Whitepapers

Research and system design perspectives from DataMPowered

Filter by Tag

AI architecture bias ethics fairness governance hallucinations systems design

Feb 5, 2026

Why Bias-Free AI Is a Myth

Designing Governed Systems for Human-Centric Intelligence

A comprehensive analysis of how bias permeates AI systems at every stage—from data collection through human interaction—and governance strategies for building accountable, human-centric AI.

18 min read•v1

Read →

AI hallucinations governance

Jan 15, 2026

Hallucinations in Artificial Intelligence

Causes, Risks, and Architectural Strategies for Prevention

A systems-first examination of AI hallucinations, exploring the architectural and organizational strategies to mitigate hallucination risk in production environments.

12 min read•v1

Read →

For media, enterprise, or partnership enquiries, reference the author page.