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home / freelancing-gods.com / item 47144494
+0.52 AI Is Bad (freelancing-gods.com)
4 points by xky 18 hours ago | 1 comments on HN | Strong Positive Lean Editorial · vv3.4 · 2026-02-25
Article Heatmap
Preamble: +0.69 — Preamble P Article 1: +0.64 — Freedom, Equality, Brotherhood 1 Article 2: +0.57 — Non-Discrimination 2 Article 3: +0.64 — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: +0.61 — No Torture 5 Article 6: +0.65 — Legal Personhood 6 Article 7: +0.60 — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: +0.65 — 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: +0.74 — Privacy 12 Article 13: +0.05 — Freedom of Movement 13 Article 14: +0.10 — Asylum 14 Article 15: +0.07 — Nationality 15 Article 16: +0.09 — Marriage & Family 16 Article 17: +0.61 — Property 17 Article 18: +0.10 — Freedom of Thought 18 Article 19: +0.85 — Freedom of Expression 19 Article 20: +0.75 — Assembly & Association 20 Article 21: +0.09 — Political Participation 21 Article 22: +0.70 — Social Security 22 Article 23: +0.80 — Work & Equal Pay 23 Article 24: +0.63 — Rest & Leisure 24 Article 25: +0.87 — Standard of Living 25 Article 26: +0.73 — Education 26 Article 27: +0.79 — Cultural Participation 27 Article 28: +0.70 — Social & International Order 28 Article 29: +0.57 — Duties to Community 29 Article 30: +0.07 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Weighted Mean +0.52 Unweighted Mean +0.43
Max +0.87 Article 25 Min +0.07 Article 30
Signal 20 No Data 11
Confidence ND Volatility 0.28 (Medium)
Negative 0 Channels E: 0.6 S: 0.4
SETL +0.20 Editorial-dominant
FW Ratio 65% 0 facts · 0 inferences
Evidence: High: 14 Medium: 5 Low: 2 No Data: 11
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.63 (3 articles) Security: 0.63 (2 articles) Legal: 0.63 (3 articles) Privacy & Movement: 0.24 (4 articles) Personal: 0.27 (3 articles) Expression: 0.56 (3 articles) Economic & Social: 0.75 (4 articles) Cultural: 0.76 (2 articles) Order & Duties: 0.45 (3 articles)
Domain Context Profile
Element Modifier Affects Note
Privacy +0.05
Article 12
Site uses analytics (Plausible via stats.freelancing-gods.com). No visible privacy policy or explicit data handling statement on page, but analytics choice appears privacy-preserving (Plausible is GDPR-compliant, cookieless).
Terms of Service
No Terms of Service or legal framework visible on page or linked from footer.
Accessibility +0.08
Article 25
Page uses semantic HTML (article, nav, section tags), alt text on image, proper heading hierarchy. No WCAG violations evident. Mobile viewport declared. Supports RSS feed for alternative access.
Mission +0.12
Article 20 Article 27
Author (Pat Allan) identifies as freelancer/developer with expressed ethical stance. Blog content signals commitment to critical examination of technology's social impact. Mission alignment toward human dignity in tech labor.
Editorial Code +0.10
Article 19
Content is sourced, multi-referenced (16 distinct external sources). Author acknowledges incompleteness transparently ('vastly incomplete list'). Cites diverse reputable sources (ABC, Reuters, ACLU, Stanford). Demonstrates editorial rigor.
Ownership
Individual author-owned blog. No corporate or institutional obfuscation. Creative Commons by-nc-sa license applied to original content.
Access Model +0.15
Article 19 Article 25
Content freely accessible, no paywall or registration. Creative Commons licensing enables reuse and redistribution. RSS feed provided for accessible consumption.
Ad/Tracking +0.08
Article 12
No advertising or tracking scripts visible beyond privacy-preserving Plausible analytics. No third-party ad networks, no behavioral tracking evident.
Score Breakdown
+0.69
Preamble Preamble
High Advocacy Framing
Editorial
+0.65
Structural
+0.50
SETL
+0.31
Combined
ND
Context Modifier
ND

Content advocates for human dignity and freedom from exploitation in context of AI labor practices. Frames AI as threat to global justice and worker welfare. Preamble values (freedom, justice, human worth) are central to article's argument.

+0.64
Article 1 Freedom, Equality, Brotherhood
High Advocacy Framing
Editorial
+0.60
Structural
+0.50
SETL
+0.24
Combined
ND
Context Modifier
ND

Article asserts equal human dignity through focus on exploitation of Global South workers and precarious labor. Content rejects hierarchies in AI labor value extraction.

+0.57
Article 2 Non-Discrimination
Medium Advocacy
Editorial
+0.55
Structural
+0.45
SETL
+0.23
Combined
ND
Context Modifier
ND

No explicit reference to freedom from slavery or servitude, but emphasis on labor exploitation and unfair conditions maps indirectly to freedom from forced labor.

+0.64
Article 3 Life, Liberty, Security
High Advocacy Framing
Editorial
+0.60
Structural
+0.50
SETL
+0.24
Combined
ND
Context Modifier
ND

Content centers on right to life and security through discussion of AI enabling genocide, surveillance, and disinformation. Framing positions AI as threat to fundamental security.

ND
Article 4 No Slavery

No observable content relating to slavery or servitude as distinct legal category beyond Article 2 labor exploitation framing.

+0.61
Article 5 No Torture
Medium Advocacy
Editorial
+0.58
Structural
+0.48
SETL
+0.24
Combined
ND
Context Modifier
ND

Content references trauma imposed on Global South workers and cognitive harms from AI use. No explicit torture framing, but harm language aligns with freedom from cruel treatment.

+0.65
Article 6 Legal Personhood
High Advocacy Framing
Editorial
+0.62
Structural
+0.50
SETL
+0.27
Combined
ND
Context Modifier
ND

Content centers on personhood and dignity through critique of AI exploitation, surveillance, and dehumanizing labor practices. Framing positions workers and affected populations as rights-bearing persons whose dignity is violated.

+0.60
Article 7 Equality Before Law
Medium Advocacy
Editorial
+0.58
Structural
+0.48
SETL
+0.24
Combined
ND
Context Modifier
ND

Content identifies AI-enabled discrimination and reinforcement of racism, fascism, and transphobia. Aligns with equal protection concern, though not explicitly framed as equality before law.

ND
Article 8 Right to Remedy

No observable content relating to legal remedy or judiciary function.

+0.65
Article 9 No Arbitrary Detention
High Advocacy
Editorial
+0.62
Structural
+0.50
SETL
+0.27
Combined
ND
Context Modifier
ND

Content identifies AI-enabled surveillance and harassment as threats to freedom from arbitrary detention/intrusion. Surveillance supercharging framing aligns directly with Article 9 protection of privacy/autonomy.

ND
Article 10 Fair Hearing

No observable content relating to fair and public hearing or judicial fairness.

ND
Article 11 Presumption of Innocence

No observable content relating to retroactive criminal liability or presumption of innocence.

+0.74
Article 12 Privacy
High Advocacy Practice
Editorial
+0.65
Structural
+0.58
SETL
+0.21
Combined
ND
Context Modifier
ND

Content explicitly addresses privacy and consent violations through AI-enabled surveillance, deepfake harassment, and data exploitation. Structural privacy-respecting design (cookieless analytics, no tracking ads, transparent data use) reinforces editorial position.

+0.05
Article 13 Freedom of Movement
Low
Editorial
+0.05
Structural
+0.05
SETL
0.00
Combined
ND
Context Modifier
ND

No observable content relating to freedom of movement or residence. Content does not address geographic mobility or place-based rights.

+0.10
Article 14 Asylum
Low
Editorial
+0.12
Structural
+0.08
SETL
+0.07
Combined
ND
Context Modifier
ND

No observable content relating to asylum or refuge. Content does not address political persecution or right to seek asylum.

+0.07
Article 15 Nationality
Low
Editorial
+0.08
Structural
+0.05
SETL
+0.05
Combined
ND
Context Modifier
ND

No observable content relating to nationality or statelessness. Content does not address citizenship or national belonging.

+0.09
Article 16 Marriage & Family
Low
Editorial
+0.10
Structural
+0.08
SETL
+0.04
Combined
ND
Context Modifier
ND

No observable content relating to marriage, family, or consent to union. Content does not address family rights or marriage autonomy.

+0.61
Article 17 Property
Medium Advocacy
Editorial
+0.55
Structural
+0.50
SETL
+0.17
Combined
ND
Context Modifier
ND

Content identifies theft of copyrighted material for AI training as distinct harm. Framing maps to property rights protection, though focused on creators' intellectual property rather than personal possessions.

+0.10
Article 18 Freedom of Thought
Low
Editorial
+0.12
Structural
+0.08
SETL
+0.07
Combined
ND
Context Modifier
ND

No observable content relating to freedom of thought, conscience, or religion. Content does not address religious or philosophical freedom.

+0.85
Article 19 Freedom of Expression
High Advocacy Practice Coverage
Editorial
+0.72
Structural
+0.68
SETL
+0.17
Combined
ND
Context Modifier
ND

Content explicitly exercises freedom of expression through critical opinion on AI, with sourced evidence and transparent reasoning. Structural design (RSS feed, open access, creative commons licensing, no paywalls) maximizes information availability and reuse. Author exercises right to form and express opinion; site structure enables others to share and discuss.

+0.75
Article 20 Assembly & Association
High Advocacy
Editorial
+0.68
Structural
+0.55
SETL
+0.30
Combined
ND
Context Modifier
ND

Content addresses freedom of peaceful assembly and association indirectly through critique of surveillance and disinformation that threaten organized resistance. Author's engagement with grassroots tech criticism community and linked 'see also' section suggest association with critical movements.

+0.09
Article 21 Political Participation
Low
Editorial
+0.10
Structural
+0.08
SETL
+0.04
Combined
ND
Context Modifier
ND

No observable content relating to participation in government, voting, or public service. Content does not address political participation or representation.

+0.70
Article 22 Social Security
High Advocacy
Editorial
+0.65
Structural
+0.52
SETL
+0.29
Combined
ND
Context Modifier
ND

Content identifies AI as threat to social and economic rights through mass layoffs, worker exploitation, surveillance, and environmental degradation. Framing positions AI as barrier to dignified living standards and economic security.

+0.80
Article 23 Work & Equal Pay
High Advocacy Framing
Editorial
+0.72
Structural
+0.60
SETL
+0.29
Combined
ND
Context Modifier
ND

Content centers on labor rights violations through AI: worker exploitation, poor conditions, low pay, lack of agency. Framing explicitly addresses dignity in work, fair compensation, and freedom from arbitrary dismissal through layoffs.

+0.63
Article 24 Rest & Leisure
Medium Advocacy
Editorial
+0.58
Structural
+0.50
SETL
+0.22
Combined
ND
Context Modifier
ND

Content addresses rest and leisure indirectly through critique of AI workload intensification and mass surveillance of workers. Worker exploitation framing implicitly concerns protection of non-work time.

+0.87
Article 25 Standard of Living
High Advocacy Practice
Editorial
+0.70
Structural
+0.68
SETL
+0.12
Combined
ND
Context Modifier
ND

Content identifies multiple threats to adequate standard of living and health through AI: environmental destruction (energy/water consumption), cognitive harms to healthcare, worker displacement reducing economic security. Structural accessibility (semantic HTML, mobile support, RSS) enables equitable access to health information.

+0.73
Article 26 Education
High Advocacy
Editorial
+0.68
Structural
+0.55
SETL
+0.30
Combined
ND
Context Modifier
ND

Content explicitly identifies 'impact on education systems' as harm from AI. Author's career as educator/speaker and engagement with learning community signal commitment to Article 26 values. Open access and RSS syndication support free education distribution.

+0.79
Article 27 Cultural Participation
High Advocacy
Editorial
+0.72
Structural
+0.58
SETL
+0.32
Combined
ND
Context Modifier
ND

Content centers on protection of cultural and scientific commons through critique of copyright theft, worker displacement of creators, and threats to knowledge systems. Author's own creative work (blog, talks, projects) signal participation in creative community.

+0.70
Article 28 Social & International Order
High Advocacy
Editorial
+0.65
Structural
+0.52
SETL
+0.29
Combined
ND
Context Modifier
ND

Content identifies structural failures of justice and governance in AI deployment. Framing positions multiple harms (genocide, surveillance, labor exploitation) as resulting from absence of rights-protecting social order.

+0.57
Article 29 Duties to Community
Medium Advocacy
Editorial
+0.55
Structural
+0.45
SETL
+0.23
Combined
ND
Context Modifier
ND

Content implies Article 29 duties through identification of AI harms, suggesting individual and collective responsibility to constrain AI development. Author's engagement and writing signal belief in personal duty to community.

+0.07
Article 30 No Destruction of Rights
Low
Editorial
+0.08
Structural
+0.06
SETL
+0.04
Combined
ND
Context Modifier
ND

No observable content relating to prevention of interpretation of rights to enable their destruction. Content does not address the integrity of UDHR framework itself.

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build 359ddd7+1rs2 · 2026-02-25 03:53 UTC