Which term refers to systems that often fail in unexpected ways when applied beyond their narrow boundaries of intended use?

Get ready for the GARP Risk and AI Exam with flashcards and multiple choice questions. Each question comes with hints and explanations. Prepare for success!

Multiple Choice

Which term refers to systems that often fail in unexpected ways when applied beyond their narrow boundaries of intended use?

Explanation:
Systems that fail unpredictably when used outside their intended boundaries exhibit brittleness. When a design or model works only under a narrow set of conditions, any deviation—different inputs, altered environment, or unexpected use—can cause errors or crashes that weren’t anticipated. Brittleness captures that fragility: the more a system relies on specific assumptions, the more sensitive it becomes to changes beyond those assumptions. For example, software that handles only perfectly formatted data may crash or misbehave when faced with slight input variations. In contrast, inscrutability refers to something being hard to understand, recursion is a self-referential method, and binary search is a specific search algorithm; none of these describe the fragility that arises from operating outside designed boundaries.

Systems that fail unpredictably when used outside their intended boundaries exhibit brittleness. When a design or model works only under a narrow set of conditions, any deviation—different inputs, altered environment, or unexpected use—can cause errors or crashes that weren’t anticipated. Brittleness captures that fragility: the more a system relies on specific assumptions, the more sensitive it becomes to changes beyond those assumptions. For example, software that handles only perfectly formatted data may crash or misbehave when faced with slight input variations. In contrast, inscrutability refers to something being hard to understand, recursion is a self-referential method, and binary search is a specific search algorithm; none of these describe the fragility that arises from operating outside designed boundaries.

Subscribe

Get the latest from Examzify

You can unsubscribe at any time. Read our privacy policy