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.
Status Quo and Problems of Requirements Engineering for Machine Learning: Results from an International Survey
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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.