AI Data Integrity: The Foundation of Trustworthy Intelligence

https://aiworldjournal.com/ai-data-integrity-the-foundation-of-trustworthy-intelligence/

🔒 AI Data Integrity: Trustworthy Intelligence Foundation 1 source This document, published by AI World Journal, presents an article emphasizing the vital role of data integrity in building reliable and ethical AI systems. The author highlights how accuracy, completeness, consistency, traceability, and security of data are fundamental, arguing that without this foundation, even advanced AI can produce biased or flawed outcomes. The piece also discusses the significance of data integrity for compliance and regulation and for fostering trust and adoption of AI technologies, while acknowledging challenges such as data silos and human error. It concludes by recommending best practices like data governance frameworks and regular auditing to safeguard data integrity in AI.