Documented AI Incidents

Understanding why LLMs invent information and how to prevent it.

Retrieval Augmented Generation: architectures, chunking, optimal retrieval.

When AI cites sources that don't exist. Detection and prevention.

How to detect and correct knowledge base drift.

Optimal document splitting for better retrieval.

Metrics and methods to evaluate AI response quality.

Laws, regulations and compliance frameworks governing AI systems.

Risks, safeguards and best practices for safe AI deployment.