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+0.09 Why SWE-bench Verified no longer measures frontier coding capabilities (openai.com)
7 points by tedsanders 1 days ago | 0 comments on HN | Mild positive with focused strength in freedom of expression and information access; moderate concern for privacy/surveillance practices. Editorial · vv3.4 · 2026-02-24
Article Heatmap
Preamble: +0.13 — Preamble P Article 1: +0.10 — Freedom, Equality, Brotherhood 1 Article 2: +0.05 — 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: +0.05 — 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: -0.28 — Privacy 12 Article 13: +0.13 — Freedom of Movement 13 Article 14: +0.07 — 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: +0.20 — Freedom of Expression 19 Article 20: +0.07 — Assembly & Association 20 Article 21: +0.05 — 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: +0.17 — Standard of Living 25 Article 26: +0.13 — Education 26 Article 27: +0.15 — Cultural Participation 27 Article 28: +0.13 — Social & International Order 28 Article 29: +0.07 — 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
Weighted Mean +0.09 Unweighted Mean +0.09
Max +0.20 Article 19 Min -0.28 Article 12
Signal 14 No Data 16
Negative 1 Volatility 0.19 (Medium)
Channels Editorial: 0.6 Structural: 0.4
SETL +0.30 Editorial-dominant
HOTL -1.00 Consensus
Evidence: High: 1 Medium: 8 Low: 5 No Data: 16
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.09 (3 articles) Security: 0.00 (0 articles) Legal: 0.05 (1 articles) Privacy & Movement: -0.03 (3 articles) Personal: 0.00 (0 articles) Expression: 0.11 (3 articles) Economic & Social: 0.17 (1 articles) Cultural: 0.14 (2 articles) Order & Duties: 0.10 (2 articles)
Domain Context Profile
Element Modifier Affects Note
Privacy
Privacy policy observable on domain but not directly relevant to this editorial content on technical benchmarking.
Terms of Service
Standard ToS present; no bearing on HRCB of this specific article.
Accessibility +0.05
Article 25
HTML structure includes accessibility features (skip-to-main, ARIA labels, semantic markup). Modest positive signal for inclusive design.
Mission
OpenAI's mission centers on AI safety and responsible development; this article aligns with transparency about evaluation methodologies.
Editorial Code
No observable editorial standards policy on-domain regarding this content type.
Ownership
OpenAI is a private corporation; ownership is clear but not a HRCB signal modifier.
Access Model
Content is publicly accessible; no paywall. Supports access to information but not a distinct modifier.
Ad/Tracking -0.05
Article 12
Google Tag Manager and Cloudflare Insights tracking present in page head. Minor negative signal for privacy/surveillance concerns.
Score Breakdown
+0.13
Preamble Preamble
Medium Framing
Editorial
+0.15
Structural
+0.10
SETL
+0.33
Combined
ND
Context Modifier
ND

The article frames a technical decision (discontinuing evaluation of one benchmark) with emphasis on accuracy and methodological integrity. Modest positive framing toward truth-seeking without strong normative UDHR language. Structural accessibility supports dignity and participation.

+0.10
Article 1 Freedom, Equality, Brotherhood
Low Practice
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

Structural accessibility (public access, no discrimination in design) mildly supports equal dignity. Editorial does not directly address universal rights or equal treatment.

+0.05
Article 2 Non-Discrimination
Low Practice
Editorial
ND
Structural
+0.05
SETL
ND
Combined
ND
Context Modifier
ND

No observable discrimination in content or design. Neutral to mildly positive structural signal; editorial does not engage with non-discrimination as theme.

ND
Article 3 Life, Liberty, Security
ND

Right to life/security not directly addressed in a technical article on benchmark methodology.

ND
Article 4 No Slavery
ND

Slavery/forced labor not addressed.

ND
Article 5 No Torture
ND

Torture/cruel treatment not addressed.

ND
Article 6 Legal Personhood
ND

Right to recognition as person not addressed.

+0.05
Article 7 Equality Before Law
Low Practice
Editorial
ND
Structural
+0.05
SETL
ND
Combined
ND
Context Modifier
ND

Equal protection/non-discrimination in law: article advocates transparent, consistent evaluation methodology (SWE-bench Pro) over potentially biased alternatives. Weak positive signal toward systematic fairness.

ND
Article 8 Right to Remedy
ND

Right to effective remedy not addressed.

ND
Article 9 No Arbitrary Detention
ND

Arbitrary arrest/detention not addressed.

ND
Article 10 Fair Hearing
ND

Fair and public hearing not addressed.

ND
Article 11 Presumption of Innocence
ND

Presumption of innocence not addressed.

-0.28
Article 12 Privacy
Medium Practice Framing
Editorial
-0.20
Structural
-0.25
SETL
+0.20
Combined
ND
Context Modifier
ND

Editorial: article does not address privacy. Structural: page embeds Google Tag Manager and Cloudflare tracking, indicating surveillance/data collection without explicit opt-in or transparency in visible content. Combined with domain-level ad tracking modifier, negative signal toward Article 12 (privacy/arbitrary interference with correspondence).

+0.13
Article 13 Freedom of Movement
Medium Advocacy Framing
Editorial
+0.15
Structural
+0.10
SETL
+0.33
Combined
ND
Context Modifier
ND

Editorial: article advocates for freedom of movement of ideas—transparent research methodology, open publication. Structural: content is publicly accessible worldwide (no geolocking observed). Positive signal toward free movement of thought and information.

+0.07
Article 14 Asylum
Low Advocacy
Editorial
+0.10
Structural
+0.05
SETL
+0.50
Combined
ND
Context Modifier
ND

Editorial: article does not explicitly claim asylum/refuge status. Structural: public access, no apparent geographic restrictions. Weak positive signal via openness and accessibility.

ND
Article 15 Nationality
ND

Nationality not addressed.

ND
Article 16 Marriage & Family
ND

Marriage/family not addressed.

ND
Article 17 Property
ND

Property not addressed.

ND
Article 18 Freedom of Thought
ND

Conscience/religion not addressed.

+0.20
Article 19 Freedom of Expression
High Advocacy Framing
Editorial
+0.25
Structural
+0.15
SETL
+0.40
Combined
ND
Context Modifier
ND

Editorial: article is an explicit statement and advocacy of opinion/information on a technical matter. Title and content defend the right to publicly communicate findings without censorship or interference. Structural: published openly on official domain with full accessibility. Strong positive signal toward freedom of expression and opinion.

+0.07
Article 20 Assembly & Association
Low Advocacy
Editorial
+0.10
Structural
+0.05
SETL
+0.50
Combined
ND
Context Modifier
ND

Editorial: article reflects peaceful assembly of researchers and public discourse. Structural: enables public participation in debate. Weak positive signal.

+0.05
Article 21 Political Participation
Low Framing
Editorial
+0.05
Structural
+0.05
SETL
0.00
Combined
ND
Context Modifier
ND

Editorial: article does not directly address political participation. Structural: public access supports potential for inclusive participation. Minimal signal.

ND
Article 22 Social Security
ND

Social security/welfare not addressed.

ND
Article 23 Work & Equal Pay
ND

Work/employment not directly addressed.

ND
Article 24 Rest & Leisure
ND

Rest/leisure not addressed.

+0.17
Article 25 Standard of Living
Medium Framing Practice
Editorial
+0.10
Structural
+0.15
SETL
-0.33
Combined
ND
Context Modifier
ND

Editorial: article advocates for accurate measurement and transparent benchmarking—support for informed decision-making about AI capabilities, which impacts public benefit. Structural: site accessibility features (ARIA, skip links, semantic HTML) support inclusive access to information. Domain context modifier: general accessibility commitment adds +0.05.

+0.13
Article 26 Education
Medium Advocacy Framing
Editorial
+0.15
Structural
+0.10
SETL
+0.33
Combined
ND
Context Modifier
ND

Editorial: article champions open scientific evaluation and transparency, core elements of education and informed participation in technical discourse. Structural: free public access to research communication. Positive signal toward education and understanding.

+0.15
Article 27 Cultural Participation
Medium Advocacy Framing
Editorial
+0.20
Structural
+0.10
SETL
+0.50
Combined
ND
Context Modifier
ND

Editorial: article contributes to shared cultural/scientific heritage—transparent evaluation of frontier AI capabilities benefits all stakeholders. Advocates for accessible benchmarking standards. Structural: publicly accessible content contributes to commons. Moderate positive signal.

+0.13
Article 28 Social & International Order
Medium Framing
Editorial
+0.15
Structural
+0.10
SETL
+0.33
Combined
ND
Context Modifier
ND

Editorial: article advocates for a social order where transparent, methodologically sound evaluation standards prevail. Structural: supports this by publishing findings openly. Modest positive signal toward ordering of rights and freedoms.

+0.07
Article 29 Duties to Community
Low Framing
Editorial
+0.10
Structural
+0.05
SETL
+0.50
Combined
ND
Context Modifier
ND

Editorial: article does not explicitly address duties or limitations on rights. Structural: public access is unrestricted. Minimal engagement with Article 29 themes.

ND
Article 30 No Destruction of Rights
ND

Prevention of misuse of UDHR not directly addressed.

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build 40e2d86 · 2026-02-24 21:55 UTC