GENERATIVE AI LEADER EXAM
QUESTIONS AND ANSWERS 2026
VERIFIED.
What is machine learning (ML)? - ANS A subfield of AI where machines learn from data.
What is generative AI? - ANS An ML application focused on creating new content.
What is deep learning? - ANS A subset of ML using neural networks to extract complex
patterns.
What are foundation models? - ANS ML models trained on massive data to gain broad
understanding.
What are large language models (LLMs)? - ANS Foundation models designed to understand
and generate language.
What is structured data? - ANS Organized data, easily searchable, often in databases.
What is unstructured data? - ANS Data without a predefined structure requiring complex
analysis.
What is supervised learning? - ANS Training models on labeled data to predict outputs.
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,What is unsupervised learning? - ANS Using unlabeled data to find groupings and patterns.
What is reinforcement learning? - ANS Learning through feedback to maximize rewards.
What is the Gemini app? - ANS Google’s gen AI chatbot for writing, planning, and
learning.
What is Gemini for Google Workspace? - ANS Gen AI integrated with Gmail, Slides, Meet, and
more.
What is NotebookLM? - ANS A tool that summarizes content and answers questions using
uploads.
What is reusing prompts? - ANS Saving prompts as templates for future use.
What is prompt chaining? - ANS Continuing conversations to maintain context.
What is zero-shot prompting? - ANS Asking the model to perform tasks without examples.
What is few-shot prompting? - ANS Providing multiple examples to guide the AI.
What is role prompting? - ANS Assigning a persona to guide the AI’s response style.
What is grounding in AI? - ANS Linking output to verifiable sources.
What is RAG in prompting? - ANS Retrieving info and generating responses using AI.
What is the Customer Engagement Suite? - ANS Tools to improve customer engagement
using CCaaS.
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, What are conversational agents? - ANS AI chatbots that interact with customers.
What is Agent Assist? - ANS AI support for human contact center agents.
What are conversational insights? - ANS Data insights from customer communication.
What is Vertex AI Search? - ANS An AI tool for search and recommendations.
What is Agentspace? - ANS Tool to build internal AI chat/search agents.
What is ReAct prompting? - ANS Letting LLMs reason and act on queries.
What is CoT prompting? - ANS Using step-by-step examples to guide AI thinking.
What is metaprompting? - ANS Guiding AI to generate or change prompts.
What are extensions in AI tools? - ANS APIs that connect to external services.
What are functions in AI agents? - ANS Defined tasks the AI can perform.
What are plugins in AI agents? - ANS Add-ons that provide extra skills or integrations.
A CEO is hesitant to invest in generative AI because they believe it's just a technology for
building chatbots. Which of the following statements would BEST demonstrate that generative
AI can offer their business much more? - ANS Creating photorealistic images of new product
prototypes based on text descriptions.
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QUESTIONS AND ANSWERS 2026
VERIFIED.
What is machine learning (ML)? - ANS A subfield of AI where machines learn from data.
What is generative AI? - ANS An ML application focused on creating new content.
What is deep learning? - ANS A subset of ML using neural networks to extract complex
patterns.
What are foundation models? - ANS ML models trained on massive data to gain broad
understanding.
What are large language models (LLMs)? - ANS Foundation models designed to understand
and generate language.
What is structured data? - ANS Organized data, easily searchable, often in databases.
What is unstructured data? - ANS Data without a predefined structure requiring complex
analysis.
What is supervised learning? - ANS Training models on labeled data to predict outputs.
@COPYRIGHT ALL RIGHTS RESERVED PAGE 1 OF 18
,What is unsupervised learning? - ANS Using unlabeled data to find groupings and patterns.
What is reinforcement learning? - ANS Learning through feedback to maximize rewards.
What is the Gemini app? - ANS Google’s gen AI chatbot for writing, planning, and
learning.
What is Gemini for Google Workspace? - ANS Gen AI integrated with Gmail, Slides, Meet, and
more.
What is NotebookLM? - ANS A tool that summarizes content and answers questions using
uploads.
What is reusing prompts? - ANS Saving prompts as templates for future use.
What is prompt chaining? - ANS Continuing conversations to maintain context.
What is zero-shot prompting? - ANS Asking the model to perform tasks without examples.
What is few-shot prompting? - ANS Providing multiple examples to guide the AI.
What is role prompting? - ANS Assigning a persona to guide the AI’s response style.
What is grounding in AI? - ANS Linking output to verifiable sources.
What is RAG in prompting? - ANS Retrieving info and generating responses using AI.
What is the Customer Engagement Suite? - ANS Tools to improve customer engagement
using CCaaS.
@COPYRIGHT ALL RIGHTS RESERVED PAGE 2 OF 18
, What are conversational agents? - ANS AI chatbots that interact with customers.
What is Agent Assist? - ANS AI support for human contact center agents.
What are conversational insights? - ANS Data insights from customer communication.
What is Vertex AI Search? - ANS An AI tool for search and recommendations.
What is Agentspace? - ANS Tool to build internal AI chat/search agents.
What is ReAct prompting? - ANS Letting LLMs reason and act on queries.
What is CoT prompting? - ANS Using step-by-step examples to guide AI thinking.
What is metaprompting? - ANS Guiding AI to generate or change prompts.
What are extensions in AI tools? - ANS APIs that connect to external services.
What are functions in AI agents? - ANS Defined tasks the AI can perform.
What are plugins in AI agents? - ANS Add-ons that provide extra skills or integrations.
A CEO is hesitant to invest in generative AI because they believe it's just a technology for
building chatbots. Which of the following statements would BEST demonstrate that generative
AI can offer their business much more? - ANS Creating photorealistic images of new product
prototypes based on text descriptions.
@COPYRIGHT ALL RIGHTS RESERVED PAGE 3 OF 18
