Which of the following BEST describes the role of transparency in AI?

The correct answer is C. Explaining the AI system in an understandable and logical way so reasons for decisions can be. Transparency in AI means that stakeholders - including affected individuals, auditors, and regulators - can understand why the AI made a particular decision. Option C captures this precisely: the emphasis is on explainability and comprehensibility of reasoning. Option B…

AI Security Strategy and Governance

Question

Options

ATalking through a decision tree to better understand how the algorithm made each of its choices
BPublishing AI mechanisms, data sources, and decision-making processes while making them
CExplaining the AI system in an understandable and logical way so reasons for decisions can be
DPersuading someone that the AI tool in use is beneficial and operates as expected

How the community answered

(47 responses)

A
2% (1)
B
2% (1)
C
91% (43)
D
4% (2)

Explanation

Transparency in AI means that stakeholders - including affected individuals, auditors, and regulators - can understand why the AI made a particular decision. Option C captures this precisely: the emphasis is on explainability and comprehensibility of reasoning. Option B describes openness or disclosure (publishing mechanisms and data sources), which is a related but distinct concept called 'openness.' Option A describes walking through a decision tree, which is one technique for explainability but not a definition of transparency itself. Option D describes persuasion, which is not transparency at all.

Topics

#AI Transparency#Explainable AI#AI Governance#AI Ethics

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