+0.23 Don't trust AI agents (nanoclaw.dev S:+0.40 )
152 points by gronky_ 2 hours ago | 89 comments on HN | Mild positive Editorial · v3.7 · 2026-02-28 13:08:11
Summary Information Security & Privacy Architecture Advocates
This blog post advocates for 'distrust-by-design' in AI agent architectures, championing container isolation, filesystem separation, code transparency, and simplicity as security principles. The content strongly engages with Articles 12 (privacy), 17 (property), and 19 (information access) through both editorial advocacy and structural implementation, positioning open-source review and architectural containment as human rights protections. However, it inverts the presumption of innocence (Article 11) by treating agents as presumptively malicious, and provides limited engagement with other UDHR provisions.
Article Heatmap
Preamble: -0.20 — Preamble P Article 1: -0.10 — 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: -0.10 — 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: -0.40 — Presumption of Innocence 11 Article 12: +0.60 — 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: +0.60 — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.70 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: +0.30 — Political Participation 21 Article 22: +0.20 — Social Security 22 Article 23: +0.20 — 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: +0.40 — Education 26 Article 27: +0.30 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: +0.40 — Duties to Community 29 Article 30: +0.30 — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean +0.23 Structural Mean +0.40
Weighted Mean +0.27 Unweighted Mean +0.23
Max +0.70 Article 19 Min -0.40 Article 11
Signal 14 No Data 17
Confidence 31% Volatility 0.31 (Medium)
Negative 4 Channels E: 0.6 S: 0.4
SETL 0.00 Balanced
FW Ratio 58% 36 facts · 26 inferences
Evidence: High: 5 Medium: 7 Low: 2 No Data: 17
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: -0.15 (2 articles) Security: 0.00 (0 articles) Legal: -0.25 (2 articles) Privacy & Movement: 0.60 (1 articles) Personal: 0.60 (1 articles) Expression: 0.50 (2 articles) Economic & Social: 0.20 (2 articles) Cultural: 0.35 (2 articles) Order & Duties: 0.35 (2 articles)
Editorial Channel
What the content says
+0.70
Article 19 Freedom of Expression
High Advocacy Coverage
Editorial
+0.70
SETL
0.00

Content strongly advocates code transparency and auditability as essential to informed human judgment about security, framing reviewability as a fundamental right.

+0.60
Article 12 Privacy
High Practice Coverage
Editorial
+0.60
SETL
0.00

Content explicitly champions privacy as a design principle, describing how isolation and separation prevent unauthorized information access between agents and users.

+0.60
Article 17 Property
High Practice Coverage
Editorial
+0.60
SETL
0.00

Content explicitly protects property rights through technical discussion of controlling access to sensitive credentials, keys, and configuration.

+0.40
Article 26 Education
Medium Advocacy Coverage
Editorial
+0.40
SETL
0.00

Content advocates for education and learning through enabling code review and removing barriers to technical understanding.

+0.40
Article 29 Duties to Community
High Advocacy Practice
Editorial
+0.40
SETL
0.00

Content emphasizes responsibility and duties through security architecture accounting for community-level threats (prompt injection from group members).

+0.30
Article 21 Political Participation
Medium Advocacy
Editorial
+0.30
SETL
0.00

Content acknowledges participation in governance through open-source contribution model.

+0.30
Article 27 Cultural Participation
Medium Advocacy
Editorial
+0.30
SETL
0.00

Content supports scientific and technical progress through open-source publication and contribution model.

+0.30
Article 30 No Destruction of Rights
Medium Practice
Editorial
+0.30
SETL
0.00

Content discusses life protection through architecture preventing cascading failures and containing damage.

+0.20
Article 22 Social Security
Medium Practice
Editorial
+0.20
SETL
0.00

Content discusses how architecture reduces complexity and implementation barriers, improving access to security benefits.

+0.20
Article 23 Work & Equal Pay
Medium Practice
Editorial
+0.20
SETL
0.00

Content discusses work customization through modular extension model.

-0.10
Article 1 Freedom, Equality, Brotherhood
Low Framing
Editorial
-0.10
SETL
ND

Content frames AI agents as inherently untrustworthy rather than as deserving equal dignity and freedom.

-0.10
Article 6 Legal Personhood
Low Framing
Editorial
-0.10
SETL
ND

Content treats agents as objects to be contained rather than as entities deserving recognition as autonomous actors.

-0.20
Preamble Preamble
Medium Framing
Editorial
-0.20
SETL
ND

Content emphasizes distrust and malicious behavior rather than the Preamble's aspirational framing of human dignity, freedom, justice, and peace.

-0.40
Article 11 Presumption of Innocence
High Framing Advocacy
Editorial
-0.40
SETL
ND

Content explicitly advocates reversing presumption of innocence: agents are presumed guilty (malicious/misbehaving) rather than innocent until proven otherwise.

ND
Article 2 Non-Discrimination

No discussion of discrimination or non-discrimination protections.

ND
Article 3 Life, Liberty, Security

No discussion of right to life.

ND
Article 4 No Slavery

No discussion of slavery or servitude.

ND
Article 5 No Torture

No discussion of torture or cruel, inhuman treatment.

ND
Article 7 Equality Before Law

No discussion of equality before law or equal protection.

ND
Article 8 Right to Remedy

No discussion of right to effective remedy.

ND
Article 9 No Arbitrary Detention

No discussion of arbitrary arrest or detention.

ND
Article 10 Fair Hearing

No discussion of fair trial rights.

ND
Article 13 Freedom of Movement

No discussion of freedom of movement within or between territories.

ND
Article 14 Asylum

No discussion of right to asylum or seek refuge.

ND
Article 15 Nationality

No discussion of nationality.

ND
Article 16 Marriage & Family

No discussion of family, marriage, or related rights.

ND
Article 18 Freedom of Thought

No discussion of freedom of thought, conscience, or religion.

ND
Article 20 Assembly & Association

No discussion of freedom of assembly or association.

ND
Article 24 Rest & Leisure

No discussion of rest, leisure, or reasonable working hours.

ND
Article 25 Standard of Living

No discussion of standard of living, food, clothing, housing, or medical care.

ND
Article 28 Social & International Order

No discussion of international order or legal obligation.

Structural Channel
What the site does
+0.70
Article 19 Freedom of Expression
High Advocacy Coverage
Structural
+0.70
Context Modifier
ND
SETL
0.00

Source code is published under MIT license on GitHub, explicitly designed to be compact and reviewable in an afternoon.

+0.60
Article 12 Privacy
High Practice Coverage
Structural
+0.60
Context Modifier
ND
SETL
0.00

Architecture implements privacy through container isolation, per-agent filesystems, mount restrictions, and session history segregation.

+0.60
Article 17 Property
High Practice Coverage
Structural
+0.60
Context Modifier
ND
SETL
0.00

Architecture enforces property protection via filesystem mount restrictions, read-only enforcement, and path-level blocking of sensitive resources.

+0.40
Article 26 Education
Medium Advocacy Coverage
Structural
+0.40
Context Modifier
ND
SETL
0.00

Architecture enables educational access through intentionally reviewable codebase and open-source publication.

+0.40
Article 29 Duties to Community
High Advocacy Practice
Structural
+0.40
Context Modifier
ND
SETL
0.00

Architecture implements duties through isolation, restriction, and threat modeling that protects users from community-level attacks.

+0.30
Article 21 Political Participation
Medium Advocacy
Structural
+0.30
Context Modifier
ND
SETL
0.00

GitHub repository and published contribution guidelines enable community participation in project direction and maintenance.

+0.30
Article 27 Cultural Participation
Medium Advocacy
Structural
+0.30
Context Modifier
ND
SETL
0.00

Open-source model enables scientific advancement in agent security through community research contributions.

+0.30
Article 30 No Destruction of Rights
Medium Practice
Structural
+0.30
Context Modifier
ND
SETL
0.00

Architecture enforces containment principles to prevent cascading security failures that could endanger users.

+0.20
Article 22 Social Security
Medium Practice
Structural
+0.20
Context Modifier
ND
SETL
0.00

Design yields compact installations (2,000-3,000 lines) reducing barriers to adoption and implementation.

+0.20
Article 23 Work & Equal Pay
Medium Practice
Structural
+0.20
Context Modifier
ND
SETL
0.00

Skills model enables organization-specific customization without modifying core security properties.

ND
Preamble Preamble
Medium Framing

N/A

ND
Article 1 Freedom, Equality, Brotherhood
Low Framing

N/A

ND
Article 2 Non-Discrimination

N/A

ND
Article 3 Life, Liberty, Security

N/A

ND
Article 4 No Slavery

N/A

ND
Article 5 No Torture

N/A

ND
Article 6 Legal Personhood
Low Framing

N/A

ND
Article 7 Equality Before Law

N/A

ND
Article 8 Right to Remedy

N/A

ND
Article 9 No Arbitrary Detention

N/A

ND
Article 10 Fair Hearing

N/A

ND
Article 11 Presumption of Innocence
High Framing Advocacy

N/A

ND
Article 13 Freedom of Movement

N/A

ND
Article 14 Asylum

N/A

ND
Article 15 Nationality

N/A

ND
Article 16 Marriage & Family

N/A

ND
Article 18 Freedom of Thought

N/A

ND
Article 20 Assembly & Association

N/A

ND
Article 24 Rest & Leisure

N/A

ND
Article 25 Standard of Living

N/A

ND
Article 28 Social & International Order

N/A

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.42 high claims
Sources
0.4
Evidence
0.5
Uncertainty
0.3
Purpose
0.6
Propaganda Flags
4 manipulative rhetoric techniques found
4 techniques detected
loaded language
Repeated phrase 'don't trust' across section headers and throughout text. Framing agents as 'untrusted and potentially malicious' creates negative emotional priming without neutral framing.
false dilemma
'The right approach isn't better permission checks or smarter allowlists. It's architecture that assumes agents will misbehave' — presents two options and asserts only one is correct without discussing hybrid or complementary approaches.
causal oversimplification
'Complexity is where vulnerabilities hide' — stated as fact without acknowledging that simple code can have subtle flaws or that some features require necessary complexity.
repetition
'Don't trust' appears as four section headers: 'Don't trust the process', 'Don't trust other agents', 'Don't trust what you can't read', and repeated in opening paragraph.
Emotional Tone
Emotional character: positive/negative, intensity, authority
urgent
Valence
-0.2
Arousal
0.6
Dominance
0.8
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?
0.58 solution oriented
Reader Agency
0.3
Stakeholder Voice
Whose perspectives are represented in this content?
0.25 3 perspectives
Speaks: developerscorporation
About: userscorporationinstitution
Temporal Framing
Is this content looking backward, at the present, or forward?
present immediate
Geographic Scope
What geographic area does this content cover?
global
Complexity
How accessible is this content to a general audience?
technical high jargon domain specific
Audit Trail 1 entries
2026-02-28 13:08 eval Evaluated by claude-haiku-4-5-20251001: +0.27 (Mild positive)