Contents
Introduction
With the India AI Impact Summit 2026 adopting the New Delhi Declaration and the Economic Survey 2025–26 emphasizing AI-led productivity, India seeks to democratize AI through inclusive Digital Public Infrastructure (DPI). 
Global AI Alignment and the Emerging Digital Divide
- Global AI governance is increasingly shaped by three dominant models EU’s regulation-first approach, U.S. market-led innovation, and China’s state-driven AI ecosystem.
- This concentration of compute, data and standards risks creating digital neo-colonialism, where the Global South becomes a technology consumer rather than a technology creator.
How Global AI Alignment Risks a Digital Divide
- Compute & Infrastructure Monopoly: Frontier AI development is concentrated among a few corporations controlling GPUs, cloud infrastructure and foundation models. Developing nations remain dependent on imported AI services. Example: GPU concentration.
- Data Colonialism: Global South supplies valuable linguistic and behavioural data while value creation occurs abroad. Domestic innovation and economic gains remain limited. Example: Data extraction.
- Regulatory Exclusion: Global frameworks focus largely on existential AI risks rather than developmental priorities. High compliance costs disadvantage startups in developing countries. Example: Bletchley process.
- Linguistic & Cultural Bias: Large Language Models predominantly reflect English-centric datasets. Indigenous languages and local knowledge systems remain underrepresented. Example: Low-resource languages.
- Strategic Dependence: Dependence on foreign AI ecosystems exposes countries to export controls, sanctions, technology restrictions. Limits strategic autonomy. Example: Semiconductor controls.
- Innovation Inequality: Brain drain, inadequate R&D and limited compute widen the technology gap, countries become perpetual AI consumers. Example: Startup ecosystem.
India’s Digital Public Infrastructure (DPI)
- Democratising AI Infrastructure: Extend India’s successful DPI model (Aadhaar, UPI, DigiLocker, ONDC, Bhashini) into AI. Promote open APIs, interoperability and affordable AI access. Example: India Stack.
- Open-Source Foundational Models: Support multilingual indigenous models through the IndiaAI Mission and BharatGen. Reduce dependence on proprietary AI platforms. Example: BharatGen.
- Trusted Data Commons: Build privacy-preserving public datasets for agriculture, healthcare and education. Enable innovation while ensuring data sovereignty. Example: Bhashini datasets.
- Affordable Compute for Global South: Expand sovereign GPU infrastructure under the ₹10,000-crore IndiaAI Mission. Offer subsidised compute partnerships for developing nations. Example: IndiaAI Compute.
- Inclusive AI Governance: Champion principle-based governance balancing innovation, safety and inclusion. Operationalise India’s AI Governance Guidelines and AI Safety initiatives. Example: Responsible AI.
- Global South Digital Diplomacy: Use G20, GPAI, BRICS, BIMSTEC and the UN to promote interoperable standards, shared datasets and capacity-building. Example: South-South cooperation.
Way Forward
- Institutional: Establish a Global AI Commons under India’s leadership for shared datasets, benchmarks and open models. Example: Trusted AI Commons.
- Technological: Scale open-source multilingual AI and Digital Public Infrastructure exports. Example: Bhashini.
- Economic: Promote AI financing, digital skilling and sovereign cloud partnerships for developing countries. Example: Digital capacity.
- Legal: Advocate transparent, development-oriented global AI norms aligned with SDGs while protecting data sovereignty. Example: UN AI dialogue.
- Geopolitical: Build a Global South AI Alliance for compute sharing, interoperable standards and ethical AI. Example: India–Africa partnership.
- Innovation: Expand AI sandboxes for healthcare, agriculture and education using open-source DPI. Example: Kisan AI.
Conclusion
Echoing Mahatma Gandhi’s principle that “the world has enough for everyone’s need,” India can transform AI into a Global Public Good, ensuring innovation advances equity, sovereignty and shared prosperity.

