In class we discussed agentic AI for the upcoming presentation. For agent solutions to work effectively, you need to design the agent to manage the agents to execute the work.

Question

In class we discussed agentic AI for the upcoming presentation. For agent solutions to work effectively, you need to design the              agent to manage the                 agents to execute the work.

BlackTom AI · Accepted Answer

Design a manager agent to coordinate and supervise worker agents.

1) Relevant knowledge points and concepts:
- Agentic AI commonly uses hierarchical roles: a high-level controller (manager/orchestrator) and lower-level executors (workers/task agents). 
- The manager’s responsibilities: set goals, decompose tasks, assign subtasks, prioritize, monitor progress, evaluate results, and provide feedback or recovery steps. 
- Worker agents’ responsibilities: perform assigned subtasks, invoke tools or models, return results, and handle local errors.

2) Step-by-step reasoning:
- The sentence to complete: "For agent solutions to work effectively, you need to design the ______ agent to manage the ______ agents to execute the work."
- The first blank requires a role that manages others (a controller, leader, or manager). The second blank requires the agents that actually execute tasks (workers, task agents, or executors).
- Map each answer option to the blanks:
  - "lead :: generative" — "lead" is plausible but uncommon in this phrasing; "generative" describes a model type (generative) not the executing agent role, so this mismatches.
  - "orchestrator :: task" — "orchestrator" could mean manager, but "task" alone does not name agents; the phrase would need "task agents" or "task workers" for clarity. Grammatically and semantically this option is incomplete.
  - "manager :: worker" — precisely matches the controller/executor roles: manager (manages) and worker (executes).
  - "alpha :: beta" — labels with no standard meaning in agent architecture; not descriptive.

3) No calculations are required; reasoning is conceptual and mapping-based.

4) Why the correct answer is correct:
- "Manager" explicitly denotes the coordinating, supervisory role. "Worker" explicitly denotes agents that execute subtasks. This pair directly corresponds to the intended hierarchy and responsibilities described in agentic AI design.

5) Why other options are incorrect:
- "lead :: generative" mixes a role with a model type, not two complementary agent roles.
- "orchestrator :: task" leaves the second term grammatically incomplete and less precise.
- "alpha :: beta" uses arbitrary labels without established roles.

Conclusion: The correct choice is "manager :: worker," which matches the provided answer.

In class we discussed agentic AI for the upcoming presentation. For agent solutions to work effectively, you need to design the agent to manage the agents to execute the work. 单项选择题

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