1 Generative AI Fundamentals and Model Families (GANs, VAEs, Transformers, Diffusion) Weight not published

2 Prompt Engineering, Fine-Tuning, and Alignment Techniques Weight not published

3 Evaluation, Hallucination Mitigation, and Output Validation Weight not published

4 Enterprise Applications and Integration Patterns (RAG, Agents, Workflows) Weight not published

5 Risks, Governance, Copyright, and Responsible Deployment of Generative Systems Weight not published

Question TypesMultiple Choice, Project-based Assessment

FormatTraining + exam or direct exam; some tracks emphasize hands-on projects and portfolios

Online ProctoringAvailable

ID RequirementsValid ID for proctored exams; IABAC portal account.

RenewalRequired -- Renewal every 3 years via CPD, re-examination, or approved activities per IABAC guidelines.

Retake PolicyRetake policies are defined per program/exam; ATPs often provide discounted retakes after additional training.

LanguagesEnglish

Generative AI Specialist (GAIS) (GAIS – AI3140) Exam Blueprint