AID: A Framework for AI Infrastructure Dynamics

Excerpt

arXiv:2610.04801v2 Announce Type: replace-cross Abstract: A useful model of AI inference infrastructure must specify the system state, the information available to an observer, and the decisions the model is intended to support. We introduce AID (AI Infrastructure Dynamics), a framework for describing this learning problem across coupled physical, computational, networking, and serving processes. The formulation allows structured and variable-size state, asynchronous observations, multiple physi