Why algorithmic sovereignty should be India’s top priority, Pg7

Key Highlights:

• An AI system exhibited bias towards Western interpretations of international law, specifically regarding maritime activities in Exclusive Economic Zones (EEZ).
• The AI initially deemed the sinking of an Iranian frigate by a U.S. submarine in Sri Lanka's EEZ as "not illegal," reflecting Western naval doctrine.
• India and many Global South nations hold a different interpretation of UNCLOS, requiring coastal-state consent for foreign military activities in an EEZ.
• The article emphasizes the need for India to develop its own sovereign AI stack to avoid dependence on foreign algorithms and data architectures.

Detailed Insights:

• Article 58 of UNCLOS is interpreted differently by the U.S. and Global South regarding freedom of navigation and military activities in an EEZ.
• The AI's bias stems from its training data, which is disproportionately Western in authorship, perspective, and institutional origin.
• The incident involving the IRIS Dena highlights the increasing influence of algorithmic interpretation in shaping perceptions of international law and acceptable conduct.
• India faces a choice between adopting the 'U.S. AI stack', the 'China AI stack', or pursuing a 'sovereign Indian stack' to maintain strategic autonomy.
• Reliance on foreign foundational models carries risks of digital colonialism, where foreign algorithms govern data flows and mediate knowledge production.
• Building a sovereign AI stack requires investment in domestic compute, indigenous training data, secure data infrastructure, and models that prioritize Indian languages and realities.
• Failure to develop its own models and data architectures will leave India's narratives increasingly shaped by external entities.

Key Concepts Involved:

• Exclusive Economic Zone (EEZ): A sea zone prescribed by the UNCLOS where a state has special rights regarding the exploration and use of marine resources.
• UNCLOS (United Nations Convention on the Law of the Sea): An international agreement that establishes a legal framework for all marine and maritime activities.
• Algorithmic Sovereignty: The ability of a nation to control and shape the algorithms and data architectures that govern its digital infrastructure and knowledge production.