AI Assurance , Inc.·Jun 17Why Accountability-Relevant Information Is Indispensable to AI AssuranceWhat the Responsibility OS Lean Proofs Reveal Beyond Audit Trails, Provenance, and Verifiability
AI Assurance , Inc.·Jun 17From ALS to Responsibility OS — Where Is Responsibility Preserved After Human Review Reaches Its…AI governance has long relied on a simple assurance pattern: in the end, a human reviews the decision.
AI Assurance , Inc.·Jun 15Why Responsibility Information Is Heavy: A Lean Formalization of the Distinctions AI Audit Logs…Introduction
AI Assurance , Inc.·Jun 14Order Matters: Responsibility Engineering for AI Audit Trails — Proven in Lean 4A scenario every AI governance team will recognize
AI Assurance , Inc.·Mar 18Why AI Governance Needs “Responsibility Architecture” — Institutional Requirements and the…1. The Phase Shift from Principles to Implementation and Evidence
AI Assurance , Inc.·Jan 25A Review of Prior Research on the Acceptance Structure of Generative Search — Defining Algorithmic…1. Executive Synthesis: Integrating Supply and Demand Perspectives
AI Assurance , Inc.·Jan 24The Locus of “Legitimacy” in AI Accountability: Establishment of the AEO Research Unit and…It is currently observed that the AI Accountability Project is transitioning into a distinct new phase.
AI Assurance , Inc.·Jan 22De Facto Standardization of Science and Responsibility Engineering — Beyond Open Science: The…1. Introduction: Reinventing the Scientific Process
AI Assurance , Inc.·Jan 22When AI Decisions Become More Legitimate Than Human Judgment-Algorithmic Legitimacy Shift(ALS)…In recent years, the social implementation of Artificial Intelligence (AI) has sparked humanistic critiques centering on concepts such as…
AI Assurance , Inc.·Jan 21Beyond a Proven “Defeat”: How the Algorithmic Legitimacy Shift (ALS) and the Ghost Drift Theorem…In our previous article, Cognitive Legitimacy: A Minimax-Risk Definition of When Algorithms Are More Legitimate Than Humans, we established…
