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.
”Identifying and categorizing challenges in large-scale agile software development projects: Insights from two Swedish companies.” ACM SIGAPP Applied Computing Review 23, no
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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.