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GS Paper: GS3

  • Candida auris

    Why in the News?

    An Indian led study has warned that Candida auris, a drug resistant fungal pathogen, is becoming more virulent and spreading globally, with high mortality rates even after treatment, raising serious public health concerns.

    About Candida auris

    • Candida auris is a multidrug resistant fungal pathogen.
    • It causes severe invasive infections, particularly in hospitalised and immunocompromised patients.
    • First identified in 2009.
    • Classified as an emerging global health threat due to frequent treatment failure and high fatality.

    Transmission

    • Spreads through direct contact with infected or colonised individuals, including asymptomatic carriers.
    • Transmitted via Contaminated surfaces, Medical equipment and Invasive devices like catheters and ventilators

    Prelims Pointers

    • Candida auris is a fungus, not a bacterium or virus
    • Primarily a hospital acquired infection
    • Difficult to detect due to sepsis like symptoms
    • Major concern due to antifungal resistance and high mortality
    [2019] Which of the following are the reasons for the occurrence of multi-drug resistance in microbial pathogens in India? 

    1. Genetic predisposition of some people 

    2. Taking incorrect doses of antibiotics to cure diseases 

    3. Using antibiotics in livestock farming 

    4. Multiple chronic diseases in some people 

    Select the correct answer using the code given below: 

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

  • PathGennie Software

    Why in the News?

    The Ministry of Science and Technology has announced the development of PathGennie, a new open-source computational software that can significantly speed up drug discovery by accurately simulating drug–protein unbinding, a crucial step in understanding drug efficacy and safety.

    What is PathGennie?

    • PathGennie is an open-source computational framework designed to simulate rare molecular events, especially the unbinding of drugs from protein targets.
    • It helps in predicting drug residence time, a key parameter that determines how long a drug remains effective inside the body.
    • It avoids artificial distortions commonly introduced in conventional simulation methods.

    Developed by

    • Scientists at the S. N. Bose National Centre for Basic Sciences, Kolkata.

    Aim of PathGennie

    • To overcome the limitations of traditional molecular dynamics simulations, which struggle to capture slow and rare molecular transitions.
    • To generate physically accurate pathways for drug–protein interactions.
    • To reduce computational time and cost without compromising accuracy.

    Applications

    • Predicts accurate drug unbinding pathways and residence times
      • Example: Imatinib with Abl kinase
    • Improves understanding of protein–ligand kinetics for better drug design
    • Applicable beyond drug discovery in: Chemical reactions, Catalysis, Phase transitions and Molecular self-assembly

    Prelims Pointers

    • PathGennie is open-source and computational in nature
    • Focuses on drug unbinding, not just binding
    • Helps estimate drug residence time, a key pharmacological parameter
    • Avoids artificial bias unlike conventional simulation techniques
    • Developed in India under the Ministry of Science and Technology
    [2022] Consider the following: 

    1. Aarogya Setu 

    2. CoWIN 

    3. DigiLocker 

    4. DIKSHA. 

    Which of the above are built on top of open-source digital platforms? 

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

  • Copper

    Why in the News?

    Copper prices touched a record high of over USD 12,000 per tonne in 2025, driven by US tariff uncertainty, global supply disruptions and rapidly rising demand from AI infrastructure, clean energy systems and electric vehicles.

    Characteristics of Copper

    Chemical Characteristics

    • Symbol: Cu
    • Atomic weight: 63.546 amu
    • High resistance to corrosion and oxidation
    • Forms important alloys
      • Brass: Copper plus Zinc
      • Bronze: Copper plus Tin

    Physical Characteristics

    • Excellent electrical and thermal conductivity
    • Highly ductile and malleable, suitable for wiring and shaping
    • Reddish brown in colour, among the few naturally coloured metals

    Unique Properties

    • 100 percent recyclable without loss of quality
    • Antimicrobial in nature, useful in healthcare settings
    • Improves energy efficiency and lowers CO₂ emissions over product life cycles

    Applications of Copper

    Energy and Power Sector

    • Power transmission lines and grids
    • Transformers and substations
    • Renewable energy systems like solar and wind
    • Battery energy storage systems

    Electric Vehicles

    • EVs use more than twice the copper of conventional vehicles
    • Used in motors, batteries, inverters and charging infrastructure

    Digital and AI Infrastructure

    • Data centres and hyperscale AI facilities
    • Power transmission and cooling systems

    Construction and Manufacturing

    • Plumbing and roofing
    • Industrial machinery
    • Electronics and electrical appliances

    Defence and Healthcare

    • Defence electronics and ammunition
    • Antimicrobial medical surfaces and equipment

    India and Copper

    • India has recognised copper as a critical mineral under its resource strategy
    • Over 90 percent dependence on imported copper concentrate
    • Domestic demand expected to rise sharply due to EVs, renewable energy and digital infrastructure expansion

    Major Copper Producing Countries

    • Chile, Peru, Democratic Republic of the Congo, China and the United States

    Prelims Pointers

    • Copper is a critical mineral for energy transition and digital economy
    • EVs and AI driven data centres are major demand drivers
    • Copper is fully recyclable and antimicrobial
    • India is heavily import dependent for copper concentrat
    [2021] Why is there a concern about copper smelting plants? 

    1. They may release lethal quantities of carbon monoxide into the environment. 

    2. The copper slag can cause the leaching of some heavy metals into the environment. 

    3. They may release sulphur dioxide as a pollutant. 

    Select the correct answer using the code given below: 

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

  • Secondary Pollutants

    Why in the News?

    A recent analysis by the Centre for Research on Energy and Clean Air has revealed that secondary pollutants now contribute nearly one third of Delhi’s annual PM2.5 load, highlighting a major shift in the nature of urban air pollution.

    What are Secondary Pollutants?

    • Secondary pollutants are not emitted directly from pollution sources.
    • They are formed in the atmosphere when primary pollutants such as SO₂, NOx and VOCs undergo chemical reactions.
    • These reactions are influenced by sunlight, temperature, humidity and stagnant air conditions.
    • They often accumulate downwind and over time, making monitoring and control more complex than primary pollutants.

    Major Secondary Pollutants

    • Secondary PM2.5: Ammonium sulfate and Ammonium nitrate
    • Ozone (O₃): Formed from nitrogen oxides (NOx) and volatile organic compounds (VOCs) in the presence of sunlight
    • Acids: Sulfuric acid and Nitric acid (contributors to acid rain)
    • Photochemical smog components: Peroxyacetyl nitrates (PANs) and Nitrogen dioxide (NO₂)

    Implications

    Regional and transboundary impact

    • Secondary aerosols can travel hundreds of kilometres
    • Delhi’s air quality is influenced by emissions from coal intensive states beyond the NCR

    Winter smog intensification

    • Moist and stagnant winter air sharply increases secondary PM2.5

    Health risks

    • Fine secondary particles penetrate deep into the lungs
    • Increase risks of respiratory and cardiovascular diseases

    Prelims Pointers

    • Secondary pollutants are formed in the atmosphere, not emitted directly
    • Ammonia plays a key role in secondary PM2.5 formation
    • Winter meteorology is crucial for secondary aerosol build up
    • Air pollution control requires regional coordination, not only city level measures
    [2013] Photochemical smog is a resultant of the reaction among 

    (a) NO₂, O₃ and peroxyacetyl nitrate in the presence of sunlight

    (b) CO₂, O₂, and peroxyacetyl nitrate in the presence of sunlight

    (c) CO, CO₂, and NO₂ at low temperature

    (d) high concentration of NO₂, O₃ and CO in the evening

  • [1st January 2026] The Hindu OpED: India’s space programme, a people’s space journey

    [UPSC 2016] Discuss India’s achievements in the field of Space Science and Technology. How has the application of this technology helped India in its socio-economic development?

    Linkage: The article illustrates India’s progression from landmark space missions to a citizen-centric space ecosystem supporting disaster management, agriculture, infrastructure, and governance.

    Mentor’s Comment

    India’s space programme has entered a decisive phase of transformation, from a state-led scientific endeavour to a people-centric strategic ecosystem. The article captures this transition by mapping India’s journey from symbolic achievements to institutional depth, private participation, and societal integration. It highlights how space has become a tool for governance, economy, national confidence, and global leadership, rather than remaining a niche scientific pursuit.

    Introduction

    India’s space programme is in focus following a series of firsts and institutional shifts that redefine its purpose and scale. From the Prime Minister’s articulation of Amrit Kaal goals to the operationalisation of the Indian Space Policy 2025, the sector is no longer limited to launches and missions. It now underpins disaster management, governance delivery, startup ecosystems, education, and international collaboration. The transformation is significant because it marks India’s shift from a mission-centric model to a citizen-facing, market-enabled, and globally integrated space ecosystem, an evolution rarely achieved by developing economies.

    How did India’s space journey evolve from inspiration to infrastructure?

    1. Foundational Vision: Established scientific self-reliance through indigenous launch vehicles and satellites, creating strategic autonomy in space access.
    2. Mass Participation: Chandrayaan missions generated nationwide engagement, embedding scientific ambition within public consciousness.
    3. Technological Maturity: Achieved precision landing, rover operations, and in-orbit docking, reflecting systemic depth beyond symbolic success.
    4. Societal Integration: Transitioned space assets from elite scientific use to everyday governance and citizen services.

    What milestones redefined India’s credibility as a space power?

    1. Chandrayaan-1: Confirmed presence of water molecules on the Moon, reshaping lunar science understanding.
    2. Chandrayaan-2: Delivered high-resolution lunar data despite partial mission failure, reinforcing learning-based innovation.
    3. Chandrayaan-3: Achieved first-ever soft landing near the lunar south pole, placing India among elite lunar explorers.
    4. Gaganyaan Preparations: Advanced human spaceflight readiness through crew module recovery and test vehicle missions.
    5. Aditya-L1 and SPADEX: Expanded capabilities into solar observation and in-orbit docking for future space stations.

    Why is the space sector being reframed as a national development tool?

    1. Disaster Management: Enables early warning systems, damage assessment, and real-time coordination.
    2. Agriculture and Fisheries: Supports crop estimation, drought monitoring, and marine resource advisories.
    3. Infrastructure and Transport: Enhances railway safety, urban planning, and power grid monitoring.
    4. Democratisation of Access: Positions space-derived data as a public good accessible to citizens and states.

    How is policy reform reshaping India’s space ecosystem?

    1. Indian Space Policy 2025: Institutionalises private sector participation across launch, satellite, and downstream services.
    2. Commercial Scaling: Facilitates startups in satellite manufacturing, launch vehicles, and data analytics.
    3. Economic Expansion: Increased sector valuation from ₹5,615 crore (2013-14) to ₹24,116 crore (2025-26).
    4. Employment Creation: Generates high-skill jobs across aerospace, AI, robotics, and materials science.

    What role do youth, education, and innovation play in this transition?

    1. Capacity Building: Engages over 60,000 students annually through Olympiads and space challenges.
    2. Innovation Platforms: Hackathons and competitions integrate academia with applied research.
    3. Startup Ecosystem: Over 350 startups contribute to satellite systems, launch services, and applications.
    4. Future Workforce: Strengthens STEM education pipeline aligned with emerging space technologies.

    How does India project leadership in global space governance?

    1. Climate Monitoring: Deploys satellites like G-20 Climate Satellite for global environmental observation.
    2. Data Sharing: Collaborates with NASA, ISRO, CNES, and ESA on Earth observation and planetary missions.
    3. Normative Leadership: Advances cooperative space use rooted in Vasudhaiva Kutumbakam.
    4. South-South Outreach: Provides satellite services and training to developing nations.

    Conclusion

    India’s space programme has evolved from a symbol of scientific aspiration into a core pillar of national development and strategic capability. By integrating space technology with governance delivery, economic expansion, private innovation, and global cooperation, India has repositioned space as a public good rather than an elite scientific pursuit. The transition towards human spaceflight, indigenous space infrastructure, and citizen-centric applications reflects a mature ecosystem aligned with the vision of Amrit Kaal. Sustained policy support, institutional coordination, and inclusive access will determine whether this transformation consolidates India’s role as a leading space power serving both national and global interests.

  • India’s status as world’s rice leader augurs a water crisis

    Introduction

    Rice production has expanded sharply due to assured procurement, rising subsidies, and export demand. However, groundwater-dependent irrigation has become the dominant mode in northern India. Despite strong monsoons in recent years, extraction rates exceed natural recharge. Government classification of aquifers as “over-exploited” or “critical” signals a structural imbalance between agricultural policy and water resource sustainability.

    Why in the News

    India overtook China to become the world’s largest rice producer in 2023, exporting nearly double the quantity compared to the past decade and producing over 140 million tonnes of rice. While this achievement was politically and economically celebrated, it has intensified groundwater extraction in Punjab and Haryana. Borewell depths have increased from 30-40 feet to 80-200 feet, indicating rapid aquifer depletion. Rice cultivation in India consumes 3,000-4,000 litres of water per kg, 20-60% higher than the global average, turning agricultural success into a water sustainability concern of national scale.

    How did India become the world’s largest rice producer?

    1. Production Expansion: Annual rice output exceeded 140 million tonnes, surpassing China in 2023.
    2. Export Growth: Rice exports nearly doubled in the past decade due to global demand and domestic surplus.
    3. Policy Support: Minimum Support Price (MSP) assurance ensured farmer preference for rice cultivation.

    Why is rice cultivation intensifying groundwater stress?

    1. High Water Requirement: Producing one kilogram of rice requires 3,000-4,000 litres of water, exceeding global norms by 20-60%.
    2. Groundwater Dependence: Punjab and Haryana rice farmers primarily rely on borewell irrigation.
    3. Aquifer Depletion: Groundwater levels declined from 30-40 feet to 80-200 feet, indicating unsustainable extraction.

    What role do subsidies play in water over-extraction?

    1. Electricity Subsidies: Free or low-cost power encourages excessive pumping of groundwater.
    2. Price Incentives: Rice prices increased by ~70% over the past decade, reinforcing crop preference.
    3. Input Distortion: Subsidies discourage transition to less water-intensive crops.

    Why are Punjab and Haryana particularly vulnerable?

    1. Irrigation Pattern: Dominant reliance on groundwater over surface irrigation systems.
    2. Weak Monsoon Resilience: Despite strong rainfall, extraction continues beyond recharge capacity.
    3. Critical Classification: Aquifers in both states fall under “over-exploited” or “critical” categories.

    How does groundwater stress threaten food security?

    1. Farmer Costs: Deeper borewells require higher capital and energy inputs.
    2. Production Risk: Aquifer depletion increases vulnerability to weak monsoons.
    3. Systemic Stress: India produces more rice than domestic requirements, amplifying water stress without proportional food security gains.

    What corrective signals are emerging?

    1. Crop Diversification Incentives: Haryana introduced ₹17,500 per hectare subsidy for switching to less water-intensive crops.
    2. Policy Limitation: Incentives are seasonal and lack long-term assurance.
    3. Institutional Recognition: Government data acknowledges unsustainable groundwater extraction trends.

    Way Forward

    1. Crop Diversification
      1. Shift Incentivisation: Expands cultivation of less water-intensive crops such as pulses and oilseeds through multi-year income assurance.
      2. Procurement Reform: Aligns MSP and assured procurement with water-efficient cropping patterns.
    2. Rationalisation of Subsidies
      1. Power Pricing: Reduces indiscriminate groundwater pumping by restructuring free electricity for agriculture.
      2. Input Targeting: Replaces universal subsidies with direct income support decoupled from water use.
    3. Water-Efficient Irrigation
      1. Micro-Irrigation Expansion: Enhances adoption of drip and sprinkler systems to improve water productivity.
      2. Alternate Wetting and Drying (AWD): Reduces water use in paddy cultivation without yield loss.
    4. Groundwater Governance
      1. Aquifer Management: Strengthens block-level monitoring and annual recharge-extraction audits.
      2. Regulatory Enforcement: Restricts borewell depth expansion in over-exploited zones.
    5. Export Rationalisation
      1. Water Footprint Accounting: Integrates virtual water costs into export policy decisions.
      2. Surplus Management: Aligns export volumes with regional water availability.

    Conclusion

    India’s rise as the world’s largest rice producer reflects policy certainty, farmer responsiveness, and export competitiveness. However, the same policy framework has accelerated groundwater depletion in key agrarian states. Without reorienting incentives toward water-efficient agriculture, food security gains risk becoming ecologically unsustainable. Long-term agricultural resilience requires aligning production, procurement, and irrigation policy with groundwater realities rather than output maximisation alone.

    PYQ Relevance

    [UPSC 2020] What are the major factors responsible for making the rice-wheat system a success? In spite of this success, how has this system become a bane in India?

    Linkage: This question directly links to MSP-led rice expansion, groundwater-intensive irrigation, and subsidy-driven cropping patterns, as highlighted in India’s rise as the world’s largest rice producer.

  • Too good to last: The headwinds facing the economy are not going away soon

    Introduction

    Industrial growth in November 2025 presents a paradox. While headline numbers suggest recovery, disaggregated analysis reveals that the drivers are temporary and non-replicable. The data underscores the disconnect between short-term industrial momentum and longer-term macroeconomic constraints such as weak consumption, sluggish investment, and external pressures.

    Why in the News

    India’s Index of Industrial Production (IIP) recorded 6.7% growth in November 2025, the fastest in 25 months, with manufacturing expanding by 8%, also a 25-month high. This marked a sharp reversal from October 2025, when industrial growth fell to a 14-month low. The surge appeared significant as it coincided with rebounds in consumer durables (10.3%), non-durables (7.3%), and mining (5.4%).

    Does the November IIP surge reflect a structural turnaround?

    1. IIP Growth Spike: Recorded 6.7% growth, the fastest in 25 months, reversing October’s slowdown.
    2. Manufacturing Expansion: Grew by 8%, reflecting short-term production acceleration.
    3. Temporal Contrast: October 2025 marked a 14-month low, underscoring volatility rather than trend reversal.

    What factors drove the temporary industrial acceleration?

    1. Seasonal Restocking: Sellers replenished inventories after festive-season depletion.
    2. GST Timing Effect: Government synchronized GST rate reductions with the festive period, creating a demand spike.
    3. Inventory Rebuilding: Festive sales eroded stocks, necessitating replenishment-driven production.

    Which sectors contributed most to the November rebound?

    1. Consumer Durables: Grew 10.3%, the highest in 12 months, driven by festive purchases.
    2. Consumer Non-Durables: Expanded 7.3%, a 25-month high, reflecting short-term consumption.
    3. Mining Sector: Recorded 5.4% growth, rebounding after two months of contraction due to an extended monsoon.
    4. Electricity and Mining Sensitivity: Output remained dependent on weather conditions, limiting sustainability.

    Why is the growth unlikely to be sustained?

    1. Seasonality Constraint: Festive demand is non-recurring; next cycle only in October-November 2026.
    2. Demand Weakness: Consumer demand remains sluggish beyond seasonal effects.
    3. GST Impact Fading: Industry reports indicate the GST-led boost is already ebbing.
    4. Weather Dependence: Mining and electricity outputs remain vulnerable to climatic variability.

    What does long-term data reveal about industrial health?

    1. April-November IIP Growth: Averaged only 3.3%, the weakest in post-pandemic years.
    2. Consumer Non-Durables Contraction: Declined 1% over the same period, signalling weak mass consumption.
    3. Statistical Anomaly: November growth appears as an outlier rather than trend confirmation.

    How do macroeconomic headwinds reinforce the slowdown?

    1. RBI Growth Outlook: Q3 growth projected at 7%, down from 8% average in H1; Q4 projected at 6.5%.
    2. Trade Barriers: 50% U.S. tariffs continue to constrain export competitiveness.
    3. Investment Sluggishness: Private investment remains subdued.
    4. Capital Outflows: Foreign capital withdrawal pressures domestic liquidity.
    5. Currency Depreciation: Weak rupee raises import costs in an import-dependent economy.
    6. Real Wage Stagnation: Wage growth insufficient to support sustained consumption.

    Conclusion

    The November 2025 industrial surge masks deeper structural weaknesses. Seasonal demand, fiscal timing, and weather normalization explain the rebound, while longer-term indicators confirm persistent headwinds. Without revival in consumption, investment, and external demand, industrial growth risks remaining episodic rather than transformational

    PYQ Relevance

    [UPSC 2017]  “Industrial growth rate has lagged-behind in the overall growth of Gross-Domestic-product (GDP) in the post-reform period.” Give reasons. How far are the recent changes in Industrial-policy capable of increasing the industrial growth rate? 

    Linkage: This PYQ directly examines the structural weakness of industrial growth vis-à-vis GDP. The editorial highlights this through episodic IIP spikes without sustained demand revival.

  • Pinaka Long Range Guided Rocket Maiden Flight Test

    Why in the News?

    India successfully conducted the maiden flight test of the Pinaka Long Range Guided Rocket off the Odisha coast. The rocket hit the target with textbook precision at its maximum range of 120 km.

    What is Pinaka LRGR

    • Long range guided rocket ammunition of the Pinaka multi barrel rocket system
      • Evolved from Pinaka Mark II
      • Designed for precision strikes at extended ranges

    Developed by

    • Armament Research and Development Establishment
      • High Energy Materials Research Laboratory
      • Research Centre Imarat
      • Defence Research and Development Laboratory
      • Under Defence Research and Development Organisation

    Key Features

    • Range: Up to 120 km
       • Guidance: Navigation, guidance and control kit for high accuracy
       • In flight manoeuvrability: Executed planned trajectory changes
       • Launcher compatibility: Fired from in service Pinaka launcher
       • Firepower: MBRL can fire 12 rockets in a salvo

    Operational Advantages

    • High accuracy reduces collateral damage
      • Quick reaction time and high rate of fire
       • Effective in low intensity conflict scenarios
       • Multiple Pinaka variants can be launched from the same platform
    [2023] Consider the following statements: 

    1. Ballistic missiles are jet-propelled at subsonic speeds throughout their flights, while cruise missiles are rocket-powered only in the initial phase of flight. 

    2. Agni-V is a medium-range supersonic cruise missile, while BrahMos is a solid-fuelled intercontinental ballistic missile. 

    Which of the statements given above is/are correct? 

    (a) 1 only (b) 2 only (c) Both 1 and 2 (d) Neither 1 nor 2

  • [30th December 2025] The Hindu OpED: The quiet foundations for India’s next growth phase

    PYQ Relevance

    [UPSC 2013] Faster economic growth requires increased share of the manufacturing sector in GDP, particularly of MSMEs. Comment on the present policies of the Government in this regard.

    Linkage: It is directly linked to GS-III industrial and MSME reforms. The article shows how compliance reduction, labour reforms, logistics and energy security support MSME-led manufacturing growth.

    Mentor’s Comment

    This article analyses the structural reforms underpinning India’s economic transition as 2025 concludes. It focuses on cumulative, process-oriented governance changes rather than headline reforms. The article evaluates how administrative simplification, legislative consolidation, logistics modernisation, energy reforms, and regulatory certainty together create conditions for sustained private investment and long-term growth.

    Introduction

    As 2025 draws to a close, India’s economic narrative is shaped less by dramatic announcements and more by incremental institutional repair. India crossed $4.1 trillion in nominal GDP, overtook Japan to become the world’s fourth-largest economy, and secured a BBB sovereign rating upgrade after 18 years, signalling durability rather than episodic growth. These developments mark a transition from reform intent to reform absorption.

    Why in the News?

    India’s reform momentum in 2025 is significant because it departs from episodic, personality-driven policy shifts towards systemic, cumulative governance correction. For the first time, reforms span the full policy cycle, legislation, administration, dispute resolution, infrastructure, and energy security, rather than isolated sectors. Over 47,000 compliances were removed, 8.29 lakh approvals processed digitally, and ₹76 lakh crore worth of projects monitored centrally, marking a structural break from discretion-heavy governance. This contrasts sharply with earlier reform phases where intent outpaced implementation. The scale of reforms addresses India’s chronic problems of regulatory uncertainty, logistics inefficiency, and capital hesitation, converting macro-stability into micro-level execution capacity.

    How is India reducing procedural friction in governance?

    1. Compliance Reduction: Eliminates over 47,000 compliances, lowering transaction costs and regulatory fatigue.
    2. Digital Approvals: Processes 8.29 lakh approvals via the National Single Window System, ensuring time-bound decision-making.
    3. Project Monitoring: Tracks 3,000+ projects valued above ₹76 lakh crore through a central monitoring group, improving execution discipline.
    4. Infrastructure Planning: Opens PM GatiShakti National Master Plan to the private sector, enabling coordinated logistics and infrastructure investments.

    How do trade agreements support export-led growth?

    1. UK FTA: Provides duty-free access and clearer mobility pathways for Indian goods, services, and skilled labour.
    2. Oman CEPA: Expands strategic trade coverage across goods, services, and investment corridors.
    3. New Zealand FTA: Extends market access to high-value economies, reinforcing India’s rule-based trade positioning.
    4. Export Scale: Records $825.25 billion in total exports (2024-25), registering over 6% annual growth.

    How is better legislation improving regulatory certainty?

    1. Statute Rationalisation: Repeals 71 obsolete laws through the Repealing and Amending Bill, 2025.
    2. Labour Code Consolidation: Merges 29 central labour laws into four codes, covering wages, industrial relations, social security, and occupational safety.
    3. Securities Reform: Strengthens SEBI’s enforcement capacity, introduces specialised market courts, and ensures time-bound grievance redressal.
    4. Investment Climate: Enhances predictability, supporting long-term portfolio and manufacturing investments.

    How is logistics reform strengthening competitiveness?

    1. Trade Dependence: Accounts for 95% of trade volume and 70% of trade value through maritime routes.
    2. Ports Act, 2025: Replaces colonial-era legislation, introduces modern governance tools, and enables state-level dispute resolution.
    3. Shipping Law Updates: Updates Merchant Shipping and Carriage of Goods Acts to align with contemporary maritime commerce.
    4. Shipbuilding Support: Approves ₹69,725 crore package, including ₹25,000 crore Maritime Development Fund.

    Why are energy reforms central to long-term growth?

    1. Hydrocarbon Reform: Introduces single petroleum lease across project lifecycle, reducing approval redundancies.
    2. Open Acreage Licensing: Offers 25 blocks covering 0.2 million sq km, expanding deepwater exploration.
    3. Energy Security: Launches National Deep Water Exploration Mission focusing on domestic capability development.
    4. Nuclear Push: Allocates ₹20,000 crore for small modular reactors under Nuclear Energy Mission.
    5. Capacity Target: Sets 100 GW nuclear capacity by 2047 and five indigenous SMRs by 2033.
    6. Grid Stability: Strengthens low-carbon baseload power availability and manufacturing resilience.

    Conclusion

    India’s recent reform trajectory underscores a move from headline announcements to steady institutional strengthening. Through regulatory simplification, labour and logistics reforms, and long-term energy investments, the economy is being positioned for sustained, investment-led and manufacturing-driven growth.

  • AI that you can hold in your hand, and that holds your hand

    Introduction

    Artificial Intelligence is undergoing a qualitative transformation, from a background computational tool to an active intermediary between humans and the digital world. The AI’s most significant impact is not automation alone, but the rewiring of the internet itself, including how users search, read, decide, and act. As AI becomes embedded in devices, browsers, and daily routines, it is redefining control over data, attention, and economic value in the digital ecosystem.

    Why in the News

    The year 2025 marks a decisive shift in the evolution of artificial intelligence, where AI began directly mediating how users access knowledge on the internet, rather than merely assisting search or productivity. For the first time, AI-powered browsers, devices, and assistants are challenging Google’s long-standing dominance as the internet’s gateway, particularly in emerging markets. This transition represents a sharp break from the earlier search-engine-centric model, as users increasingly receive direct, conversational answers instead of links, disrupting established advertising-based business models. While promised efficiency gains remain uneven, the scale and speed of adoption signal a structural transformation in how information is produced, accessed, and monetised globally.

    How is AI transforming the way people access the internet?

    1. Direct answer delivery: Enables users to receive summarised responses instead of navigating multiple websites, reducing dependence on traditional search links.
    2. Conversational interfaces: Facilitates follow-up questions and contextual clarification, mimicking human interaction rather than keyword searches.
    3. Behavioural shift: Alters user engagement patterns, weakening click-through-rate-based content discovery.
    4. Structural impact: Reconfigures how knowledge is consumed, prioritising synthesis over exploration.

    Why does this shift challenge Google’s dominance?

    1. Search disintermediation: Reduces the need for users to visit Google-indexed websites for answers.
    2. Advertising disruption: Weakens the ad-based revenue model built on page views and link navigation.
    3. Market vulnerability in developing countries: Creates entry points for AI platforms to act as alternative gateways to the internet.
    4. Competitive uncertainty: Introduces a new model where value lies in response quality rather than ranking authority.

    What role do AI-powered devices play in this transition?

    1. Device-level integration: Embeds AI deeply within smartphones and laptops rather than as standalone applications.
    2. Personal assistant evolution: Transforms AI into a system-level interface managing messages, emails, and summaries.
    3. User retention strategy: Ensures constant interaction by making AI central to everyday tasks.
    4. Platform competition: Encourages operating-system-driven AI ecosystems rather than app-based usage.

    How are AI browsers reshaping the architecture of the internet?

    1. AI-first browsers: Prioritise AI responses over traditional webpage navigation.
    2. Content extraction: Pulls information directly from websites without redirecting users.
    3. Publisher impact: Undermines traffic-dependent digital media and independent content creators.
    4. Information centralisation: Concentrates interpretive power in AI systems rather than distributed sources.

    What new forms of interaction are emerging between humans and technology?

    1. Non-visual interfaces: Expands interaction through voice, audio, and ambient computing.
    2. Background operation: Enables AI to function passively while continuously supporting user decisions.
    3. Contextual memory: Allows AI systems to recall conversations, preferences, and behavioural cues.
    4. Human-like assistance: Reduces cognitive load by suggesting next steps instead of presenting raw information.

    Why is “agent orchestration” significant for the future of AI?

    1. Multi-agent coordination: Enables AI to manage multiple tasks and systems simultaneously.
    2. Decision autonomy: Allows AI to execute complex workflows without continuous human input.
    3. Enterprise efficiency: Enhances productivity in organisations managing large data volumes.
    4. Economic projection: Signals rapid market expansion of autonomous AI services by 2026.

    Conclusion

    Artificial Intelligence is no longer a peripheral tool but a central intermediary shaping how knowledge is accessed, processed, and acted upon. As AI restructures the internet from a link-based to an answer-based ecosystem, it creates efficiency gains alongside new challenges of competition, accountability, and data governance. The policy response must therefore balance innovation with safeguards to ensure transparency, fair competition, and equitable access to information in the digital age.

    PYQ Relevance

    [UPSC 2023] How can Artificial Intelligence (AI) help clinical diagnosis? Do you perceive any threat to privacy of the individual in the use of AI in healthcare?

    Linkage: The PYQ evaluates AI as a decision-support system and examines privacy risks arising from data-driven interventions. The article links by showing AI’s expansion as an intermediary across sectors, raising similar concerns of data control, accountability, and user trust.