Author

A. Narayanan

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Jul 2026

Recursive Governance: A Graph-Theoretic Framework for Risk Propagation and Drift Detection in Agentic AI Systems

A dynamic Inventory-as-Code (IaC) governance loop is proposed that treats the model inventory as a living architectural component rather than a periodic documentation artifact and introduces a calibrated Degree of Autonomy (DoA) materiality score with an explicit, taxonomized tool-complexity weighting scheme that addre...

Sriram Nagaraj, A. Narayanan · arXiv.org · 0 citations

Preprint Aug 2026

BOCoDe: Engineering-Centered Benchmarking for Bayesian Optimization

BOCoDe is introduced, an open-source, PyTorch-native benchmark comprising 307 BBO problems, including 159 engineering design tasks and widely used synthetic and HPO benchmarks that establish a reproducible and extensible foundation for developing and evaluating BO methods that better reflect the demands of engineering...

Rosen Yu, Christophe Hatterer, A. Narayanan et al. · 0 citations