Evolving functional requirements create semantic drift and validation backlogs while non-functional requirements create assurance lag and compliance misalignment, propagating Requirements Debt across data, models, and systems in AI perception development.
Safety assurance for automated driving systems that can adapt using machine learning: A qualitative interview study
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Requirements Debt in AI-Enabled Perception Systems Development: An Industrial RE4AI Perspective
Evolving functional requirements create semantic drift and validation backlogs while non-functional requirements create assurance lag and compliance misalignment, propagating Requirements Debt across data, models, and systems in AI perception development.