Sovereign AI
Science & Technology
- PYQs8
- Articles1
Background
Sovereign AI is crucial for national security, economic competitiveness, technological self-reliance, and foreign policy in the digital age. It involves balancing globalization with strategic autonomy in critical technologies, a key aspect of India's future development.
Sovereign AI refers to a nation's ability to develop, control, and utilize artificial intelligence technologies in a manner that aligns with its national interests, security, and economic independence, reducing reliance on foreign-controlled AI systems and infrastructure.
Facts & tables
- Global Policy Shifts
- The US is restricting foreign access to advanced AI models and considering equity stakes in AI companies for national security. Europe is investing in AI compute and promoting 'Buy European' procurement.
- India's Dilemma
- As a large IT services economy lacking frontier AI systems, India must balance leveraging foreign AI for productivity with reducing strategic dependence and managing geopolitical risks.
- Strategic Vulnerability
- Dependence on foreign AI models poses geopolitical risks, drawing parallels to India's deep reliance on China for critical pharmaceutical ingredients.
- Policy Response
- India needs a whole-of-government approach to deepen backward linkages to frontier AI and strengthen forward linkages to global markets, while underwriting risks private firms cannot bear.
| Country/Region | Policy Stance |
|---|---|
| United States | National security focus, restricting foreign access, considering equity stakes in AI firms. |
| Europe | Investing in AI compute, promoting 'Buy European' public procurement, moving from 'regulate first' approach. |
| Argentina | Attracting AI investment through regulatory safe harbours. |
| India | Balancing foreign AI use with building domestic capability, reducing strategic vulnerabilities. |
| Type | Reference |
|---|---|
| Conceptual area | Emerging Information Technologies |
| Conceptual area | Geopolitics & International Conflicts |
| Body | Role |
|---|---|
| Niti Aayog | Assesses policy impact |
| Ministry of External Affairs | Coordinates policy |
| Ministry of Commerce and Industry | Coordinates policy |
| Ministry of Electronics and Information Technology | Coordinates policy |
Prelims angle
Prelims angle: Statement-based questions
Prelims angle: Factual recall
- Sovereign AI: National control over AI for strategic advantage, security, and economic independence.
- Global trend: Governments (US, Europe) actively shaping AI policy to protect national interests and gain advantage.
- India's challenge: Balancing reliance on advanced foreign AI with building domestic capabilities to reduce strategic vulnerabilities.
- Policy approach: Whole-of-government coordination, underwriting geopolitical risks for firms, fostering domestic innovation.
- Parallel to pharma: Learning from dependence on China for critical ingredients to avoid similar AI vulnerabilities.
| Year | Framing tags |
|---|---|
| 2026 | Multi-statement analysis, Conceptual understanding |
| 2026 | Multi-statement analysis, Conceptual understanding |
| 2026 | Statement-based questions, Factual recall |
| 2026 | Multi-statement analysis, Factual recall |
| 2026 | Statement-based questions, Factual recall |
| 2025 | Factual recall, Multi-statement analysis |
| 2024 | Definition-based questions, Terminology-based question |
| 2018 | Multi-statement analysis, Policy measures |
Timeline
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Emerging Information Technologies
Conceptual area
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Geopolitics & International Conflicts
Conceptual area
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Prelims 2018
Multi-statement analysis, Policy measures
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Prelims 2024
Definition-based questions, Terminology-based question
-
Prelims 2025
Factual recall, Multi-statement analysis
-
Prelims 2026
Multi-statement analysis, Conceptual understanding
-
Prelims 2026
Multi-statement analysis, Conceptual understanding
-
Prelims 2026
Statement-based questions, Factual recall
-
Prelims 2026
Multi-statement analysis, Factual recall
-
Prelims 2026
Statement-based questions, Factual recall
-
Reimagining sovereign AI for India’s strategic future
Sovereign AI is about national control over AI for strategic advantage, driven by global geopolitical shifts. India faces a challenge of leveraging foreign AI while building domestic capabilities to reduce dependence and manage geopolitical risks, requiring a coordinated government and industry response.
See also
Past papers
2018–2026 · 8 questions
In the news
Reimagining sovereign AI for India’s strategic future
Sovereign AI is about national control over AI for strategic advantage, driven by global geopolitical shifts. India faces a challenge of leveraging foreign AI while building domestic capabilities to reduce dependence and manage geopolitical risks, requiring a coordinated government and industry response.
Try these PYQs
Consider the following statements with respect to the AI Impact Summit, 2026 held in New Delhi :
1. The Summit's intellectual framework was based on three foundational Sutras : People, Planning, and Progress.
2. The Preamble of the Summit stresses Democratising AI Resources, which acknowledges the Charter for Democratic Diffusion of AI as a binding framework to support locally relevant innovation and strengthen resilient AI ecosystems while respecting national laws.
3. The New Delhi Declaration on AI Impact was structured around seven Chakras (Pillars), which included Access for Social Empowerment, AI for Science, and Secure and Trusted AI.
Which of the statements given above is/are correct ?
Statement 1 is Incorrect: The Summit's intellectual framework and core philosophy were anchored in three foundational principles (Sutras): People, Planet, and Progress, not People, Planning, and Progress. Statement 2 is Incorrect: The New Delhi Declaration introduced the Charter for Democratic Diffusion of AI to promote affordable access to foundational AI resources, support local innovation, and build resilient AI ecosystems. However, it was established as a voluntary and non-binding framework, respecting national laws, rather than a binding treaty. Statement 3 is Correct: The New Delhi Declaration on AI Impact was structured around seven thematic pillars of action, officially referred to as Chakras. These foundational areas included Access for Social Empowerment, AI for Science, and Secure and Trusted AI, alongside Democratizing AI Resources, Economic Growth & Social Good, Human Capital Development, and Resilient, Efficient & Innovative AI Systems. Therefore, option D is the correct answer.
Consider the following statements with reference to the Sagarmala Programme of the Government of India :
I. The Sagarmala Programme seeks to achieve port-led economic growth through cost-effective and sustainable coastal infrastructure.
II. The success of the Sagarmala Programme is reflected in significant growth in coastal and inland waterway shipping, along with improved global port rankings.
III. Sagarmala 2.0 aims to position India as a global maritime innovation hub aligned with Atmanirbhar Bharat and Viksit Bharat 2047 visions.
Which of the following relationships among the above statements is/are correct ?
1. Statement II validates the effectiveness of the strategies envisioned in statement I.
2. Statement III extends the objectives of statement I by embedding them into a future-oriented innovation framework.
3. Statement I contradicts statement III by focusing only on traditional infrastructure instead of modern innovation.
Select the answer using the code given below :
Relationship 1 is Correct: Statement I outlines the core objective of the Sagarmala Programme, launched in 2015, which is port-led economic development through cost-effective and sustainable coastal infrastructure. Statement II provides empirical evidence of its success, such as the 118% growth in coastal shipping, a 700% surge in inland waterway cargo movement, and improved global port rankings (with nine Indian ports now in the global top 100). Thus, the tangible achievements in Statement II directly validate the effectiveness of the foundational strategies mentioned in Statement I. Relationship 2 is Correct: Statement III highlights the goals of Sagarmala 2.0, which focuses on smart ports, green shipping, and positioning India as a global maritime innovation hub aligned with the Viksit Bharat 2047 and Atmanirbhar Bharat visions. This acts as an evolutionary extension of the foundational infrastructure goals in Statement I, embedding them into a broader, future-oriented innovation framework rather than replacing them. Relationship 3 is Incorrect: Statement I does not contradict Statement III. The initial focus on traditional and sustainable coastal infrastructure in the original Sagarmala Programme serves as the necessary physical base upon which the modern innovation and technology-driven goals of Sagarmala 2.0 are built. The two phases are complementary and represent a progressive policy evolution, not a contradiction. Therefore, relationships 1 and 2 are correct, making Option B the correct choice.
Which of the following is/are the aim/aims of "Digital India" Plan of the Government of India?
1. Formation of India's own Internet companies like China did.
2. Establish a policy framework to encourage overseas multinational corporations that collect Big Data to build their large data centres within our national geographical boundaries.
3. Connect many of our villages to the Internet and bring Wi-Fi to many of our school, public places and major tourist centres
Select the correct answer using the code given below
* Statement 1 is not correct: The formation of India’s own internet companies, similar to China’s approach, is not an aim of the Digital India programme. The initiative focuses on creating digital infrastructure, providing digital services, and promoting digital literacy — not establishing government-backed internet firms. * Statement 2 is not correct: The Digital India plan does not include any policy framework to attract foreign multinational corporations to build data centres in India. While data localisation and data centre policies have emerged later under different frameworks, they are not part of the original Digital India objectives. * Statement 3 is correct: One of the key aims of Digital India is to connect villages through broadband and to provide Wi-Fi access in schools, public places, and tourist centres. This is part of its core pillars like Broadband Highways, Public Internet Access Programme, and Early Harvest Programmes.
Consider the following statements about Mission Sudarshan Chakra of India:
1. It aims to enhance India's air defence, ballistic missile defence and aerial offensive capabilities.
2. This Mission is being designed to enhance rapid, precise, and powerful defence responses, reinforcing India's strategic autonomy.
3. One of the aims of this Mission is to cover all public places of India by an expanded nationwide security shield by 2035.
Which of the statements given above is/are correct?
Statement 1 is Correct: Mission Sudarshan Chakra is designed as a multi-domain security umbrella. It explicitly aims to enhance India's air defence, ballistic missile defence, and aerial offensive capabilities, acting as both a defensive shield and an offensive sword. Statement 2 is Correct: The mission integrates advanced technologies like AI, space-based sensors, and directed energy weapons to ensure rapid, precise, and powerful defence responses. This indigenous development (incorporating projects like Project Kusha) is specifically aimed at reinforcing India's strategic autonomy and self-reliance in the defence sector. Statement 3 is Correct: A major distinguishing feature of this initiative is its expanded scope. Announced as a 10-year national security initiative, a stated goal of the mission is to bring all public places (including hospitals, railways, and religious/cultural sites) under an expanded nationwide security shield by 2035, moving beyond the conventional protection of just military and strategic installations. Therefore, the correct option is A.
Which of the following statements about Rare Earth Elements (REEs) and Critical Minerals is/are correct ?
1. Modern technological innovations including Artificial Intelligence, robotics and space exploration extensively utilise Rare Earth Elements (REEs).
2. China has the highest share in mining of REEs followed by India.
3. The Government of India launched the National Critical Mineral Mission (NCMM) in 2025 to establish a robust framework for self-reliance in the critical mineral sector.
4. Rare Earth Elements are a set of 13 metallic elements.
Select the answer using the code given below :
Statement 1 is Correct: Rare Earth Elements (REEs) are indispensable for modern technological innovations. Their unique magnetic, luminescent, and electrochemical properties make them critical for artificial intelligence hardware, robotics, space exploration, electric vehicles, and advanced defense systems. Statement 2 is Incorrect: While China dominates global REE mining, accounting for roughly 69% of global production, the second-largest producer is the United States, followed by Myanmar and Australia. India ranks much lower globally and is not the second-largest producer. Statement 3 is Correct: The Government of India officially launched the National Critical Mineral Mission (NCMM) in January 2025. The mission is a strategic blueprint designed to secure domestic and global supply chains, reduce import dependence, and establish a robust framework for self-reliance in critical minerals essential for clean energy and technology. Statement 4 is Incorrect: Rare Earth Elements are a set of 17 metallic elements, not 13. This group comprises the 15 lanthanides on the periodic table, along with scandium and yttrium, which share similar chemical properties and are typically found in the same ore deposits. Therefore, the correct option is A.
Show 3 more PYQs
Which one of the following words/phrases is most appropriately used to denote “an interoperable network of 3D virtual worlds that can be accessed simultaneously by millions of users, who can exert property rights over virtual items"?
Metaverse: This term accurately describes a network of interconnected, persistent 3D virtual spaces. Key characteristics of the metaverse often include: * Interoperability: Users can move between different virtual worlds seamlessly. * User-Generated Content: Users can create, own, and trade virtual assets. * Social Interaction: The metaverse facilitates social experiences and interactions. _Let's look at why the other options are incorrect:_ * Big data analytics: This involves analyzing large and complex datasets to uncover patterns and insights. It's not directly related to virtual worlds. * Cryptography: This focuses on secure communication and data protection techniques. While relevant to security within a metaverse, it doesn't define the concept itself. * Virtual matrix: This term is not commonly used to describe the concept outlined in the question. The term 'matrix' is often associated with a grid-like structure or a virtual reality environment, but not the broader interconnected network the question describes.
Consider the following statements:
I. Indian Railways have prepared a National Rail Plan (NRP) to create a future ready railway system by 2028.
II. 'Kavach' is an Automatic Train Protection system developed in collaboration with Germany.
III. 'Kavach' system consists of RFID tags fitted on track in station section.
Which of the statements given above are **not** correct?
❌ Statement I: Incorrect
The National Rail Plan targets 2030 for a future-ready railway, not 2028. ❌ Statement II: Incorrect
Kavach is an indigenous Automatic Train Protection system developed under 'Make in India', not with Germany. ✅ Statement III: Correct
Kavach uses RFID tags on tracks in station sections to track train location and speed continuously. Therefore, Statements I and II are incorrect, and Statement III is correct.
Which of the following statements about Real-World Assets (RWA) Tokenization are correct?
1. Tokenization is the process of turning real world assets into digital tokens using blockchain technology.
2. Tokenization of real world assets offers 24x7 access, promoting financial inclusion.
3. Tokenization of real world assets will allow the access to high growth investment opportunities for individuals in India.
Select the answer using the code given below:
Statement 1 is Correct: Real-World Asset (RWA) Tokenization is the process of converting the ownership rights of physical or traditional financial assets (such as real estate, gold, commodities, or bonds) into digital tokens on a distributed ledger or blockchain. Each token represents a proportional share or claim on the underlying asset. Statement 2 is Correct: Unlike traditional financial markets and real estate registries that have fixed operating hours, geographic limitations, and settlement delays, blockchain-based tokenized assets can be traded globally, 24 hours a day, 7 days a week, with near-instant settlement. Additionally, tokenization allows high-value, traditionally illiquid assets to be divided into smaller, affordable fractions. This lowers the barrier to entry, enabling retail investors and underserved populations to participate in wealth-building markets, thereby directly promoting financial inclusion. Statement 3 is Correct: In the Indian context, RWA tokenization democratizes access to high-growth, capital-intensive sectors (like commercial real estate, agricultural land, and infrastructure projects). Regulatory bodies like the IFSCA (in GIFT City) have already begun approving tokenization platforms under regulatory sandboxes to unlock these previously inaccessible investment opportunities for everyday Indian retail investors. Therefore, all three statements are correct, making the correct option A.