Position: Stop Reactively Patching Your Model Every Time and Start Proactive Test-Driven AI Development

Nadine Chang, Maying Shen, Jialiang Wang +2

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…