Structural signals in
composable AI systems

An empirical survey of six production AI execution frameworks using ensemble divergence methodology identifies eight architectural strengths and four anti-patterns. The survey finds no framework that has integrated control discipline at the architectural level. A theoretical model specifying a control discipline layer is developed from the findings.