Prevention & Reliability
NIST AI RMF vs ISO/IEC 42001: How the Frameworks Fit Together
Discover how AI governance frameworks like NIST AI RMF and ISO/IEC 42001 enhance risk management and certification for your AI projects.
16 MIN READ
The AI Failure Library
Blog
Analysis and engineering practice from the AI Failure Library, written against the cases in the record rather than around them.
Recent articles
Prevention & Reliability
How to Build an AI Risk Register That Teams Actually Use
Create a dynamic AI risk register to manage potential harms effectively. Map systems, assign owners, and ensure prompt reviews with our NIST-aligned guide.
21 MIN READ
Tools & Evaluation
AI Quality Assurance: Tests, Thresholds, and Evidence That Matter
Discover essential strategies for effective AI quality assurance. Learn to measure, monitor, and ensure your AI system's reliability today!
12 MIN READ
AI Risk Fundamentals
Prompt Injection Explained: Direct, Indirect, and Agentic Risk
Protect your systems from prompt injection attacks. Learn key strategies and best practices to enhance security against this exploit.
16 MIN READ
Prevention & Reliability
Data Governance for AI Reliability: Provenance, Access, and Change Control
Master data governance for AI to ensure trustworthy models. Learn key steps to manage data sources, access, and changes effectively.
23 MIN READ
Prevention & Reliability
Human in the Loop: A Design Guide for High-Risk AI Decisions
Explore how the human in the loop approach enhances AI systems. Discover key benefits and strategies for effective human-AI collaboration.
26 MIN READ
Prevention & Reliability
NIST AI RMF: A Practical Implementation Guide for AI Teams
Discover how to implement the NIST AI RMF effectively. Learn to assess risks, enhance AI deployment, and ensure cross-functional collaboration.
17 MIN READ