AI RESEARCH
Execution Envelopes: A Shared Admission Contract for Backend AI Execution Requests
arXiv CS.AI
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ArXi:2605.08267v1 Announce Type: cross Enterprise AI backends increasingly admit heterogeneous execution requests across model deployment, inference, evaluation, data movement, and agentic workflows. In many systems, those requests arrive in service-specific shapes, which makes it difficult to attach shared admission-time behavior such as logging, governance hints, resource accounting, authorization-aware policy hooks, and later runtime review without rebuilding the same contract in each subsystem. This paper.