Google Cloud Certified Generative AI Leader Audio Study Guide & Podcasts

Andrew and Ava break down Retrieval-Augmented Generation—prebuilt vs custom on Vertex AI Search—and the uncomfortable truth about hallucinations: there’s no single fix. Includes exam traps, governance gotchas, and a small amount of emotional damage.

Andrew and Ava break down grounding sources (1st-party, 3rd-party, world data) and foundation model limitations—plus the classic exam traps that make you doubt reality.

Andrew and Ava break down Vertex AI’s Model Garden & AutoML, then zoom out to Secure AI and SAIF—what they actually mean, what the exam tries to trick you into missing, and how not to faceplant on “production-ready” and “we’re compliant because Google is.”

Andrew and Ava break down what “business strategy” really means for GenAI on the Google Cloud Generative AI Leader exam: responsible AI governance that’s operational (not vibes), and picking foundation models based on modality, size, and adaptation (not ego). Plus: exam traps, keyword tells, and how not to get bodied by “best answer.”