflicts apparent.
Access & Distribution
Access Model +0.20
Article 19 Article 26
Free public access to technical knowledge; no paywall or authentication barrier supports open access to information.
Ad/Tracking —
No advertising or tracking detected on static domain.
Accessibility -0.15
Article 2 Article 26
Page lacks ARIA labels, alt text for code blocks, and semantic HTML structure. No keyboard navigation indicators. Regresses accessibility for readers with disabilities.
+0.20
Article 19 Freedom of Expression
High A: Free expression through technical knowledge dissemination P: Unrestricted public access
Structural
+0.20
Context Modifier
+0.30
SETL
+0.28

Free public access without authentication, paywall, or geofencing (per DCP access_model modifier +0.2). GitHub Pages hosting supports open dissemination. No observed content restrictions.

+0.10
Article 27 Cultural Participation
Medium A: Scientific knowledge advancement P: Unrestricted technical dissemination
Structural
+0.10
Context Modifier
+0.10
SETL
+0.30

Free public access (per DCP access_model +0.2) and educational mission (per DCP mission +0.1) support scientific participation, though limited interactivity and no comment/collaboration features.

0.00
Preamble Preamble
Medium A: Educational accessibility
Structural
0.00
Context Modifier
0.00
SETL
+0.15

Static GitHub Pages hosting with no interactive features; structure neither advances nor impedes preamble values.

0.00
Article 1 Freedom, Equality, Brotherhood
Low
Structural
0.00
Context Modifier
0.00
SETL
+0.05

No structural signals relevant to equal dignity or rights.

0.00
Article 3 Life, Liberty, Security
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to right to life.

0.00
Article 4 No Slavery
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to slavery prohibition.

0.00
Article 5 No Torture
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to protection from torture.

0.00
Article 6 Legal Personhood
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to personhood recognition.

0.00
Article 7 Equality Before Law
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to legal equality.

0.00
Article 8 Right to Remedy
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to legal remedies.

0.00
Article 9 No Arbitrary Detention
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to detention rights.

0.00
Article 10 Fair Hearing
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to fair trial.

0.00
Article 11 Presumption of Innocence
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to criminal law.

0.00
Article 12 Privacy
Low A: Privacy and anonymity enablement
Structural
0.00
Context Modifier
0.00
SETL
+0.10

Static content with no tracking or privacy incursions; neutral structurally.

0.00
Article 13 Freedom of Movement
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to movement rights.

0.00
Article 14 Asylum
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to asylum rights.

0.00
Article 15 Nationality
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to nationality.

0.00
Article 16 Marriage & Family
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to family rights.

0.00
Article 17 Property
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to property.

0.00
Article 18 Freedom of Thought
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to conscience rights.

0.00
Article 20 Assembly & Association
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to assembly rights.

0.00
Article 21 Political Participation
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to political rights.

0.00
Article 22 Social Security
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to social security.

0.00
Article 23 Work & Equal Pay
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to work rights.

0.00
Article 24 Rest & Leisure
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to leisure rights.

0.00
Article 25 Standard of Living
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to health rights.

0.00
Article 26 Education
Medium A: Educational access and scientific participation
Structural
0.00
Context Modifier
+0.05
SETL
+0.25

Free access supports educational rights but accessibility barriers (per DCP -0.15 modifier) partially undermine implementation for readers with disabilities.

0.00
Article 28 Social & International Order
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to international order.

0.00
Article 29 Duties to Community
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to duty framework.

0.00
Article 30 No Destruction of Rights
Structural
0.00
Context Modifier
0.00
SETL
ND

No structural signals relevant to rights restrictions.

-0.15
Article 2 Non-Discrimination
Medium F: Accessibility barriers
Structural
-0.15
Context Modifier
-0.15
SETL
+0.09

Page lacks alt text, ARIA labels, and semantic HTML structure; regresses accessibility for readers with visual impairments or assistive technology users per DCP accessibility modifier.
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
0.6
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
0.2
Dominance
0.4
Transparency ℹ
Does the content identify its author and disclose interests?
0.25
✗ Author
More signals: context, framing & audience
Solution Orientation ℹ
Does this content offer solutions or only describe problems?
0.72 solution oriented
Reader Agency
0.8
Stakeholder Voice ℹ
Whose perspectives are represented in this content?
0.30 1 perspective
Speaks: institution
Temporal Framing ℹ
Is this content looking backward, at the present, or forward?
present immediate
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 547 HN snapshots · 54 evals
+1 0 −1 HN
Audit Trail 74 entries
2026-03-16 00:42 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-16 00:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-16 00:21 eval_success PSQ evaluated: g-PSQ=-0.069 (3 dims) - -
2026-03-16 00:21 eval Evaluated by llama-3.3-70b-wai-psq: -0.07 (Neutral)
2026-03-16 00:18 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-16 00:18 eval Evaluated by llama-3.3-70b-wai: -0.38 (Moderate negative)
reasoning
Technical content, zero rights discussion
2026-03-16 00:18 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-15 23:43 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 23:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 23:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 22:43 eval_success Evaluated: Neutral (0.06) - -
2026-03-15 22:43 eval Evaluated by claude-haiku-4-5-20251001: +0.06 (Neutral) 12,221 tokens -0.56
2026-03-15 22:40 eval_success Evaluated: Strong positive (0.62) - -
2026-03-15 22:39 eval Evaluated by claude-haiku-4-5-20251001: +0.62 (Strong positive) 11,942 tokens
2026-03-15 22:39 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 23W 28R - -
2026-03-15 21:50 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-15 21:50 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 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 21:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 21:07 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-15 21:07 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 content on TCP hole punching algorithm, 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 20:32 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-15 20:32 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 content on TCP hole punching algorithm, 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 19:55 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-15 19:55 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 19:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-15 19:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 19:18 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 19:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 18:34 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 18:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 17:23 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 content on TCP hole punching algorithm, no human rights discussion
2026-03-15 16:09 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 content on TCP hole punching algorithm, no human rights discussion
2026-03-15 15:34 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 content on TCP hole punching algorithm, no human rights discussion
2026-03-15 14:57 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 content on TCP hole punching algorithm, no human rights discussion
2026-03-15 14:21 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 content on TCP hole punching algorithm, no human rights discussion
2026-03-15 13:41 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 content on TCP hole punching algorithm, no human rights discussion
2026-03-15 13:02 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 12:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 12:22 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 12:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 11:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 11:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 11:01 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 10:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 10:22 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 10:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 09:38 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 09:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 08:55 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 08:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 08:12 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 08:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 07:27 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 07:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 06:50 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 06:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 06:15 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 06:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion
2026-03-15 05:40 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-15 05:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical content on TCP hole punching algorithm, no human rights discussion