No standards body has defined AI Governance. No regulation locks it. After reviewing every major framework, here is the definition the field is missing. The phrase “AI Governance” appears in international treaties, executive orders, corporate reports, and academic handbooks. More than 40 countries have adopted governance principles through the OECD. The European Union built an […]
Human-AI Collaboration
HAIA: Human Artificial Intelligence Assistant
HAIA stands for Human Artificial Intelligence Assistant, the ecosystem that structures a human’s interaction with AI across every stage of collaboration. This March 2026 white paper by Basil C. Puglisi explains what HAIA is, why it exists, and what problems it addresses. It walks through the three-pillar architecture, each component, the adoption ladder, and the chain of discovery from 2012 to 2026.
Checkpoint-Based Governance (CBG): A Constitutional Framework for Human-AI Collaboration
Human oversight is the phrase everyone uses, and almost nobody defines what it requires. Checkpoint-Based Governance sets four conditions that separate a human who reviewed from a human who decided, and it puts that difference in the record. Read what a checkpoint has to do to count.
GOPEL v1.5: The Non-Cognitive Governance Layer That Automates Without Thinking
What GOPEL Is GOPEL — Governance Orchestrator Policy Enforcement Layer — is the only published, fully disclosed reference implementation of a non-cognitive multi-AI governance architecture anywhere in the world. That claim carries weight because the search for something like it came up empty. In 2025, during the build of the HAIA-RECCLIN governance framework, the need […]
Cross AI Platform Review beyond the RECCLIN Dispatch
A Governance Protocol for Human Orchestration of Parallel Multi-AI Execution From the Author of Governing AI: When Capability Exceeds Control What This Is Eight months of daily work across eleven AI platforms produced one clear lesson: the hardest governance problems in multi-AI work are not inside any single AI. They live in the space between […]
What 34 Reports Actually Told Us About AI: The Truth Behind the Hype, the Proof, and the Path Forward
A synthesis of research from McKinsey, Google, OpenAI, Anthropic, BCG, IBM, Microsoft, WEF, Deloitte, OECD, the Future of Life Institute, and more, compiled and critiqued by a practitioner. The Setup: Why This Matters More Than Another Hot Take Alex Issakova curated and shared a collection of 34 leading AI research reports from the world’s most […]
The U.S. Government Will Need to Seize AI Platforms and Data Centers if We Do Not Act
The Warning, the Override, and the Infrastructure We Have Not Built When Extinction Odds Meet National Security Logic, the Question Is Not Whether Government Acts but How 1. The Warning That Changes State Logic A single probability estimate from a credible pioneer can change the posture of an entire state. Geoffrey Hinton, the 2024 Nobel […]
Measuring Augmented Intelligence
This February 2026 working paper by Basil C. Puglisi introduces Human-AI Collaborative Intelligence (HACI) as the measurement science for augmented intelligence. The Human Enhancement Quotient (HEQ) is its four-dimension instrument, and the Augmented Intelligence Score (AIS) is the standardized composite output. The current version is Measuring the Governance Competence at the Center of AI Literacy.
HAIA-RECCLIN Agent Architecture Specification
This specification by Basil C. Puglisi defines the HAIA-RECCLIN agent, a governance record-keeping system with dispatch and synthesis capabilities for multi-AI collaboration. The agent performs zero cognitive work and serves as a pipe with a logbook across three HAIA operating models. Its append-only audit file of six record types maps to the EU AI Act, the NIST AI Risk Management Framework, and ISO/IEC 42001.
The Human Enhancement Quotient (HEQ)
The Human Enhancement Quotient (HEQ) Enterprise White Paper gives organizations a structured way to measure AI collaboration capability, where today only managerial intuition exists. This Enterprise Pilot Edition by Basil C. Puglisi covers the HEQ dimensions and formula, HEQ5 for organizational deployment, governance architecture, validation evidence, and responsible use in employment decisions.