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AI Concepts and FoundationshardMultiple ChoiceObjective-mapped

AI0-001 AI Concepts and Foundations Practice Question

Exhibit

Refer to the exhibit.
```
{
  "PolicyName": "AIInferencePolicy",
  "Version": "2024-10-01",
  "Rules": [
    {
      "Action": "Allow",
      "Model": "llama-3-70b",
      "MaxTokens": 2048,
      "Temperature": 0.7,
      "RateLimit": 100,
      "TimeWindow": "1 hour"
    },
    {
      "Action": "Deny",
      "Model": "*",
      "Reason": "Unapproved model"
    }
  ]
}
```

A company uses the above policy to control AI model access. A data scientist tries to run inference with model "llama-3-70b" at 150 requests in 30 minutes. What will happen?

⚠ Common exam trap

The trap here is that candidates often misinterpret the rate limit as a per-minute value (like 100 per minute) rather than the stated 100 per 30 minutes, leading them to incorrectly select Option B.

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

The first 100 requests are allowed; the remaining 50 are denied

The policy allows up to 100 requests per 30 minutes for models in the allowed list, and 'llama-3-70b' is in that list. The rate limit is applied per 30-minute window, not per minute, so the first 100 requests are allowed, and the remaining 50 exceed the limit and are denied.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • All requests are allowed because the model is in the allowed list

    Why it's wrong here

    The rate limit still applies and is exceeded.

  • All requests are denied because the rate limit is per minute and 150 exceeds the limit

    Why it's wrong here

    The rate limit is per hour, not per minute.

  • The first 100 requests are allowed; the remaining 50 are denied

    Why this is correct

    The rate limit allows 100 requests per hour; exceeding requests are denied.

  • All requests are denied because the second rule blocks all models

    Why it's wrong here

    The second rule is a catch-all for unapproved models, but llama-3-70b is explicitly allowed.

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Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

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