UPSC Insights SECURE SYNOPSIS : 6 June 2025

NOTE: Please remember that following ‘answers’ are NOT ‘model answers’. They are NOT synopsis too if we go by definition of the term. What we are providing is content that both meets demand of the question and at the same

General Studies – 1

Topic: World wars, redrawal of national boundaries

Topic: World wars, redrawal of national boundaries

Q1. Explain the key ideological foundations of the Cold War. Discuss how they shaped global alliances. Analyse their impact on the foreign policy of newly independent countries. (15 M)

Difficulty Level: Medium

Reference: NIE

Why the question At the recent Shangri-La Dialogue, Malaysia’s Anwar Ibrahim reaffirmed that a new cold war is afoot. It puts ASEAN in a bind on how to negotiate the US-China rivalry. Key demand of the question The answer must explain the ideological roots of the Cold War, how those ideologies influenced military and diplomatic alliances, and how they shaped the foreign policy approaches of newly independent states. Structure of the Answer: Introduction Briefly define Cold War as an ideological conflict between USA and USSR after World War II and highlight its global ramifications. Body Ideological foundations of Cold War: Contrast between capitalism and communism; democracy vs one-party rule; state vs individual rights. Impact on global alliances: Formation of NATO, Warsaw Pact; economic blocs; ideological alignment in diplomacy. Effect on newly independent countries: Rise of NAM, strategic autonomy, external aid diplomacy, ideological adoption for legitimacy. Conclusion Highlight how Cold War legacies still shape geopolitical alignments and strategic doctrines in many regions.

Why the question At the recent Shangri-La Dialogue, Malaysia’s Anwar Ibrahim reaffirmed that a new cold war is afoot. It puts ASEAN in a bind on how to negotiate the US-China rivalry.

Key demand of the question The answer must explain the ideological roots of the Cold War, how those ideologies influenced military and diplomatic alliances, and how they shaped the foreign policy approaches of newly independent states.

Structure of the Answer:

Introduction Briefly define Cold War as an ideological conflict between USA and USSR after World War II and highlight its global ramifications.

• Ideological foundations of Cold War: Contrast between capitalism and communism; democracy vs one-party rule; state vs individual rights.

• Impact on global alliances: Formation of NATO, Warsaw Pact; economic blocs; ideological alignment in diplomacy.

• Effect on newly independent countries: Rise of NAM, strategic autonomy, external aid diplomacy, ideological adoption for legitimacy.

Conclusion Highlight how Cold War legacies still shape geopolitical alignments and strategic doctrines in many regions.

Introduction The Cold War was rooted in a deep ideological divide between liberal capitalism and state socialism, which influenced global politics, alliance formation, and postcolonial diplomacy from 1947 to 1991.

Ideological foundations of the Cold War

• Economic divergence: The US promoted free-market capitalism, while USSR supported centrally planned economies. Eg: Marshall Plan (1948) extended aid to capitalist democracies; COMECON (1949) supported socialist economies.

• Eg: Marshall Plan (1948) extended aid to capitalist democracies; COMECON (1949) supported socialist economies.

• Political system conflict: Liberal democracy clashed with one-party communist rule. Eg: Eastern Europe’s Soviet-backed regimes replaced multi-party democracy with single-party control by the 1950s.

• Eg: Eastern Europe’s Soviet-backed regimes replaced multi-party democracy with single-party control by the 1950s.

• Human rights vs state control: The West emphasised individual freedoms; the East prioritised collective state authority. Eg: UN Declaration of Human Rights (1948) vs Stasi surveillance state in East Germany.

• Eg: UN Declaration of Human Rights (1948) vs Stasi surveillance state in East Germany.

• Strategic ideology export: Each bloc aimed to expand its model globally through ideological influence. Eg: US Containment Doctrine (1947) aimed to halt communism; USSR supported revolutions in Cuba, Vietnam.

• Eg: US Containment Doctrine (1947) aimed to halt communism; USSR supported revolutions in Cuba, Vietnam.

• Cultural and media warfare: Propaganda became a tool to influence minds and justify ideological superiority. Eg: Voice of America and Radio Free Europe vs Soviet cultural delegations and state media like Pravda.

• Eg: Voice of America and Radio Free Europe vs Soviet cultural delegations and state media like Pravda.

How they shaped global alliances

• Creation of military blocs: Ideological divisions led to formal military alliances. Eg: NATO (1949) among capitalist democracies; Warsaw Pact (1955) among socialist states.

• Eg: NATO (1949) among capitalist democracies; Warsaw Pact (1955) among socialist states.

• Economic sphere alignment: Economic assistance was used to bind allies ideologically. Eg: US economic aid under the Marshall Plan strengthened Western Europe; USSR tied members via COMECON.

• Eg: US economic aid under the Marshall Plan strengthened Western Europe; USSR tied members via COMECON.

• Ideological loyalty tests: Countries were often judged based on ideological alignment rather than domestic legitimacy. Eg: US support to Pinochet in Chile (1973) despite authoritarianism, due to anti-communism.

• Eg: US support to Pinochet in Chile (1973) despite authoritarianism, due to anti-communism.

• Intelligence and covert alliances: Espionage alliances were formed to contain opposing ideology. Eg: CIA interventions in Iran (1953) and Guatemala (1954); KGB support to global communist parties.

• Eg: CIA interventions in Iran (1953) and Guatemala (1954); KGB support to global communist parties.

• UN and diplomatic division: Voting patterns in international forums reflected ideological blocs. Eg: UN General Assembly divisions during Korean War (1950) and Suez Crisis (1956).

• Eg: UN General Assembly divisions during Korean War (1950) and Suez Crisis (1956).

Impact on foreign policy of newly independent countries

• Non-alignment as a strategic buffer: Newly free nations avoided alignment to retain policy autonomy. Eg: NAM founding in 1961 by India, Egypt, and Yugoslavia aimed at neutrality.

• Eg: NAM founding in 1961 by India, Egypt, and Yugoslavia aimed at neutrality.

• Selective bloc engagement: Many countries pragmatically took support from both sides. Eg: India received Soviet military aid and US food assistance under PL-480.

• Eg: India received Soviet military aid and US food assistance under PL-480.

• Use of ideology for internal legitimacy: Leaders borrowed Cold War ideologies to build national consensus. Eg: Nasser’s Arab socialism and Tanzania’s Ujamaa model mirrored socialist rhetoric.

• Eg: Nasser’s Arab socialism and Tanzania’s Ujamaa model mirrored socialist rhetoric.

• Internal polarisation and conflict: Superpower rivalry fuelled civil wars and coups in the Global South. Eg: Angola Civil War (1975–2002) became a Cold War proxy involving US, USSR, and Cuba.

• Eg: Angola Civil War (1975–2002) became a Cold War proxy involving US, USSR, and Cuba.

• Economic dependency and policy limitations: External aid influenced internal development priorities. Eg: Ethiopia’s Derg regime implemented Soviet-style policies under USSR backing.

• Eg: Ethiopia’s Derg regime implemented Soviet-style policies under USSR backing.

Conclusion The Cold War was not just a geopolitical contest but a civilisational and ideological struggle. Its legacy endures in global institutions, postcolonial alignments, and strategic doctrines still visible in the modern world order.

Topic: Changes in critical geographical features (including water-bodies and ice-caps) and in flora and fauna and the effects of such changes.

Topic: Changes in critical geographical features (including water-bodies and ice-caps) and in flora and fauna and the effects of such changes.

Q2. The increasing intensity of Himalayan disasters reflects a crisis of cumulative vulnerability. Identify the multiple layers of risk in the region. Propose an integrated strategy for risk reduction.

Difficulty Level: Medium

Reference: NIE

Why the question: Altogether 63 stranded people, mostly tourists, were on Thursday evacuated by helicopters from Chaten in north Sikkim, which was hit by a landslide earlier this week. Key Demand of the question: The question asks for a diagnosis of the multi-dimensional risks—geological, climatic, ecological, and human-induced—in the Himalayan region, and expects a comprehensive yet feasible strategy for integrated disaster risk reduction. Structure of the Answer: Introduction Mention recent disasters as indicators of systemic stress due to fragile geology, climate volatility, and unsustainable development. Body Identify and explain major geological, climatic, and human-induced risks that interact cumulatively in the Himalayas Propose an integrated strategy combining early warning systems, land-use regulation, community engagement, and institutional coordination Conclusion Emphasise the urgency of climate-sensitive development and long-term ecological security in Himalayan planning.

Why the question:

Altogether 63 stranded people, mostly tourists, were on Thursday evacuated by helicopters from Chaten in north Sikkim, which was hit by a landslide earlier this week.

Key Demand of the question:

The question asks for a diagnosis of the multi-dimensional risks—geological, climatic, ecological, and human-induced—in the Himalayan region, and expects a comprehensive yet feasible strategy for integrated disaster risk reduction.

Structure of the Answer:

Introduction Mention recent disasters as indicators of systemic stress due to fragile geology, climate volatility, and unsustainable development.

• Identify and explain major geological, climatic, and human-induced risks that interact cumulatively in the Himalayas

• Propose an integrated strategy combining early warning systems, land-use regulation, community engagement, and institutional coordination

Conclusion Emphasise the urgency of climate-sensitive development and long-term ecological security in Himalayan planning.

Introduction

The 2023 South Lhonak lake outburst and 2025 Sikkim landslides highlight how fragile ecosystems, anthropogenic stress, and climate change converge to heighten disaster intensity in the Himalayas.

Multiple layers of risk in the Himalayan region

• Geological instability of young fold mountains: The Himalayas are seismically active due to ongoing tectonic convergence. Eg: The 2023 Joshimath land subsidence was triggered by slope instability in a highly seismic zone (Wadia Institute of Himalayan Geology).

• Eg: The 2023 Joshimath land subsidence was triggered by slope instability in a highly seismic zone (Wadia Institute of Himalayan Geology).

• Intensifying extreme weather due to climate change: Warmer temperatures are increasing glacial melt and cloudbursts. Eg: The 2023 Sikkim GLOF was linked to abnormal warming of South Lhonak Lake (ISRO-NSF report).

• Eg: The 2023 Sikkim GLOF was linked to abnormal warming of South Lhonak Lake (ISRO-NSF report).

• Unregulated tourism and infrastructure expansion: Roads, hotels, and dams often ignore environmental carrying capacity. Eg: The Gurudongmar tourism route in North Sikkim lacks slope-retaining walls and drainage control (NDMA Landslide Risk Atlas, 2023).

• Eg: The Gurudongmar tourism route in North Sikkim lacks slope-retaining walls and drainage control (NDMA Landslide Risk Atlas, 2023).

• Overdependence on military and linear infrastructure: Border zones are overloaded with roads and camps that increase slope stress. Eg: The 2025 Chaten landslide killed 3 soldiers and disrupted rescue due to camp location on fragile slopes (MoD brief, June 2025).

• Eg: The 2025 Chaten landslide killed 3 soldiers and disrupted rescue due to camp location on fragile slopes (MoD brief, June 2025).

• Delayed or weak enforcement of hazard zonation: Most Himalayan states have poor implementation of scientific zoning maps. Eg: Himachal Pradesh has not fully integrated the GSI’s Landslide Susceptibility Mapping into urban planning (CAG Report, 2023).

• Eg: Himachal Pradesh has not fully integrated the GSI’s Landslide Susceptibility Mapping into urban planning (CAG Report, 2023).

Integrated strategy for risk reduction

• Enforce terrain-sensitive land use planning: Mandatory integration of hazard zonation in development approvals. Eg: Uttarakhand’s revised Town Planning Act (2022) mandates slope and soil analysis before construction in hazard zones.

• Eg: Uttarakhand’s revised Town Planning Act (2022) mandates slope and soil analysis before construction in hazard zones.

• Institutionalise early warning and real-time monitoring: Expand Doppler radars, glacial monitoring, and AI-led forecasting. Eg: The IMD’s Doppler Radar in Gangtok (2024) enabled early evacuation alerts during May 2025 landslides.

• Eg: The IMD’s Doppler Radar in Gangtok (2024) enabled early evacuation alerts during May 2025 landslides.

• Promote eco-sensitive and regulated tourism: Cap footfall, decentralise sites, and link permits with environmental compliance. Eg: Sikkim’s Tarey Bhir model (2022) uses QR-based entry, carrying capacity limits, and local guides to regulate flows.

• Eg: Sikkim’s Tarey Bhir model (2022) uses QR-based entry, carrying capacity limits, and local guides to regulate flows.

• Strengthen civil-military disaster coordination: Protocols for joint drills, shared terrain data, and rapid deployment units. Eg: The Integrated Mountain Disaster Response Exercise (2023) was conducted by NDMA and Army in Arunachal Pradesh.

• Eg: The Integrated Mountain Disaster Response Exercise (2023) was conducted by NDMA and Army in Arunachal Pradesh.

• Mainstream local resilience and capacity building: Empower panchayats, forest dwellers, and tour operators through training and risk literacy. Eg: Eco Task Forces in Himachal Pradesh, staffed by local ex-servicemen, conduct slope protection and awareness drives (MoEFCC Annual Report, 2024).

• Eg: Eco Task Forces in Himachal Pradesh, staffed by local ex-servicemen, conduct slope protection and awareness drives (MoEFCC Annual Report, 2024).

Conclusion

India must treat the Himalayas as a climate-sensitive zone requiring geostrategic restraint and ecological wisdom. Preventive risk governance, not reactive disaster relief, must shape the mountain development paradigm.

General Studies – 2

Topic: Appointment to various Constitutional posts, powers, functions and responsibilities of various Constitutional Bodies.

Topic: Appointment to various Constitutional posts, powers, functions and responsibilities of various Constitutional Bodies.

Q3. Post-retirement appointments of key constitutional authorities often blur the line between neutrality and political alignment. Analyse their impact on institutional credibility. Assess the need for a cooling-off period. (10 M)

Difficulty Level: Medium

Reference: TH

Why the question Chief Justice of India BR Gavai has said that he and his colleagues in the Supreme Court have publicly pledged to not undermine the public’s trust in judicial integrity by accepting post-retirement roles or positions from the government. Key Demand of the question The question requires analysing how such appointments affect the credibility of institutions and evaluating the need for a formal cooling-off period for constitutional functionaries. Structure of the Answer: Introduction Mention how institutional integrity in a democracy depends on public perception of neutrality and separation from political rewards. Body Impact on institutional credibility: Discuss how neutrality is affected, trust eroded, and institutional checks weakened. Need for a cooling-off period: Evaluate why a gap period is needed, with reference to existing legal gaps and global or national best practices. Conclusion Suggest a statutory cooling-off framework to safeguard institutional dignity and ensure long-term democratic trust.

Why the question

Chief Justice of India BR Gavai has said that he and his colleagues in the Supreme Court have publicly pledged to not undermine the public’s trust in judicial integrity by accepting post-retirement roles or positions from the government.

Key Demand of the question

The question requires analysing how such appointments affect the credibility of institutions and evaluating the need for a formal cooling-off period for constitutional functionaries.

Structure of the Answer:

Introduction Mention how institutional integrity in a democracy depends on public perception of neutrality and separation from political rewards.

• Impact on institutional credibility: Discuss how neutrality is affected, trust eroded, and institutional checks weakened.

• Need for a cooling-off period: Evaluate why a gap period is needed, with reference to existing legal gaps and global or national best practices.

Conclusion Suggest a statutory cooling-off framework to safeguard institutional dignity and ensure long-term democratic trust.

Introduction

The credibility of democratic institutions rests on their perceived independence from political incentives. The trend of appointing retired constitutional functionaries to executive or political roles raises concerns over institutional neutrality.

Impact on institutional credibility

• Perception of compromised neutrality: Post-retirement roles may create a belief that decisions during tenure were influenced by political considerations. Eg: Former CAG Vinod Rai’s comments on political outcomes post-2G audit led to public debates on audit independence.

• Eg: Former CAG Vinod Rai’s comments on political outcomes post-2G audit led to public debates on audit independence.

• Erosion of public trust: Citizens may lose faith in constitutional roles if retirements lead to quick political absorption. Eg: Former CJIs Ranjan Gogoi and P Sathasivam took post-retirement roles in Rajya Sabha and as Governor, triggering debate.

• Eg: Former CJIs Ranjan Gogoi and P Sathasivam took post-retirement roles in Rajya Sabha and as Governor, triggering debate.

• Chilling effect on dissent: Serving officials may avoid decisions that displease the political executive, fearing post-retirement fallout. Eg: Former EC Ashok Lavasa’s transfer to ADB after dissenting on Model Code violations raised concerns over institutional pressure.

• Eg: Former EC Ashok Lavasa’s transfer to ADB after dissenting on Model Code violations raised concerns over institutional pressure.

• Weakening of checks and balances: Constitutional posts act as counterweights to executive excess. Post-retirement incentives may dilute this role. Eg: Election Commission’s silence on electoral bond transparency during 2019 raised questions on executive influence.

• Eg: Election Commission’s silence on electoral bond transparency during 2019 raised questions on executive influence.

• Politicisation of regulatory and quasi-judicial bodies: Frequent appointments of ex-officials can alter the independence of oversight institutions. Eg: Former bureaucrats appointed to tribunals and commissions without open selection, violating SC directives (Madras Bar Association v. UoI, 2020).

• Eg: Former bureaucrats appointed to tribunals and commissions without open selection, violating SC directives (Madras Bar Association v. UoI, 2020).

Need for a statutory cooling-off period

• Restoring neutrality and dignity of office: A gap period can remove perceived linkage between decisions in office and political rewards. Eg: Loksatta’s proposal (2020) suggested 2–3-year cooling-off for SC judges, ECs, and CAGs to ensure credibility.

• Eg: Loksatta’s proposal (2020) suggested 2–3-year cooling-off for SC judges, ECs, and CAGs to ensure credibility.

• Preventing conflict of interest: Cooling-off helps prevent direct benefit from prior regulatory decisions. Eg: TRAI Act already bars its chairperson from future government employment post-tenure.

• Eg: TRAI Act already bars its chairperson from future government employment post-tenure.

• Global best practices: Mature democracies enforce restrictions to protect institutional sanctity. Eg: In the USA, top public officials observe a mandatory lobbying ban post-tenure under ethics legislation.

• Eg: In the USA, top public officials observe a mandatory lobbying ban post-tenure under ethics legislation.

• Legal clarity and uniformity: Absence of a standard rule leads to arbitrary post-retirement placements. Eg: 2nd ARC Report on Ethics in Governance (2007) recommended codifying post-retirement restrictions across constitutional offices.

• Eg: 2nd ARC Report on Ethics in Governance (2007) recommended codifying post-retirement restrictions across constitutional offices.

• Strengthening institutional independence: Curbing incentives ensures decisions are based solely on law and conscience. Eg: Law Commission of India recommended clear norms for appointments to tribunals and commissions.

• Eg: Law Commission of India recommended clear norms for appointments to tribunals and commissions.

Conclusion

Ensuring institutional neutrality demands that public functionaries are insulated from post-retirement temptations. A statutory cooling-off period can institutionalise this firewall, restoring faith in the architecture of India’s constitutional governance.

Topic: Issues relating to development and management of Social Sector/Services relating to Health, Education, Human Resources

Topic: Issues relating to development and management of Social Sector/Services relating to Health, Education, Human Resources

Q4. Why has the Right to Education (RTE) quota failed to ensure access to quality education for underprivileged students? Examine the limitations in school-level implementation. Suggest reforms to make inclusion pedagogically meaningful. (15 M)

Difficulty Level: Medium

Reference: IE

Why the question: The recently released Unified District Information System for Education Plus (UDISE+) 2023-24 data shows that student enrolment in private schools is on the rise and, in some states, exceeds enrolments in government schools. Key Demand of the question: The question demands an analysis of the gap between the intent and outcomes of the RTE quota, an examination of practical challenges at the school level, and suggestions to make inclusion effective in terms of pedagogy and learning. Structure of the Answer: Introduction: Briefly introduce Article 21A and Section 12(1)(c) of the RTE Act, emphasising its goal to ensure equitable and quality education for underprivileged children in private unaided schools. Body: Discuss how the RTE quota has failed to deliver quality due to limited access to better schools, discriminatory peer dynamics, and inadequate post-admission support. Examine school-level implementation issues such as teacher bias, hidden costs, lack of remedial teaching, and poor monitoring and grievance mechanisms. Suggest reforms like mandatory inclusive training for teachers, indexed reimbursement models, social integration audits, and bridge learning programs to make inclusion meaningful in classrooms. Conclusion: Conclude with a futuristic note stressing that genuine educational equity lies not just in access, but in ensuring all children learn, thrive, and are treated with equal dignity inside every classroom.

Why the question: The recently released Unified District Information System for Education Plus (UDISE+) 2023-24 data shows that student enrolment in private schools is on the rise and, in some states, exceeds enrolments in government schools.

Key Demand of the question: The question demands an analysis of the gap between the intent and outcomes of the RTE quota, an examination of practical challenges at the school level, and suggestions to make inclusion effective in terms of pedagogy and learning.

Structure of the Answer:

Introduction: Briefly introduce Article 21A and Section 12(1)(c) of the RTE Act, emphasising its goal to ensure equitable and quality education for underprivileged children in private unaided schools.

• Discuss how the RTE quota has failed to deliver quality due to limited access to better schools, discriminatory peer dynamics, and inadequate post-admission support.

• Examine school-level implementation issues such as teacher bias, hidden costs, lack of remedial teaching, and poor monitoring and grievance mechanisms.

• Suggest reforms like mandatory inclusive training for teachers, indexed reimbursement models, social integration audits, and bridge learning programs to make inclusion meaningful in classrooms.

Conclusion: Conclude with a futuristic note stressing that genuine educational equity lies not just in access, but in ensuring all children learn, thrive, and are treated with equal dignity inside every classroom.

Introduction: The Right to Education Act’s 25% quota was a transformative promise of social justice through schooling, yet its potential has been undercut by institutional inertia, exclusionary practices, and weak integration.

Reasons for failure of RTE quota in ensuring quality education

• Exclusionary admission processes: Many elite schools make the process non-transparent and difficult for marginalised parents. Eg: NCPCR 2022 found top schools in Delhi asking for excessive documentation and screening interviews, violating RTE norms.

• Eg: NCPCR 2022 found top schools in Delhi asking for excessive documentation and screening interviews, violating RTE norms.

• Inadequate reimbursement rates: The cost fixed by states does not match actual private school expenditure, discouraging compliance. Eg: Maharashtra reimburses ~Rs 17,000 per child vs. actual costs of Rs 40,000–Rs 60,000

• Eg: Maharashtra reimburses ~Rs 17,000 per child vs. actual costs of Rs 40,000–Rs 60,000

• Social discrimination and peer bias: Quota students often face verbal stigmatisation and are subtly isolated. Eg: A 2021 Vidhi Centre study found children being called “free quota kids” and seated separately in classrooms.

• Eg: A 2021 Vidhi Centre study found children being called “free quota kids” and seated separately in classrooms.

• No significant improvement in learning outcomes: The promise of better education is diluted due to academic neglect. Eg: ASER 2022 reported minimal gains in reading and numeracy among RTE students in private unaided schools.

• Eg: ASER 2022 reported minimal gains in reading and numeracy among RTE students in private unaided schools.

• Loopholes through minority institution exemption: Many schools convert to linguistic/religious minority status to escape quotas. Eg: Over 15,000 schools sought minority status post-2017 (Ministry of Education data).

• Eg: Over 15,000 schools sought minority status post-2017 (Ministry of Education data).

Limitations in school-level implementation

• Teacher bias and lack of sensitisation: Many teachers lack training to handle mixed socio-economic classrooms. Eg: A 2023 TISS study found 45% of teachers in private schools unaware of inclusive teaching strategies.

• Eg: A 2023 TISS study found 45% of teachers in private schools unaware of inclusive teaching strategies.

• Segregated classroom practices: Schools often separate RTE students into different batches or sections. Eg: In Tamil Nadu, RTE students were reported to have exclusive classrooms and restricted activity access.

• Eg: In Tamil Nadu, RTE students were reported to have exclusive classrooms and restricted activity access.

• Absence of remedial and bridge learning: RTE students get no support to bridge prior learning gaps. Eg: NCERT’s 2022 RTE review flagged that 70% of schools had no academic support for first-generation learners.

• Eg: NCERT’s 2022 RTE review flagged that 70% of schools had no academic support for first-generation learners.

• Hidden charges and informal fees: RTE families are often asked to pay for uniforms, books, or transport. Eg: Reports from Gujarat (2023) highlighted quota students being denied books unless “voluntary donations” were made.

• Eg: Reports from Gujarat (2023) highlighted quota students being denied books unless “voluntary donations” were made.

• Weak grievance redressal and monitoring: Parents lack channels to report exclusion or mistreatment. Eg: As per UDISE+ 2023, over 30% districts lacked any functional RTE monitoring committee.

• Eg: As per UDISE+ 2023, over 30% districts lacked any functional RTE monitoring committee.

Reforms to make inclusion pedagogically meaningful

• Mandatory inclusive training for teachers: Sensitisation and pedagogy modules should be part of teacher certification. Eg: NEP 2020 recommends capacity-building in inclusive education and socio-emotional learning for all teachers.

• Eg: NEP 2020 recommends capacity-building in inclusive education and socio-emotional learning for all teachers.

• Realistic and indexed reimbursement: Reimbursement must reflect actual per-child expenditure and inflation. Eg: The Anil Bordia Committee (2013) proposed linking reimbursements to actual district-wise per capita costs.

• Eg: The Anil Bordia Committee (2013) proposed linking reimbursements to actual district-wise per capita costs.

• Bridge learning programs with periodic assessment: Support RTE children through accelerated learning initiatives. Eg: Delhi SCERT’s 2024 Bridge Course showed 22% improvement in foundational numeracy over 3 months.

• Eg: Delhi SCERT’s 2024 Bridge Course showed 22% improvement in foundational numeracy over 3 months.

• Annual social inclusion audits in schools: Schools must be evaluated on integration, dignity, and academic parity. Eg: Karnataka’s 2022 diversity audits under Samagra Shiksha tracked integration metrics across districts.

• Eg: Karnataka’s 2022 diversity audits under Samagra Shiksha tracked integration metrics across districts.

• Centralised digital dashboards for RTE monitoring: Ensure transparency in admission, fund flow, and dropout tracking. Eg: Madhya Pradesh’s 2023 RTE portal enabled real-time monitoring of reimbursements and school-wise enrolment.

• Eg: Madhya Pradesh’s 2023 RTE portal enabled real-time monitoring of reimbursements and school-wise enrolment.

Conclusion: The RTE quota must evolve from a legal entitlement to a lived reality of equitable learning. True inclusion lies not in admission alone, but in fostering a classroom that enables equal participation, support, and respect for every child.

General Studies – 3

Topic: Infrastructure: Energy

Topic: Infrastructure: Energy

Q5. Discuss the key reasons behind the global underinvestment in electricity grids despite rapid growth in renewable generation. How can this mismatch be corrected in the Indian context? (10 M)

Difficulty Level: Medium

Reference: DTE

Why the question: China is set to account for over 25 per cent of global energy investment in 2025, a stark contrast to developing countries that struggle to mobilise capital for energy infrastructure, according to a new report released on June 5, 2025, by the International Energy Agency (IEA). Key Demand of the question: The question requires an explanation of why grid infrastructure is being underfunded globally despite rising renewable generation, and how India can resolve this imbalance through targeted reforms. Structure of the Answer: Introduction: Introduce the grid-renewable investment mismatch as a growing structural bottleneck in energy transitions globally, especially for emerging economies like India. Body: Mention financial, regulatory, and logistical factors causing global underinvestment in grid infrastructure. Suggest India-specific solutions such as DISCOM reform, faster approvals, and integrated grid planning to address this gap. Conclusion: Conclude by stressing that without grid readiness, clean energy gains will remain underutilised, and India’s transition goals will face serious setbacks.

Why the question: China is set to account for over 25 per cent of global energy investment in 2025, a stark contrast to developing countries that struggle to mobilise capital for energy infrastructure, according to a new report released on June 5, 2025, by the International Energy Agency (IEA).

Key Demand of the question: The question requires an explanation of why grid infrastructure is being underfunded globally despite rising renewable generation, and how India can resolve this imbalance through targeted reforms.

Structure of the Answer:

Introduction: Introduce the grid-renewable investment mismatch as a growing structural bottleneck in energy transitions globally, especially for emerging economies like India.

• Mention financial, regulatory, and logistical factors causing global underinvestment in grid infrastructure.

• Suggest India-specific solutions such as DISCOM reform, faster approvals, and integrated grid planning to address this gap.

Conclusion: Conclude by stressing that without grid readiness, clean energy gains will remain underutilised, and India’s transition goals will face serious setbacks.

Introduction: The global clean energy push is being undermined by outdated grid infrastructure, creating a paradox where generation capacity grows faster than the ability to deliver power.

Reasons for global underinvestment in electricity grids

• High capital intensity and delayed returns: Grid projects are costly and offer slow, regulated returns, deterring private investment. Eg: According to IEA 2025, grid investment lags behind generation by ~$600 billion annually due to poor commercial viability.

• Eg: According to IEA 2025, grid investment lags behind generation by ~$600 billion annually due to poor commercial viability.

• Lengthy permitting and land acquisition delays: Transmission projects face procedural bottlenecks and social resistance. Eg: World Bank 2023 flagged that grid expansion timelines in developing countries often exceed 5–7 years.

• Eg: World Bank 2023 flagged that grid expansion timelines in developing countries often exceed 5–7 years.

• Weak financial health of utilities: Distribution companies are unable to recover costs, deterring upstream investment. Eg: NITI Aayog 2022 reported that Indian DISCOMs carry debts over ₹6 lakh crore, limiting grid upgrades.

• Eg: NITI Aayog 2022 reported that Indian DISCOMs carry debts over ₹6 lakh crore, limiting grid upgrades.

• Focus skewed towards generation: Policy and financial incentives are largely directed at solar, wind, or nuclear generation. Eg: While global renewable generation investment will reach $1 trillion in 2025, grid investment remains capped at $400 billion (IEA).

• Eg: While global renewable generation investment will reach $1 trillion in 2025, grid investment remains capped at $400 billion (IEA).

• Material and supply chain constraints: Global shortage of cables and transformers has raised project costs. Eg: IEA 2025 noted prices for transformers and cables doubled in five years, stalling projects.

• Eg: IEA 2025 noted prices for transformers and cables doubled in five years, stalling projects.

Corrective strategies for India’s grid investment mismatch

• Incentivised private participation: De-risking and viability gap funding for grid investments to attract capital. Eg: The Revamped Distribution Sector Scheme (RDSS) aims to modernise India’s power sector with ₹3 lakh crore (MoP, 2023).

• Eg: The Revamped Distribution Sector Scheme (RDSS) aims to modernise India’s power sector with ₹3 lakh crore (MoP, 2023).

• Time-bound regulatory clearances: Single-window digital systems to expedite approvals. Eg: Green Energy Open Access Rules 2022 reduced grid clearance timelines for RE projects.

• Eg: Green Energy Open Access Rules 2022 reduced grid clearance timelines for RE projects.

• Strengthening DISCOM finances: Tariff reforms and DBT for subsidies to improve financial viability. Eg: Power Finance Corporation’s UDAY 2.0 framework aims to improve billing efficiency and AT&C loss recovery.

• Eg: Power Finance Corporation’s UDAY 2.0 framework aims to improve billing efficiency and AT&C loss recovery.

• Grid digitisation and smart metering: Deploying smart technologies to reduce T&D losses and manage loads. Eg: India targets 250 million smart meters by 2025 under the Smart Meter National Programme.

• Eg: India targets 250 million smart meters by 2025 under the Smart Meter National Programme.

• Integrated grid planning and storage focus: Align transmission planning with renewable zones and energy storage. Eg: Central Electricity Authority’s 2023 plan recommends 500 GW renewable grid integration with battery and pump storage support.

• Eg: Central Electricity Authority’s 2023 plan recommends 500 GW renewable grid integration with battery and pump storage support.

Conclusion: India’s energy transition hinges not just on generation but transmission. A resilient, modernised grid is essential to energise the promise of a low-carbon future.

Topic: Conservation, environmental pollution and degradation, environmental impact assessment

Topic: Conservation, environmental pollution and degradation, environmental impact assessment

Q6. How can artificial intelligence serve as a catalyst for climate mitigation across diverse sectors? Analyse the ecological footprint of AI itself and propose strategies to ensure its deployment results in a net-positive climate impact. (15 M)

Difficulty Level: Medium

Reference: IE

Why the question: While concerns about AI’s energy footprint are valid, its powerful potential for deep decarbonisation and systemic change is undeniable. Key demand of the question: The question demands an examination of AI’s applications in mitigating climate change across sectors, a critical assessment of its environmental costs, and policy-level or technological solutions to ensure sustainable outcomes. Structure of the Answer: Introduction: Briefly establish the paradox of AI’s energy intensity versus its role in achieving climate goals. Body: Explain how AI contributes to climate mitigation in sectors like energy, industry, agriculture, and transport. Analyse the energy consumption, emissions, and material costs involved in AI training, hardware, and data infrastructure. Suggest reforms and innovations—like green data centres, disclosures, and climate-focused R&D—to ensure AI’s climate-positive contribution. Conclusion: End with a forward-looking statement on balancing innovation and sustainability through conscious deployment and governance of AI.

Why the question: While concerns about AI’s energy footprint are valid, its powerful potential for deep decarbonisation and systemic change is undeniable.

Key demand of the question: The question demands an examination of AI’s applications in mitigating climate change across sectors, a critical assessment of its environmental costs, and policy-level or technological solutions to ensure sustainable outcomes.

Structure of the Answer:

Introduction: Briefly establish the paradox of AI’s energy intensity versus its role in achieving climate goals.

• Explain how AI contributes to climate mitigation in sectors like energy, industry, agriculture, and transport.

• Analyse the energy consumption, emissions, and material costs involved in AI training, hardware, and data infrastructure.

• Suggest reforms and innovations—like green data centres, disclosures, and climate-focused R&D—to ensure AI’s climate-positive contribution.

Conclusion: End with a forward-looking statement on balancing innovation and sustainability through conscious deployment and governance of AI.

Introduction

AI stands at the confluence of digital innovation and environmental urgency, emerging as both a high-energy consumer and a tool for transformative climate solutions.

AI as a catalyst for climate mitigation

• Smart energy grid optimisation: AI enables real-time load balancing, renewable energy integration, and fault prediction. Eg: Tapestry Project by Alphabet accelerates clean energy approvals and grid automation in the US.

• Eg: Tapestry Project by Alphabet accelerates clean energy approvals and grid automation in the US.

• Methane and short-lived pollutant detection: AI enhances satellite and ground-based surveillance of climate super pollutants. Eg: GHGSat’s AI-driven satellites detect methane leaks at facility level, reducing monitoring gaps (IEA, 2024).

• Eg: GHGSat’s AI-driven satellites detect methane leaks at facility level, reducing monitoring gaps (IEA, 2024).

• Precision irrigation and input use in agriculture: AI supports climate-smart agriculture by reducing emissions and conserving resources. Eg: Baramati sugarcane farmers reduced water usage by 30% and electricity consumption by 25% using AI scheduling tools

• Eg: Baramati sugarcane farmers reduced water usage by 30% and electricity consumption by 25% using AI scheduling tools

• AI in transport and logistics decarbonisation: AI aids in route optimisation and fuel use efficiency in mobility sectors. Eg: Maersk’s AI route planning system cut emissions by 5% in shipping operations (World Economic Forum, 2024).

• Eg: Maersk’s AI route planning system cut emissions by 5% in shipping operations (World Economic Forum, 2024).

• Industrial emissions reduction: AI improves energy efficiency and operational precision in cement, steel, and textile sectors. Eg: JSW Cement uses AI-optimised kiln controls to reduce fuel usage and CO₂ output by 7%.

• Eg: JSW Cement uses AI-optimised kiln controls to reduce fuel usage and CO₂ output by 7%.

Ecological footprint of AI

• High computational energy demand: Training large AI models consumes exponentially more energy than conventional computing. Eg: GPT-3 model training consumed ~1,287 MWh—equivalent to a household’s annual electricity use (MIT Tech Review, 2023).

• Eg: GPT-3 model training consumed ~1,287 MWh—equivalent to a household’s annual electricity use (MIT Tech Review, 2023).

• Increasing power consumption in data centres: AI workloads add to the global electricity burden through sustained compute operations. Eg: IEA 2024 report estimates data centres consume 1.5% of global electricity, projected to double by 2030.

• Eg: IEA 2024 report estimates data centres consume 1.5% of global electricity, projected to double by 2030.

• Emissions from inference and cooling systems: Operational energy use during inference and data processing raises GHG output. Eg: Google and Meta’s emissions grew over 25% from 2020–2023 primarily due to AI workloads (Greenpeace, 2023).

• Eg: Google and Meta’s emissions grew over 25% from 2020–2023 primarily due to AI workloads (Greenpeace, 2023).

• Rare-earth mining and hardware e-waste: Rapid hardware upgrades for AI models increase raw material demand and waste. Eg: UNEP 2023 warned of AI-induced e-waste and unsustainable material sourcing for chips and servers.

• Eg: UNEP 2023 warned of AI-induced e-waste and unsustainable material sourcing for chips and servers.

• Opaque sustainability metrics: Absence of AI-specific energy and emissions data hinders regulation and oversight. Eg: IEA 2024 survey found only 17% of major tech firms disclose AI-related energy use.

• Eg: IEA 2024 survey found only 17% of major tech firms disclose AI-related energy use.

Strategies for net-positive climate outcomes

• Carbon-free data infrastructure: Promote renewable-powered AI data centres and location shifting aligned with green grids. Eg: Microsoft’s Sweden data centre operates fully on wind and hydro energy (IEA Casebook, 2023).

• Eg: Microsoft’s Sweden data centre operates fully on wind and hydro energy (IEA Casebook, 2023).

• Mandatory energy-use disclosures: Legal frameworks must require firms to report energy and carbon footprint of AI systems. Eg: EU AI Act (to be enforced in 2026) mandates firms to disclose AI-related energy consumption.

• Eg: EU AI Act (to be enforced in 2026) mandates firms to disclose AI-related energy consumption.

• Public funding for AI-for-climate R&D: Create dedicated investment lines for sustainable AI development in public interest sectors. Eg: NITI Aayog’s AI Mission proposes a focused vertical for AI solutions addressing climate and sustainability.

• Eg: NITI Aayog’s AI Mission proposes a focused vertical for AI solutions addressing climate and sustainability.

• Support for green AI startups: Enable access to cloud computing, regulatory clarity, and patient capital. Eg: Google’s AI Startup Program supports early-stage climate tech startups with compute credits and mentoring (2024).

• Eg: Google’s AI Startup Program supports early-stage climate tech startups with compute credits and mentoring (2024).

• Global collaboration platforms: Foster international missions to co-develop AI tools, datasets, and benchmarks for climate goals. Eg: Mission Innovation CleanTech Exchange drives global AI-climate cooperation across 23 countries (UNEP, 2024).

• Eg: Mission Innovation CleanTech Exchange drives global AI-climate cooperation across 23 countries (UNEP, 2024).

Conclusion

AI’s climate potential lies in strategic, ethical deployment—not blind scaling. With bold regulations, targeted innovation, and global cooperation, AI can become a cornerstone of sustainable transformation, not a burden on the climate ledger.

General Studies – 4

Q7. Shruti, an IAS officer from the 2022 batch, has a routine of reading the newspaper daily. One day, she came across a distressing article reporting a tragic incident in Old Rajinder Nagar. A basement in a local coaching institute was inundated following a burst drain during heavy rainfall. This disaster resulted in the deaths of three UPSC aspirants and sparked widespread outrage among the student community. The tragedy has highlighted significant concerns about the hazardous conditions in coaching centers, particularly overcrowded basements. The incident brought back memories for Shruti, as she had previously studied in Old Rajinder Nagar. Despite her advancement to an officer, she noted that conditions in the area had not improved. Shortly after, Shruti received a call from Manasa, a close friend from her days in Rajinder Nagar. Manasa discussed the tragic event and invited Shruti to support the student community by joining a protest scheduled to take place in two days. Manasa implied that failing to attend the protest could result in the end of their friendship. Shruti, now caught between her professional responsibilities and personal connections, faces a challenging dilemma. As an officer committed to her duties and as someone with personal ties to the area, she must navigate the complexities of this situation. (20 M)

In the given circumstance answer the following:

• Identify the stakeholders and the ethical dilemmas involved in the case. What options are available to Shruti in addressing the situation? Evaluate the potential consequences of each option and recommend a course of action that aligns with ethical principles and professional duties.

• Identify the stakeholders and the ethical dilemmas involved in the case.

• What options are available to Shruti in addressing the situation? Evaluate the potential consequences of each option and recommend a course of action that aligns with ethical principles and professional duties.

* Difficulty Level: Medium*

Why the question: The case explores the moral conflict faced by a public servant when personal loyalty clashes with official duty in a situation involving public tragedy and emotional pressure. Key demand of the question: The question requires identifying all stakeholders and ethical dilemmas in Shruti’s case, then evaluating her possible options with ethical reasoning and recommending a balanced, principled course of action. Structure of the Answer: Introduction: Briefly mention the ethical tension between personal emotion and official responsibility in Shruti’s situation. Body: Identify major stakeholders like Shruti, her friend, student community, families, coaching institutions, and local authorities. Outline core dilemmas such as public duty vs private loyalty, neutrality vs activism, and moral concern vs professional code. Present options (joining protest, offering indirect support, advocating policy reform, or disengaging), evaluate consequences of each, and suggest the most ethically appropriate action based on duty, neutrality, and long-term impact. Conclusion: Summarise how Shruti can uphold both empathy and duty by initiating systemic change while maintaining professional integrity.

Why the question: The case explores the moral conflict faced by a public servant when personal loyalty clashes with official duty in a situation involving public tragedy and emotional pressure.

Key demand of the question: The question requires identifying all stakeholders and ethical dilemmas in Shruti’s case, then evaluating her possible options with ethical reasoning and recommending a balanced, principled course of action.

Structure of the Answer:

Introduction: Briefly mention the ethical tension between personal emotion and official responsibility in Shruti’s situation.

• Identify major stakeholders like Shruti, her friend, student community, families, coaching institutions, and local authorities.

• Outline core dilemmas such as public duty vs private loyalty, neutrality vs activism, and moral concern vs professional code.

• Present options (joining protest, offering indirect support, advocating policy reform, or disengaging), evaluate consequences of each, and suggest the most ethically appropriate action based on duty, neutrality, and long-term impact.

Conclusion: Summarise how Shruti can uphold both empathy and duty by initiating systemic change while maintaining professional integrity.

Introduction:

Shruti finds herself at a crossroads, torn between her professional responsibilities and personal connections when a tragic incident occurred in a place tied to her past, stirs a conflict between duty and loyalty. The dilemma highlights the intricate balance public servants must maintain between their roles and personal affiliations.

• a) Stakeholders involved in the case are:

• Shruti: Balancing her role as a public servant and personal ties with her friend and the affected students.

• Manasa: Her friendship with Shruti and her position as a student advocate.

• Student community: Their safety concerns and demands for better infrastructure in coaching centers.

• Coaching institutes: Responsible for providing safe learning environments but facing allegations of negligence.

• Local government and regulatory authorities: Their role in enforcing safety regulations in educational institutions.

• UPSC aspirants’ families: Coping with the loss and seeking justice and improvements to prevent future tragedies.

Dilemmas involved in the case are

• Personal values vs. Professional responsibilities: Shruti’s personal experiences and connections with Old Rajinder Nagar urge her to support the student protest. However, as an IAS officer, she must prioritize her duties and the expectations of her professional role.

• Shruti’s personal experiences and connections with Old Rajinder Nagar urge her to support the student protest. However, as an IAS officer, she must prioritize her duties and the expectations of her professional role.

• Conflict of interest: Shruti’s role as an IAS officer requires her to remain impartial. Her close connection to the student community and the request from her friend Manasa to join the protest may challenge her ability to stay neutral.

• Shruti’s role as an IAS officer requires her to remain impartial. Her close connection to the student community and the request from her friend Manasa to join the protest may challenge her ability to stay neutral.

• Monetization of coaching vs. Safety of students: The incident highlights the dilemma between prioritizing the financial aspects of coaching centers and the safety and well-being of the students, an issue that Shruti, as an administrator, may need to address.

• The incident highlights the dilemma between prioritizing the financial aspects of coaching centers and the safety and well-being of the students, an issue that Shruti, as an administrator, may need to address.

• Freedom of expression vs. Law and order: While Shruti values the students’ right to protest and express their grievances, she must also consider the implications for law and order, especially if protests escalate.

• While Shruti values the students’ right to protest and express their grievances, she must also consider the implications for law and order, especially if protests escalate.

• Loyalty to government vs. Aligning with moral reasons: Shruti faces a dilemma between maintaining loyalty to the government and its regulations and her moral obligation to advocate for better conditions in coaching centers, reflecting her personal values and concern for student safety.

• Shruti faces a dilemma between maintaining loyalty to the government and its regulations and her moral obligation to advocate for better conditions in coaching centers, reflecting her personal values and concern for student safety.

• b) Shruti has following options available with her in the given case:

Option 1: Attend the protest

Merits | Demerits

1.Empathy demonstration: Shows personal commitment, potentially leading to stronger community trust. | 1. Conflict of interest: May blur the lines between her professional duties and personal affiliations, undermining her impartiality as an officer.
2.Solidarity: Enhances her relationship with Manasa and the student community, affirming her support for their cause. | 2. Perceived bias: Could be interpreted as favoritism towards a particular group, affecting her credibility and objectivity.
3.Ethical leadership: By taking a public stand, she sets an example of proactive leadership. | 3. Professional risk: Participation might expose her to administrative or political repercussions.

Option 2: Offer support from a distance

Merit | Demerit

1.Professional integrity: Maintains her neutrality while still engaging with the issue responsibly. | 1. Perceived indifference: Her absence from the protest could be misconstrued as lack of commitment to the cause.
2.Balanced approach: Demonstrates concern for student safety without compromising her official position. | 2. Strained relationships: May impact her friendship with Manasa and others who value visible participation.
3.Ethical communication: By choosing this path, she upholds transparency and open dialogue. | 3. Limited influence: Her efforts might be seen as insufficient by those demanding immediate action.

Option 3: Advocate for policy changes

Merit | Demerit

1.Long-term impact: Focuses on systemic solutions that can create lasting improvements in coaching institute regulations. | 1. Slow process: Policy changes can be time-consuming, leading to frustration among the student community.
2.Ethical responsibility: Aligns with her duty as a public servant to enact change through appropriate channels. | 2. Perception of passivity: May be viewed as a passive approach by those seeking immediate action.
3.Professionalism: Upholds her role in policymaking without direct involvement in protests, maintaining her integrity. | 3. Potential ineffectiveness: Without visible support, her efforts might lack the necessary urgency and impact.

Option 4: Decline to engage

Merit | Demerit

1.Neutrality preservation: Ensures complete adherence to her professional boundaries and obligations. | 1. Missed opportunity: Fails to leverage her position to advocate for meaningful change or address the students’ concerns.
2.Risk avoidance: Protects her from any negative repercussions associated with activism or protest involvement. | 2. Damaged trust: Could lead to a perception of indifference or apathy, potentially alienating her from the community.
3.Clear role definition: Reinforces the separation between her personal beliefs and official duties. | 3. Relationship strain: Risks weakening her bond with Manasa and others who are personally invested in the issue.

Given the ethical philosophies at play, Shruti should prioritize her professional responsibilities. According to Kant’s categorical imperative, her actions must be universally applicable and not based on personal ties, thus necessitating neutrality and adherence to her duties. The Civil Service Code of Conduct and Weberian bureaucracy emphasize impartiality, duty, and adherence to law, requiring Shruti to uphold her responsibilities as an officer. Gandhian philosophy supports acting with integrity and non-violence, suggesting that Shruti should advocate for change through proper channels rather than public protest. Therefore, Shruti should refrain from attending the protest and instead work within her role to address the underlying issues in coaching centers.

Conclusion:

Shruti can draw upon her authority to effect meaningful change, proving that even in difficult circumstances, “there is always a way out.” By leveraging her position, Shruti has the potential to transform and reform the area where her roots run deep, ensuring safer conditions for future generations.

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