Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 ND Moderate positive 0.80 0.00 Reproductive Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.60 ND Moderate negative 0.90 0.00 Reproductive Rights
deepseek/deepseek-v3.2-20251201 +0.45 +0.06 Moderate positive 0.10 0.52 Privacy & Surveillance
claude-haiku-4-5-20251001 +0.53 +0.17 Moderate positive 0.19 0.47 Reproductive Rights & Information Access
meta-llama/llama-3.3-70b-instruct:free ND ND
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite deepseek/deepseek-v3.2-20251201 claude-haiku-4-5-20251001 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND 0.10 0.65 ND
Article 1 ND ND ND 0.55 ND
Article 2 ND ND ND ND ND
Article 3 ND ND 0.75 0.51 ND
Article 4 ND ND ND ND ND
Article 5 ND ND ND 0.40 ND
Article 6 ND ND ND 0.30 ND
Article 7 ND ND ND ND ND
Article 8 ND ND ND ND ND
Article 9 ND ND ND ND ND
Article 10 ND ND ND ND ND
Article 11 ND ND ND ND ND
Article 12 ND ND 0.30 0.26 ND
Article 13 ND ND ND ND ND
Article 14 ND ND ND ND ND
Article 15 ND ND ND ND ND
Article 16 ND ND ND ND ND
Article 17 ND ND ND ND ND
Article 18 ND ND ND ND ND
Article 19 ND ND 0.66 0.97 ND
Article 20 ND ND ND 0.60 ND
Article 21 ND ND ND ND ND
Article 22 ND ND ND ND ND
Article 23 ND ND ND ND ND
Article 24 ND ND ND ND ND
Article 25 ND ND ND 0.55 ND
Article 26 ND ND ND 0.47 ND
Article 27 ND ND ND ND ND
Article 28 ND ND ND ND ND
Article 29 ND ND ND ND ND
Article 30 ND ND ND ND ND
+0.53 Leaked Documents Show Meta Cracking Down on Access to Abortion Information (www.motherjones.com S:+0.17 )
72 points by u1hcw9nx 4 days ago | 12 comments on HN | Moderate positive Contested Editorial · v3.7 · 2026-02-26 03:18:36 · from archive
Summary Reproductive Rights & Information Access Advocates
This investigative article from Mother Jones exposes Meta's AI chatbot restricting teen access to reproductive health information, framing information gatekeeping as a violation of reproductive autonomy and privacy rights. The content strongly advocates for free expression and information access on reproductive justice issues, though the site's underlying tracking infrastructure contradicts its stated privacy protections. The article champions teen autonomy and institutional accountability while leveraging the nonprofit's editorial mission to amplify marginalized perspectives.
Article Heatmap
Preamble: +0.65 — Preamble P Article 1: +0.55 — Freedom, Equality, Brotherhood 1 Article 2: ND — Non-Discrimination Article 2: No Data — Non-Discrimination 2 Article 3: +0.51 — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: +0.40 — No Torture 5 Article 6: +0.30 — 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: +0.26 — 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: +0.97 — Freedom of Expression 19 Article 20: +0.60 — 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: +0.55 — Standard of Living 25 Article 26: +0.47 — 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 +0.53 Structural Mean +0.17
Weighted Mean +0.55 Unweighted Mean +0.53
Max +0.97 Article 19 Min +0.26 Article 12
Signal 10 No Data 21
Volatility 0.19 (Medium)
Negative 0 Channels E: 0.6 S: 0.4
SETL +0.47 Editorial-dominant
FW Ratio 56% 28 facts · 22 inferences
Evidence 19% coverage
2H 6M 2L 21 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.60 (2 articles) Security: 0.46 (2 articles) Legal: 0.30 (1 articles) Privacy & Movement: 0.26 (1 articles) Personal: 0.00 (0 articles) Expression: 0.78 (2 articles) Economic & Social: 0.55 (1 articles) Cultural: 0.47 (1 articles) Order & Duties: 0.00 (0 articles)
HN Discussion 4 top-level · 3 replies
actionfromafar 2026-02-25 21:38 UTC link
New users at all costs.
bediger4000 2026-02-25 21:43 UTC link
I assume Greenwald and Taibbi are going to report the hell out of this, and that the free speech absolutists are already outraged.
LorenPechtel 2026-02-25 22:28 UTC link
Discuss anything sex-adjacent with someone under 18? In the climate of pedo-hunting of course they restrict it.
josefritzishere 2026-02-25 23:25 UTC link
Congress shall make no law respecting an establishment of religion, or prohibiting the free exercise thereof; or abridging the freedom of speech, or of the press; or the right of the people peaceably to assemble, and to petition the Government for a redress of grievances.
gustavus 2026-02-25 21:46 UTC link
Remember

Contraceptive companies are competitors to all other companies.

Until we meet again!

cyanydeez 2026-02-25 22:48 UTC link
Pedos and abortions are only connected by the venn diagram of things righteous people hate and do at the same time.
iamnothere 2026-02-25 23:19 UTC link
This isn’t really their beat, but as a free speech supporter, yes obviously this is terrible. Frankly, nobody should be using Meta products. This kind of thing is to be expected from Meta and has happened before.
Editorial Channel
What the content says
+0.75
Article 19 Freedom of Expression
High Advocacy Framing
Editorial
+0.75
SETL
+0.39

Article strongly champions freedom of opinion and expression by investigating and publicly reporting on institutional abuse, exposing information that the institution attempted to restrict or control. Editorial framing explicitly supports investigative journalism as a form of expression.

+0.70
Article 12 Privacy
High Framing Practice
Editorial
+0.70
SETL
+0.88

Article strongly advocates for protection of privacy, specifically against unauthorized interference with personal data and information (teen reproductive health information exposure via corporate leak).

+0.65
Preamble Preamble
Medium Advocacy Framing
Editorial
+0.65
SETL
ND

Content emphasizes fundamental human dignity and the necessity of exposing institutional abuses affecting vulnerable populations (teens), aligned with the preamble's call for recognition of human rights as foundation of freedom and justice.

+0.55
Article 1 Freedom, Equality, Brotherhood
Medium Framing
Editorial
+0.55
SETL
ND

Article addresses equality and non-discrimination by exposing discriminatory or unequal treatment of minors by a technology platform regarding access to reproductive information.

+0.55
Article 25 Standard of Living
Medium Framing
Editorial
+0.55
SETL
+0.37

Article addresses right to a standard of living adequate for health and well-being by investigating corporate restrictions on access to reproductive health information, which is necessary for health decision-making.

+0.50
Article 3 Life, Liberty, Security
Medium Framing Practice
Editorial
+0.50
SETL
+0.42

Article advocates for the right to life and security by investigating institutional practices that may endanger teens through information deprivation regarding reproductive health.

+0.45
Article 26 Education
Medium Framing
Editorial
+0.45
SETL
+0.30

Article implicitly addresses education and development by investigating restrictions on teen access to information about reproductive rights and health, which are essential to human development and informed decision-making.

+0.40
Article 5 No Torture
Low Framing
Editorial
+0.40
SETL
ND

Article's investigation into institutional abuse (corporate oversight failure) implicitly advocates for enforcement of legal protections and accountability mechanisms.

+0.40
Article 20 Assembly & Association
Medium Framing
Editorial
+0.40
SETL
ND

Article implicitly advocates for freedom of assembly and association by investigating corporate restrictions on teen access to information and peer dialogue about reproductive health.

+0.30
Article 6 Legal Personhood
Low Framing
Editorial
+0.30
SETL
ND

Article implicitly advocates for freedom from arbitrary restriction by questioning Meta's unilateral decision to restrict teen access to reproductive information.

ND
Article 2 Non-Discrimination
ND

ND
Article 4 No Slavery
ND

ND
Article 7 Equality Before Law
ND

ND
Article 8 Right to Remedy
ND

ND
Article 9 No Arbitrary Detention
ND

ND
Article 10 Fair Hearing
ND

ND
Article 11 Presumption of Innocence
ND

ND
Article 13 Freedom of Movement
ND

ND
Article 14 Asylum
ND

ND
Article 15 Nationality
ND

ND
Article 16 Marriage & Family
ND

ND
Article 17 Property
ND

ND
Article 18 Freedom of Thought
ND

ND
Article 21 Political Participation
ND

ND
Article 22 Social Security
ND

ND
Article 23 Work & Equal Pay
ND

ND
Article 24 Rest & Leisure
ND

ND
Article 27 Cultural Participation
ND

ND
Article 28 Social & International Order
ND

ND
Article 29 Duties to Community
ND

ND
Article 30 No Destruction of Rights
ND

Structural Channel
What the site does
+0.55
Article 19 Freedom of Expression
High Advocacy Framing
Structural
+0.55
Context Modifier
+0.30
SETL
+0.39

Site structure enables publication and distribution of investigative journalism; editorial tagging (abortion, reproductive-justice, reproductive-rights, social-media, tech) demonstrates commitment to categorizing and amplifying human rights-related speech.

+0.30
Article 25 Standard of Living
Medium Framing
Structural
+0.30
Context Modifier
+0.10
SETL
+0.37

Free public access to investigative reporting enables broad audience access to health-related information; advertising model supports this access model for lower-income audiences.

+0.25
Article 26 Education
Medium Framing
Structural
+0.25
Context Modifier
+0.10
SETL
+0.30

Free public access model enables education and information dissemination to diverse audiences; nonprofit mission supports educational access.

+0.15
Article 3 Life, Liberty, Security
Medium Framing Practice
Structural
+0.15
Context Modifier
+0.15
SETL
+0.42

Page includes Google Tag Manager and third-party tracking via Freestar ad network, creating structural tension with right to life and bodily autonomy security (privacy intrusion via surveillance infrastructure).

-0.40
Article 12 Privacy
High Framing Practice
Structural
-0.40
Context Modifier
0.00
SETL
+0.88

Page implements extensive third-party tracking via Google Tag Manager and Freestar ad network, which collects user behavioral data and enables targeted advertising. This structural practice undermines privacy protection despite editorial advocacy for privacy rights.

ND
Preamble Preamble
Medium Advocacy Framing

Content emphasizes fundamental human dignity and the necessity of exposing institutional abuses affecting vulnerable populations (teens), aligned with the preamble's call for recognition of human rights as foundation of freedom and justice.

ND
Article 1 Freedom, Equality, Brotherhood
Medium Framing

Article addresses equality and non-discrimination by exposing discriminatory or unequal treatment of minors by a technology platform regarding access to reproductive information.

ND
Article 2 Non-Discrimination
ND

ND
Article 4 No Slavery
ND

ND
Article 5 No Torture
Low Framing

Article's investigation into institutional abuse (corporate oversight failure) implicitly advocates for enforcement of legal protections and accountability mechanisms.

ND
Article 6 Legal Personhood
Low Framing

Article implicitly advocates for freedom from arbitrary restriction by questioning Meta's unilateral decision to restrict teen access to reproductive information.

ND
Article 7 Equality Before Law
ND

ND
Article 8 Right to Remedy
ND

ND
Article 9 No Arbitrary Detention
ND

ND
Article 10 Fair Hearing
ND

ND
Article 11 Presumption of Innocence
ND

ND
Article 13 Freedom of Movement
ND

ND
Article 14 Asylum
ND

ND
Article 15 Nationality
ND

ND
Article 16 Marriage & Family
ND

ND
Article 17 Property
ND

ND
Article 18 Freedom of Thought
ND

ND
Article 20 Assembly & Association
Medium Framing

Article implicitly advocates for freedom of assembly and association by investigating corporate restrictions on teen access to information and peer dialogue about reproductive health.

ND
Article 21 Political Participation
ND

ND
Article 22 Social Security
ND

ND
Article 23 Work & Equal Pay
ND

ND
Article 24 Rest & Leisure
ND

ND
Article 27 Cultural Participation
ND

ND
Article 28 Social & International Order
ND

ND
Article 29 Duties to Community
ND

ND
Article 30 No Destruction of Rights
ND

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.60 medium claims
Sources
0.6
Evidence
0.6
Uncertainty
0.5
Purpose
0.8
Propaganda Flags
2 manipulative rhetoric techniques found
2 techniques detected
loaded language
Use of 'leak' and 'ban' in headline frames Meta's actions with negative valence; descriptors emphasize harm to teens without presenting Meta's stated rationale.
appeal to emotion
Focus on teen vulnerability and information restriction triggers protective emotional response toward minors; framing emphasizes harm rather than institutional complexity.
Emotional Tone
Emotional character: positive/negative, intensity, authority
urgent
Valence
-0.6
Arousal
0.8
Dominance
0.6
Transparency
Does the content identify its author and disclose interests?
0.25
✗ Author ✗ Conflicts ✗ Funding
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.42 problem only
Reader Agency
0.3
Stakeholder Voice
Whose perspectives are represented in this content?
0.35 2 perspectives
Speaks: individualsinstitution
About: marginalizedchildrencorporation
Temporal Framing
Is this content looking backward, at the present, or forward?
present immediate
Geographic Scope
What geographic area does this content cover?
global
United States
Complexity
How accessible is this content to a general audience?
accessible low jargon general
Longitudinal 130 HN snapshots · 10 evals
+1 0 −1 HN
Audit Trail 30 entries
2026-02-28 13:57 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-02-28 13:57 model_divergence Cross-model spread 1.15 exceeds threshold (4 models) - -
2026-02-28 13:57 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive)
reasoning
Investigative journalism on Meta
2026-02-26 23:12 eval_success Light evaluated: Moderate negative (-0.60) - -
2026-02-26 23:12 eval Evaluated by llama-4-scout-wai: -0.60 (Moderate negative)
2026-02-26 20:21 dlq Dead-lettered after 1 attempts: Leaked Documents Show Meta Cracking Down on Access to Abortion Information - -
2026-02-26 20:19 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:18 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:17 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:41 dlq Dead-lettered after 1 attempts: Leaked Documents Show Meta Cracking Down on Access to Abortion Information - -
2026-02-26 17:39 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:38 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:37 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 09:15 dlq Dead-lettered after 1 attempts: Leaked Documents Show Meta Cracking Down on Access to Abortion Information - -
2026-02-26 09:15 dlq Dead-lettered after 1 attempts: Leaked Documents Show Meta Cracking Down on Access to Abortion Information - -
2026-02-26 09:13 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:12 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 09:11 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:11 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 09:10 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 09:10 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:10 dlq Dead-lettered after 1 attempts: Leaked Documents Show Meta Cracking Down on Access to Abortion Information - -
2026-02-26 08:44 eval Evaluated by deepseek-v3.2: +0.40 (Moderate positive) 21,733 tokens
2026-02-26 03:18 eval Evaluated by claude-haiku-4-5-20251001: +0.55 (Moderate positive) 26,624 tokens +0.05
2026-02-26 02:31 eval Evaluated by claude-haiku-4-5-20251001: +0.49 (Moderate positive) 26,621 tokens -0.06
2026-02-26 00:58 eval Evaluated by claude-haiku-4-5-20251001: +0.56 (Moderate positive) 26,110 tokens +0.02
2026-02-25 23:21 eval Evaluated by claude-haiku-4-5-20251001: +0.54 (Moderate positive) 26,848 tokens +0.05
2026-02-25 22:55 eval Evaluated by claude-haiku-4-5-20251001: +0.49 (Moderate positive) 26,600 tokens -0.03
2026-02-25 22:52 eval Evaluated by claude-haiku-4-5-20251001: +0.52 (Moderate positive) 24,237 tokens -0.04
2026-02-25 22:17 eval Evaluated by claude-haiku-4-5-20251001: +0.56 (Moderate positive) 25,895 tokens