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Generative AI Leader Practice Question: Which THREE of the following are generative AI…
Which THREE of the following are generative AI modalities supported by Google Cloud services?
⚠ Common exam trap
Google Cloud exams often test the distinction between core generative AI modalities (text, code, image) and other AI services (like tabular data generation) that are not considered primary generative AI capabilities in the context of Vertex AI foundation models. Note that speech generation is a real generative capability on Google Cloud, so the question must clearly ask for THREE to make text/code/image the intended answer.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Image generation
Option A (Image generation) is correct because Google Cloud's Vertex AI supports image generation through models such as Imagen, which produce images from text prompts. Option B (Code generation) is correct because Vertex AI offers Codey and Gemini models that generate, complete, and explain code. Option C (Text generation) is correct because Vertex AI's PaLM, Gemini, and other large language models generate and summarize text. Option E (Speech generation) is also a genuine generative AI capability on Google Cloud via Vertex AI Text-to-Speech (Chirp voices), but since the question asks for THREE, the intended core modalities are text, code, and image. Option D (Tabular data generation) is not a core generative AI modality offered by Google Cloud's generative AI services.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Image generation
Why this is correct
Image generation is a core generative AI modality on Google Cloud, delivered through Vertex AI's Imagen models. It satisfies the stem's requirement by producing novel visual content from text prompts, rather than merely classifying or analysing existing images. This confirms it as one of the three supported modalities.
- ✓
Code generation
Why this is correct
Codey and Gemini models on Vertex AI generate and complete source code from natural-language prompts, a supported Google Cloud modality. This satisfies the question by confirming code generation as one of the three valid generative capabilities.
- ✓
Text generation
Why this is correct
Text generation is a core generative AI modality on Google Cloud, delivered through Vertex AI's Gemini models and the PaLM API. It satisfies the stem's requirement by producing novel natural-language content rather than merely classifying or embedding existing text, making it one of the three supported modalities.
- ✗
Tabular data generation
Why it's wrong here
Google Cloud does not have a dedicated service for generative tabular data.
- ✗
Speech generation
Why it's wrong here
Chirp is for speech recognition, not generation.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This Generative AI Leader practice question is part of Courseiva's free Google Cloud certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the Generative AI Leader exam.