PYQ Relevance
[UPSC 2017] The question of India’s Energy Security constitutes the most important part of India’s economic progress. Analyze India’s energy policy cooperation with West Asian countries.
Linkage: India’s past dependence on West Asia for over 60% of crude made energy security central to its economic stability, but the share has now reduced to under 45% through diversification. The article highlights how geopolitical flashpoints and chokepoints like Hormuz expose the risks of over-reliance on West Asia. Thus, India’s emerging doctrine of energy sovereignty through five domestic pillars complements but does not replace the strategic need for balanced cooperation with West Asian suppliers. |
Mentor’s comment
Energy defines the destiny of nations. While oil shaped the geopolitics of the 20th century, uninterrupted, affordable, and indigenous energy will decide the balance of power in the 21st. For India, a country importing over 85% of its crude and more than 50% of its natural gas, energy dependence is not just an economic statistic but a national security liability. In an era of wars, fragile supply chains, and volatile prices, the debate is no longer about transition versus fossil fuel dependence. It is about energy sovereignty as the foundation of survival and strategic autonomy.
Introduction
India’s dependence on imported energy is a national vulnerability, with crude oil and natural gas alone forming nearly one-fourth of merchandise imports. While discounted Russian oil has provided temporary relief, heavy reliance on any single source magnifies strategic risks. In a fragile global environment, energy sovereignty is no longer an economic choice but a survival imperative.
Energy Sovereignty as India’s New National Imperative
- Import Dependence: Over 85% crude oil and 50% natural gas imports expose India’s economy to global shocks.
- Economic Burden: Energy imports worth $170 billion (25% of total imports) destabilise the rupee and worsen the trade deficit.
- Geopolitical Vulnerability: Russian oil now forms 35–40% of India’s imports, compared to just 2% pre-2022. Overdependence on one partner creates strategic risks.
- Global Flashpoints: Near-conflict between Israel and Iran in June 2025 threatened 20 million barrels/day of global oil flows enough to push Brent crude above $103/barrel within days.
- Fragile Transition: Despite global rhetoric, fossil fuels still supply 80% of primary energy; premature phase-outs, like Spain-Portugal’s 2025 blackout, prove the risks of over-reliance on intermittent renewables.
Global Energy Shocks and the Lessons for India
- 1973 Oil Embargo: Quadrupling of oil prices exposed Western overdependence on OPEC, prompting strategic reserves and diversified sourcing.
- 2011 Fukushima Disaster: A nuclear meltdown stalled nuclear expansion, but the rise of coal/gas revived emissions. Nuclear energy is now regaining ground as a zero-carbon baseload.
- 2021 Texas Freeze: Pipeline freezes and turbine failures highlighted the danger of cost-driven systems lacking resilience and weather-proofing.
- 2022 Russia-Ukraine War: Europe’s 40% gas dependence on Russia ended abruptly, forcing record LNG prices and coal revival.
- 2025 Iberian Blackout: Grid collapse in Spain-Portugal proved the risk of over-reliance on renewables without dispatchable backup.
The Five Pillars of India’s Energy Sovereignty
- Coal Gasification for Indigenous Energy:
- India has 150 billion tonnes of coal reserves, long sidelined due to high ash content.
- Technologies like carbon capture and gasification can convert coal into syngas, methanol, hydrogen, and fertilizers.
- Unlocking this potential ensures domestic supply security while reducing import dependence.
- Biofuels: Rural Empowerment Meets National Security:
- Ethanol blending programme transferred over ₹92,000 crore to farmers, reduced crude imports, and saved foreign exchange.
- With the E20 blending target, rural incomes will expand further.
- SATAT scheme supports compressed biogas (CBG) plants, producing clean fuel and bio-manure with 20–25% organic carbon.
- Vital for restoring soils in North India where organic carbon has dropped to 0.5% (vs healthy 2.5%).
- Nuclear Power for Dispatchable Zero-Carbon Future:
- India’s nuclear capacity remains stagnant at 8.8 GW.
- Thorium roadmap, uranium partnerships, and Small Modular Reactors (SMRs) are essential to create a baseload backbone for a renewable-heavy grid.
- Green Hydrogen as Strategic Technology:
- Target: 5 million metric tonnes annually by 2030.
- Requires domestic electrolyser manufacturing, catalysts, and storage systems.
- The goal is not just production, but sovereign hydrogen value chains.
- Pumped Hydro as Grid Inertia Backbone:
- Complements solar/wind by offering storage and grid balancing.
- India’s topography provides vast potential for durable, scalable pumped hydro projects.
India’s Shift Towards a Diversified Energy Strategy
- Reduced West Asia dependence: Crude sourcing from West Asia fell from 60% to under 45%, as per S&P Global.
- Diversification of partners: Russia has emerged as a key supplier, but long-term strategy aims at broad-based imports plus indigenous production.
- Energy Realism: India recognises transition as a pathway, not a switch. Security and resilience are prerequisites to climate ambition.
Conclusion
The 20th century was dominated by oil politics; the 21st will be shaped by energy sovereignty. India’s vulnerability due to high imports, volatile supply chains, and geopolitical risks makes domestic capacity building non-negotiable. Coal gasification, biofuels, nuclear, green hydrogen, and pumped hydro form the sovereign spine of a resilient energy future. The Israel-Iran ceasefire is a reminder: India must act during stability, not after a crisis. Energy sovereignty is no longer a policy choice, it is the foundation of survival, resilience, and strategic autonomy.
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Introduction
Entrance examinations in India were envisioned as a filter for talent, ensuring merit-based access to elite institutions. However, over time, they have morphed into an industry-driven rat race. From ₹7 lakh coaching fees to student suicides, the costs are both economic and human. With growing disparities in access, an illusory notion of meritocracy, and mounting psychological toll, rethinking admissions is not a choice but a necessity.
The Coaching Crisis and Its Toll
- Massive Aspirant Pool: Over 15 lakh students appear for JEE alone, making coaching almost unavoidable.
- High Costs: Coaching fees of ₹6–7 lakh for two years price out poor students.
- Early Sacrifices: Students as young as 14 years study Irodov & Krotov (beyond B.Tech level), sacrificing holistic growth.
- Mental Health Crisis: Rising stress, depression, alienation; some governments now regulate coaching centres.
- Core Issue: The examination system itself is flawed, creating overqualified candidates and distorted merit.
Why Meritocracy is an Illusion
- Tiny Differences, Big Stakes: Distinguishing between 91% vs 97% in Class 12, or 99.9 percentile in JEE is unreasonable.
- Adequate Benchmark Exists: A 70–80% score in Physics, Chemistry, Mathematics is sufficient for B.Tech readiness.
- False Hierarchies: Overemphasis on marginal score differences creates elitism and exclusion.
- Privilege Bias: Wealthier families access top coaching, creating an illusory meritocracy.
- Philosophical Insight: Harvard’s Michael Sandel critiques meritocratic obsession, proposing lotteries for elite admissions.
Global Inspirations for Reform
- Dutch Lottery System:
- Introduced in 1972, reinstated in 2023 for medical school.
- Weighted lottery: minimum eligibility required, higher grades = higher chances.
- Promotes diversity, fairness, and reduced pressure.
- China’s “Double Reduction Policy” (2021):
- Banned for-profit coaching overnight.
- Reduced financial burden and youth stress.
- Addressed unchecked growth of the coaching industry.
Proposed Solutions for India
- Lottery-based Allocation:
- Threshold of 80% in PCM for eligibility.
- Weighted lottery with categories (90%+, 80–90%): A weighted lottery with categories (90%+, 80–90%) means all eligible students enter a lottery, but those with higher marks get proportionally better chances of selection.
- Reservations integrated (gender, rural, region).
- Rural Empowerment: 50% IIT seats for rural govt school students to promote social mobility.
- Coaching Reform: Ban/nationalise coaching, provide free online lectures & study material.
- Diversity & Integration: Student exchange between IITs to break hierarchies.
- Faculty transfers to standardise academic quality.
Conclusion
India’s choice is stark: continue a toxic rat race that scars its brightest minds, or embrace a fair, equitable system that nurtures youth. Scrapping or reforming entrance exams through lotteries, trust in Class 12 boards, rural reservations, and coaching reforms can detoxify the system. The aim must not only be producing engineers and doctors but ensuring the emotional, social, and moral growth of India’s future citizens.
Value Addition
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Committee Recommendations & Policy Inputs
- Radhakrishnan Commission (1948–49) – Stressed on reducing rote-based entrance exams and aligning admissions with broader educational goals.
- Kothari Commission (1964–66) – Recommended a common school system to minimise disparities in access, echoing today’s concerns about coaching and inequality.
- National Knowledge Commission (2005) – Suggested multiple modes of testing and reducing dependence on a single high-stakes exam.
- Yashpal Committee (2009) – Criticised the “overburden of entrance exams” and highlighted the need for a more holistic, less mechanical admission process.
- NEP 2020 – Calls for a holistic and flexible education system, moving away from rote-based, high-pressure exams towards fairer assessment models.
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PYQ Relevance
[UPSC 2024] What are the aims and objectives of the recently passed and enforced, The Public Examination (Prevention of Unfair Means) Act, 2024? Whether University/State Education Board examinations, too, are covered under the Act?
Linkage: The Public Examination (Prevention of Unfair Means) Act, 2024 seeks to curb frauds like paper leaks and impersonation to restore exam credibility. The article extends this concern by highlighting systemic unfairness — coaching dependence, stress, and privilege-driven access. Together, they underline that ensuring fairness in exams requires not just legal safeguards but also structural reforms in India’s entrance system.
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Introduction
Artificial Intelligence (AI), particularly generative models like ChatGPT and Gemini, has become both a boon and a challenge in higher education. Students increasingly rely on AI for assignments, summaries, coding, and even emails, while faculty members grapple with maintaining originality, academic honesty, and critical thinking. With AI growing faster than existing regulatory or pedagogical frameworks, Indian institutions are experimenting with varied approaches, ranging from outright bans to integration into curricula. The choices made today will determine not just the future of learning but also India’s knowledge economy and workforce readiness.
The Changing Landscape of Education with AI
How widespread is AI usage among students and teachers
- IIT Delhi Survey (2024): Four out of five students admitted to using AI, often several times a week. One in ten subscribed to premium versions.
- Faculty usage: 77% of surveyed teachers used AI for summarising papers, creating slides, or drafting communication.
- Student motivations: Simplification of concepts, summarisation of material, mind maps, and scenario simulations.
- Concerns: Errors in math, flawed debugging, weak context handling.
The integrity dilemma in classrooms
- Blurred lines: Students question whether using AI counts as “cheating” or “time-saving.”
- Academic honesty: IIT Delhi’s committee recommended rewriting plagiarism policies to require disclosure of AI use.
- Critical thinking loss: Faculty fear students may accept AI answers as “Truth” without questioning them.
Institutional responses in India
- Policy innovations:
- IIT Delhi – integration of AI/ML in curricula, AI workshops, campus-wide licenses.
- IIIT Delhi – shifted evaluation to 90% exams, 10% assignments.
- IIM Ranchi – evaluation rubric for responsible AI integration.
- Shiv Nadar University – five-level “Gen AI Assessment Scale” from prohibition to responsible autonomy.
- Ashoka University – AI literacy courses, foundation modules, ethics of AI curriculum.
- Strict resistance: Some universities (Delhi University’s Dept. of Education) enforce “No AI” policies, insisting on handwritten assignments.
- Pedagogical experiments with AI
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- Classroom integration: AI tools are increasingly used to automate routine tasks like code generation, freeing classroom time for higher-order problem-solving.
- Assessment innovation: Institutions are shifting towards interactive methods such as AI-assisted viva voce, project-based evaluation, and scenario testing to ensure genuine understanding.
- Ethics in curriculum: Courses on “Ethics of AI” and AI literacy modules are being introduced to sensitise students towards responsible and transparent usage.
- Balanced usage: AI is deployed after core concepts are taught, ensuring students retain critical thinking and do not outsource judgment entirely.
Global responses and comparative perspectives
- USA: Princeton provides ChatGPT licenses; Oxford mandates disclosure but allows professors to decide; assignments redesigned to integrate AI.
- Australia: TEQSA guidelines legitimise AI but require mandatory disclosure; oral exams and viva voce are making a comeback.
- UK: Universities pilot TeacherMatic to ensure sector-wide learning models.
Conclusion
Generative AI has irreversibly entered the Indian classroom. The challenge is not whether to allow or ban it but how to regulate, integrate, and ethically harness it. From IITs’ committees to global universities’ adaptive models, the world is learning that AI can either weaken critical thinking or be a catalyst for higher-order learning. For India, the stakes are especially high: with its demographic dividend and growing tech economy, how students learn today will define the nation’s competitiveness tomorrow.
Value Addition
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Real-Time Usage of AI in Education
- Adaptive Learning Platforms : AI customises lesson plans, adjusting pace and difficulty based on student performance, ensuring personalised learning outcomes.
- Automated Assessment and Feedback : AI evaluates tests, essays, coding tasks, and provides instant feedback, saving teacher time and helping students improve faster.
- Language Translation and Accessibility : Real-time translation, speech-to-text, and text-to-speech tools remove linguistic barriers, supporting multilingual and differently-abled learners.
- AI-Powered Virtual Tutors : Chatbots and digital assistants are available 24Ă—7 to clarify doubts, simulate problem-solving, and provide personalised tutoring.
- Plagiarism and Academic Integrity Checks : AI tools detect plagiarism and even AI-generated content, ensuring transparency and originality in student submissions.
- Immersive Learning with AI + AR/VR : Virtual labs and simulations powered by AI allow safe, hands-on learning in science, medicine, and engineering.
- Administrative Automation : AI automates attendance, timetabling, grading records, and performance monitoring, reducing non-teaching workload for faculty.
- Industry 4.0 Skill Development : AI-based coding assistants, real-time debugging, and project simulators prepare students for jobs in data science, robotics, and emerging tech.
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PYQ Relevance
[UPSC 2023] Â Introduce the concept of Artificial Intelligence (AI). How does AI help clinical diagnosis? Do you perceive any threat to privacy of the individual in the use of AI in the healthcare?
Linkage: AI’s growing role in education parallels its use in healthcare, where it aids efficiency but raises ethical and privacy concerns. Just as AI in clinical diagnosis demands accuracy, transparency, and accountability, AI in classrooms requires disclosure, integrity, and critical oversight. Both contexts highlight the larger governance challenge of balancing innovation with responsibility.
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Why in the News?
The US President has stopped federal funds that allowed cashless bail, sparking debate on whether the system is fair to the poor.
Cashless Bail System in the US:
- Cashless Bail: Removes upfront cash requirement, relying on non-financial conditions like monitoring or appearance assurance.
- Criticism of Cash Bail: Disadvantages the poor, keeping undertrials jailed for minor offences. Imposes financial strain that may itself push individuals toward further crime.
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About Bail Provisions in India (BNSS, 2023, replacing CrPC, 1973):
- Bail is essentially a mechanism to release an accused from custody with assurances that they will not abscond or tamper with evidence.
- Governed by Chapter 35 of the Bharatiya Nagarik Suraksha Sanhita (BNSS), 2023.
Types of Bail under BNSS:
- Regular Bail:
- For bailable offences (Sec. 478): Bail is a right.
- For non-bailable offences (Secs. 480, 483): Bail is at court’s discretion, depending on seriousness of offence, evidence, risk of absconding, and public interest.
- Anticipatory Bail (Sec. 482): Pre-arrest bail in non-bailable offences, granted by higher courts with conditions such as no interference in investigation or threats to witnesses.
- Interim Bail: Temporary release while a regular or anticipatory bail application is pending.
- Statutory/Default Bail (Sec. 187): Accused has the right to bail if chargesheet not filed within the stipulated period.
Bail Mechanisms in Practice:
- Bond: Accused signs a bond and deposits cash as guarantee; refunded after trial unless terms are violated.
- Bail Bond: Surety given by another person such as a friend, family member, or employer. Courts verify their documents, financial stability, and residence. In Mumbai, a solvency certificate issued by a revenue officer is required, which delays bail.
- Personal Recognisance (PR) Bond: Accused released without immediate cash deposit but must arrange money within a specified time. Courts often hesitate to grant PR bonds citing trial integrity.
Challenges in India’s Bail System
- Undertrials stuck despite bail:
- Many accused cannot furnish surety or small sums (₹5,000 or less).
- Maharashtra (2022): 1,600+ persons in jail unable to meet bail conditions; 600 in Mumbai Metropolitan Region alone.
- Prisons overcrowded: Maharashtra prisons had 12,343 excess prisoners (July 2025).
- Judicial concerns: 268th Law Commission Report (2017):
- Monetary bail system is discriminatory & unconstitutional.
- Violates right to fair trial; leads to arbitrary classifications.
- Supreme Court (2023 guidelines):
- If an accused remains in jail >1 week despite bail, jail superintendent must inform District Legal Services Authority (DLSA).
- DLSA can send para-legal volunteers/lawyers to assist release.
- Based on NALSA data: ~5,000 undertrials jailed despite bail.
- Reform under BNSS (2023):
- Jail authorities must apply for bail for undertrial prisoners who have:
- Served 1/3 of maximum sentence (first-time offenders).
- Served 1/2 of maximum sentence (repeat offenders).
- Not applicable in life imprisonment or death penalty cases.
[UPSC 2021] With reference to India, consider the following statements:
1.Judicial custody means an accused is in the custody of the concerned magistrate, and such an accused is locked up in the police station, not in jail.
2.During judicial custody, the police officer in charge of the case is not allowed to interrogate the suspect without the approval of the court.
Which of the statements given above is/are correct?
Options: (a) 1 only (b) 2 only* (c) Both 1 and 2 (d) Neither 1 nor 2 |
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Why in the News?
The Bureau of Energy Efficiency (BEE) has released the latest edition of State Energy Efficiency Index 2024 (SEEI 2024).
About State Energy Efficiency Index (SEEI), 2024:
- Released by: Bureau of Energy Efficiency (BEE), Ministry of Power, in association with Alliance for an Energy Efficient Economy (AEEE).
- Coverage: Assesses 36 States/UTs on energy efficiency performance for FY 2023–24.
- Framework:
- 6th edition, implementation-focused.
- 66 indicators across sectors – Buildings, Industry, Municipal Services, Transport, Agriculture, DISCOMs, Cross-sector.
- Includes new focus areas: EV adoption, star-rated buildings, Demand Side Management (DSM).
- Classification:
- Front Runners (>60%), Achievers (50–60%), Contenders (30–50%), Aspirants (<30%).
- Top performers: Maharashtra (>15 MToE), Andhra Pradesh (5–15 MToE), Assam (1–5 MToE), Tripura (<1 MToE).
- Key Highlights:
- 24 states notified Energy Conservation Building Code (ECBC 2017).
- 31 states adopted EV policies.
- 13 states promoted solar pumps (Kerala – 74% adoption).
- All 36 prepared State Energy Efficiency Action Plans (SEEAPs); 31 formed State Energy Transition Committees.
- Significance: Supports India’s Net Zero 2070 goal by promoting state-level energy transition.
Back2Basics: Bureau of Energy Efficiency (BEE):
- Established: 1 March 2002, under the Energy Conservation Act, 2001.
- Nodal Ministry: Ministry of Power.
- Mission: To assist in developing policies & strategies for energy efficiency, with the aim of reducing energy intensity of the Indian economy.
- Functions:
- Regulatory: Implementation of Energy Conservation Act provisions.
- Promotional:Â Encourage adoption of efficient technologies & practices.
- Key Achievements:
- Contributed to 3.5% reduction in India’s overall energy consumption.
- Implements programmes like Perform, Achieve, Trade (PAT), Standards & Labelling, Energy Efficiency Financing Platform, etc.
[UPSC 2016] On which of the following can you find the Bureau of Energy Efficiency Star Label?
1. Ceiling fans 2. Electric geysers 3. Tubular fluorescent lamps
Select the correct answer using the code given below.
Options: (a) 1 and 2 only (b) 3 only (c) 2 and 3 only (d) 1, 2 and 3* |
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Why in the News?
Odonatologists have reconfirmed the presence of the elusive dragonfly species Crocothemis erythraea in the southern Western Ghats.

About Crocothemis erythraea Dragonfly:
- Species Type: A rare dragonfly species, usually found in Europe, Asia, and the Himalayas.
- Recent Finding: Reconfirmed in the Western Ghats, specifically in Kerala and Tamil Nadu high ranges.
- Comparison: Closely resembles the common lowland species Crocothemis servilia, leading to earlier misidentifications.
- Habitat Preference: Inhabits cooler, high-altitude areas above 550 metres.
- Historical Origin: Likely spread to South India during the Ice Age and survived in montane habitats such as Sholas and grasslands.
Significance of the Discovery:
- Biodiversity Insight: Demonstrates how ancient climate changes influenced current biodiversity patterns.
- Ecological Importance: Reinforces the Western Ghats’ status as a biodiversity hotspot of global value.
- Conservation Message: Highlights the need to protect sensitive high-altitude habitats like Sholas and montane grasslands.
- Scientific Contribution: Adds to India’s growing record of documenting and conserving rare species.
[UPSC 2024] The organisms Cicada, Froghopper and Pond skater are:
Options: (a) Birds (b) Fish (c) Insects* (d) Reptiles |
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Why in the News?
Mount Etna has erupted again after its recent eruption in June.

About Mount Etna:
- Location: Situated on the east coast of Sicily, Italy, near the city of Catania.
- Type: Mount Etna is a stratovolcano (also called a composite volcano), which is formed from layers of hardened lava, volcanic ash, and rocks.
- Height: It stands at approximately 3,300 meters, making it the tallest volcano in Europe south of the Alps.
- Recognition: Declared a UNESCO World Heritage Site in 2013, with documented volcanic activity for at least 2,700 years.
- Eruption Record: Etna is almost constantly active. Notable eruptions have occurred in 1400 B.C., 1669, 2001, 2018, 2021, 2024, and 2025.
- Volcanic Activity Style: Known for Strombolian and effusive eruptions, with occasional Plinian eruptions (rare and more explosive).
Reasons Behind the Eruption:
- Nature of Eruption: The eruption is classified as either Strombolian or possibly Plinian, depending on interpretation:
- Strombolian Eruption: Characterized by moderate explosive bursts, caused by gas bubbles in magma suddenly bursting at the surface.
- Plinian Eruption: Some volcanologists suggest this classification due to the large ash column that may have reached the stratosphere.
- Eruption Trigger: The eruption likely began due to pressure buildup from gas within the magma chamber, leading to collapse of the southeast crater and lava flows.
[UPSC 2014] Consider the following geological phenomena:
1. Development of a fault
2. Movement along a fault
3. Impact produced by a volcanic eruption
4. Folding of rocks Which of the above cause earthquakes?
Options: (a) 1, 2 and 3 (b) 2 and 4 (c) 1, 3 and 4 (d) 1, 2, 3 and 4* |
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