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0.00 AI Code Review Gets Better When I Ask Models to Debate: Claude, Gemini, Codex (milvus.ioS:ND)
10 points by Fendy 8 hours ago | 2 comments on HN | Neutral Mixed · v3.7 ·
Summary Insufficient Data Neutral
Content fetch failed for this URL. No assessment of human rights compatibility bias is possible without access to page content. All 31 UDHR sections scored as ND (no data).
Article Heatmap
Preamble: ND — Preamble Preamble: No Data — 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: ND — Privacy Article 12: No Data — 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: ND — Freedom of Expression Article 19: No Data — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — 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: ND — Education Article 26: No Data — Education 26 Article 27: ND — Cultural Participation Article 27: No Data — 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
Editorial Mean ND Structural Mean ND
Weighted Mean 0.00 Unweighted Mean 0.00
Max 0.00 N/A Min 0.00 N/A
Signal 0 No Data 31
Confidence 0% Volatility 0.00 (Low)
Negative 0 Channels E: 0.5 S: 0.5
SETL ND
Evidence: High: 0 Medium: 0 Low: 0 No Data: 31
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.00 (0 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.00 (0 articles) Expression: 0.00 (0 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles)
Editorial Channel
What the content says
ND
Preamble Preamble

Content fetch failed; assessment unavailable.

ND
Article 1 Freedom, Equality, Brotherhood

Content fetch failed; assessment unavailable.

ND
Article 2 Non-Discrimination

Content fetch failed; assessment unavailable.

ND
Article 3 Life, Liberty, Security

Content fetch failed; assessment unavailable.

ND
Article 4 No Slavery

Content fetch failed; assessment unavailable.

ND
Article 5 No Torture

Content fetch failed; assessment unavailable.

ND
Article 6 Legal Personhood

Content fetch failed; assessment unavailable.

ND
Article 7 Equality Before Law

Content fetch failed; assessment unavailable.

ND
Article 8 Right to Remedy

Content fetch failed; assessment unavailable.

ND
Article 9 No Arbitrary Detention

Content fetch failed; assessment unavailable.

ND
Article 10 Fair Hearing

Content fetch failed; assessment unavailable.

ND
Article 11 Presumption of Innocence

Content fetch failed; assessment unavailable.

ND
Article 12 Privacy

Content fetch failed; assessment unavailable.

ND
Article 13 Freedom of Movement

Content fetch failed; assessment unavailable.

ND
Article 14 Asylum

Content fetch failed; assessment unavailable.

ND
Article 15 Nationality

Content fetch failed; assessment unavailable.

ND
Article 16 Marriage & Family

Content fetch failed; assessment unavailable.

ND
Article 17 Property

Content fetch failed; assessment unavailable.

ND
Article 18 Freedom of Thought

Content fetch failed; assessment unavailable.

ND
Article 19 Freedom of Expression

Content fetch failed; assessment unavailable.

ND
Article 20 Assembly & Association

Content fetch failed; assessment unavailable.

ND
Article 21 Political Participation

Content fetch failed; assessment unavailable.

ND
Article 22 Social Security

Content fetch failed; assessment unavailable.

ND
Article 23 Work & Equal Pay

Content fetch failed; assessment unavailable.

ND
Article 24 Rest & Leisure

Content fetch failed; assessment unavailable.

ND
Article 25 Standard of Living

Content fetch failed; assessment unavailable.

ND
Article 26 Education

Content fetch failed; assessment unavailable.

ND
Article 27 Cultural Participation

Content fetch failed; assessment unavailable.

ND
Article 28 Social & International Order

Content fetch failed; assessment unavailable.

ND
Article 29 Duties to Community

Content fetch failed; assessment unavailable.

ND
Article 30 No Destruction of Rights

Content fetch failed; assessment unavailable.
Structural Channel
What the site does
ND
Preamble Preamble

Content fetch failed; assessment unavailable.

ND
Article 1 Freedom, Equality, Brotherhood

Content fetch failed; assessment unavailable.

ND
Article 2 Non-Discrimination

Content fetch failed; assessment unavailable.

ND
Article 3 Life, Liberty, Security

Content fetch failed; assessment unavailable.

ND
Article 4 No Slavery

Content fetch failed; assessment unavailable.

ND
Article 5 No Torture

Content fetch failed; assessment unavailable.

ND
Article 6 Legal Personhood

Content fetch failed; assessment unavailable.

ND
Article 7 Equality Before Law

Content fetch failed; assessment unavailable.

ND
Article 8 Right to Remedy

Content fetch failed; assessment unavailable.

ND
Article 9 No Arbitrary Detention

Content fetch failed; assessment unavailable.

ND
Article 10 Fair Hearing

Content fetch failed; assessment unavailable.

ND
Article 11 Presumption of Innocence

Content fetch failed; assessment unavailable.

ND
Article 12 Privacy

Content fetch failed; assessment unavailable.

ND
Article 13 Freedom of Movement

Content fetch failed; assessment unavailable.

ND
Article 14 Asylum

Content fetch failed; assessment unavailable.

ND
Article 15 Nationality

Content fetch failed; assessment unavailable.

ND
Article 16 Marriage & Family

Content fetch failed; assessment unavailable.

ND
Article 17 Property

Content fetch failed; assessment unavailable.

ND
Article 18 Freedom of Thought

Content fetch failed; assessment unavailable.

ND
Article 19 Freedom of Expression

Content fetch failed; assessment unavailable.

ND
Article 20 Assembly & Association

Content fetch failed; assessment unavailable.

ND
Article 21 Political Participation

Content fetch failed; assessment unavailable.

ND
Article 22 Social Security

Content fetch failed; assessment unavailable.

ND
Article 23 Work & Equal Pay

Content fetch failed; assessment unavailable.

ND
Article 24 Rest & Leisure

Content fetch failed; assessment unavailable.

ND
Article 25 Standard of Living

Content fetch failed; assessment unavailable.

ND
Article 26 Education

Content fetch failed; assessment unavailable.

ND
Article 27 Cultural Participation

Content fetch failed; assessment unavailable.

ND
Article 28 Social & International Order

Content fetch failed; assessment unavailable.

ND
Article 29 Duties to Community

Content fetch failed; assessment unavailable.

ND
Article 30 No Destruction of Rights

Content fetch failed; assessment unavailable.
Supplementary Signals
Epistemic Quality
0.00
Propaganda Flags
0 techniques detected
Solution Orientation
No data
Emotional Tone
No data
Stakeholder Voice
No data
Temporal Framing
No data
Geographic Scope
No data
Complexity
No data
Transparency
No data
Event Timeline 12 events
2026-02-26 23:01 rater_validation_fail Light parse failure for model nemotron-nano-30b: Error: No JSON object found. Response starts with: { "schema_version": "light-1.1", "evaluation": { "url": "https://milvus.io/blog - -
2026-02-26 23:01 eval_success Light evaluated: Neutral (0.00) - -
2026-02-26 22:41 rater_validation_fail Light validation failed for model llama-4-scout-wai - -
2026-02-26 22:36 rater_validation_fail Light validation failed for model llama-4-scout-wai - -
2026-02-26 22:36 rater_validation_fail Light parse failure for model nemotron-nano-30b: SyntaxError: Expected ',' or '}' after property value in JSON at position 339 (line 11 column 4) - -
2026-02-26 22:35 rater_validation_fail Light validation failed for model llama-4-scout-wai - -
2026-02-26 22:35 eval_success Evaluated: Neutral (0.00) - -
2026-02-26 22:31 rater_validation_fail Light validation failed for model llama-4-scout-wai - -
2026-02-26 22:15 dlq Dead-lettered after 1 attempts: AI Code Review Gets Better When I Ask Models to Debate: Claude, Gemini, Codex - -
2026-02-26 22:13 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 22:12 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 22:11 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
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build 1286ad6+p3nv · deployed 2026-02-27 02:22 UTC · evaluated 2026-02-27 01:29:19 UTC