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Quiz: Designing AI Agents and Expert Roles

Test your understanding of designing ai agents and expert roles with these review questions.

1. Which definition best describes AI Agent?

  1. The perspective and responsibility assigned to an agent, defining the kind of contribution it should make.
  2. Information retained across steps or sessions so an agent can use earlier facts, decisions, or results.
  3. Explicit limits on an agent’s allowed actions, data access, claims, decisions, and escalation authority.
  4. An AI participant that receives a defined role, goal, context, and boundaries, then performs assigned evaluation work with a specified degree of autonomy.
Show Answer

The correct answer is D. An AI participant that receives a defined role, goal, context, and boundaries, then performs assigned evaluation work with a specified degree of autonomy. Recognizing the precise definition prevents the term from being substituted for a nearby but different idea. The alternatives instead point toward Agent Role, Agent Memory, Agent Boundaries, or detach the concept from the evidence and decision it is meant to support. Keeping those ideas distinct helps the team state its method, claim, and limits explicitly.

Concept Tested: AI Agent

See: AI Agent

2. Which definition best describes Persona Agent?

  1. The task-specific rules an agent follows, covering required actions, prohibited actions, evidence use, escalation, and the result it must return.
  2. The defined result an agent must return, including its content, structure, evidence, and destination.
  3. An agent assigned relevant professional expertise and criteria to critique an asset independently of customer personas.
  4. An agent instructed to evaluate an asset from one defined customer profile while preserving that profile’s viewpoint.
Show Answer

The correct answer is D. An agent instructed to evaluate an asset from one defined customer profile while preserving that profile’s viewpoint. Recognizing the precise definition prevents the term from being substituted for a nearby but different idea. The alternatives instead point toward Agent Instructions, Agent Output, Expert Reviewer Agent, or detach the concept from the evidence and decision it is meant to support. Keeping those ideas distinct helps the team state its method, claim, and limits explicitly.

Concept Tested: Persona Agent

See: Persona Agent

3. Which statement best explains Agent Goal in this chapter's research context?

  1. It refers to this idea: The outcome an agent is expected to pursue when completing its assigned task.
  2. It refers to this idea: The defined result an agent must return, including its content, structure, evidence, and destination.
  3. It refers to this idea: A neutral facilitator agent that asks questions, manages participation, and summarizes discussion without deciding the preferred answer.
  4. It refers to this idea: An expert agent that compares an offer with alternatives using equivalent evidence and clearly stated comparison criteria.
Show Answer

The correct answer is A. The outcome an agent is expected to pursue when completing its assigned task. The option explains the concept's function, not merely a tool or output associated with it. The alternatives instead point toward Agent Output, Moderator Agent, Competitive Analyst Agent, or detach the concept from the evidence and decision it is meant to support. Keeping those ideas distinct helps the team state its method, claim, and limits explicitly.

Concept Tested: Agent Goal

See: Agent Goal

4. Which statement best explains Agent Autonomy in this chapter's research context?

  1. It refers to this idea: An agent instructed to evaluate an asset from one defined customer profile while preserving that profile’s viewpoint.
  2. It refers to this idea: The degree to which an agent may choose actions or next steps without requesting human approval.
  3. It refers to this idea: An expert agent that examines whether an asset supports the intended positioning, promise, personality, and long-term brand direction.
  4. It refers to this idea: An expert agent that interprets choices through behavior, motivation, friction, habit, and decision-context principles.
Show Answer

The correct answer is B. The degree to which an agent may choose actions or next steps without requesting human approval. The option explains the concept's function, not merely a tool or output associated with it. The alternatives instead point toward Persona Agent, Brand Strategist Agent, Behavioral Expert Agent, or detach the concept from the evidence and decision it is meant to support. Keeping those ideas distinct helps the team state its method, claim, and limits explicitly.

Concept Tested: Agent Autonomy

See: Agent Autonomy

5. Which statement best explains Moderator Agent in this chapter's research context?

  1. It refers to this idea: An agent tasked with challenging claims, evidence, and assumptions to reveal weaknesses that agreeable reviewers may miss.
  2. It refers to this idea: A neutral facilitator agent that asks questions, manages participation, and summarizes discussion without deciding the preferred answer.
  3. It refers to this idea: An expert agent that examines hierarchy, composition, color, typography, imagery, and usability in a visual asset.
  4. It refers to this idea: The perspective and responsibility assigned to an agent, defining the kind of contribution it should make.
Show Answer

The correct answer is B. A neutral facilitator agent that asks questions, manages participation, and summarizes discussion without deciding the preferred answer. The option explains the concept's function, not merely a tool or output associated with it. The alternatives instead point toward Skeptic Agent, Visual Design Critic, Agent Role, or detach the concept from the evidence and decision it is meant to support. Keeping those ideas distinct helps the team state its method, claim, and limits explicitly.

Concept Tested: Moderator Agent

See: Moderator Agent

6. A marketing team encounters this situation: A team wants to operationalize this requirement during a persona test: An agent assigned relevant professional expertise and criteria to critique an asset independently of customer personas. Which concept should guide its interpretation?

  1. Copywriting Expert Agent
  2. AI Agent
  3. Expert Reviewer Agent
  4. Agent Context
Show Answer

The correct answer is C. An agent assigned relevant professional expertise and criteria to critique an asset independently of customer personas. The situation calls for this concept because its defining purpose matches the action or evidence described. The alternatives instead point toward Copywriting Expert Agent, AI Agent, Agent Context, or detach the concept from the evidence and decision it is meant to support. Keeping those ideas distinct helps the team state its method, claim, and limits explicitly.

Concept Tested: Expert Reviewer Agent

See: Expert Reviewer Agent

7. A marketing team encounters this situation: A team wants to operationalize this requirement during a persona test: The task-specific rules an agent follows, covering required actions, prohibited actions, evidence use, escalation, and the result it must return. Which concept should guide its interpretation?

  1. Consumer Research Agent
  2. Agent Instructions
  3. Agent Context
  4. Agent Autonomy
Show Answer

The correct answer is B. The task-specific rules an agent follows, covering required actions, prohibited actions, evidence use, escalation, and the result it must return. The situation calls for this concept because its defining purpose matches the action or evidence described. The alternatives instead point toward Consumer Research Agent, Agent Context, Agent Autonomy, or detach the concept from the evidence and decision it is meant to support. Keeping those ideas distinct helps the team state its method, claim, and limits explicitly.

Concept Tested: Agent Instructions

See: Agent Instructions

8. A marketing team encounters this situation: A team wants to operationalize this requirement during a persona test: The task-relevant facts, source material, and prior state made available to an agent for one assignment. Which concept should guide its interpretation?

  1. Agent Goal
  2. Agent Output
  3. Moderator Agent
  4. Agent Context
Show Answer

The correct answer is D. The task-relevant facts, source material, and prior state made available to an agent for one assignment. The situation calls for this concept because its defining purpose matches the action or evidence described. The alternatives instead point toward Agent Goal, Agent Output, Moderator Agent, or detach the concept from the evidence and decision it is meant to support. Keeping those ideas distinct helps the team state its method, claim, and limits explicitly.

Concept Tested: Agent Context

See: Agent Context

9. Which analysis most accurately distinguishes Agent Memory from Agent Tools?

  1. Agent Memory and Agent Tools are interchangeable labels for exactly the same practice.
  2. Agent Memory concerns Permitted capabilities an agent can use to retrieve information, calculate results, or act on external systems; Agent Tools concerns Information retained across steps or sessions so an agent can use earlier facts, decisions, or results.
  3. Agent Memory concerns Information retained across steps or sessions so an agent can use earlier facts, decisions, or results; Agent Tools concerns Permitted capabilities an agent can use to retrieve information, calculate results, or act on external systems.
  4. The distinction depends only on which software product the team selects.
Show Answer

The correct answer is C. Information retained across steps or sessions so an agent can use earlier facts, decisions, or results. The comparison preserves each concept's distinct purpose instead of reversing or collapsing the two meanings. The alternatives instead point toward Agent Tools, Persona Agent, Brand Strategist Agent, or detach the concept from the evidence and decision it is meant to support. Keeping those ideas distinct helps the team state its method, claim, and limits explicitly.

Concept Tested: Agent Memory

See: Agent Memory

10. Which analysis most accurately distinguishes Agent Boundaries from Agent Autonomy?

  1. Agent Boundaries concerns Explicit limits on an agent’s allowed actions, data access, claims, decisions, and escalation authority; Agent Autonomy concerns The degree to which an agent may choose actions or next steps without requesting human approval.
  2. Agent Boundaries and Agent Autonomy are interchangeable labels for exactly the same practice.
  3. Agent Boundaries concerns The degree to which an agent may choose actions or next steps without requesting human approval; Agent Autonomy concerns Explicit limits on an agent’s allowed actions, data access, claims, decisions, and escalation authority.
  4. The distinction depends only on which software product the team selects.
Show Answer

The correct answer is A. Explicit limits on an agent’s allowed actions, data access, claims, decisions, and escalation authority. The comparison preserves each concept's distinct purpose instead of reversing or collapsing the two meanings. The alternatives instead point toward Agent Autonomy, Skeptic Agent, Visual Design Critic, or detach the concept from the evidence and decision it is meant to support. Keeping those ideas distinct helps the team state its method, claim, and limits explicitly.

Concept Tested: Agent Boundaries

See: Agent Boundaries