Category: Expert Articles

This section contains dedicated contributions from ODBMS.ORG’s Panel of Experts.

Compliance You Cannot Demonstrate Is Compliance You Do Not Have: Willy Tadema on EN 18286, AI Standards, and What the AI Act Actually Requires

Q1. The publication of EN 18286 — the AI Quality Management System standard — is a significant milestone for organizations trying to operationalize the requirements of the EU AI Act. For a Chief Risk...

The Hybrid Mind: Joseph X. Ng on Human-AI Convergence, the OODA-F Loop, and Why Responsible AI Must Be Structurally Designed — Not Declared

Q1. What failure occurs when AI-assisted decision-making operates without an explicit Feedback layer? The specific failure mode is what I call loop erosion: the system continues to optimize under the assumption that real-world consequences...

From the Semantic Web to Agentic AI: Ora Lassila on Knowledge Graphs, LLMs, and the Architecture of Machine Understanding

Q1. In 2001, you co-authored the original Semantic Web paper with Tim Berners-Lee and Jim Hendler — a vision for web content that would be meaningful to computers and would enable AI agents to act on...

Data Without Borders: Luciano Brustia on Health Interoperability, Government Data Sharing, and the Real Challenges of Digital Transformation in Southeast Asia

Q1. You have been working across Asia for nearly 20 years, helping healthcare systems in more than 30 countries connect fragmented data into something coherent and usable. Indonesia’s healthcare transformation has been described as...