GS Paper 3 practice questions for UPSC Mains 2026.

Introduction: Union Budget 2025-26 pegs the Centre's fiscal deficit at 4.4% of GDP, down from a pandemic peak of 9.2% (2020-21); FRBM Act 2003 originally targeted 3%.

Body: 1) FRBM trajectory and N.K. Singh Committee debt-anchor (Centre 40%, States 20%, General 60%). 2) Composition risks — capex push (₹11.21 lakh crore), subsidy stickiness, off-budget liabilities. 3) State finances and 16th Finance Commission window. Cite RBI State Finances 2024-25.

Way forward: Operationalise an independent Fiscal Council (NK Singh recommendation); shift FRBM to debt-to-GDP anchor; align Centre-state borrowing under Article 293(3).

Introduction: PLFS Annual Report 2023-24 reports female LFPR (usual status, 15+) at 41.7%, up from 23.3% in 2017-18; NFHS-5 records 32.8% female workforce participation.

Body: 1) Composition — agriculture and self-employment dominate; salaried work share stagnant. 2) Structural barriers — unpaid care (NSO Time Use Survey), safety, mobility, skilling. 3) Policy levers — Code on Social Security 2020, Mission Shakti, creche under MGNREGA.

Way forward: Implement four Labour Codes; expand creche infrastructure under Mission Shakti; couple Skill India Digital Hub with women-led FPOs; urban employment guarantee pilots.

Introduction: India Semiconductor Mission (ISM) launched 2021 with ₹76,000 crore outlay; approved fabs include Tata-PSMC Dholera, Micron ATMP Sanand, CG Power-Renesas, Kaynes Sanand and Tata Jagiroad OSAT (cumulative ~₹1.5 lakh crore investment).

Body: 1) Strategic logic — chip imports ~$30 bn FY24; geopolitical concentration in Taiwan and Korea; Pax Silica framing. 2) Programme architecture — SPECS, DLI, modified incentive scheme covering 50% capex. 3) Risks — IP and talent gap, water and power needs (Dholera 110 ML/day), trailing-edge node focus (28-65 nm).

Way forward: Scale Semicon India 2.0 with leading-edge node pathway; expand C-DAC and IITs through Chips to Startup; align with US CHIPS Act dialogue and Quad supply chain.

Introduction: Cabinet approved the BioE3 Policy (Biotechnology for Economy, Environment, Employment) in August 2024; India's bioeconomy is estimated at $165.7 billion (~5.2% of GDP, India BioEconomy Report 2024) and is targeted at $300 billion by 2030.

Body: 1) BioE3 pillars — bio-based chemicals, functional foods, precision biotherapeutics, climate-resilient agriculture, marine and space research, carbon capture. 2) Genome India Project sequenced 10,000 whole genomes (Jan 2025 milestone); IBDC repository. 3) Gene editing — DBT 2022 guidelines exempt SDN-1, SDN-2 from GM regulation under EPA 1986.

Way forward: Operationalise National Bio-manufacturing Hubs; align Drugs and Cosmetics Act with CDSCO biosimilar pathway; fast-track Cell and Gene Therapy NexCAR19 commercialisation.

Introduction: India's updated NDC (Aug 2022) commits to 45% reduction in GDP emissions intensity by 2030 over 2005 levels and 50% non-fossil installed capacity; India's LT-LEDS was submitted at COP27 (2022) targeting net-zero by 2070.

Body: 1) Pathways — power decarbonisation (500 GW non-fossil by 2030), industrial transition (green hydrogen, steel), urban transport (EV30@30). 2) CBAM — EU Carbon Border Adjustment Mechanism transitional phase since Oct 2023, full from Jan 2026; covers steel, cement, aluminium, fertilisers, electricity, hydrogen. 3) Just transition — RECLAIM Framework for closed coal mines.

Way forward: Operationalise CCTS under Carbon Credit Trading Scheme 2023 (MoEFCC, BEE); negotiate CBAM equivalence with EU; expand National Adaptation Fund and Green Hydrogen Mission.

Introduction: Services contribute 54.7% of GVA (Economic Survey 2024-25) but only ~30% of employment; manufacturing stuck near 14-16% of GVA against the 25% target of NMP 2011.

Body: 1) Drivers of jobless growth — capital-intensive services (IT-BPM, finance), informalisation, premature deindustrialisation. 2) Aatmanirbhar pivot — PLI in 14 sectors (₹1.97 lakh crore outlay), National Logistics Policy 2022, PM Gati Shakti. 3) Constraints — MSME credit gap (~₹25 lakh crore), skill mismatch (PLFS 2023-24), labour code delays.

Way forward: Operationalise four Labour Codes; expand Employment Linked Incentive scheme of Budget 2024-25 (₹2 lakh crore over 5 years); scale Skill India Digital Hub and PMKVY 4.0; export-led MSME clusters under SFURTI.

Introduction: NSO Household Consumption Expenditure Survey 2022-23 shows rural MPCE ₹3,773 vs urban ₹6,459 — urban 1.7× rural; PLFS 2023-24 urban unemployment 6.7% vs rural 2.5%.

Body: 1) Causes — premature urbanisation, informalisation, migrant precarity exposed by COVID. 2) MGNREGA model — demand-driven, statutory, ₹86,000 crore budget FY25. 3) State pilots — Kerala AUEGS, Rajasthan Indira Gandhi Shahari Rozgar Guarantee Yojana, Odisha MUKTA. 4) Concerns — fiscal burden, urban informal labour profile, urban local body capacity.

Way forward: Use 16th Finance Commission window to design a national scheme; expand MoHUA's DAY-NULM; e-Shram portal integration; ULB capacity building under AMRUT 2.0.

Introduction: CAG Compliance Audit 2022 flagged ₹4.5 lakh crore extra-budgetary resources between FY17-FY21 — FCI loans, NHAI bonds, fertiliser subsidies parked outside Budget.

Body: 1) Mechanisms — NSSF loans to FCI, EBRs by NHAI, IRFC borrowings for Railways. 2) Impact — fiscal deficit understated, distorted Article 293(3) consent for States, debt-to-GDP underreported. 3) Reforms — Finance Minister announced 2022 Budget to recognise EBRs; FCI loan converted to budgetary subsidy.

Way forward: Make EBR disclosure mandatory under FRBM Section 7; bring all GBE borrowings into general government debt under N.K. Singh framework; CAG real-time audit access via Section 18 of CAG (DPC) Act.

Introduction: India imports 87.7% of crude oil and ~50% of natural gas (PPAC Apr 2025); Cabinet approved National Green Hydrogen Mission (Jan 2023) with ₹19,744 crore outlay; PM Surya Ghar Muft Bijli Yojana (Feb 2024) targets 1 crore rooftops.

Body: 1) Demand-side — Mission LiFE (Lifestyle for Environment, UNFCCC COP26), Star Rating, Perform-Achieve-Trade. 2) Supply-side — Green Hydrogen, SIGHT incentives, 500 GW non-fossil by 2030. 3) Risks — Strait of Hormuz exposure, Russia discounts ending, REC market depth.

Way forward: Mandatory Energy Audit under BEE Section 14(i); expand Strategic Petroleum Reserve Phase-II (6.5 MMT); fast-track CBG and bioethanol blending (20% E20 target advanced to 2025-26).

Introduction: Public Sector Bank count dropped from 27 (2017) to 12 (post-2020 merger of 10 PSBs into 4); Budget 2021-22 announced privatisation of two PSBs and one general insurer.

Body: 1) Performance — PSB net profit ₹1.41 lakh crore FY24 (RBI Trend & Progress Report), GNPA 3.1% (Sep 2024). 2) Case for privatisation — efficiency, capital, governance autonomy. 3) Concerns — financial inclusion mandate, RRB-PSB linkage, employee unions, BBB recommendations. 4) Banking Companies (Acquisition) Amendment pending.

Way forward: Empower Bank Boards Bureau (now Financial Services Institutions Bureau); strategic disinvestment with golden share; ringfence priority sector mandate via SBI-led consortium.

Introduction: NITI Aayog's 'Investment Opportunities in India's Healthcare Sector' (2021) projects $370 billion market by 2025; healthcare PPP underdeveloped vs roads/airports.

Body: 1) Models compared — BOT (full private risk), HAM (40:60 risk-share), Swiss Challenge (unsolicited bid + counter). 2) Healthcare specifics — high public-good content, low IRR, regulatory complexity. 3) Lessons — Karnataka cath lab PPP success; Andhra Aarogyasri; Niti's PMJAY hospital PPP guidelines.

Way forward: Use HAM with Viability Gap Funding under DEA Scheme (₹8,100 crore extended FY25); standard model concession agreements; National Monetisation Pipeline expansion to district hospitals via NITI VGF.

Introduction: Central Ground Water Board Assessment 2024 reports 14.21% of blocks 'over-exploited'; Punjab, Haryana, Western UP and Rajasthan worst; agriculture consumes ~85% of groundwater.

Body: 1) Drivers — flat power tariff (free in 11 states), MSP-paddy lock-in, weak metering. 2) Schemes — Jal Shakti Abhiyan: Catch the Rain (2021), Atal Bhujal Yojana (₹6,000 crore, World Bank co-financed). 3) Behavioural — Crop diversification, DSR (direct-seeded rice).

Way forward: Implement Mihir Shah Committee recommendations; expand Paani Bachao Paise Kamao (Punjab pilot); link MSP to water-use efficiency; mandatory metering under Atal Bhujal Phase-II.

Introduction: MSP covers 23 crops; Standing Committee on Agriculture report 2024 notes only 6-7% of farmers receive MSP; SC-appointed committee on farm laws (chair Anil Ghanwat) reported July 2022.

Body: 1) Case for — income security, formalise procurement beyond paddy-wheat, climate-resilient diversification. 2) Case against — fiscal cost (₹10 lakh crore estimate by NITI), WTO AMS exposure under Article 6.4, market distortion. 3) Architecture — CACP recommends, CCEA decides; A2+FL vs C2 debate (Swaminathan formula).

Way forward: Strengthen Price Deficiency Payment under PM-AASHA; legal guarantee only for diversification basket; e-procurement via NAFED/e-Samridhi; WTO Peace Clause renegotiation.

Introduction: Fragmented holdings — 86% small/marginal (Agri Census 2015-16); leasing legally restricted in many states; NITI Aayog Model Agricultural Land Leasing Act 2016 adopted by only a handful (UP, Uttarakhand, MP, AP).

Body: 1) Constraints — informal tenancy hides 25-30% leased area, locks credit, insurance access. 2) Existing consolidation — Punjab, Haryana, Western UP successes; eastern stagnation. 3) Land records — digitisation via DILRMP, geo-referencing under SVAMITVA, Bhulekh portals.

Way forward: Adoption of Model Land Leasing Act by states; recognise tenant rights without adversarial possession; integrate with KCC and PMFBY portability; National Spatial Data Infrastructure expansion.

Introduction: India is second-largest fish producer (16.25 MT in FY23, DAHD); PMMSY (₹20,050 crore, 2020-25) targets fish output 22 MT by FY25; Draft Blue Economy Policy under MoES, 2022.

Body: 1) PMMSY achievements — sub-component PM-MKSSY (₹6,000 crore, 2024) for formalisation; sea-cage culture, fishing harbours. 2) Blue economy pillars — marine fisheries, deep-sea mining, port-led growth, coastal tourism (Niti Aayog framework 2021). 3) Constraints — overfishing, IUU, climate impact, livelihood vulnerability.

Way forward: Implement Marine Fisheries Bill (pending) with state cooperation; Sagar Mitra extension; FFPOs analogous to FPOs; PMMSY-II post-FY25 with climate adaptation focus.

Introduction: MeitY notified the IT (Intermediary Guidelines and Digital Media Ethics Code) Amendment Rules 2026 on 10 February 2026 (effective 20 February 2026); over 50 million AI voice-clone calls were estimated during the 2024 Lok Sabha campaign.

Body: 1) Rules framework — definition of "synthetically generated information," visible labels, embedded provenance, takedown clocks of 3 hours (court/government orders) and 2 hours (intimate-image and impersonation deepfakes). 2) Criminal gaps — BNS 2023 covers identity impersonation under Section 319 but no dedicated deepfake offence; lack of victim restitution. 3) Institutional gap — no statutory AI regulator; reliance on Section 79 safe-harbour conditionality.

Way forward: Standalone Digital India Act with risk-tiered AI liability; statutory AI Safety Institute; mandatory C2PA-style content provenance; victim-compensation fund.

Introduction: ISM 1.0 approved December 2021 with ₹76,000 crore outlay; by December 2025, 10 approved projects with ~₹1.6 lakh crore committed across six states (MeitY); Tata-PSMC Dholera is the only front-end fab.

Body: 1) Composition — 1 fab (28nm and above) + 5 OSAT/ATMP units; Micron Sanand, Tata Jagiroad, CG-Renesas, Kaynes, HCL-Foxconn. 2) Materials and equipment gap — photoresist, slurry, specialty gases all imported; sovereignty at fab gate is illusory. 3) ISM 2.0 (Budget 2026-27, ₹1,000 crore FY26 provision) pivots to equipment, materials, design IP, and skilling.

Way forward: Scale ISM 2.0 funding to match the ecosystem gap; deepen Design Linked Incentive (target 100 firms, 20 past ₹1,500 crore revenue); secure critical-mineral supply via KABIL and Quad chip alliance.

Introduction: Cabinet approved the National Quantum Mission on 19 April 2023 with ₹6,003.65 crore over eight years (DST); Amaravati Quantum Valley launched 7 February 2026 with IBM Quantum System Two.

Body: 1) Four Thematic Hubs — Computing at IISc, Communication at IIT Madras + C-DOT, Sensing at IIT Bombay, Materials at IIT Delhi; 152 researchers across 43 institutions. 2) Indigenous milestones — QpiAI-Indus 25-qubit machine (14 April 2025); Dimira cryogenic cables; ISRO entanglement-based QKD over 300 m. 3) PQC roadmap — DST released migration plan February 2026; CII to PQC by 2029, enterprises by 2033, aligned to NIST FIPS 203-205 (August 2024).

Way forward: Increase NQM corpus through a private-capital window; mandate PQC migration for Aadhaar, UPI, defence networks; expand satellite QKD beyond 2,000 km target.

Introduction: India submitted updated NDC in August 2022 — 45% emissions-intensity cut by 2030 (vs 2005 baseline) and 50% non-fossil capacity by 2030; LT-LEDS released at COP27 (Sharm El-Sheikh, November 2022); EU CBAM definitive phase from 1 January 2026.

Body: 1) LT-LEDS pillars — low-carbon electricity, transport electrification, urban systems, hard-to-abate sectors, CO2 removal, finance. 2) CBAM impact — covers cement, iron-steel, aluminium, fertilisers, hydrogen, electricity; ~US$8 billion of Indian exports exposed. 3) Domestic instruments — CCTS notified 2023, Green Credit Programme 2023, GH2 mission ₹19,744 crore.

Way forward: Operationalise CCTS compliance phase; negotiate CBAM equivalence via India-EU FTA; scale GH2 to 5 MMT by 2030; ramp climate finance flows; assert CBDR-RC at COP31.

Introduction: National Clean Air Programme launched January 2019, revised target of 40% reduction in PM2.5/PM10 by 2025-26 over 2017 baseline; CAQM Act 2021 created the Commission for Air Quality Management for NCR and adjoining areas; CPCB AQI 2025 records winter PM2.5 in Delhi at 250-400 µg/m³ against WHO 5 µg/m³ annual.

Body: 1) NCAP — 131 non-attainment cities; ₹10,000+ crore disbursed via 15th FC grants. 2) Airshed governance — CAQM Act covers 5 states; GRAP stages I-IV. 3) Gaps — stubble burning, ULBs under-resourced, slow source-apportionment science.

Way forward: Statutory airshed plans for IGP; expand SAFAR-style real-time monitoring; mandatory crop-residue management with PUSA decomposer; phase out unfit BS-IV trucks.