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Stakeholder groups have produced various guidelines on ethical Artificial Intelligence (AI) in recent years. However, translating principles into practice continues to be a massive challenge, as AI markets expand and AI risks are heightened. AI audits—or the process of investigating an algorithm against existing regulations and known harms—are emerging as a way of bridging the gap between principle and practice. This paper scans the landscape

The public attribution of a cyber incident—undertaken coherently and underscored by robust decision-making—can be a useful tool for national security. India, thus far, has not publicly attributed any international cyber incident to a specific private perpetrator or nation-state. Studying the models framed by scholars based in other jurisdictions, this brief offers suggestions on how India can approach the issue of public attribution of cybera