Is the component using AI internally?

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Is the component using AI internally?

Description

Artificial intelligence is an increasingly common approach to realizing software components. However, data-centric models can always hallucinate or behave unexpectedly which represents an uncertainty source.

Literature Reference

Classifications

Category	Option
Location	Behavior
Architectural Element Type	Component
Type	Scenario Uncertainty
Manageability	Fully Reducible
Resolution Time	Design Time
Reducible by ADD	Yes
Impact on Confidentiality	Indirect
Severity of the Impact	Low

Keywords

Component

Example

Using an AI-based component for user identification instead of a heuristics-based approach.

Related Uncertainties

Parent:

#61

Related Uncertainties:

#69, #55