AI-102 Plan and manage an Azure AI solution Practice Question
Exhibit
{
"name": "MyProject",
"kind": "Conversation",
"settings": {
"confidenceThreshold": 0.7,
"multipleIntents": false
},
"intents": [
{"name": "Greeting", "utterances": ["hi", "hello"]},
{"name": "OrderStatus", "utterances": ["where is my order", "order status"]}
]
}Refer to the exhibit. You deployed a Conversational Language Understanding (CLU) project. A user says 'hi, where is my order?' The model returns a single intent 'Greeting' with confidence 0.85. You need the model to detect both intents. What should you change?
⚠ Common exam trap
Candidates often confuse the confidenceThreshold parameter with the mechanism for returning multiple intents, assuming lowering the threshold will surface additional intents, when in fact the multipleIntents flag must be enabled first.
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
✓
Set 'multipleIntents' to true.
The Conversational Language Understanding (CLU) service supports multi-intent detection only when the 'multipleIntents' flag is explicitly set to true in the project settings. By default, CLU returns only the highest-confidence intent; enabling this flag allows the model to return all intents whose confidence exceeds the threshold, enabling detection of both 'Greeting' and 'OrderStatus' from a single utterance.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Lower the confidenceThreshold to 0.5.
Why it's wrong here
Threshold affects confidence, but multipleIntents must be enabled.
- ✗
Add more utterances to the 'OrderStatus' intent.
Why it's wrong here
More utterances improve accuracy but do not enable multiple intents.
- ✓
Set 'multipleIntents' to true.
Why this is correct
Enabling multipleIntents allows the model to return multiple intents.
- ✗
Change the project kind to 'Orchestration'.
Why it's wrong here
Orchestration is used for routing, not for multiple intents in one utterance.
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