Precision Auditing: Methodologies for Expert-in-the-Loop Verification of Retrieval-Augmented Generation (RAG) Systems

By Joydeep Sarkar, of Wipro Ltd Abstract Retrieval-Augmented Generation (RAG) has emerged as the industry standard for grounding Large Language Model (LLM) outputs in proprietary data; yet, the persistence of “grounded hallucinations”, wher…

What the OpenAI-Hugging Face Breach Reveals About AI Governance Failures

By Holt Hackney A series of recent AI security lapses, including the OpenAI-Hugging Face incident, is raising a broader governance question: Can technology companies adequately oversee the increasingly powerful AI systems they develop, or will […]

The Resolution Boundary Problem: The Missing Link Between AI Governance and Real World Execution

By Ashokkumar Ganesan, AI Governance & Decision Architecture Executive Summary Enterprises today are investing heavily in AI governance: policies, principles, committees, risk frameworks, and compliance programs. Yet AI systems continue to fail in …

Researchers: CIOs Should Define Enterprise Architect Roles More Clearly

By Holt Hackney Organizations should define the enterprise architect role more narrowly and tie it to measurable business outcomes, according to new research from Info-Tech Research Group. The research firm said many organizations continue to […]