home / andrewjrod.substack.com / item 47141068
Model Comparison
Model Editorial Structural Class Conf SETL Theme deepseek/deepseek-v3.2-20251201 0.00 ND Neutral 0.08 — Health & Privacy @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 health tech @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Health agency
Section deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Preamble ND ND ND 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 ND Article 20 ND ND ND Article 21 ND ND ND Article 22 ND ND ND Article 23 ND ND ND 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
Summary Health & Privacy Neutral
The page is a Substack author landing page with no published article content. Structural signals include a freemium subscription model that provides some free access, aligning with information rights, and an author bio focused on curing a brain tumor, which engages health rights. However, the page loads multiple third-party tracking technologies, strongly conflicting with privacy rights. Overall, the evaluation shows mixed structural signals with no editorial content.
Article Heatmap
Preamble: ND — Preamble Preamble: No Data — 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: ND — Freedom of Expression Article 19: No Data — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — 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: 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
Aggregates
Editorial Mean ND Structural Mean ND Weighted Mean 0.00 Unweighted Mean 0.00 Max 0.00 N/A Min 0.00 N/A Signal 0 No Data 31 Volatility 0.00 (Low) Negative 0 Channels E: 0.6 S: 0.4 SETL ℹ ND FW Ratio ℹ 52% 12 facts · 11 inferences
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.00 (0 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.00 (0 articles) Personal: 0.00 (0 articles) Expression: 0.00 (0 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.00 (0 articles) Order & Duties: 0.00 (0 articles) Editorial Channel
What the content says
ND
Low Advocacy
No explicit editorial content regarding human dignity, rights, or UDHR.
FW Ratio: 33%
Observable Facts
The page includes an author bio: 'curing my partner's incurable brain tumor | ai for science VC @ Side Door Ventures, prev biophysics research @columbia, ops@pioneer labs, vc @angellist, 2x founder'. Inferences
The author's stated mission to cure a brain tumor implicitly aligns with the UDHR's promotion of health and well-being. The mention of AI for science VC suggests support for scientific advancement, which resonates with UDHR's call for progress. ND
No content about equality, dignity, or rights.
ND
No content about non-discrimination.
ND
Low Advocacy
No explicit editorial content about life, liberty, security.
FW Ratio: 50%
Observable Facts
The author bio states 'curing my partner's incurable brain tumor'. Inferences
The personal mission to cure a brain tumor suggests a commitment to preserving life and health, aligning with Article 3. ND
No content about slavery or servitude.
ND
No content about torture or cruel treatment.
ND
No content about legal recognition.
ND
No content about equality before law.
ND
No content about remedies for rights violations.
ND
No content about arbitrary detention.
ND
No content about fair public hearing.
ND
No content about presumption of innocence.
ND
High Practice
No editorial content about privacy.
FW Ratio: 60%
Observable Facts
The page loads Stripe integration with a publishable key. The page initializes Sentry error tracking with environment and DSN. The page includes references to Parsely and Chartbeat analytics tokens. Inferences
The presence of multiple third-party tracking and analytics tools indicates collection of user data, which conflicts with privacy expectations under Article 12. The Stripe integration for payments involves processing personal financial information, further engaging privacy considerations. ND
No content about freedom of movement.
ND
No content about asylum from persecution.
ND
No content about nationality.
ND
No content about marriage and family.
ND
No content about property.
ND
No content about freedom of thought/religion.
ND
Medium Practice
No editorial content about freedom of expression.
FW Ratio: 60%
Observable Facts
The page lists free subscription benefits: 'Occasional public posts'. The page lists paid subscription benefits: 'Subscriber-only posts and full archive', 'Post comments and join the community'. The page shows subscription plans: $8/month and $80/year. Inferences
Providing a free tier with some public posts facilitates access to information, aligning with freedom to receive information. Enabling comments and community for subscribers supports freedom of expression within a monetized platform. ND
No content about assembly/association.
ND
No content about participation in government.
ND
No content about social security.
ND
No content about work/employment rights.
ND
No content about rest/leisure.
ND
Low Advocacy
No editorial content about standard of living/health.
FW Ratio: 50%
Observable Facts
Author bio mentions 'curing my partner's incurable brain tumor'. Free subscription benefits include 'Occasional public posts'. Inferences
The personal mission to cure a disease directly engages with the right to health and medical care. Providing some free posts could facilitate dissemination of health-related information. ND
No content about education.
ND
Low Advocacy
No editorial content about cultural life/science.
FW Ratio: 50%
Observable Facts
Author bio includes 'ai for science VC @ Side Door Ventures, prev biophysics research @columbia'. Free subscription benefits include 'Occasional public posts'. Inferences
The author's involvement in scientific research and venture capital suggests support for scientific advancement and its benefits. The free tier provides some access to the author's content, which may include scientific or cultural material. ND
No content about social/international order.
ND
No content about duties/community.
ND
No content about destruction of rights.
Structural Channel
What the site does
ND
Low Advocacy
Author bio mentions work on curing brain tumor and AI for science VC, which aligns with goals of health and scientific progress in UDHR preamble.
ND
No structural signals regarding equality or dignity.
ND
No structural signals regarding non-discrimination.
ND
Low Advocacy
Author bio focuses on curing brain tumor, which implicitly supports right to life and health.
ND
No structural signals regarding slavery.
ND
No structural signals regarding torture.
ND
No structural signals regarding legal recognition.
ND
No structural signals regarding equality before law.
ND
No structural signals regarding remedies.
ND
No structural signals regarding detention.
ND
No structural signals regarding fair hearing.
ND
No structural signals regarding presumption of innocence.
ND
High Practice
Page loads Stripe integration, Sentry error tracking, Parsely/Chartbeat analytics. These are active tracking technologies that compromise privacy/anonymity.
ND
No structural signals regarding movement.
ND
No structural signals regarding asylum.
ND
No structural signals regarding nationality.
ND
No structural signals regarding family.
ND
No structural signals regarding property.
ND
No structural signals regarding thought/religion.
ND
Medium Practice
Freemium subscription model with free tier ('occasional public posts') enables some access to information. Platform supports community and comments for paid subscribers.
ND
No structural signals regarding assembly.
ND
No structural signals regarding participation.
ND
No structural signals regarding social security.
ND
No structural signals regarding work rights.
ND
No structural signals regarding rest/leisure.
ND
Low Advocacy
Author bio focus on curing brain tumor aligns with right to health. Freemium model provides some free access to content, which could support health information dissemination.
ND
No structural signals regarding education.
ND
Low Advocacy
Author bio mentions AI for science VC and biophysics research, aligning with scientific progress. Freemium model allows some access to cultural/scientific content.
ND
No structural signals regarding social order.
ND
No structural signals regarding duties.
ND
No structural signals regarding destruction of rights.
Supplementary Signals
How this content communicates, beyond directional lean.
Learn more How well-sourced and evidence-based is this content?
0.12 low claims
Sources 0.0 Evidence 0.0 Uncertainty 0.0 Purpose 0.8
No manipulative rhetoric detected
0 techniques detected
Emotional character: positive/negative, intensity, authority
detached
Valence 0.0 Arousal 0.0 Dominance 0.0
Does the content identify its author and disclose interests?
0.33
✓ Author
More signals: context, framing & audience Does this content offer solutions or only describe problems?
0.00 problem only
Whose perspectives are represented in this content?
0.10 1 perspective
Speaks: individuals
Is this content looking backward, at the present, or forward?
present unspecified
What geographic area does this content cover?
unspecified How accessible is this content to a general audience?
accessible low jargon none
Longitudinal
· 3 evals
+1 0 −1 HN
Audit Trail
9 entries all eval pipeline all models deepseek-v3.2 llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-03-01 05:11 eval_success Evaluated: Neutral (0.00) - - 2026-03-01 05:11
eval
Evaluated by deepseek-v3.2 : 0.00 (Neutral) 14,597 tokens 2026-03-01 05:11 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 6R - - 2026-02-28 06:09 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:09
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning ED neutral tech article no rights stance
2026-02-28 06:09 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 06:00 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 06:00
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 2026-02-28 06:00 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -