UPSC GS-4 (Ethics)–oriented Case Studies on Artificial Intelligence (AI) for Civil Services Examination Case Studies on Artificial Intelligence 🟦 CASE STUDY 1: AI-BASED WELFARE BENEFICIARY SELECTION Situation A state government introduces an AI-based system to identify beneficiaries for a food security scheme.The algorithm uses data such as income records, electricity usage, mobile data, and property … Read more
India-US Strategic Relations in the 21st Century India-US strategic relations explained with history, key dimensions, challenges and way forward for UPSC GS-2 and international relations preparation. India-US Strategic Relations Introduction India-US strategic relations are among the most important bilateral partnerships for India in the 21st century. Both countries are large democracies with growing global influence. … Read more
Artificial Intelligence and Ethics: Emerging Challenges for UPSC GS-4 I. ARTIFICIAL INTELLIGENCE: CONCEPTUAL OVERVIEW 1. Meaning of Artificial Intelligence Artificial Intelligence refers to the capability of machines and computer systems to simulate human intelligence through algorithms and data. Unlike traditional software, AI systems can learn from experience, adapt to new inputs, and improve performance over … Read more
India–China Border Dispute Notes for Civil Services Examination in Hindi for GS 1 & 2 भारत–चीन सीमा विवाद(India-China Border Dispute) I. पृष्ठभूमि (BACKGROUND) 1. सीमा की लंबाई व भूगोल II. सीमा विवाद का उद्गम(ORIGIN) 1. औपनिवेशिक विरासत(Colonial Legacy) 2. चीनी दृष्टिकोण 3. भारतीय दृष्टिकोण III. सेक्टरअनुसार विवाद (A) पश्चिमी सेक्टर– Aksai Chin (B) मध्य सेक्टर … Read more
Is the Board of Peace Challenging the UN? A Geopolitical Deep Dive” UPSC- 26 What is the Board of Peace? The Board of Peace is a new international body initiated by U.S. President Donald Trump in late 2025 and officially launched at the World Economic Forum in Davos in January 2026. Originally conceived as part … Read more
“Greenland Crisis 2026: U.S. Pressure, Denmark’s Stand, and Arctic Power Politics”- UPSC GS Greenland, the world’s largest island, is a semi-autonomous territory within the Kingdom of Denmark. It has its own government for domestic affairs, while foreign policy and defence are handled by Denmark. This constitutional arrangement forms the basis of all contemporary disputes involving … Read more
Climate Change and COP Summits –Hot topics for UPSC GS-1 and 3 explained I. CLIMATE CHANGE 1. Meaning Climate Change refers to long-term shifts in temperature, precipitation, and weather patterns primarily caused by anthropogenic activities like burning of fossil fuels, industrial emissions, deforestation, land-use change, etc.It leads to global warming, driven by Greenhouse Gas (GHG) … Read more
Demographic Dividend and Ageing: UPSC GS-1 & GS-3 Explained I. DEMOGRAPHIC DIVIDEND 1. Meaning Demographic Dividend refers to the economic growth potential that arises when a country’s working-age population (usually 15–64 years) grows larger relative to the dependent population (children & elderly). This demographic structure increases: 📌 Key idea: More workers + fewer dependents = … Read more
Understanding Urbanisation, Smart Cities and Migration for UPSC Exam 26 I. URBANISATION 1. Concept Urbanisation refers to the increase in the proportion of population residing in urban areas due to: It is both a demographic and spatial transformation. 2. Urbanisation in India: Current Trends India is experiencing “messy and hidden” urbanization, meaning: 3. Drivers of … Read more
Federalism & Cooperative Federalism with concepts, constitutional provisions, examples, commissions, challenges and recent trends for Civil services Exams in 26 1. Meaning of Federalism Federalism refers to a system of government in which power is divided between Union and State governments by the Constitution, with autonomy in their respective spheres. 📌 Key Features of a … Read more
