nerdexam
Amazon

AIF-C01 · Question #90

Which of the following is a key feature of responsible AI systems?

The correct answer is D. Robustness. Robustness is a key feature of responsible AI systems, ensuring that models perform reliably and consistently even when faced with variations or unexpected inputs.

Submitted by the_admin· Mar 30, 2026Guidelines for Responsible AI

Question

Which of the following is a key feature of responsible AI systems?

Options

  • AData latency
  • BLow cost
  • CHigh throughput
  • DRobustness

How the community answered

(39 responses)
  • B
    5% (2)
  • C
    3% (1)
  • D
    92% (36)

Why each option

Robustness is a key feature of responsible AI systems, ensuring that models perform reliably and consistently even when faced with variations or unexpected inputs.

AData latency

Data latency refers to the delay in data processing and is a performance metric, not a core feature of responsible AI principles.

BLow cost

Low cost is an operational consideration for AI systems, but it is not a defining characteristic of responsible AI itself, which focuses on ethical and societal impact.

CHigh throughput

High throughput is a performance metric indicating the volume of data an AI system can process per unit of time, not a fundamental principle of responsible AI.

DRobustnessCorrect

Robustness in AI systems means that a model maintains its performance and reliability even when encountering noisy, adversarial, or out-of-distribution data, which is essential for trusted and safe operation in real-world scenarios, making it a critical aspect of responsible AI. A robust system is less susceptible to failure or harmful behavior due to minor input changes.

Concept tested: Responsible AI characteristics

Source: https://aws.amazon.com/blogs/machine-learning/building-responsible-ai-systems-with-amazon-sagemaker-clarify/

Topics

#responsible AI#robustness#AI principles#system reliability

Community Discussion

No community discussion yet for this question.

Full AIF-C01 Practice