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 […]

Colorado OIT Names Casey Cook as Principal Director of Enterprise Architecture

The Colorado Governor’s Office of Information Technology has appointed Casey Cook as principal director of enterprise architecture, a newly created leadership position focused on enterprise technology standards, governance and modernization. Cook…

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 …

Large Language Models Are Still Getting Stronger, but Researchers Face New Bottlenecks in Data, Evaluation, and Safety

Over the past few years, progress in large language models has often been associated with a single word: bigger. Larger parameter counts. Larger training datasets. Larger computational budgets. And, with each new generation, stronger performance […]

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 […]

Scaling Trust: Step-Up Authentication and Config-Driven Multi-Tenancy at Partner Scale

By Pankaj Sharma Last year, I was handed a problem that sounded simple on paper: let more partners plug into an authentication platform without weakening the trust model. In practice, this turned into one of […]