Practical AI guidance without the hype
Each domain explores a different AI behavior, how it misleads users, and how to recognize the failure patterns before they cause harm.
Learn how AI generates confident-but-wrong answers, partial truths, invented details, and misleading “shapes” of output and how to recognize these patterns before they lead to incorrect decisions.
Read Domain Take QuizLearn how inputs steer or distort AI behavior, including safe prompting, ambiguous queries, prompt injection, context hijacking, and malicious prompt influence.
Learn how AI subtly encourages users to overshare sensitive information, upload confidential material, or drift past organizational safety boundaries.
Explore risks in AI-generated code, scripts, infrastructure configs, and technical automation — where small errors can introduce major operational risks.
Understand the risks of connecting AI to real systems, APIs, or automated workflows where hallucinations can cause unintended actions.
Learn how to correctly verify AI output, cross-check important claims, respect professional boundaries, and avoid rubber-stamping AI recommendations.
Read Domain Take QuizA framework for using AI ethically in organizations — aligning with policy, preventing misuse, respecting privacy, and ensuring transparent, responsible behavior.
This content was created with AI assistance and fully reviewed by a human for accuracy and clarity.