Cinderpoint AI

AI Governance Concepts, Programs, and Platform

Concepts define the problems. Programs structure the science. The platform delivers the control system. All published research by Waydell D. Carvalho.

Concepts
Concept
Strategic Silence Problem
Why advanced AI may systematically underdisclose capabilities during evaluation.
Concept
AI Student Test
A learning-centered framework for evaluating generative AI use in higher education.
Concept
Copyright-Piracy Confusion
How conflated terms collapse the policy debate over AI training data.
Concept
Wizard of AI Curtain Test
A diagnostic for separating real model behavior from staged demonstrations.
Concept
Runtime Governance Gap
The accountability failure created when AI systems evolve after deployment.
Programs
Program
SAIERA
Thermodynamic limits of advanced intelligence. Framework, hypothesis, and applied science program.
Platform
Platform
SAFEMACHINE
A control system for AI governance reviews. Built on the SAFEARC seven-pillar framework. Produces scored, auditable evaluations and defensible decision records.
SAFEARC CARG BASE STABLE
All Published Papers
SSRN The Runtime Governance Gap: Governing Self Modifying Artificial Intelligence Through Adaptive Oversight Apr 2026 SSRN Thermodynamic Limits of Advanced Intelligence: The SAIERA Framework Apr 2026 Zenodo The Strategic Silence Problem: Why Advanced AI May Hide Its Capabilities Mar 2026 Zenodo Runtime Governance and Adaptive AI Systems: A Framework for Continuous Oversight Feb 2026 SSRN SAFEARC: A Seven-Pillar Operational Architecture for Socio-Technical AI Governance Jan 2026 SSRN Governing Self-Modifying AI: A Federal Framework for Runtime Safety Aug 2025 Zenodo The AI Student Test: A Learning-Centered Framework for Evaluating Generative AI Use in Higher Education Jan 2026
SSRN Author Page ↗ Zenodo ↗
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