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AI provider plurality

Empire of Evidence: Testing Karen Hao’s Claims Against the Governance Infrastructure They Require

March 28, 2026 by Basil Puglisi Leave a Comment

White paper examining Karen Hao Empire of AI claims against AI governance infrastructure including AI Provider Plurality and Economic Override Pattern

A Governance Practitioner’s Examination of the Diary of a CEO Interview and Empire of AI A journalist with engineering training spent eight years investigating the AI industry and concluded that the major companies operate as empires. A governance practitioner who builds open-source infrastructure for the same industry watched the two-hour interview where she made that […]

Filed Under: AI Artificial Intelligence, AI Governance, AI Thought Leadership, Code & Technical Builds, Conferences & Education, Policy & Research, Thought Leadership Tagged With: AI data centers, AI Governance, AI Policy, AI provider plurality, AI Regulation, AlphaFold, checkpoint based governance, data annotation, Diary of a CEO, Economic Override Pattern, Empire of AI, GOPEL, HAIA, HAIA-CAIPR, Karen Hao, multi-AI governance, openai, Responsible AI, Timnit Gebru, Waymo

From AI Policy to Financial System Design What US Dept of Treasury’s AI Innovation Series Actually Signals

March 27, 2026 by Basil Puglisi Leave a Comment

Layered illustration showing policy documents, shared frameworks, and a convening table representing Treasury's AI sequence

Treasury’s March 2026 AI Innovation Series is not a standalone announcement. It is the operational phase of a two-year sequence that now treats AI adoption as a financial stability issue, a competitiveness issue, and a regulatory design issue at the same time. Failure to Adopt Is Now a Risk Category Treasury’s March 20, 2026, announcement […]

Filed Under: AI Artificial Intelligence, AI Governance, AI Thought Leadership, Business, Business Networking, Conferences & Education, Policy & Research, Thought Leadership Tagged With: AI Governance, AI provider plurality, AI risk management framework, Checkpoint-Based Governance, concentration risk, Factics, financial services AI, financial stability, Financial Stability Board, FSOC, GAO AI report, GOPEL, Responsible AI, SEC AI oversight, three-tier governance distinction, Treasury AI Innovation Series, White House AI Action Plan

Open Letter to the White House on the National AI Framework

March 22, 2026 by Basil Puglisi Leave a Comment

White House at dusk with digital infrastructure overlay representing AI governance enforcement architecture

From Basil C. Puglisi, MPAHuman-AI Collaboration Strategist | basilpuglisi.com March 21, 2026 To the Office of Science and Technology Policy, the National Economic Council, and the Members of the 119th Congress Receiving These Recommendations: The White House Legislative Recommendations for Artificial Intelligence establish seven pillars that identify the right priorities: a single federal standard instead […]

Filed Under: AI Artificial Intelligence, AI Governance, AI Thought Leadership, Code & Technical Builds, Policy & Research Tagged With: 119th Congress, AI Governance, AI provider plurality, Checkpoint-Based Governance, Enforcement Infrastructure, Executive Order 14179, Executive Order 14365, Federal AI Policy, GOPEL, multi-AI governance, National AI Framework, VAISA, WEIRD bias, White House

HAIA-RECCLIN: Reasoning and Dispatch

March 17, 2026 by Basil Puglisi 2 Comments

HAIA-RECCLIN Reasoning and Dispatch Third Edition cover showing a human silhouette at the center of governed AI connections, representing human oversight authority across multiple AI platforms

Third Edition for Human AI Governance Get the PDF Here Executive Summary HAIA-RECCLIN is an operational methodology for governing AI output through structured human oversight. It comprises two capabilities: Reasoning, a ten-field output format that forces any AI platform to show its work, cite its sources, score its own confidence, flag its own conflicts, and […]

Filed Under: AI Artificial Intelligence, AI Governance, AI Thought Leadership, Policy & Research, Thought Leadership, White Papers Tagged With: AI Governance Framework, AI oversight, AI provider plurality, AIS, Augmented Intelligence Score, Basil Puglisi, CBG, Checkpoint-Based Governance, Cognitive Agility Speed, Dissent Preservation, enterprise AI, Factics, GOPEL, HAIA-CAIPR, HAIA-RECCLIN, HEQ, Human AI Governance, Human Enhancement Quotient, Human-AI Collaboration, Multi-AI Workflow, Platform Behavioral Profiles, RECCLIN Dispatch, RECCLIN Reasoning, Responsible AI, WEIRD bias

HAIA: Human Artificial Intelligence Assistant

March 13, 2026 by Basil Puglisi 1 Comment

HAIA Ecosystem Architecture diagram showing the three-pillar structure with Factics as the evidentiary foundation on the left, HAIA as the central human-AI collaboration ecosystem containing RECCLIN Reasoning, RECCLIN Dispatch, HAIA-CAIPR, HAIA-Agent, and HAIA-GOPEL in layered order, CBG as human constitutional authority on the right, HEQ/AIS running parallel as a measurement track, HAIA-CORE and HAIA-SMART as content quality tools beneath, and a feedback loop arrow returning from HEQ back to Factics

The Name Given to the Ecosystem for Human-AI Collaboration (PDF) What It Is, Why It Exists, Where It Comes From Executive Summary HAIA stands for Human Artificial Intelligence Assistant. It is the ecosystem that structures a human’s interaction with AI, specifically with large language models, across every stage of collaboration: how the AI is instructed, […]

Filed Under: AI Artificial Intelligence, AI Governance, AI Thought Leadership, Code & Technical Builds, Content Marketing, Data & CRM, Design, Policy & Research, Press Releases, Thought Leadership, White Papers, Workflow Tagged With: AI ethics, AI Governance, AI Policy, AI provider plurality, CAIPR, Checkpoint-Based Governance, Factics, GOPEL, HAIA, HAIA-RECCLIN, HEQ, Human-AI Collaboration, Multi-AI, Responsible AI

The U.S. Government Will Need to Seize AI Platforms and Data Centers if We Do Not Act

March 1, 2026 by Basil Puglisi Leave a Comment

When Extinction Odds Meet National Security Logic, the Question Is Not Whether Government Acts but How

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 […]

Filed Under: AI Artificial Intelligence, AI Governance, AI Thought Leadership, Business, Code & Technical Builds, Mobile & Technology, Policy & Research, Thought Leadership Tagged With: AI Governance, AI Infrastructure, AI Policy, AI provider plurality, AI Regulation, AI safety, Anthropic, Checkpoint-Based Governance, Economic Override Pattern, Federal Policy, Frontier AI, Geoffrey Hinton, GOPEL, Human-AI Collaboration, National Security, openai, Pentagon, Public Infrastructure, Supply Chain Risk, Surveillance

GOPEL: The Code Behind the Policy

February 23, 2026 by Basil Puglisi 2 Comments

GOPEL the Agent Code Giveaway

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 […]

Filed Under: AI Artificial Intelligence, AI Thought Leadership, Code & Technical Builds, Conferences & Education, Data & CRM, Design, Policy & Research, Thought Leadership, White Papers Tagged With: Adversarial Review, AI Infrastructure, AI provider plurality, Checkpoint-Based Governance, GOPEL, HAIA-RECCLIN, Non-Cognitive Constraint, Open Source, provider plurality, Reference Implementation

A Governance Specification for AI Value Formation

February 10, 2026 by Basil Puglisi Leave a Comment

Why AI constitutional authority cannot rest with one person. A governance specification proposing a nine-member committee for AI value formation at Anthropic.

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 […]

Filed Under: AI Artificial Intelligence, AI Thought Leadership, Business, Data & CRM, Digital & Internet Marketing, Thought Leadership, White Papers, Workflow Tagged With: AI constitution, AI ethics, AI Governance, AI provider plurality, AI safety, AI value formation, Amanda Askell, Anthropic, Checkpoint-Based Governance, Claude AI, constitutional committee, epistemic coverage, Geoffrey Hinton, GOPEL, HAIA-RECCLIN, Mrinank Sharma, multi-AI validation, WEIRD bias

Council for Humanity

February 2, 2026 by Basil Puglisi Leave a Comment

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 […]

Filed Under: AI Artificial Intelligence, AI Thought Leadership, Conferences & Education, Events & Local, Thought Leadership, White Papers, Workflow Tagged With: AI Governance, AI provider plurality, AI value formation, Checkpoint-Based Governance, constitutional committee, Council for Humanity, digital resilience, epistemic diversity, GOPEL, HAIA-RECCLIN, national sovereignty, superintelligence defense

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