Digital Education & AI in Learning
Science & Technology
- PYQs8
- Articles1
Background
The application of emerging technologies like AI in critical sectors like education is a significant area of study for UPSC, covering governance, social development, and the impact of technology on society.
Digital education leverages information and communication technologies (ICTs) to enhance learning and teaching processes, offering flexible, personalized, and accessible educational opportunities. The integration of Artificial Intelligence (AI) further revolutionizes this by providing adaptive learning paths, intelligent tutoring systems, and automated assessment tools, thereby improving educational outcomes and efficiency.
Facts & tables
- Core Technology
- Artificial Intelligence (AI)
- Platform Example
- Medha AI (cloud-based)
- Benefits for Teachers
- Efficient lesson planning, presentations, assessments, question banks
- Benefits for Students
- Personalized learning, practice exercises, doubt-solving, language learning
| Type | Reference |
|---|---|
| Conceptual area | Emerging Information Technologies |
| Conceptual area | Welfare Schemes & Social Policies |
| Body | Role |
|---|---|
| Ministry of Tribal Affairs | Facilitates implementation |
Prelims angle
Prelims angle: Multi-statement analysis
Prelims angle: Conceptual understanding
- Uses ICTs and AI for learning.
- Offers personalized and adaptive learning.
- Supports teachers in content creation.
- Aims to enhance educational access and quality.
- Example: Medha AI in Eklavya Model Residential Schools.
| Year | Framing tags |
|---|---|
| 2026 | Multi-statement analysis, Conceptual understanding |
| 2026 | Statement-based questions, Factual recall |
| 2026 | Statement-based questions, Factual recall |
| 2026 | Multi-statement analysis, Factual recall |
| 2026 | Multi-statement analysis, Conceptual understanding |
| 2025 | Statement-based questions, Factual recall |
| 2017 | Statement-based questions, Policy measures |
| 2016 | Statement-based questions, Factual recall |
Timeline
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Emerging Information Technologies
Conceptual area
-
Welfare Schemes & Social Policies
Conceptual area
-
Prelims 2016
Statement-based questions, Factual recall
-
Prelims 2017
Statement-based questions, Policy measures
-
Prelims 2025
Statement-based questions, Factual recall
-
Prelims 2026
Multi-statement analysis, Conceptual understanding
-
Prelims 2026
Statement-based questions, Factual recall
-
Prelims 2026
Statement-based questions, Factual recall
-
Prelims 2026
Multi-statement analysis, Factual recall
-
Prelims 2026
Multi-statement analysis, Conceptual understanding
-
IMPLEMENTATION OF AI-ENABLED ACADEMIC SUPPORT IN EMRSs
Digital education, particularly with AI integration, utilizes technology to personalize learning, assist teachers in material preparation, and expand access to quality education, exemplified by platforms like Medha AI in EMRSs.
See also
Past papers
2016–2026 · 8 questions
In the news
IMPLEMENTATION OF AI-ENABLED ACADEMIC SUPPORT IN EMRSs
Digital education, particularly with AI integration, utilizes technology to personalize learning, assist teachers in material preparation, and expand access to quality education, exemplified by platforms like Medha AI in EMRSs.
Try these PYQs
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.
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.
GPS-Aided Geo Augmented Navigation (GAGAN) uses a system of ground stations to provide necessary augmentation. Which of the following statements is/are correct in respect of GAGAN?
I. It is designed to provide additional accuracy and integrity.
II. It will allow more uniform and high quality air traffic management.
III. It will provide benefits only in aviation but not in other modes of transportation.
Select the correct answer using the code given below.
✅ Statement I: Correct
*GAGAN is an Indian SBAS developed by ISRO and AAI to enhance GPS accuracy and integrity, crucial for aviation safety.* ✅ Statement II: Correct
*It improves GPS reliability and accuracy, enabling better air traffic management and safer, efficient navigation.* ❌ Statement III: Incorrect
*GAGAN’s benefits extend beyond aviation to railways, roadways, maritime, agriculture, and disaster management.* Correct Answer: Only Statements I and II are correct.
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.
Which of the following statements with regard to the National Quantum Mission (NQM) is/are correct?
1. It aims at developing intermediate-scale quantum computers with 50-1000 physical qubits.
2. Its implementation includes setting up of four Thematic Hubs (T-Hubs) in academic and national R&D institutes across India.
Select the answer using the code given below:
Statement 1 is Correct: The National Quantum Mission (NQM) aims to develop intermediate-scale quantum computers with 50 to 1000 physical qubits within 8 years. Specifically, it targets 50–100 physical qubits in 5 years and scales up to 50–1000 physical qubits in 8 years using platforms like superconducting and photonic technology. Statement 2 is Correct: The implementation of the mission explicitly includes the establishment of four Thematic Hubs (T-Hubs) in top academic and national R&D institutes across India. These hubs focus on distinct technology verticals: Quantum Computing (led by IISc Bengaluru), Quantum Communication (led by IIT Madras), Quantum Sensing & Metrology (led by IIT Bombay), and Quantum Materials & Devices (led by IIT Delhi). Therefore, both statements are correct.
Show 3 more PYQs
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 statements is/are correct regarding Smart India Hackathon 2017?
1. It is a centrally sponsored scheme for developing every city of our country into Smart Cities in a decade.
2. It is an initiative to identify new digital technology innovations for solving the many problems faced by our country.
3. It is a programme aimed at making all the financial transactions in our country completely digital in a decade.
Select the correct answer using the code given below :
Statement 1 is incorrect: The Smart India Hackathon (SIH) is not a scheme for developing Smart Cities. Instead, it is a nationwide initiative aimed at identifying innovative digital technology solutions to solve real-world challenges across various sectors. Statement 2 is correct: The Government of India launched the Smart India Hackathon to encourage students and professionals to develop innovative digital solutions for challenges in agriculture, health, education, energy, environment, and other domains. It serves as a platform for young minds to engage in problem-solving and contribute to technological advancements. Statement 3 is incorrect: While the hackathon focuses on digital technology innovations, it is not specifically centered on digital financial transactions. Instead, it covers a wide range of sectors where technology can drive efficiency and innovation. Hence, correct answer is option (B).
Regarding ‘DigiLocker’, sometimes seen in the news, which of the following statements is/are correct?
1. It is a digital locker system offered by the Government under Digital India Programme.
2. It allows you to access your e-documents irrespective of your physical location.
Select the correct answer using the code given below
Statement 1 is correct: DigiLocker is a cloud-based digital locker system launched by the Government of India under the Digital India Programme. Its primary objective is to reduce reliance on physical documents by providing secure digital storage and access to e-documents issued by government departments, educational institutions, and other entities. Statement 2 is correct: DigiLocker enables users to access their electronic documents (e-documents) anytime, anywhere, provided they have an internet connection. This enhances convenience, eliminates the need to carry physical documents, and ensures secure and verifiable digital storage. Therefore, both statements are correct.