Chapter GENAI-LEADER foundational tier

Generative AI Leader

Editor's note — A study companion for the Generative AI Leader exam — every domain rebuilt from scratch, with worked practice questions and an exam-grade timed simulation.

60 questions 90 minutes threshold 700/1000 4 domains official guide

begin — Practice Twenty questions, untimed, with full explanations after every answer. begin — Mock Examination 60 questions in 90:00, timed, scored.

4 domains · 16 topics

I. Generative Ai Fundamentals 25% weight

Generative AI vs. Traditional ML Transformer Models and LLMs Prompt Engineering Fundamentals Hallucinations and Model Limitations

II. Google Cloud Genai Solutions 30% weight

Gemini Models and Capabilities Vertex AI for Generative AI Gemini for Google Workspace Consumer, Productivity, and Enterprise GenAI

III. Genai Optimization Implementation 20% weight

Grounding and Retrieval-Augmented Generation Prompt Optimization Techniques Model Tuning and Fine-tuning Model Evaluation and Selection

IV. Business Strategy Responsible Ai 25% weight

GenAI Adoption Strategy Responsible AI and the Secure AI Framework (SAIF) Data Governance for Generative AI Measuring GenAI Business Value