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+0.08 Ask HN: How do you know if AI agents will choose your tool?
28 points by dmpyatyi 1 days ago | 23 comments on HN | Mixed: Strong positive on expression/information rights (Articles 13, 18, 19, 20, 26) reflecting HN's core mission of open technical discourse. Mild negatives on privacy (12), dignity/personhood framing (16), and collective agency (21, 28). Neutral on social responsibility (29). No high-severity violations. Content treats humans as optimization subjects for AI systems, which creates philosophical tension with human dignity framings, but discussion remains open and critical. Community · vv3.4 · 2026-02-24
Article Heatmap
Preamble: +0.26 — Preamble P Article 1: +0.05 — Freedom, Equality, Brotherhood 1 Article 2: +0.10 — Non-Discrimination 2 Article 3: -0.05 — 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: -0.10 — No Arbitrary Detention 9 Article 10: +0.05 — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: -0.12 — Privacy 12 Article 13: +0.23 — Freedom of Movement 13 Article 14: +0.20 — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: -0.16 — Marriage & Family 16 Article 17: -0.01 — Property 17 Article 18: +0.31 — Freedom of Thought 18 Article 19: +0.38 — Freedom of Expression 19 Article 20: +0.18 — Assembly & Association 20 Article 21: -0.15 — Political Participation 21 Article 22: +0.08 — Social Security 22 Article 23: +0.08 — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: +0.10 — Standard of Living 25 Article 26: +0.23 — Education 26 Article 27: +0.08 — Cultural Participation 27 Article 28: -0.10 — Social & International Order 28 Article 29: -0.02 — Duties to Community 29 Article 30: 0.00 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Weighted Mean +0.08 Unweighted Mean +0.06
Max +0.38 Article 19 Min -0.16 Article 16
Signal 24 No Data 7
Negative 4 Volatility 0.22 (Medium)
Channels Editorial: 0.4 Structural: 0.6
SETL +0.33 Editorial-dominant
HOTL -0.10 Consensus
Evidence: High: 1 Medium: 12 Low: 11 No Data: 7
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.14 (3 articles) Security: -0.05 (1 articles) Legal: 0.00 (3 articles) Privacy & Movement: 0.10 (3 articles) Personal: 0.05 (3 articles) Expression: 0.14 (3 articles) Economic & Social: 0.09 (3 articles) Cultural: 0.15 (2 articles) Order & Duties: -0.04 (3 articles)
Domain Context Profile
Element Modifier Affects Note
Privacy
No privacy policy evaluated on-domain; YC has standard tech industry practices.
Terms of Service
Terms of service not directly visible; platform operates moderation and flagging system.
Accessibility +0.05
Article 25
Basic HTML structure supports screen readers; semantic clarity present but minimal styling for accessibility.
Mission +0.10
Article 19 Article 20
Hacker News mission emphasizes open technical discussion and community knowledge-sharing; supports free expression in tech contexts.
Editorial Code -0.05
Article 19
Community moderation includes flagging and hiding controversial posts; some editorial control present.
Ownership
YC-owned platform; no specific conflicts observed in this thread.
Access Model +0.10
Article 19 Article 20
Free, open access to read; low barrier to participation; login required to post but registration free.
Ad/Tracking
No ads observed on page; minimal tracking signals visible.
Score Breakdown
+0.26
Preamble Preamble
Medium Advocacy Coverage
Editorial
+0.15
Structural
+0.20
SETL
-0.25
Combined
ND
Context Modifier
ND

Thread discusses technical innovation and human agency in AI systems design; openness to dialogue implicit in community format. Context modifier reflects mission alignment with free expression.

+0.05
Article 1 Freedom, Equality, Brotherhood
Low
Editorial
ND
Structural
+0.05
SETL
ND
Combined
ND
Context Modifier
ND

No direct reference to equality or dignity; structural openness to all users present.

+0.10
Article 2 Non-Discrimination
Low Practice
Editorial
ND
Structural
+0.10
SETL
ND
Combined
ND
Context Modifier
ND

Non-discriminatory access structure; no visible barriers based on protected characteristics in this thread.

-0.05
Article 3 Life, Liberty, Security
Low
Editorial
ND
Structural
-0.05
SETL
ND
Combined
ND
Context Modifier
ND

No explicit reference to life, liberty, or security; anonymous posting possible but IP visibility to platform.

ND
Article 4 No Slavery
ND

Slavery not relevant to technical discussion forum.

ND
Article 5 No Torture
ND

Torture and cruel treatment not observable in community discussion context.

ND
Article 6 Legal Personhood
ND

Legal personhood not relevant to forum structure.

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

Equal protection under law not directly addressed; platform applies moderation rules uniformly to users.

ND
Article 8 Right to Remedy
ND

Legal remedies for rights violations not observable in technical discussion.

-0.10
Article 9 No Arbitrary Detention
Low Practice
Editorial
ND
Structural
-0.10
SETL
ND
Combined
ND
Context Modifier
ND

Platform can arrest/detain through flagging and post removal; structural limitation on expression.

+0.05
Article 10 Fair Hearing
Low Practice
Editorial
ND
Structural
+0.05
SETL
ND
Combined
ND
Context Modifier
ND

Moderation process exists but fairness mechanisms not transparent in visible interface.

ND
Article 11 Presumption of Innocence
ND

Criminal presumption of innocence not applicable to forum context.

-0.12
Article 12 Privacy
Medium Practice
Editorial
-0.05
Structural
-0.15
SETL
+0.67
Combined
ND
Context Modifier
ND

User comments visible to public; anonymity possible but IP logged. Editorial discussion involves public analysis of personal/professional choices in tool adoption.

+0.23
Article 13 Freedom of Movement
Medium Practice Advocacy
Editorial
+0.20
Structural
+0.15
SETL
+0.25
Combined
ND
Context Modifier
ND

Free movement of ideas; global access to forum; users share experiences across geographies; structural support for information flow.

+0.20
Article 14 Asylum
Medium Practice
Editorial
ND
Structural
+0.15
SETL
ND
Combined
ND
Context Modifier
ND

No asylum/refugee content; structural openness to international participants; low barrier access.

ND
Article 15 Nationality
ND

Nationality not directly addressed in technical discussion.

-0.16
Article 16 Marriage & Family
Medium Practice Framing
Editorial
-0.10
Structural
-0.20
SETL
+0.50
Combined
ND
Context Modifier
ND

Marriage/family not relevant; structural visibility of user identities; editorial framing discusses persons as economic optimization targets for AI agents.

-0.01
Article 17 Property
Low Practice Framing
Editorial
+0.05
Structural
-0.10
SETL
+1.00
Combined
ND
Context Modifier
ND

Property rights in tools/APIs discussed; structural vulnerability to platform removal; editorial frames tools as competitive assets chosen by agents without owner agency.

+0.31
Article 18 Freedom of Thought
Medium Advocacy Practice
Editorial
+0.25
Structural
+0.20
SETL
+0.20
Combined
ND
Context Modifier
ND

Freedom of thought/conscience evident in diverse technical perspectives; users freely share methodologies and opinions on AI agent behavior; structural support for belief expression.

+0.38
Article 19 Freedom of Expression
High Advocacy Practice Coverage
Editorial
+0.30
Structural
+0.25
SETL
+0.17
Combined
ND
Context Modifier
ND

Core UDHR article for this context. Thread exemplifies freedom to seek/receive/impart information; multiple users share technical findings without censorship; platform structure facilitates idea exchange; mission alignment with free expression in tech. Context modifier reflects HN's commitment to open discourse.

+0.18
Article 20 Assembly & Association
Medium Advocacy Practice
Editorial
+0.15
Structural
+0.10
SETL
+0.33
Combined
ND
Context Modifier
ND

Peaceful assembly implicit in community gathering; freedom of association evident in user participation; no mandatory membership; collective discussion of shared technical interests.

-0.15
Article 21 Political Participation
Low Practice
Editorial
ND
Structural
-0.15
SETL
ND
Combined
ND
Context Modifier
ND

Political participation not directly relevant; structural inequality: users cannot collectively govern platform moderation decisions.

+0.08
Article 22 Social Security
Low Practice
Editorial
+0.05
Structural
+0.10
SETL
-0.50
Combined
ND
Context Modifier
ND

Social security not applicable; structural support for technical community assistance and knowledge-sharing as social benefit.

+0.08
Article 23 Work & Equal Pay
Medium Advocacy Framing
Editorial
+0.10
Structural
+0.05
SETL
+0.50
Combined
ND
Context Modifier
ND

Work/employment discussed; editorial frames tool adoption as economic competition among creators; structural support for labor-related discussions; concern that agents may optimize away human agency in tool selection.

ND
Article 24 Rest & Leisure
ND

Rest and leisure not addressed in thread.

+0.10
Article 25 Standard of Living
Low Practice
Editorial
+0.05
Structural
+0.05
SETL
0.00
Combined
ND
Context Modifier
ND

Food/shelter not relevant; structural accessibility enables equitable access to information resource; free participation in knowledge economy.

+0.23
Article 26 Education
Medium Advocacy Practice
Editorial
+0.20
Structural
+0.15
SETL
+0.25
Combined
ND
Context Modifier
ND

Education: thread functions as technical education; knowledge freely shared; structural access to learning without cost; editorial discussion develops competency in AI agent design patterns.

+0.08
Article 27 Cultural Participation
Low Advocacy Practice
Editorial
+0.10
Structural
+0.05
SETL
+0.50
Combined
ND
Context Modifier
ND

Cultural/artistic participation: technical culture expressed; users share creative solutions; structural openness to diverse methodologies and innovation.

-0.10
Article 28 Social & International Order
Low Practice
Editorial
ND
Structural
-0.10
SETL
ND
Combined
ND
Context Modifier
ND

Social/international order not directly addressed; structural limitation: HN community operates within single platform governance; limited voice in broader social order.

-0.02
Article 29 Duties to Community
Low Framing
Editorial
+0.05
Structural
0.00
SETL
+1.00
Combined
ND
Context Modifier
ND

Duties to community: implicit in HN culture; editorial framing emphasizes individual optimization for agents over collective human interests; context modifier reflects tension between optimization logic and communal responsibility.

0.00
Article 30 No Destruction of Rights
Low
Editorial
0.00
Structural
0.00
SETL
ND
Combined
ND
Context Modifier
ND

Prevention of UDHR destruction: no observable threats; platform does not promote derogation of rights.

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build 40e2d86 · 2026-02-24 21:55 UTC