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AIF-C01 · Question #384

A company wants to integrate an AI solution to contact emergency services within 30 seconds of vehicle crash detection. The company wants to use a pre-trained model without additional training…

The correct answer is B. Model size. Model size directly affects inference speed and latency, which is critical for meeting strict real- time response requirements such as contacting emergency services within 30 seconds using a pre-trained model.

Submitted by layla.eg· Mar 30, 2026Machine Learning Fundamentals

Question

A company wants to integrate an AI solution to contact emergency services within 30 seconds of vehicle crash detection. The company wants to use a pre-trained model without additional training. Which factor should the company prioritize when selecting a model to meet these requirements?

Options

  • AModel customization
  • BModel size
  • CModel cost
  • DModel temperature

How the community answered

(56 responses)
  • A
    4% (2)
  • B
    77% (43)
  • C
    7% (4)
  • D
    13% (7)

Explanation

Model size directly affects inference speed and latency, which is critical for meeting strict real- time response requirements such as contacting emergency services within 30 seconds using a pre-trained model.

Topics

#AI model selection#Model performance#Pre-trained models#Low-latency systems

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