Replication Package for undefinedLatency Budgets for Meaningful Human Oversight in Public-Sector AI Governanceundefined

Abstract

This record contains the computational replication package for the article “Latency budgets for meaningful human oversight in public-sector AI governance.” The package includes the simulation code, parameter files, figure-generation scripts, numerical tables underlying the transition-depth and failure-mode figures, a timestamped verification log, and a README with reproduction instructions. The study uses synthetic data only and no personal or administrative microdata. The code implements the computational stress tests reported in the manuscript, including the certification-boundary sweep and the sensing-, latency-, and reachability-limited failure-mode experiments.