3 papers
cs.CY2026
Benchmark-Based Comparative Assessment of Publicly Benchmarked Indian Foundation Models: A Capability and Evaluation-Maturity Framework
Avinash Agarwal, Vridhi Jain
Purpose: Governments increasingly fund indigenous foundation models to strengthen national AI capability, digital sovereignty, and multilingual computing. This paper assesses India…
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.CY2026
Nishpaksh: TEC Standard-Compliant Framework for Fairness Auditing and Certification of AI Models
Shashank Prakash, Ranjitha Prasad, Avinash Agarwal
The growing reliance on Artificial Intelligence (AI) models in high-stakes decision-making systems, particularly within emerging telecom and 6G applications, underscores the urgent…