Chapter 12: AI Rights vs. AI Principles Correlation Matrix

Copyright © 2025 Michael Herman (Bindloss, Alberta, Canada) – Creative Commons Attribution-ShareAlike 4.0 International Public License
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Introduction

Below is a clean correlation analysis between the 7 Rights in the Manifesto of the Digital Age and the original 7 Principles for managing identic AI you provided earlier. I’ll be explicit about strength of alignment, direction of influence, and gaps.


Big Picture First (One-Sentence Framing)

  • The 7 Principles are design and governance constraints on AI systems.
  • The 7 Rights are human and societal outcomes those systems must serve.

In short:

Principles are the “how”; Rights are the “why.”


Correlation Matrix (Rights → Principles)

Legend

  • ●●● = strong, direct correlation
  • ●● = moderate correlation
  • ● = indirect or enabling correlation

Manifesto Rights ↓ / AI Principles →ReliabilityTransparencyHuman AgencyAdaptabilityFairnessAccountabilitySafety1. Security of personhood●●●●●●●●●●●●●●●●●●2. Education●●●●●●●●●●●●●3. Health & well-being●●●●●●●●●●●●●●●●4. Economic security & work●●●●●●●●●●●●●●●5. Climate stability●●●●●●●●●●●●●●●6. Peace & security●●●●●●●●●●●●●7. Institutional accountability●●●●●●●●●●●●


Narrative Mapping (Right-by-Right)

1. Security of Personhood

Strongest alignment overall

  • Human Agency → personal sovereignty, autonomy, consent
  • Transparency → knowing how identity/data are used
  • Fairness → protection from discriminatory profiling
  • Accountability → redress for misuse or surveillance
  • Safety → protection from manipulation and coercion

Interpretation:
This right is essentially the human-centered synthesis of five of your principles. It operationalizes them at the level of individual dignity.


2. Education

Primarily about adaptability and agency

  • Human Agency → empowerment through learning
  • Adaptability → lifelong learning in AI-shaped labor markets
  • Fairness → equitable access to infrastructure and tools

Interpretation:
Education is the human adaptation layer required for your principles not to become elitist or exclusionary.


3. Health and Well-being

Reliability + Safety dominate

  • Reliability → clinical accuracy and robustness
  • Safety → “do no harm” in physical and mental health
  • Accountability → liability for harm or negligence

Interpretation:
Healthcare is where your principles become non-negotiable, because failure has immediate human cost.


4. Economic Security & Meaningful Work

Human agency + fairness + adaptability

  • Human Agency → meaningful work vs. automation domination
  • Fairness → equitable distribution of AI-generated value
  • Adaptability → redefining work and income models

Interpretation:
This right extends your principles into political economy. The principles constrain AI behavior; this right constrains AI-driven capitalism.


5. Climate Stability

Safety + accountability at planetary scale

  • Safety → ecological harm prevention
  • Accountability → responsibility for environmental impact
  • Adaptability → climate-responsive systems

Interpretation:
This right introduces non-human stakeholders (future generations, ecosystems), which your principles imply but do not explicitly name.


6. Peace and Security

Safety and accountability dominate

  • Safety → prohibition of autonomous violence
  • Accountability → attribution of harm in warfare
  • Fairness → prevention of asymmetric technological domination

Interpretation:
This is the hard boundary case: where your principles become geopolitical norms, not just business ethics.


7. Institutional Accountability

Near-perfect overlap

  • Transparency → auditable governance
  • Accountability → enforceability, redress, legitimacy

Interpretation:
This right is almost a direct restatement of your Accountability + Transparency principles, elevated to constitutional scale.


What the Rights Add That the Principles Do Not

The Manifesto extends the principles in three critical ways:

1. Explicit Human Entitlements

  • Principles say what systems must do
  • Rights say what people can demand

2. Macroeconomic Redistribution

  • Universal Fabulous Income
  • Data ownership and monetization
    These are policy commitments, not system properties.

3. Intergenerational & Planetary Scope

  • Climate
  • Peace
  • Future generations
    Your principles imply responsibility, but the rights name the beneficiaries.

Bottom Line

  • High correlation: Every right maps to multiple principles.

  • No contradictions: The two frameworks are coherent.

  • Complementary roles:

    • Principles = engineering + governance constraints
    • Rights = societal goals + moral claims

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