AI-103 Implement Generative AI And Agentic Solutions Practice Question
You are configuring automatic evaluation in Azure AI Foundry using the groundedness metric. The evaluation pipeline requires a source context and an LLM-generated response. What does the groundedness metric assess?
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
✓
Whether the generated response is derived exclusively from the source context without unsupported claims
The groundedness metric measures whether the model's generated answers can be verified solely from the provided source context, detecting hallucinations.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Whether the generated response is derived exclusively from the source context without unsupported claims
Why this is correct
Groundedness checks for hallucinations by verifying that statements in the answer are supported by the retrieval context.
- ✗
The cost per token consumed during inference
Why it's wrong here
Cost tracking evaluates token economics, not factual adherence to text.
- ✗
The sentiment and tone of the user prompt
Why it's wrong here
Sentiment analysis evaluates emotional tone, not source attribution.
- ✓
The speed and latency of the model response in milliseconds
Why this is correct
Latency measures performance speed, not groundedness or factuality.
About these practice questions
Courseiva writes every AI-103 question from scratch — 510 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Microsoft exam blueprint
This AI-103 practice question is part of Courseiva's free Microsoft 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 AI-103 exam.