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AIGP · Question #27

All of the following types of testing can help evaluate the performance of a responsible AI system EXCEPT:

The correct answer is C. Statistical sampling.. Statistical sampling is a data analysis technique rather than a testing method to evaluate responsible AI system performance, unlike risk probability/severity, adversarial robustness, and decision analysis.

AI System Risks

Question

All of the following types of testing can help evaluate the performance of a responsible AI system EXCEPT:

Options

  • ARisk probability/severity.
  • BAdversarial robustness.
  • CStatistical sampling.
  • DDecision analysis.

How the community answered

(15 responses)
  • A
    13% (2)
  • B
    7% (1)
  • C
    73% (11)
  • D
    7% (1)

Explanation

Statistical sampling is a data analysis technique rather than a testing method to evaluate responsible AI system performance, unlike risk probability/severity, adversarial robustness, and decision analysis.

Topics

#AI testing#adversarial robustness#risk assessment#responsible AI

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