Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND 0.80
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.04 -0.07 Neutral 0.90 0.05 Technology
claude-haiku-4-5-20251001 +0.26 +0.23 Moderate positive 0.06 0.18 Free Expression & Community Trust
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite claude-haiku-4-5-20251001
Preamble ND ND 0.25
Article 1 ND ND ND
Article 2 ND ND ND
Article 3 ND ND ND
Article 4 ND ND ND
Article 5 ND ND ND
Article 6 ND ND ND
Article 7 ND ND ND
Article 8 ND ND ND
Article 9 ND ND ND
Article 10 ND ND ND
Article 11 ND ND ND
Article 12 ND ND ND
Article 13 ND ND ND
Article 14 ND ND ND
Article 15 ND ND ND
Article 16 ND ND ND
Article 17 ND ND ND
Article 18 ND ND ND
Article 19 ND ND 0.53
Article 20 ND ND 0.53
Article 21 ND ND ND
Article 22 ND ND ND
Article 23 ND ND 0.15
Article 24 ND ND ND
Article 25 ND ND ND
Article 26 ND ND ND
Article 27 ND ND ND
Article 28 ND ND ND
Article 29 ND ND ND
Article 30 ND ND ND
+0.26 Digg.com Closing Due to Spam (digg.com S:+0.23 )
35 points by napolux 1 days ago | 11 comments on HN | Moderate positive Contested Low agreement (2 models) Mixed · v3.7 · 2026-03-16 00:17:24 0
Summary Free Expression & Community Trust Acknowledges
Digg's landing page presents a company statement addressing the shutdown of its beta platform, citing bot infiltration and network effects as insurmountable obstacles. The content acknowledges community values of trustworthy information sharing and authentic participation (Articles 19–20), while commending laid-off workers and inviting users to return, though it does not articulate clear human rights frameworks. The overall stance acknowledges challenges to digital expression and assembly without advancing substantive rights commitments.
Rights Tensions 1 pair
Art 19 Art 19 The content frames free expression as dependent on trustworthy information (requiring bot removal), creating internal tension between maximalist speech protection and curated information integrity that the platform resolves in favor of content moderation.
Article Heatmap
Preamble: +0.25 — 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: +0.53 — Freedom of Expression 19 Article 20: +0.53 — 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: +0.15 — 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
E
+0.26
S
+0.23
Weighted Mean +0.39 Unweighted Mean +0.36
Max +0.53 Article 19 Min +0.15 Article 23
Signal 4 No Data 27
Volatility 0.17 (Medium)
Negative 0 Channels E: 0.6 S: 0.4
SETL +0.18 Editorial-dominant
FW Ratio 56% 10 facts · 8 inferences
Agreement Low 2 models · spread ±0.221
Evidence 6% coverage
3M 1L 27 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.25 (1 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.00 (0 articles) Expression: 0.53 (2 articles) Economic & Social: 0.15 (1 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles)
Editorial Channel
What the content says
+0.35
Article 19 Freedom of Expression
Medium Advocacy Practice
Editorial
+0.35
SETL
+0.23

Content frames free expression and information sharing as foundational to community platforms. Emphasizes user participation ('submitted links, argued in the comments') and trustworthy content curation, positioning these as values worth rebuilding around.

+0.30
Article 20 Assembly & Association
Medium Advocacy Framing
Editorial
+0.30
SETL
+0.12

Content advocates for community assembly and association, positioning Digg as a gathering space for shared discourse. Addresses user community directly with gratitude and invitation to return, framing the platform as a collective undertaking.

+0.25
Preamble Preamble
Medium Advocacy
Editorial
+0.25
SETL
ND

Content advocates for trustworthy digital spaces and community discourse as foundational goods, aligning with preamble's vision of human dignity and universal rights. References 'trust' and 'the people behind it' as core values.

+0.15
Article 23 Work & Equal Pay
Low Advocacy
Editorial
+0.15
SETL
ND

Content acknowledges labor dignity in its treatment of laid-off team members: 'this is one of the strongest groups of people we've ever had the privilege of working with. This is not a reflection of their talent, their effort, or their belief.' Positions workforce reduction as structural necessity rather than performance failure.

ND
Article 1 Freedom, Equality, Brotherhood

ND
Article 2 Non-Discrimination

ND
Article 3 Life, Liberty, Security

ND
Article 4 No Slavery

ND
Article 5 No Torture

ND
Article 6 Legal Personhood

ND
Article 7 Equality Before Law

ND
Article 8 Right to Remedy

ND
Article 9 No Arbitrary Detention

ND
Article 10 Fair Hearing

ND
Article 11 Presumption of Innocence

ND
Article 12 Privacy

ND
Article 13 Freedom of Movement

ND
Article 14 Asylum

ND
Article 15 Nationality

ND
Article 16 Marriage & Family

ND
Article 17 Property

ND
Article 18 Freedom of Thought

ND
Article 21 Political Participation

ND
Article 22 Social Security

ND
Article 24 Rest & Leisure

ND
Article 25 Standard of Living

ND
Article 26 Education

ND
Article 27 Cultural Participation

ND
Article 28 Social & International Order

ND
Article 29 Duties to Community

ND
Article 30 No Destruction of Rights

Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy
No privacy policy or data practices visible on current landing page.
Terms of Service
No terms of service visible on current landing page.
Identity & Mission
Mission +0.15
Article 19 Article 20
Mission statement emphasizes trust, community, and building a trustworthy platform for content sharing and discourse. Aligns with free expression and assembly principles.
Editorial Code
No explicit editorial code of conduct visible.
Ownership
Page identifies CEO Justin and founder Kevin Rose; no broader ownership structure disclosed.
Access & Distribution
Access Model +0.10
Article 19 Article 20
Platform positioning emphasizes open community participation (link submission, comments, engagement). Free access implied by community-focused model.
Ad/Tracking
No ad or tracking practices visible on current page; insufficient data for assessment.
Accessibility
Page structure uses semantic HTML (article, hgroup, headings); no accessibility barriers evident from markup inspection. Limited assessment due to page content focus.
+0.25
Article 20 Assembly & Association
Medium Advocacy Framing
Structural
+0.25
Context Modifier
+0.25
SETL
+0.12

Platform design enables community formation through user accounts, commenting, and link submission. Engagement model assumes persistent user relationships and collective participation, though current state reflects difficulty in sustaining such networks.

+0.20
Article 19 Freedom of Expression
Medium Advocacy Practice
Structural
+0.20
Context Modifier
+0.25
SETL
+0.23

Platform structure invites community participation through link submission and comments, supporting free expression infrastructure. However, structural response to bot infiltration (banning tens of thousands of accounts) demonstrates content moderation constraints on speech.

ND
Preamble Preamble
Medium Advocacy

Content advocates for trustworthy digital spaces and community discourse as foundational goods, aligning with preamble's vision of human dignity and universal rights. References 'trust' and 'the people behind it' as core values.

ND
Article 1 Freedom, Equality, Brotherhood

ND
Article 2 Non-Discrimination

ND
Article 3 Life, Liberty, Security

ND
Article 4 No Slavery

ND
Article 5 No Torture

ND
Article 6 Legal Personhood

ND
Article 7 Equality Before Law

ND
Article 8 Right to Remedy

ND
Article 9 No Arbitrary Detention

ND
Article 10 Fair Hearing

ND
Article 11 Presumption of Innocence

ND
Article 12 Privacy

ND
Article 13 Freedom of Movement

ND
Article 14 Asylum

ND
Article 15 Nationality

ND
Article 16 Marriage & Family

ND
Article 17 Property

ND
Article 18 Freedom of Thought

ND
Article 21 Political Participation

ND
Article 22 Social Security

ND
Article 23 Work & Equal Pay
Low Advocacy

Content acknowledges labor dignity in its treatment of laid-off team members: 'this is one of the strongest groups of people we've ever had the privilege of working with. This is not a reflection of their talent, their effort, or their belief.' Positions workforce reduction as structural necessity rather than performance failure.

ND
Article 24 Rest & Leisure

ND
Article 25 Standard of Living

ND
Article 26 Education

ND
Article 27 Cultural Participation

ND
Article 28 Social & International Order

ND
Article 29 Duties to Community

ND
Article 30 No Destruction of Rights

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.58 medium claims
Sources
0.5
Evidence
0.6
Uncertainty
0.7
Purpose
0.8
Propaganda Flags
2 manipulative rhetoric techniques found
2 techniques detected
appeal to fear
'The internet is now populated, in meaningful part, by sophisticated AI agents and automated accounts' and 'We faced an unprecedented bot problem' frame existential threat to platform viability.
loaded language
'brutal reality', 'the gravitational pull of existing platforms', 'wall' all carry emotionally charged language describing market conditions.
Emotional Tone
Emotional character: positive/negative, intensity, authority
solemn
Valence
-0.3
Arousal
0.6
Dominance
0.6
Transparency
Does the content identify its author and disclose interests?
0.33
✓ Author ✗ Conflicts ✗ Funding
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.53 mixed
Reader Agency
0.3
Stakeholder Voice
Whose perspectives are represented in this content?
0.45 3 perspectives
Speaks: corporationindividuals
About: workerscommunitymarginalized
Temporal Framing
Is this content looking backward, at the present, or forward?
mixed short term
Geographic Scope
What geographic area does this content cover?
global
Complexity
How accessible is this content to a general audience?
accessible low jargon general
Longitudinal 25 HN snapshots · 8 evals
+1 0 −1 HN
Audit Trail 24 entries
2026-03-16 02:40 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 02:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 02:40 eval_success Lite evaluated: Neutral (-0.05) - -
2026-03-16 02:40 model_divergence Cross-model spread 0.44 exceeds threshold (2 models) - -
2026-03-16 02:40 eval Evaluated by llama-4-scout-wai: -0.05 (Neutral) +0.05
reasoning
The content discusses the downsizing of the Digg team due to an unprecedented bot problem and changes in the internet en
2026-03-16 02:40 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-16 00:17 eval_success Evaluated: Moderate positive (0.39) - -
2026-03-16 00:17 model_divergence Cross-model spread 0.49 exceeds threshold (2 models) - -
2026-03-16 00:17 rater_validation_warn Validation warnings for model claude-haiku-4-5-20251001: 0W 56R - -
2026-03-16 00:17 eval Evaluated by claude-haiku-4-5-20251001: +0.39 (Moderate positive) 17,049 tokens
2026-03-15 02:21 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-14 22:42 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-14 22:42 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The content discusses the downsizing of the Digg team due to an unprecedented bot problem and changes in the internet en
2026-03-14 22:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-14 21:41 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-14 21:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 21:32 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-14 21:32 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The content discusses the downsizing of the Digg team due to an unprecedented bot problem and changes in the internet en
2026-03-14 21:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-14 19:48 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-14 19:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-14 19:47 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-14 19:47 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative)
reasoning
The content discusses the downsizing of the Digg team due to an unprecedented bot problem and changes in the internet en
2026-03-14 19:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -