Chapter 8

Large Language Model Explanations

You will be able to select explanation methods for fine-tuning, prompting, RAG, and agentic systems, and separate generated rationales from behavioral or trace-based evidence.

• 1. Introduction and Challenges→
• 2. XAI in LLM Fine-Tuning→
• 3. XAI in LLM Prompting→
• 4. XAI in LLM Knowledge Augmentation (RAG)→
• 5. XAI in Agentic AI Systems→