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  • Agentic AI  

    Why in the News?

    Microsoft Chairman and CEO Satya Nadella recently noted that India is witnessing strong momentum in the adoption and deployment of artificial intelligence, particularly agentic AI applications.

    About Agentic AI

    Agentic AI is an advanced form of artificial intelligence that emphasises autonomous decision-making and action. It is designed to act independently in a goal driven manner with minimal human intervention.

    Core Concept

    • Based on AI agents that simulate human-like decision making
     • Capable of setting goals, planning steps, and executing tasks on its own
     • Goes beyond traditional AI systems that mainly respond to prompts or analyse data

    Prelims Pointers

    • Agentic AI emphasizes autonomy and goal orientation
    • Uses large language models as its reasoning engine
    • Key stages include perception, reasoning, planning, action, and reflection
    • Represents an evolution beyond prompt based AI systems
    With the present state of development, Artificial Intelligence can effectively do which of the following? (2020)

    (1) Bring down electricity consumption in industrial units

    (2) Create meaningful short stories and songs

    (3) Disease diagnosis

    (4) Text-to-Speech Conversion

    (5) Wireless transmission of electrical energy

    Select the correct answer using the code given below:

    (a) 1, 2, 3 and 5 only (b) 1, 3 and 4 only (c) 2, 4 and 5 only (d) 1, 2, 3, 4 and 5

  • Diving Support Craft A20

    Why in the news?

    The Indian Navy is set to commission Diving Support Craft (DSC) A20 at Kochi under the Southern Naval Command, marking a key milestone in indigenous naval capability.

    About Diving Support Craft A20

    • First vessel of the indigenously designed and constructed Diving Support Craft class
     • Lead ship in a series of five DSCs
     • Built by M s Titagarh Rail Systems Limited, Kolkata
     • Designed for a wide range of diving and underwater missions in coastal waters

    Prelims Pointers

    • DSC A20 is an indigenously built naval auxiliary vessel
    • Builder: Titagarh Rail Systems Limited
    • Hull type: Catamaran
    • Command: Southern Naval Command
    • Focus areas include diving operations, underwater missions, and salvage support
    Which one of the following is the best description of ‘INS Astradharini’, that was in the news recently? (2016)

    (a) Amphibious warfare ship 

    (b) Nuclear-powered submarine 

    (c) Torpedo launch and recovery vessel 

    (d) Nuclear-powered aircraft carrier

  • Pallas’s Gull 

    Why in the News?

    The rare migratory Pallas’s Gull was recently sighted at Udhwa Bird Sanctuary in Jharkhand, marking its return after nearly a decade.

    About Pallas’s Gull

    • Also known as the Great Black headed Gull
     • One of the largest gull species in the world
     • World’s largest black headed gull and third largest gull overall
     • Family: Laridae
     • Scientific name: Ichthyaetus ichthyaetus

    Conservation Status: IUCN Red List: Least Concern

    Distribution and Migration

    • Breeds in colonies across marshes and islands of southern Russia, Kazakhstan, and Mongolia
     • Migratory species
     • Winters in the Mediterranean region, Arabian Peninsula, and Indian subcontinent.

    Prelims Pointers

    • Pallas’s Gull is a migratory wetland dependent bird
    • Associated with Central Asian Flyway
    • Udhwa is Jharkhand’s only bird sanctuary and a Ramsar Site
    • Species belongs to the Laridae family
    Which of the following National Parks is unique in being a swamp with floating vegetation that supports a rich biodiversity? (2015)

    (a) Bhitarkanika National Park 

    (b) Keibul Lamjao National Park 

    (c) Keoladeo Ghana National Park 

    (d) Sultanpur National Park

  • Boreendo

    Why in the News?

    Boreendo, an ancient traditional musical instrument from Pakistan, has been inscribed on UNESCO’s List of Intangible Cultural Heritage in Need of Urgent Safeguarding.

    About Boreendo

    • Also known as Bhorindo
     • Traditional wind instrument from the Sindh region of Pakistan
     • Believed to be around 5,000 years old
     • Origins traced to Mohenjo Daro of the Indus Valley Civilisation

    Physical Features

    • Hollow spherical body with sound holes
     • Made of clay that is sun dried and kiln fired
     • Decorated using clay paint

    Cultural Practices

    • Played mainly by men
     • Women traditionally decorate the instrument
     • Used during winter bonfires, weddings, and local festivals

    UNESCO Significance

    • Listed under Intangible Cultural Heritage in Need of Urgent Safeguarding
     • Recognition highlights the risk of decline due to reduced practitioners and changing cultural practices
     • Aims to promote preservation, transmission, and awareness of the art form

    Prelims Pointers

    • Region: Sindh, Pakistan
     • Material: Clay
     • Type: Wind musical instrument
     • Civilisational link: Indus Valley Civilisation
     • UNESCO list focuses on endangered living traditions

    The famous female figurine known as ‘Dancing Girl’, found at Mohenjo-daro, is made of: (2025)

    (a) carnelian 

    (b) clay 

    (c) bronze 

    (d) gold

  • [12th December 2025] The Hindu OpED: The stark reality of educational costs in India

    PYQ Relevance

    [UPSC 2020] National Education Policy 2020 is in conformity with the Sustainable Development Goals-4 (2030). It intended to restructure and re-orient the education system in India. Critically examine the statement.

    Linkage: The article shows how rising education costs hinder NEP 2020’s and SDG-4’s aims of equitable, inclusive, affordable learning. It lets you critique the gap between policy intent and actual access.

    Mentor’s Comment

    The rising cost of education in India, despite constitutional guarantees of free and compulsory schooling, reveals a widening disconnect between policy intent and lived reality. NSS 80th Round data exposes how private schooling, coaching dependence, and high household education spending are reshaping access, equity, and social mobility. 

    Introduction

    Article 21A mandates free and compulsory education for 6-14 years, and NEP 2020 expands this to cover children aged 3-18. Despite this constitutional promise, NSS 80th Round (April-June 2022) on “Comprehensive Education Household Survey” highlights that schooling is becoming increasingly expensive in both urban and rural India. The financial strain has begun to undermine equitable access and intensify class-based educational inequalities.

    Enrolment Trends Reveal Shifting School Preferences

    1. Rising Private School Dependence: NSS shows 28.5% of students in India enrolled in private unaided schools; in urban areas, the share rises to 44.3%.
    2. Gender Disparity Persisting: Urban male enrolment in private schools stands at 44.2% versus 35.6% in rural areas; for girls, the gap remains substantial (41.5% urban vs 29.3% rural).
    3. Low Government School Enrolment: Government school enrolment lowest in urban areas (54.1%), showing preference for private institutions due to perceived quality gaps.
    4. Higher Enrolment in Private Pre-Primary: Shares rise to 37.6% (pre-primary), signalling early shift toward fee-based education.

    Why Are Educational Expenditures Rising?

    1. Higher Private School Fees: Private schools charge ₹7,589/year in rural areas for pre-primary vs much higher figures of ₹33,567 for urban higher secondary.
    2. Urban-Rural Fee Divide: Urban fees for secondary rise sharply to ₹12,021 vs ₹6,157 in rural areas, intensifying inequity.
    3. Coaching Costs Escalate: Households spend monthly on coaching across all classes; 7% rural and 6% urban took paid coaching.
    4. Middle-Income Burden Evident: Private school pre-primary costs equal expenditure of top 5% of households, showing regressive impact.
    5. Hidden Costs Added: Transportation, books, uniforms, and materials raise total expenditure significantly beyond tuition.

    What Does the Survey Reveal About Private Coaching Dependence?

    1. Widespread Coaching Culture: 7% rural and 6% urban students opt for private coaching, an indicator of weak classroom instruction.
    2. Class-Wise Variation: Coaching uptake peaks in higher secondary: 44.6% urban and 30.7% rural.
    3. Fee Escalations: Annual expenditure on coaching is ₹7,708 (urban) and ₹6,063 (rural), adding substantial pressure.
    4. Income-Linked Access: Higher participation among better-off households reinforces achievement gaps.
    5. Shift From School-Based Learning: Coaching becomes parallel schooling for competitive exams and higher education entry.

    How Does Educational Spending Impact Families?

    1. Monthly Financial Strain: Private schooling expenses rise from ₹1,499 (rural primary) to ₹7,297 (rural higher secondary).
    2. Urban Burden Considerably Higher: Urban households pay ₹12,018 for higher secondary on average.
    3. High Share of Household Budget: Poorer households spend disproportionately more on education relative to income.
    4. Limited Access Due to Costs: Low-income families increasingly withdraw or avoid private schooling for affordability reasons.
    5. Prestige and Social Signalling: Private schooling becomes an aspirational commodity symbolising status and mobility.

    Can Strengthened Public Schools Reduce This Inequality?

    1. Better Teacher Availability: Strengthening public schools reduces coaching dependence through improved teaching.
    2. Affordable High-Quality Option: Offers equitable access without catastrophic household expenditure.
    3. Restores Trust in Government Schools: Quality improvements narrow the private-public gap in learning outcomes.
    4. Reduces Social Stratification: Public systems prevent education from becoming a market commodity.
    5. Supports NEP 2020 Vision: Aligns with goal of universal access and foundational literacy-numeracy.

    Conclusion

    There is growing financial, social, and structural inequalities emerging from India’s rising educational costs. As private schooling and coaching dominate, low- and middle-income families face significant strain, threatening the constitutional promise of universal and equitable schooling. Strengthening public education remains the most sustainable path to reducing disparities, rebuilding trust in government schools, and ensuring the education system remains a vehicle of opportunity rather than exclusion.

  • Savings shift reshapes India’s markets

    Introduction

    India’s markets are being reshaped by a decisive movement from volatile foreign capital to sticky domestic savings. Mutual funds, SIPs, and household equity ownership are expanding rapidly, providing stability. But they also reveal problems linked to market asymmetry, inexperienced investors, uneven access, promoter dominance, and structural vulnerabilities. The issue is now central to India’s economic trajectory as the country moves toward Viksit Bharat 2047.

    Why in the news?

    India’s equity markets have reached a turning point as domestic household savings now overshadow foreign institutional flows, marking the largest shift in market behaviour in years. SIPs continue hitting record highs, household equity ownership has reached ₹2.6 lakh crore, and over 1 lakh crore raised this fiscal through IPOs. Yet this boom masks rising risks, making it a defining moment for investor protection and financial governance.

    How is domestic money reshaping India’s markets?

    1. Rise of domestic inflows: Household savings, SIPs, and direct retail investments now comprise nearly 19% of the market, rising consistently even as FPI flows decline.
    2. Record equity ownership: Households’ net equity wealth grew to ₹2.6 lakh crore, reducing dependence on volatile foreign capital.
    3. Lower FPI share: FPI ownership has fallen to a 15-month low, shifting market stability foundations from external to internal investors.
    4. Policy spillover: Lower inflation, RBI’s monetary stance, and reduced FPI volatility allow India to prioritise consumption-led growth over external vulnerability.

    What explains the boom in India’s primary markets?

    1. Strong domestic confidence: Primary market fundraising crossed ₹1 lakh crore, aligning with new retail enthusiasm.
    2. High retail participation: Retail share of IPO applications rose to over 7%, showing deeper democratization of access.
    3. High valuation appetite: Companies like Lenskart and Nykaa drew investors despite expensive valuations.
    4. Promoter behaviour as signal: Promoter holdings in NIFTY 50 at a 23-year low of 40%, raising questions on whether selling reflects real capital raising or opportunistic exits.

    Why are structural risks rising despite more participation?

    1. Performance problem: More activity does not guarantee better returns, especially for new investors entering during market highs.
    2. Unequal outcomes: Loss concentration among inexperienced investors undermines long-term trust.
    3. Access asymmetry: Limited access to low-cost passive funds, low indexing literacy, and inadequate disclosures weaken investor protection.
    4. Volatility exposure: New investors face market corrections without adequate safeguards or financial education.

    What issues stem from unequal participation and distribution?

    1. Wealth concentration: Financial returns skewed toward higher-income groups widen inequality.
    2. Market capture: A small segment of active managers disproportionately influences market outcomes.
    3. IPO valuation asymmetry: Over-enthusiasm coupled with limited financial capability poses downside risks to retail wealth.
    4. Regional inequality: Lack of location-specific strategies excludes women and underrepresented groups from financial markets.

    How can India strengthen investor protection and market stability?

    1. Fixing access asymmetry: Better disclosure norms, low-fee passive investing, and indexing education are essential.
    2. Regulatory nudges: Incentivising low-cost funds and transparent product design protects everyday investors.
    3. Deep structural reforms:
      1. Strengthening promoter governance
      2. Ensuring capital raising reflects business expansion
      3. Disincentivising opportunistic disinvestment
    4. Targeted inclusion: Gender- and region-specific interventions can bridge participation gaps and widen financial deepening.

    Conclusion

    India’s market shift toward domestic savings presents both opportunity and risk. Stability rises when markets rely less on foreign capital, but without strong investor protection, transparency, and inclusive access, democratization may turn into vulnerability. For India’s financial deepening and long-term economic resilience, governance reforms, structured investor education, and asymmetry correction must accompany rising participation.

    PYQ Relevance

    [UPSC 2017] Among several factors for India’s potential growth, the savings rate is the most effective one. Do you agree? What are the other factors available for growth potential? 

    Linkage: Rising domestic household savings reshaping India’s capital markets directly connects to the role of savings in economic growth, stability, and financial deepening.

  • China’s $1-trillion trade surplus: What’s behind it, what it means for India, world

    Introduction

    China has crossed a historic milestone by recording a trade surplus exceeding $1 trillion in the first 11 months of 2025. This achievement reflects China’s export dominance, cost efficiencies, and deep manufacturing networks. Yet, behind the success lie persistent weaknesses, stagnant consumption, weak imports, currency effects, and overcapacity in key sectors. These trends shape not just China’s trajectory but also global industrial dynamics, including India’s trade and manufacturing future.

    Why in the news?

    China’s trade surplus has exceeded $1 trillion for the first time in history, despite years of U.S. tariffs and geopolitical frictions. The resilience reflects China’s ability to expand exports to South and Southeast Asia, Africa, and Latin America, even as domestic demand weakens.

    What does the $1-trillion surplus reveal about China’s growth trajectory?

    1. Export-led resilience: Manufacturing depth and supply-chain clusters allowed China to sustain expansion despite tariffs.
    2. Structural internal weakness: Low consumption and investment constrain domestic absorption.
    3. Sectoral overcapacity: EVs, batteries, industrial goods, and electronics output exceeds internal demand.
    4. Policy cushioning: Government intervention continues to support firms under price pressure.

    How do components of trade explain the imbalance?

    1. Lower-value export surge: Expanded sharply, reflecting weak internal markets pushing firms outward.
    2. Import contraction: Decline in commodities and inputs indicates sluggish domestic activity.
    3. Currency-linked advantage: A weaker yuan reinforces export competitiveness.
    4. Manufacturing glut: Large surpluses in EVs, solar equipment, electronics depress global prices.

    How does the surplus intensify global ‘dumping’ concerns?

    1. Persistent oversupply: Weak domestic demand forces producers to export inventory at low prices.
    2. Pressure on partner economies: U.S., EU, and developing economies report domestic industries losing competitiveness.
    3. Tariff limitations: U.S. tariffs did not significantly reduce Chinese exports.
    4. Supply chain entrenchment: China’s dominance across EVs, tech components, and industrial goods remains unchallenged.

    How sustainable is China’s export-led model?

    1. Renewed “China Shock” risk: Manufacturing displacement and job losses could mirror early 2000s patterns.
    2. Dependence on external demand: Growth remains tied to global absorption rather than domestic stability.
    3. Competitive squeeze on emerging markets: Low-cost Chinese exports undermine local industries.
    4. Structural bottlenecks: Ageing workforce, real-estate slowdown constrain internal economic balancing.

    How do manufacturing dynamics shape the surplus?

    1. Scale-driven efficiency: China sustains low costs across both labour-intensive and advanced sectors.
    2. Policy-backed expansion: Subsidies and industrial support keep output rising.
    3. Global market share gains: EVs, solar panels, electronics, and industrial machinery continue expanding.
    4. Domestic slowdown: Weak property and consumption push firms outward to global markets.

    Impact on India and Indian Trade

    1. Cheaper import influx risk: Price-suppressed Chinese exports may flood Indian markets, impacting electronics, machinery, solar equipment, and auto components.
    2. Pressure on India’s manufacturing ambitions: China’s entrenched manufacturing scale raises India’s cost of competing globally under ‘Make in India’.
    3. Possible trade diversion: As the U.S. and EU tighten controls, India could face redirected Chinese goods.
    4. Market displacement abroad: Indian exports in Africa, Southeast Asia, and Latin America face increased competition from cheaper Chinese alternatives.
    5. Strategic policy dilemma: Balancing industry protection with consumer prices and trade stability becomes increasingly complex.

    Lessons for India

    1. Need for competitive scale: China demonstrates the value of large, integrated industrial clusters. India must deepen logistics, supply chains, and factor-market efficiencies.
    2. Balanced growth strategy: China’s heavy export-reliance exposes vulnerabilities; India must cultivate both domestic consumption and export capacity.
    3. Avoiding overcapacity traps: China’s challenges underline the importance of calibrating production capacity with market signals.
    4. Building resilience to global shocks: India needs robust monitoring of trade flows and flexible tariff tools.
    5. Technology depth imperative: China’s advantage is rooted in technological upgrading; India must accelerate R&D, innovation incentives, and high-tech manufacturing.

    Comparative Analysis with Other Countries

    1. United States: Tariffs failed to curb China’s exports, showing the limitations of defensive measures without productive capacity building, an important lesson for India.
    2. Southeast Asia: Countries like Vietnam and Indonesia witness intensified competition and job risks just as India does, but India’s larger domestic market offers relative insulation.
    3. Mexico: Direct competition in the U.S.-linked value chains mirrors India’s exposure; both face risks of Chinese undercutting.
    4. Africa: China’s aggressive pricing challenges traditional Indian strongholds in machinery, pharma, and services.
    5. European Union: EU’s regulatory pushback on Chinese EVs illustrates structured responses India could consider; sector-specific anti-dumping, surveillance mechanisms.

    Conclusion

    China’s record surplus highlights a powerful yet imbalanced economic structure. While global markets absorb China’s excess capacity, emerging economies, including India, face intensified competition and strategic risks. The situation offers critical lessons: strengthen domestic manufacturing, build competitive scale, avoid overcapacity, and enhance technological self-reliance. How China manages its internal imbalances will shape global industrial dynamics for years, and how India positions itself will determine its share of future growth.

    PYQ Relevance

    [UPSC 2017] Account for the failure of the manufacturing sector in achieving the goal of labor-intensive exports. Suggest measures for more labor-intensive rather than capital – intensive exports.

    Linkage: This question is highly relevant as India seeks to shift from capital-heavy growth to labour-absorbing manufacturing. It links directly to GS-III themes of industrial growth, labour reforms, MSME scaling, global value chain integration, and India’s need to counter low-cost competition from China, Bangladesh, and Vietnam.

  • Charaichung Festival at Majuli  

    Why in the News?

    Assam’s Majuli island hosted the second edition of the Charaichung Festival, aimed at reviving Asia’s first protected Royal Bird Sanctuary, Charaichung, established in 1633 AD.

    About Charaichung Sanctuary

    • Established in 1633 AD by Ahom King Swargadeu Pratap Singha (Burha Roja).
    • Considered Asia’s first protected royal bird sanctuary.
    • Holds a 392-year-old legacy.
    • Once thriving, the sanctuary has deteriorated and now requires active conservation.
    • Home to around 150 species of indigenous and migratory birds.

    About the Charaichung Festival

    • Held from December 7 to 10, 2025, at Majuli.
    • Organised by Majuli Sahitya and local communities.
    • Objective:
       • Revive Charaichung sanctuary
       • Strengthen bird conservation
       • Promote Majuli as a global tourism destination
    • Includes a special forest conservation exhibition showcasing biodiversity protection efforts.

    Significance of Majuli

    • Recognised as the world’s largest river island.
    • One of India’s important bird habitats, attracting domestic and international nature enthusiasts.
    • Rich in biodiversity and cultural heritage.
    Which of the following National Parks is unique in being a swamp with floating vegetation that supports a rich biodiversity? (2015)

    (a) Bhitarkanika National Park 

    (b) Keibul Lamjao National Park 

    (c) Keoladeo Ghana National Park 

    (d) Sultanpur National Park

  • Mass Mortality of Goniopora Corals at One Tree Reef  

    Why in the News?

    A new study published in Proceedings of the Royal Society B (December 10, 2025) reports unprecedented coral bleaching and mortality at One Tree Reef (OTR) in the southern Great Barrier Reef, driven by extreme heat and rapid spread of black band disease (BBD).

    Background

    • Coral reefs have shaped Earth’s climate for 250 million years.
    • OTR has not witnessed bleaching of this severity for decades.
    • The impacted species, Goniopora (flowerpot or daisy corals), typically live in lagoons and turbid reefs and are known for thermal tolerance, making their mass mortality alarming.

    Why Black Band Disease Spread at OTR

    • BBD is common in the Caribbean but historically rare in the southern Great Barrier Reef.
    • OTR is offshore and not affected by major nutrient pollution — usually a known trigger.
    • Other coral genera at OTR that bleached did not develop BBD.
    • Northern Great Barrier Reef surveys (2024) showed very low incidence (1–2 percent).
    Consider the following statements: (2018)

    1. Most of the world’s coral reefs are in tropical waters. 

    2. More than one-third of the world’s coral reefs are located in the territories of Australia, Indonesia and Philippines. 

    3. Coral reefs host far more number of animal phyla than those hosted by tropical rainforests. 

    Which of the statements given above is/are correct? 

    (a) 1 and 2 only (b) 3 only (c) 1 and 3 only (d) 1, 2 and 3

  • Onboarding of MTNL Pensioners onto SAMPANN  

    Why in the News?

    The Controller General of Communication Accounts (CGCA) has inaugurated the onboarding of all Mahanagar Telephone Nigam Limited (MTNL) pensioners onto the SAMPANN portal, marking a major step in modernizing pension administration under the Department of Telecommunications (DoT).

    About the MTNL Pensioners

    • The onboarding covers 45,939 MTNL pensioners from Delhi and Mumbai.
    • Includes both current retirees (November 2025) and past pensioners.
    • Event held at the Office of Principal CCA, Delhi.
    • Pensioners received E-PPOs (Electronic Pension Payment Orders) during the event.

    About SAMPANN

    System for Accounting and Management of Pension (SAMPANN)

    • A centralized, comprehensive telecom pension management platform of the DoT.
    • Enables fully digital processing of pension cases.

    Key Features of SAMPANN

    • Accurate, rule-based pension calculations.
    • Integrated case processing with end-to-end digital workflow.
    • PFMS-linked timely pension disbursements.
    • Multi-modal grievance redressal system.
    • Mobile app support (Android and iOS).
    • Real-time dashboards for monitoring and transparency.
    • Reduction of paperwork and delays.
    Consider the following statements: (2020)

    1. Aadhaar metadata cannot be stored for more than three months. 

    2. State cannot enter into any contract with private corporations for sharing of Aadhaar data. 

    3. Aadhaar is mandatory for obtaining insurance products. 

    4. Aadhaar is mandatory for getting benefits funded out of the Consolidated Fund of India. 

    Which of the statements given above is/ are correct? 

    (a) 1 and 4 only (b) 2 and 4 only (c) 3 only (d) 1, 2 and 3 only

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