Descriptive Prep: Brajesh Mohan

Essay: AI in Agriculture: Opportunities, Challenges, and the Way Forward Artificial Intelligence (AI) cannot replace farmers; however, farmers who adopt AI are likely to replace those who do not. This statement captures the transformative potential of AI in Indian agriculture. According to the Economic Survey, agriculture contributes nearly 16% to India’s GDP and supports more than 46% of the population. Despite its critical importance, the agricultural sector continues to face persistent challenges such as labour shortages, erratic climatic conditions, pest and disease attacks, and low productivity. In this context, the adoption of Artificial Intelligence (AI) has emerged as a powerful tool to enhance productivity and move towards the goal of doubling farmers’ income. AI-driven precision agriculture enables data-based decision-making by analysing information obtained from satellites, sensors, and weather stations. This data helps farmers optimise the use of inputs such as water, fertilisers, and pesticides, thereby improving efficiency. For instance, Microsoft’s Project Farm Vibes demonstrated that AI tools can increase crop productivity by 20–30%, conserve water by nearly 40%, and enhance farmers’ profit margins by 30–45%. Similarly, the Indian Council of Agricultural Research (ICAR) has developed automated irrigation systems that supply water only when required, significantly reducing water wastage. AI-based platforms such as the Plantix app and the National Pest Surveillance System help detect pest and disease outbreaks at an early stage and recommend timely control measures. The use of drones for pesticide spraying, monitoring soil moisture, and tracking market prices further illustrates how AI is transforming Indian agriculture. Despite its immense potential, AI adoption in agriculture faces several constraints. The foremost challenge is the high initial cost of AI-based tools, which makes them unaffordable for small and marginal farmers, who constitute nearly 86% of India’s farming community. Moreover, operating AI systems requires technical skills, yet rural India faces an acute shortage of trained personnel. Inadequate internet connectivity and unreliable power supply further limit the effective deployment of AI technologies in rural areas. To address these challenges, a multi-pronged approach is required. Through cooperative and contract farming, farmers can pool resources and collectively invest in AI tools such as drones. Institutions like Krishi Vigyan Kendras (KVKs) and the Agricultural Technology Management Agency (ATMA) can play a crucial role in capacity building and training farmers to operate AI-based technologies. Access to affordable credit and subsidies is also essential. For example, the government provides a capital subsidy of up to ₹7.5 lakh or 75% for drone purchases through Custom Hiring Centres, while under the Namo Drone Didi Scheme, women SHGs are offered 80% subsidy or ₹8 lakh for drone adoption. Globally, initiatives such as the WEF’s AI4AI programme, implemented in collaboration with the Telangana government through the “Sagu Bagu” initiative, have demonstrated tangible benefits. Under this programme, chilli crop productivity increased by 8%, while farmers’ profits rose by 21% compared to traditional practices. In conclusion, the AI market in agriculture is expected to grow from 13% in 2023 to 30% by 2028, with a CAGR of 18%, highlighting its transformative potential. However, addressing challenges related to skills, infrastructure, and credit is essential. By promoting cooperative farming, strengthening capacity building, and empowering women through SHGs, AI can be effectively leveraged to enhance farm productivity, increase incomes, and help realise India’s aspiration of becoming a Viksit Bharat by 2047.

You don't need to write answer on every Question, Just understand how the questions could be asked from these three mentioned Topics (Direct as well as Applied).

✅ NABARD Grade A 2025: 20 Days Answer Writing Series | Day - 14 (ESI) Topics Covered — Measurement of Poverty and Poverty Alleviation Programmes of the Government. — Population Trends, Demographic Dividend, Population Policy of India — Issues in Food Security in India Q. Explain the different approaches to measurement of poverty in India. (600 Words, 15 Marks) Q. Discuss the Five major poverty alleviation programmes and examine their effectiveness in reducing rural poverty. (600 Words, 15 Marks) Q. What is demographic dividend? Why is it considered an opportunity as well as a challenge for India? (600 Words, 15 Marks) Q. Explain the concept of food security. Discuss the major issues related to food security in India and examine the measures taken by the government to address them. (600 Words, 15 Marks) Q. Poverty, population growth and food security are closely interlinked in India. Discuss this statement with suitable examples. (600 Words, 15 Marks) Q. Food security in India is no longer only a production issue. Discuss the role of NFSA-2013 and the Public Distribution System (PDS) in ensuring access, affordability and nutritional security. (600 Words, 15 Marks) Q. Explain the role of employment-based programmes in poverty reduction in India. (10 Marks, 400 words) Q. How does population growth affect food security and poverty in India? (10 Marks, 400 words) Q. What are the major issues affecting the effectiveness of PDS in India? (10 Marks, 400 words) Q. Poverty alleviation in India requires a combination of income support and food security measures. Discuss. (10 Marks, 400 words) (Key: MGNREGA + NFSA combined) Q. Rural distress in India reflects structural weaknesses in livelihood security mechanisms. Examine. (10 Marks, 400 words) (Key: MGNREGA + migration + food security angle)) You can share your answer PDF well formatted to @askbrajesh for Evaluation. Follow 👉 @descriptive_bankexam for More.

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✅ NABARD Grade A 2025: 20 Days Answer Writing Series | Day - 13 (ESI) Topics Covered — Opening up the Indian Economy, Globalization, Economic Reforms in India — Inflation: Trends in Inflation & their Impact on National Economy and Individual Income. Q. What do you understand by Globalization? Discuss the positive and negative impacts of Globalization on Indian Economy. (600 Words, 15 Marks) Q. Write Short notes on Following in 600 words (15 Marks) I. What is Food Inflation and Why it is a major concern for India? II. Explain the link between inflation and poverty. Q. Inflation affects different sections of society differently. Discuss. (600 Words, 15 Marks) Q. How have economic reforms influenced India’s integration with the global economy? (10 Marks, 400 words) Q. How did the economic reforms of 1991 change the structure of the Indian economy? (10 Marks, 400 words) Q. Examine the impact of globalization on Indian Agriculture. (10 Marks, 400 words) Q. How does India's Storage System Contribute to the Country's Agriculture and Food Security? (10 Marks, 400 words) You can share your answer PDF well formatted to @askbrajesh for Evaluation. Follow 👉 @descriptive_bankexam for More.

Important Topics in Economics and Social Issue for Descriptive. — Opening up the Indian Economy, Globalization, Economic Reforms in India — Inflation: Trends in Inflation & their Impact on National Economy and Individual Income. — Measurement of Poverty and Poverty Alleviation Programmes of the Government. — Population Trends, Demographic Dividend, Population Policy of India — Issues in Food Security in India — Non-Institutional and Institutional Agencies in rural credit. — WTO Agriculture and Fisheries Subsidies — Problems associated with illiteracy — Educational relevance and educational wastage and Educational Policy for India — Urbanization and Migration — Gender Issues — Financial Inclusion — Priority Sector Credit

Explainer: What the Viksit Bharat–G RAM G Bill, 2025 Means for Rural Employment https://ddnews.gov.in/en/explainer-what-the-viksit-bharat-g-ram-g-bill-2025-means-for-rural-employment/

✅ NABARD Grade A 2025: 20 Days Answer Writing Series | Day - 11 and 12 Topics Covered — Importance and Role of the Rural Sector in India — Economic, Social and Demographic Characteristics of the Indian Rural Economy; Causes of Rural Backwardness — Trends of Change in Rural Population and Rural Workforce; Problems and Conditions of Rural Labour — Panchayati Raj Institutions (PRIs) – Functions and Working Q. Rural distress continues to pose challenges to inclusive growth in India. Discuss the structural issues of the rural economy and examine their implications for employment and livelihoods. (600 Words, 15 Marks) Q. Despite structural transformation, rural areas continue to face employment challenges. Explain the changing trends in rural workforce and discuss the major problems faced by rural labour in India. Also discuss the recent initiatives by the government in this regard. (600 Words, 15 Marks) Q. Decentralised governance is critical for effective rural development. Explain the importance of Panchayati Raj Institutions. Also Examine the role of Panchayati Raj Institutions in planning and implementation of rural development programmes in India. (600 Words, 15 Marks) Q. Explain the major economic, social and demographic characteristics of the Indian rural economy. Discuss the main causes of rural backwardness in India. (600 Words, 15 Marks) Q. Discuss the key features of the VB-G RAM G Bill, 2025. Explain its significance for rural employment and livelihoods, and examine how it aims to address the major shortcomings of MGNREGA. (600 Words, 15 Marks) Q. Why does rural backwardness persist in India despite multiple development programmes? Discuss the Suggestive measures. (10 Marks, 400 words) Q. How does migration reflect structural problems of the rural economy in India? Discuss the measures to tackle the issue. (10 Marks, 400 words) Q. Explain the structure, functions and working of Panchayati Raj Institutions in India. (10 Marks, 400 words) Q. How can rural entrepreneurship address reducing migration? (10 Marks, 400 words) Q. How inadequate infrastructure constrains rural development in India? Discuss the role of RIDF in improving rural infrastructure? (10 Marks, 400 words) You can share your answer PDF well formatted to @askbrajesh for Evaluation. Follow 👉 @descriptive_bankexam for More.