arXiv cs.LG
· Papers
Position: Stop Reactively Patching Your Model Every Time and Start Proactive Test-Driven AI Development
arXiv:2607.20532v1 Announce Type: new Abstract: Many modern AI systems are designed to operate under diverse, open-ended, use-cases. To help generalize deployed systems, many deployed-system maintenance pipelines use a reactive AI flywheel that observes emerging feedback from user behavior (errors) and patches the mode