25 citations
2 papers
cs.CY2026
A federated architecture for sector-led AI governance: lessons from India
Avinash Agarwal, Manisha J. Nene
Purpose: India has adopted a vertical, sector-led AI governance strategy. While promoting innovation, such a light-touch approach risks policy fragmentation. This paper aims to pro…
cs.CY2025★ 25 cited
A five-layer framework for AI governance: integrating regulation, standards, and certification
Avinash Agarwal, Manisha J. Nene
Purpose: The governance of artificial iintelligence (AI) systems requires a structured approach that connects high-level regulatory principles with practical implementation. Existi…