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Model Comparison
Model Editorial Structural Class Conf SETL Theme @cf/meta/llama-4-scout-17b-16e-instruct lite -0.20 ND Mild negative 0.60 0.00 AI Military @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 AI ethics deepseek/deepseek-v3.2-20251201 +0.02 -0.00 Neutral 0.23 0.20 AI & National Security
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201 Preamble ND ND 0.12 Article 1 ND ND 0.00 Article 2 ND ND 0.06 Article 3 ND ND 0.00 Article 4 ND ND 0.00 Article 5 ND ND 0.00 Article 6 ND ND 0.00 Article 7 ND ND 0.00 Article 8 ND ND 0.00 Article 9 ND ND 0.00 Article 10 ND ND 0.00 Article 11 ND ND 0.00 Article 12 ND ND -0.09 Article 13 ND ND 0.00 Article 14 ND ND 0.00 Article 15 ND ND 0.00 Article 16 ND ND 0.00 Article 17 ND ND 0.00 Article 18 ND ND 0.00 Article 19 ND ND 0.26 Article 20 ND ND 0.00 Article 21 ND ND 0.00 Article 22 ND ND 0.00 Article 23 ND ND 0.00 Article 24 ND ND 0.00 Article 25 ND ND 0.00 Article 26 ND ND -0.03 Article 27 ND ND 0.00 Article 28 ND ND 0.00 Article 29 ND ND 0.00 Article 30 ND ND 0.00
Summary AI & National Security Neutral
This Fortune business news article reports on OpenAI's negotiations with the U.S. Pentagon and the context of Anthropic's contract termination. The content engages human rights themes primarily through coverage of a matter of public interest (Article 19) and a structural privacy signal from user tracking. The evaluation is largely neutral, with mild positive and negative scores in isolated sections.
Article Heatmap
Preamble: +0.12 — Preamble P Article 1: 0.00 — Freedom, Equality, Brotherhood 1 Article 2: +0.06 — 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: -0.09 — 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: +0.26 — 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: -0.03 — Education 26 Article 27: 0.00 — 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
Aggregates
Editorial Mean +0.02 Structural Mean -0.00 Weighted Mean +0.01 Unweighted Mean +0.01 Max +0.26 Article 19 Min -0.09 Article 12 Signal 31 No Data 0 Volatility 0.05 (Low) Negative 2 Channels E: 0.6 S: 0.4 SETL ℹ +0.20 Editorial-dominant FW Ratio ℹ 50% 4 facts · 4 inferences
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.06 (3 articles) Security: 0.00 (3 articles) Legal: 0.00 (6 articles) Privacy & Movement: -0.02 (4 articles) Personal: 0.00 (3 articles) Expression: 0.09 (3 articles) Economic & Social: 0.00 (4 articles) Cultural: -0.01 (2 articles) Order & Duties: 0.00 (3 articles) Editorial Channel
What the content says
+0.40
Medium Coverage
Reports on business negotiations involving major AI companies and government, constituting coverage of a matter of public interest.
FW Ratio: 50%
Observable Facts
Headline and description report that OpenAI is negotiating with the Pentagon. Inferences
Reporting on government-business dealings constitutes coverage relevant to public information and expression. +0.20
Low Framing
Content frames potential AI collaboration with military in context of national leadership and business interests; no explicit mention of inherent human dignity.
FW Ratio: 50%
Observable Facts
Headline and description focus on negotiations between OpenAI and the Pentagon. Inferences
The framing centers on business dynamics and national security, which indirectly touches on the human rights context of technology development. +0.10
Low Framing
Implies a national context (U.S.) for business dealings; no explicit mention of discrimination or equal entitlement.
FW Ratio: 50%
Observable Facts
Article mentions U.S. government and Pentagon. Inferences
The geographic and political framing may imply a national scope for rights and entitlements. 0.00
Low
No discussion of equality in rights or dignity.
0.00
Low
No mention of life, liberty, or security of person.
0.00
Low
No mention of slavery or servitude.
0.00
Low
No mention of torture or cruel treatment.
0.00
Low
No mention of recognition as a person before the law.
0.00
Low
No mention of equal protection or discrimination.
0.00
Low
No mention of effective remedies or rights violations.
0.00
Low
No mention of arbitrary detention.
0.00
Low
No mention of fair public hearings.
0.00
Low
No mention of presumption of innocence or criminal law.
0.00
Medium Practice
No editorial discussion of privacy or attacks on honor.
FW Ratio: 50%
Observable Facts
Mixpanel tracking code is present in the page content. Inferences
The presence of user tracking analytics constitutes a structural practice that may interfere with privacy. 0.00
Low
No mention of freedom of movement.
0.00
Low
No mention of asylum or persecution.
0.00
Low
No mention of nationality or change thereof.
0.00
Low
No mention of marriage or family.
0.00
Low
No mention of property ownership.
0.00
Low
No mention of thought, conscience, or religion.
0.00
Low
No mention of peaceful assembly or association.
0.00
Low
No mention of participation in government or elections.
0.00
Low
No mention of social security or economic rights.
0.00
Low
No mention of work, unions, or just conditions.
0.00
Low
No mention of rest or leisure.
0.00
Low
No mention of standard of living or health.
0.00
Low
0.00
Low
No mention of cultural life or scientific advancement.
0.00
Low
No mention of social order or rights realization.
0.00
Low
No mention of duties to community or limitations.
0.00
Low
No mention of destruction of rights.
Structural Channel
What the site does
Element Modifier Affects Note Legal & Terms Privacy —
No privacy policy or data handling practices visible in provided content. Terms of Service —
Terms of service not accessible from provided content. Identity & Mission Mission —
Fortune is a business news publisher; no explicit human rights mission statement evident. Editorial Code +0.10 Article 19
Editorial byline and metadata present suggest editorial standards; no code of conduct visible in excerpt. Ownership —
Fortune ownership not disclosed in provided content. Access & Distribution Access Model -0.08 Article 19 Article 26
Paywall ('isAccessibleForFree: false') restricts free access to content. Ad/Tracking -0.05 Article 12
Mixpanel tracking code present indicates user tracking and analytics collection. Accessibility +0.05 Article 26
Font loading and CSS present suggest responsive design; paywall model may limit access for some users.
0.00
Low Framing
No structural signals engaging with foundational human rights principles.
0.00
Low
No structural signals regarding equality or dignity.
0.00
Low Framing
No structural signals for non-discrimination.
0.00
Low
No structural signals protecting life or security.
0.00
Low
No structural signals against slavery.
0.00
Low
No structural signals against torture.
0.00
Low
No structural signals regarding legal personhood.
0.00
Low
No structural signals for equal protection.
0.00
Low
No structural signals for remedies.
0.00
Low
No structural signals against arbitrary detention.
0.00
Low
No structural signals for fair hearings.
0.00
Low
No structural signals for presumption of innocence.
0.00
Low
No structural signals regarding movement.
0.00
Low
No structural signals for asylum.
0.00
Low
No structural signals regarding nationality.
0.00
Low
No structural signals for family rights.
0.00
Low
No structural signals for property rights.
0.00
Low
No structural signals for freedom of thought.
0.00
Medium Coverage
No structural signals directly facilitating or impeding expression; paywall (from DCP) imposes access restriction.
0.00
Low
No structural signals for assembly or association.
0.00
Low
No structural signals for political participation.
0.00
Low
No structural signals for social security.
0.00
Low
No structural signals for labor rights.
0.00
Low
No structural signals for rest.
0.00
Low
No structural signals for adequate living.
0.00
Low
No structural signals promoting education; paywall (from DCP) may limit access.
0.00
Low
No structural signals for cultural participation.
0.00
Low
No structural signals for a rights-respecting order.
0.00
Low
No structural signals regarding community duties.
0.00
Low
No structural signals regarding rights destruction.
-0.10
Medium Practice
Mixpanel tracking code present indicates user data collection.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.40 low claims
Sources 0.3 Evidence 0.4 Uncertainty 0.2 Purpose 0.8
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
measured
Valence 0.0 Arousal 0.2 Dominance 0.3
Does the content identify its author and disclose interests?
0.33
✓ Author
More signals: context, framing & audience Does this content offer solutions or only describe problems?
0.10 problem only
Whose perspectives are represented in this content?
0.40 3 perspectives
Speaks: corporation government
About: corporation government
Is this content looking backward, at the present, or forward?
present immediate
What geographic area does this content cover?
national How accessible is this content to a general audience?
accessible low jargon general
Longitudinal
43 HN snapshots · 6 evals
Audit Trail
14 entries all eval pipeline all models llama-4-scout-wai llama-3.3-70b-wai deepseek-v3.2
newest first
2026-02-28 09:00 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 09:00 eval_success Light evaluated: Mild negative (-0.20) - - 2026-02-28 09:00
eval
Evaluated by llama-4-scout-wai : -0.20 (Mild negative) -0.20 reasoning ED, slightly negative lean on human rights
2026-02-28 06:40 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:40 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 06:40
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 reasoning Neutral tech reporting
2026-02-28 06:33 eval_success Evaluated: Neutral (0.01) - - 2026-02-28 06:33
eval
Evaluated by deepseek-v3.2 : +0.01 (Neutral) 9,790 tokens 2026-02-28 03:41 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 03:41
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) 0.00 reasoning ED, slightly negative lean on human rights
2026-02-28 03:35 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 03:35
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning ED, slightly negative lean on human rights
2026-02-28 02:28 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 02:28
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) reasoning Neutral tech reporting