WAIG Foundation
WAIG Academy - Learning Platform

Large Language Models (LLM) & Generative AI

RAG, agents, prompt engineering, and LLM assurance

Comprehensive LLM track covering architecture, retrieval-augmented generation, agent orchestration, evaluation, and production guardrails for enterprise and sovereign deployments.

Supports sovereign AI and enterprise copilot deployments documented in WAIG research and case studies.

Course introduction

Plays a spoken introduction for Large Language Models (LLM) & Generative AI using your browser voice (course-specific script).

Infographic

Large Language Models (LLM) & Generative AI infographic

Lessons are locked until you enroll with a verified work email and activate your WAIG Academy - Learning Platform account.

Module 1: Transformer architecture and LLM capabilities at a practical level

  • Transformer architecture and LLM capabilities at a practical level45m

Module 2: Prompt engineering, system prompts, and context management

  • Prompt engineering, system prompts, and context management50m

Module 3: RAG design — chunking, embeddings, citation, and hallucination control

  • RAG design: chunking, embeddings, citation, and hallucination control55m

Module 4: Agent frameworks, tool use, and human approval workflows

  • Agent frameworks, tool use, and human approval workflows60m

Module 5: LLM evaluation — benchmarks, safety testing, and regression suites

  • LLM evaluation: benchmarks, safety testing, and regression suites45m

Module 6: OWASP LLM Top 10 — prompt injection, data leakage, supply chain

  • OWASP LLM Top 10 — prompt injection, data leakage, supply chain50m