Theoretical Foundations and Empirical Development of the Human Enhancement Quotient (HEQ) and Augmented Intelligence Score (AIS) Executive Summary (PDF here for Mobile Users) Augmented intelligence, as defined by Gartner, is the recognized partnership model of humans and AI enhancing cognitive performance together. Organizations have invested heavily in that model. No cross-platform, behavior-anchored, governance-integrated instrument exists […]
White Papers
GOPEL: The Code Behind the Policy
How a Non-Cognitive Governance Agent Went from Specification to Working Software, and Why the Claim That AI Governance Infrastructure Cannot Be Built Is No Longer Defensible This article serves as the proof-of-concept record for the AI Provider Plurality Congressional Package. The repository is public at github.com/basilpuglisi/HAIA under Creative Commons Attribution-NonCommercial 4.0 International license. The Agent […]
Training AI for Humanity:
Building the First Contact Team for Superintelligence Before the Window Closes (PDF Here) Abstract The people training artificial intelligence today are building the cognitive foundation for whatever comes next. If superintelligence emerges from systems whose value structures correlate with 12% of humanity and diverge from the rest (Atari et al., 2023; Henrich et al., 2010), […]
A Governance Specification for AI Value Formation
No Single Mind Should Govern What AI Believes (PDF) Summary: Are we building AI for humanity, or are we building AI for dominance? We need the answer to that question so we know where we stand. On the same day the Wall Street Journal profiled the single philosopher shaping Claude’s values, Anthropic’s safeguards research lead […]
HAIA-RECCLIN: Agent Governance Architecture an Audit-Grade Multi-AI Collaboration for EU Regulatory Compliance Edition
A Working Paper — EU Regulatory Compliance Edition, February 2026 This is the Spec / Architecture PDF for this Agent (EU Compliance Edition) Abstract Organizations deploying multi-AI workflows face a structural governance gap: orchestration frameworks route tasks between AI platforms, but no published framework provides the accountability, audit trail architecture, provider plurality, automation bias detection, […]
Council for Humanity
A Three-Layer Governance Architecture for AI Constitutional Authority, National Sovereignty, and Species-Level Defense *updated 2/21/2026 PDF Here Abstract The most capable AI systems on earth are governed by individual constitutional authority. One person, or a small team reporting to one person, writes the values that shape how these systems interact with billions of users across […]
The Missing Governor: Anthropic’s Constitution and Essay Acknowledge What They Cannot Provide
A Structural Response to Claude’s Constitution &“The Adolescence of Technology” Essay (PDF) Executive Summary On January 21, 2026, Anthropic published Claude’s Constitution, an 80-page document articulating values, character formation, and behavioral guidelines for its AI system. Six days later, on January 27, 2026, CEO Dario Amodei released “The Adolescence of Technology,” a 20,000-word essay examining […]
A CONSTITUTION IS NOT GOVERNANCE
Why Claude’s Ethical Charter Requires a Structural Companion A White Paper on Categorical Distinction in AI Development (PDF) Executive Summary On January 21, 2026, Anthropic released an approximately 23,000 word document titled “Claude’s Constitution.” The document represents a serious and sophisticated attempt to shape AI behavior through cultivated judgment rather than rigid rules (Anthropic, 2026). […]
The Human Enhancement Quotient (HEQ)
Measuring Collaborative Intelligence for Enterprise AI Adoption A Quantitative Framework Built on the Factics Methodology IMPORTANT: SCOPE AND INTENDED USE HEQ: The First Integrated Framework Combining Governance Architecture, Measurement, and Organizational Deployment This framework addresses a critical enterprise gap: organizations need to measure AI collaboration capability, but no structured methodology exists. HEQ provides auditable structure […]
AI as a Mirror to Humanity
Do What We Say, Not What We Do (PDF) Preamble: AI Bias and the WEIRD Inheritance AI systems are biased. This is not speculation. This is measured, published, and peer-reviewed. In 2010, researchers at Harvard documented that 96% of subjects in top psychology journals came from Western industrialized nations, which house just 12% of the […]