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GS Paper: GS3

  • Anthropic’s Mythos AI & India’s Infrastructure Security  

    Why in the News?

    Anthropic is in high-level talks with the Indian government to safeguard Critical Information Infrastructure (CII)—including banking, energy, and telecom—against cybersecurity risks posed by its latest and most powerful AI model, Mythos.

    What is Mythos?

    Mythos is an advanced AI model developed by Anthropic that possesses “unprecedented” capabilities in identifying and exploiting software vulnerabilities.

    • Cyber-Weapon Potential: Unlike standard AI, Mythos can autonomously find deep-seated flaws in widely used operating systems and infrastructure.
    • Controlled Release: Due to its risk profile, Anthropic has withheld public release, opting instead for a “defense-first” strategy.
    • Project Glasswing: A defensive initiative by Anthropic to help major tech firms (Apple, Nvidia, etc.) and governments build AI-native shields before the model is widely deployed.

    India’s Response

    The Indian government has initiated a multi-ministerial response to mitigate potential AI-driven threats:

    • Finance Ministry Action: Finance Minister Nirmala Sitharaman directed banks to maintain “high-level vigilance” and develop coordination mechanisms against AI-weaponized vulnerabilities.
    • Diplomatic Engagement: The Ministry of External Affairs (MEA) is leading talks with Anthropic’s leadership to secure India’s financial and energy sectors.
    • Vulnerability Assessment: Indian agencies are seeking access to study the system’s risks and prepare defensive measures specifically for the financial sector.
    [2020] With the print state of development, Artificial Intelligence can effectively do which of the following? 
    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
  • BHAVYA Scheme  

    Why in the News

    • The Union Cabinet has approved the Bharat Audyogik Vikas Yojana (BHAVYA) with an outlay of ₹33,660 crore to develop 100 plug-and-play industrial parks by 2032.
    • The National Industrial Corridor Development Programme (NICDP) framework is the foundation for the BHAVYA (Bharat Audyogik Vikas Yojna) scheme. Approved on March 18, 2026, with a ₹33,660 crore outlay,

    What is BHAVYA?

    • A government scheme to create future-ready industrial parks across India
    • Designed to provide:
      • Ready infrastructure
      • Seamless connectivity
    • Focus on: Manufacturing competitiveness and investment

    Key Features

    1. Scale and Timeline

    • Total parks: 100
    • Duration: 6 years (starting 2026–27)
    • First phase: 50 parks

    2. Land Requirement

    • Minimum:
      • 100 acres (general)
      • 25 acres (hilly and North Eastern states)
    • Maximum: 1,000 acres

    3. Funding Pattern

    • Central Government:
      • Up to ₹1 crore per acre
    • Implementation:
      • Joint effort of: Central government, State governments, and Private sector

    4. Plug-and-Play Model

    • Industrial units get:
      • Pre-developed land
      • Power, water, roads
      • Logistics connectivity

    5. Integration with National Infrastructure

    • Linked with: PM GatiShakti
    • Benefits:
      • Multimodal connectivity (road, rail, ports)
      • Efficient logistics
      • Last-mile connectivity

    6. Ease of Doing Business

    • Features include:
      • Single-window clearance systems
      • Simplified approvals
      • Investor-friendly policies
      • State-led reforms
    • Primary beneficiaries: Manufacturing units, MSMEs, startups, and global investors seeking ready-to-use industrial infrastructure
    [2016] Recently, India’s first ‘National Investment and Manufacturing Zone’ was proposed to be set up in:
    (a) Andhra Pradesh
    (b) Gujarat
    (c) Maharashtra
    (d) Uttar Pradesh
  • [24th April 2026] The Hindu OpED: Scaling climate adaptation from policy to grassroots

    PYQ Relevance[UPSC 2017] Climate change is a global problem. How will India be affected by climate change? How will Himalayan and coastal states of India be affected?Linkage: This is a core GS-III question linking climate vulnerability, sectoral impacts, and regional disparities. It directly tests understanding of adaptation and resilience frameworks.

    Mentor’s Comment

    India’s climate adaptation framework is under scrutiny due to a widening gap between ambitious policy commitments and weak on-ground implementation, especially as the country faces over 430 extreme weather events (1995-2024) costing $180 billion. While adaptation is gaining prominence globally, India’s budgetary tilt towards mitigation over adaptation and fragmented institutional mechanisms make this a critical policy challenge.

    What is climate adaptation?

    1. Climate adaptation is the process of adjusting to the current and expected effects of climate change to minimize harm and take advantage of new opportunities. 
    2. While mitigation focuses on tackling the causes of climate change by reducing greenhouse gas emissions, adaptation focuses on managing its impacts, such as rising sea levels, extreme heatwaves, and erratic rainfall. 
    3. In essence, it is about building resilience to live with a changing climate that is already “in the pipeline” due to historical emissions.

    Why is climate adaptation critical for India’s development trajectory?

    Climate adaptation is critical for India because climate change is no longer just an environmental issue; it is a direct threat to national economic stability and poverty reduction.

    1. Climate Vulnerability: India ranks among the most climate-vulnerable nations with 430 extreme events (1995-2024) causing $180 billion losses; demonstrates systemic risk to growth and livelihoods.
      1. GDP Protection: Heatwaves alone are projected to put 4.5% of India’s GDP at risk by 2030 due to lost labor hours in outdoor sectors like construction and mining.
    2. Policy Recognition: India’s updated NDCs (2022, under Paris Agreement framework) emphasize climate resilience, adaptation mainstreaming, and integration into development planning; align national priorities with evolving global climate commitments.
    3. Sectoral Exposure:Agriculture, infrastructure, biodiversity, water systems face direct climate risks;
      1. Example: National Innovations in Climate Resilient Agriculture (NICRA) targets climate-resilient agriculture in 151 districts.
      2. Water Scarcity: Adaptation involves revitalizing traditional water harvesting (like Amrit Sarovar) to manage the erratic rainfall patterns that currently swing between extreme drought and flash floods.
    4. Livelihood Impact: Vulnerable populations face income instability due to climate shocks; adaptation ensures socio-economic stability.
      1. Preventing Debt Traps: When a climate event (like a crop failure or a destroyed home) occurs, it often pushes families back into poverty. Adaptation measures, like the expansion of climate-indexed insurance, provide a safety net that keeps families socio-economically stable.
      2. Migration Management: Climate adaptation in rural areas reduces “distress migration” to already overcrowded cities, allowing for more planned and sustainable urbanization.

    How effective are India’s existing adaptation initiatives?

    1. Flagship Programme:National Innovations in Climate Resilient Agriculture): By covering 448 villages, it has successfully built a “technology bank” for farmers. Its strength lies in capacity building, teaching farmers to use custom-hiring centres for climate-smart machinery and weather-based crop insurance.
      1. Success Metrics: In the 2024-25 cycle, NICRA’s Technology Demonstration Component (TDC) showed that practices like mulching and zero-tillage increased yields by 13% to 26% even during drought years.
      2. Impact: It has successfully built “climate literacy” for over 3,000 farmers per cluster. It has established local seed banks and community nurseries that allow villages to recover faster after floods or droughts.
    2. Tamil Nadu Climate Resilient Villages (CRV): The Tamil Nadu Climate Resilient Villages (CRV) program is a cornerstone of India’s sub-national climate action. Managed by the Tamil Nadu Green Climate Company (TNGCC), it is often cited as a more holistic model than traditional sector-specific programs because it treats the village as an integrated ecosystem rather than just a farming unit.
      1. Holistic Reach: This model is noted for its community-driven design. By 2025, it helped nearly 2.7 million people across 11 districts by integrating solar energy with practical infrastructure, such as restoring canals to reduce urban/rural flooding.
      2. Outcome: It has shifted from just “agriculture” to “livelihood resilience,” creating green jobs in waste management and coastal restoration (e.g., mangrove touring and hatcheries).
    3. The Integrated “Mitigation-Adaptation” Synergy: India is increasingly using a dual-purpose strategy. For example:
      1. Solar Pumps: These reduce carbon emissions (mitigation) while providing farmers with reliable irrigation during erratic monsoons (adaptation).
      2. Afforestation: Large-scale planting acts as a carbon sink while simultaneously preventing soil erosion and cooling local micro-climates.
    4. Key Shortcomings: The “Scaling” Gap: Despite these successes, the overall effectiveness is hampered by several structural issues:
      1. Fragmented Efforts: Adaptation projects are often spread across different ministries (Agriculture, Water, Environment) with poor inter-departmental coordination, leading to overlapping or conflicting actions.
      2. Lack of Mainstreaming: While 151 districts have NICRA interventions, India has over 700 districts. The transition from pilot projects to national policy is slow.
      3. Funding Constraints: Most initiatives rely on government grants. There is a lack of private sector investment and scalable financial models (like climate bonds) to take these models to every village.
      4. Data Gaps: Real-time monitoring of how these initiatives actually reduce “climate-risk” over a decade is still in its infancy, making it hard to refine strategies.

    What are the financial constraints in scaling adaptation?

    1. Global Finance Gap: Developing countries face $215-387 billion annual gap (UNEP Adaptation Gap Report 2023); indicates structural underfunding.
    2. Domestic Budget Bias: India’s Union Budget prioritizes mitigation over adaptation; reduces resilience-building capacity.
      1. High-visibility projects like Green Hydrogen, solar parks, and EV subsidies receive the bulk of climate-related funding because they have clearer revenue models and private sector appeal.
    3. Return on Investment: According to the World Resources Institute (WRI), every $1 invested in adaptation can yield $2 to $10 in net benefits.
    4. Institutional Financing Gap: Lack of dedicated adaptation financing frameworks at state and district levels.
      1. Grant Dependency: Most adaptation work relies on one-time government grants. There is a critical lack of blended finance (mixing public and private funds) or “Climate Bonds” specifically designed for resilience projects in rural India.

    How can governance and institutional mechanisms be strengthened?

    1. Policy Integration: Aligns adaptation with national and state budgets; ensures institutional accountability.
      1. Climate-Tagged Budgeting: Introducing “Green Budgeting” at the state level ensures that every development rupee spent, whether on roads or schools, accounts for climate resilience.
    2. Revitalizing Planning Frameworks: While National Action Plans (NAP) exist, the real action happens at the sub-national level.
      1. Dynamic SAPCCs: State Action Plans on Climate Change (SAPCCs) must be updated to version 2.0, moving beyond broad goals to specific, actionable, and bankable projects.
      2. Decentralized Implementation: Shifting the focus from state capitals to District and Block-level planning, as climate impacts (like a localized cloudburst) are highly specific to geography.
    3. Precision Data Systems: Promotes climate vulnerability assessments at district/block levels; ensures evidence-based policymaking.
      1. Open-Access Climate Data: Creating a unified national portal for climate data allows local governments, NGOs, and the private sector to use the same scientific baseline for their resilience planning.
    4. Monitoring Mechanisms: Introduces standardized indicators and periodic reviews; ensures outcome tracking.
      1. Standardized Indicators: Introducing a “Resilience Index” for districts to track progress across water security, agricultural yield stability, and disaster recovery times.
      2. Third-Party Audits: Periodic reviews by independent scientific bodies to ensure that “adaptation” projects aren’t just “greenwashed” infrastructure.
    5. Capacity Building: Strengthens institutional and technical capacity; example: climate cells at state/district levels.

    Why is locally led adaptation crucial for climate resilience?

    1. Decentralized Governance: Empowers urban local bodies and Panchayati Raj Institutions; ensures context-specific interventions.
    2. Community Ownership: Enhances participation and accountability; example: CRV consultations with local communities.
    3. Localized Solutions: Adapts interventions to geography; example: flood vs drought-prone regions require different strategies.
    4. Behavioral Change: Builds resilience through awareness and capacity building; ensures long-term sustainability.

    What systemic changes are required to scale adaptation effectively?

    1. Whole-of-System Approach: Integrates governance across sectors and levels; ensures policy coherence.
    2. Cross-Sectoral Coordination: Links agriculture, water, infrastructure, and energy sectors.
    3. Private Sector Role: Encourages investment in adaptation projects; expands financial base.
    4. Continuous Data Collection: Enables real-time monitoring and adaptive policymaking.

    Conclusion

    India’s climate adaptation challenge is not one of policy absence but of execution gaps. Scaling adaptation requires financial prioritization, institutional convergence, and decentralized governance. Integrating local knowledge with national frameworks remains critical for achieving resilience at scale.

  • What are safer fireworks alternatives

    Why in the News?

    There were recent dangerous incidents at Thrissur Pooram, where noise levels reached 122.4 decibels. These exceeded safe limits and triggered animal distress, hospital risks, and infant health concerns. Despite regulations prohibiting firecrackers above 125 dB at 4 metres, enforcement gaps persist. The scale of the problem is significant, noise pollution ranks as the third most hazardous environmental threat, while repeated accidents and fires expose systemic failures in safety management.

    What risks do traditional fireworks pose to health, environment, and safety?

    1. Noise Pollution: Reaches 122.4 dB (Thrissur Pooram), close to legal ceiling of 125 dB; causes hearing damage and stress.
    2. Health Impact: Noise identified as 3rd most hazardous environmental threat; affects cardiovascular health and infant brain development.
    3. Hospital Risk: Proximity to ICUs and neonatal units increases vulnerability due to sudden high-decibel bursts.
    4. Animal Distress: Elephants exhibit disorientation and aggression; example: rampage incidents injuring 42 people.
    5. Fire Hazards: Fireworks units prone to industrial fires; example: April 2025 Mundathikode blaze killing workers.

    What are the existing noise regulations related to firecrackers in India?

    In India, noise standards for firecrackers are primarily governed by Rule 89 of Schedule I of the Environment (Protection) Rules, 1986. These regulations strictly control the manufacture, sale, and use of sound-emitting firecrackers based on specific decibel thresholds and situational bans.

    Permissible Noise Levels: The law categorizes firecrackers into two main types with different noise limits: 

    1. Individual Firecrackers: The maximum noise level must not exceed 125 dB(AI) or 145 dB(C)pk when measured at a distance of 4 metres from the point of bursting.
    2. Joined Firecrackers (Garlands/Laris): The limit for a series of crackers is more stringent. It is calculated using the formula 125 – 5 log10(N) dB. In this formula, N stands for the total number of firecrackers joined together in the series.
    3. Colour & Light Emitting Crackers: These typically have a much lower threshold, with guidelines from the Petroleum and Explosive Safety Organization (PESO) suggesting a limit of 90 dB(AI).

    Why are existing noise regulations insufficient in controlling firecracker hazards?

    1. Regulatory Gap: CPCB norms prohibit >125 dB at 4m, but festival-level bursts exceed ambient limits (45-55 dB). However, the Noise Pollution (Regulation and Control) Rules, 2000, set the ambient residential limit at only 55 dB during the day.
    2. The Failure of “Individual” Metrics: Regulations suffer from a Context Mismatch:
      1. Unit vs. Event: Standards are tested on a single cracker in a controlled environment. They do not account for synchronized bursts (like laris or garlands) or the cumulative noise of thousands of people bursting crackers simultaneously.
      2. Echo Effect: In dense urban “canyons,” sound reflects off buildings, magnifying the decibel level far beyond the 125 dB limit measured in open-field tests.
    3. Enforcement Failure:
      1. Real-Time Absence: Most high-risk zones lack automated, real-time decibel monitoring. Data is often collected manually and analyzed weeks later, rendering it useless for immediate intervention.
    4. The Green Cracker Myth: While Green Crackers are meant to reduce noise by 30%, local testing laboratories often lack the specialized equipment to verify these claims at the point of sale.

    What are ‘cold spark’ or noiseless fireworks and how do they work?

    ‘Cold spark’ fireworks (often called Cold Spark Machines or Sparkulars) are a high-tech, pyrotechnic-free alternative to traditional fireworks. Unlike traditional displays that rely on gunpowder and combustion, these machines use chemistry and physics to create a fountain of sparks that is safe to touch.

    1. Technology Base: Instead of black powder, the machines use a special “granule” or fine alloy powder, typically made of titanium and zirconium.
    2. Mechanism: The machine feeds these granules into a heating chamber. The powder reacts with oxygen as it is blown upward by a fan, creating bright, glowing sparks through incandescence rather than a chemical explosion.
    3. Temperature Control: This is the “cold” part, traditional sparklers burn at a dangerous 1000-1200°C. Cold spark jets operate between 60°C and 100°C. The sparks cool down almost instantly as they hit the air, making them safe for indoor use and proximity to people.

    Key Visual & System Features

    1. Noiseless Performance: Because there is no explosive “boom” or sudden expansion of gases, the only sound produced is the whirring of the internal fan.
    2. Adjustable Displays: Users can control the height (usually 2 to 5 metres) and duration of the sparks via a DMX controller, similar to stage lighting.
    3. Deployment: They are designed to be used in arrays or clusters. By syncing multiple machines, operators can create “waves” or “curtains” of sparks that mimic the look of traditional silver fountains.

    Are noiseless fireworks a viable substitute for traditional pyrotechnics?

    1. Safety Advantage: Eliminates explosion risk, burn injuries, and high-decibel noise.
    2. Environmental Benefit: Reduces smoke and particulate pollution significantly.
    3. Operational Flexibility: Can be used indoors and near sensitive zones like hospitals.
    4. Cost Constraint: High cost-₹400 per cold anar; limits mass adoption.
    5. Import Dependence: Majority manufactured in China, indicating lack of domestic production capacity.

    What challenges hinder large-scale adoption of safer alternatives?

    1. Economic Barrier: High costs discourage use in mass public festivals.
    2. Technological Gap: Limited indigenous R&D and manufacturing ecosystem.
    3. Cultural Resistance: Traditional fireworks linked with heritage festivals like Pooram.
    4. Skill Deficit: Requires professional management and technical expertise.
    5. Policy Vacuum: No clear transition roadmap or incentives for safer alternatives.

    What transition strategy is being proposed for events like Thrissur Pooram?

    1. Incremental Shift: Gradual replacement rather than immediate ban on fireworks.
    2. Pilot Implementation: Testing large-scale spark-based displays in Thrissur.
    3. Hybrid Models: Combining visual spectacle with reduced noise emissions.
    4. Institutional Responsibility: Local bodies like Thrissur Corporation tasked with transition.
    5. Urban Application: Potential expansion to cities like Delhi (post high-noise Diwali concerns).

    Conclusion

    The debate reflects a structural shift from tradition-centric celebration to safety-centric innovation. While cold spark technology offers a viable pathway, its success depends on policy support, cost reduction, and cultural adaptation. The challenge lies not in eliminating fireworks, but in redefining them sustainably.

    PYQ Relevance

    [UPSC 2024] Industrial pollution of river water is a significant environmental issue in India. Discuss the various mitigation measures to deal with this problem and also the government’s initiatives in this regard.

    Linkage: The PYQ highlights pollution mitigation frameworks, directly applicable to managing noise and air pollution from fireworks. It reinforces need for technological and regulatory interventions (e.g., cold spark alternatives) similar to industrial pollution control strategies.

  • Haemophilia 

    Why in the News?

    • Renewed focus due to World Health Organization resolution on improving care access and awareness on World Haemophilia Day

    What is Haemophilia

    • Haemophilia is a genetic bleeding disorder
    • Caused by: Deficiency of clotting factors:
      • Factor VIII (Haemophilia A)
      • Factor IX (Haemophilia B)

    Key Characteristics

    • Blood does not clot properly
    • Leads to:
      • Prolonged bleeding
      • Internal bleeding (joints, muscles)
    • Severe cases:
      • Spontaneous bleeding episodes

    Causes and Inheritance

    • Genetic Nature Inherited as: X-linked recessive disorder
    • Affected Population: Mostly males are affected, and Females are carriers.
    • Mutation Cases: ~1/3 cases: Occur due to spontaneous mutations
    [2009] In the context of genetic disorders, consider the following: A woman suffers from colour blindness while her husband does not suffer from it. They have a son and a daughter. In this context, which one of the following statements is most probably correct? 
    (a) Both children suffer from colour blindness. 
    (b) Daughter suffers from colour blindness while son does not suffer from it. 
    (c) Both children do not suffer from colour blindness. 
    (d) Son suffers from colour blindness while daughter does not suffer from it.
  • Curiosity Rover  

    Why in the News?

    • The Curiosity Rover has detected organic molecules on Mars, strengthening evidence about the planet’s past habitability.

    What is Curiosity Rover

    • A robotic rover sent by NASA
    • Part of: Mars Science Laboratory (MSL) mission
    • Objective: Explore Mars’ surface and assess habitability

    Launch & Landing

    • Launch: November 26, 2011
    • Launch vehicle: Atlas V rocket
    • Landing: August 5, 2012

    Landing Site

    • Located in: Gale Crater
    • Explores: Mount Sharp

    Unique Landing Technology

    • Used: Sky Crane technique
    • Process:
      • Parachute descent
      • Rocket-powered hovering
      • Rover lowered gently to surface
    [2016] Consider the following statements: The Mangalyaan launched by ISRO 
    1. is also called the Mars Orbiter Mission 
    2. made India the second country to have a spacecraft orbit the Mars after USA 
    3. made India the only country to be successful in making its spacecraft orbit the Mars in its very first attempt 
    Which of the statements given above is/are correct? 
    [A] 1 only [B] 2 and 3 only [C] 1 and 3 only [D] 1, 2 and 3
  • Technology Development and Investment Promotion (TDIP) Scheme 

    Why in the News?

    • Revised guidelines of the Technology Development and Investment Promotion (TDIP) Scheme released by Jyotiraditya M. Scindia
    • Aim: Strengthen India’s global telecom presence and boost next-gen technologies

    What is the TDIP Scheme?

    • A Department of Telecommunications (DoT) initiative
    • Focus:
      • Promote indigenous telecom technologies
      • Enhance India’s role in global telecom standards

    Key Features

    • Financial Outlay
      • Total allocation: ₹203 crore
      • Period: 2026 to 2031
    • Focus Areas
      • Participation in: Global standard-setting bodies
      • Promotion of: Innovation and R&D
      • Development of: 5G Advanced and 6G ecosystem
    [2019] With reference to communication technologies, what is/are the difference/differences between LTE (Long-Term Evolution) and VoLTE (Voice over Long-Term Evolution)? 
    1. LTE is commonly marketed as 3G and VoLTE is commonly marketed as advanced 3G. 
    2. LTE is data-only technology and VoLTE is voice-only technology. 
    Select the correct answer using the code given below. 
    a) 1 only b) 2 only c) Both 1 and 2  d) Neither 1 nor 2
  • India’s Rice Exports Decline  

    Why in the News?

    • India’s rice exports fell by 7.5% to $11.53 billion in 2025–26 due to disruptions caused by the West Asia crisis.

    Key Data

    Export Performance

    • 2025–26: $11.53 billion
    • 2024–25: ~$12.5 billion
    • March 2026: Decline of 15.36% (to ~$997 million)

    West Asia Crisis Impact

    • Conflict affecting trade with: Iran, United Arab Emirates, Saudi Arabia, Oman
    • Issues faced:
      • Payment delays
      • Order cancellations
      • Shipping disruptions
    • Iran Major importer of Basmati rice

    India’s Rice Sector  

    • Production:Output (2024–25): ~150 million tonnes
    • Cultivation area: ~47 million hectares
    • India contributes: ~28% of global rice production
    • Exported to: 170+ countries
    • Yield Improvement
      • 2014–15: 2.72 tonnes/hectare
      • 2024–25: ~3.2 tonnes/hectare

    Top Producers

    • China: Leads with ~208-214 million tonnes annually, focusing on hybrid varieties. 
    • India: Second at ~195-196 million tonnes; top exporter despite domestic consumption. Bangladesh: ~57 million tonnes; high per capita reliance. 
    • Indonesia, Vietnam: ~54-55M and ~42-43M tonnes respectively. 
    • Others: Thailand (~34M), Myanmar, Philippines round out top 10.
    [2019] Among the following, which one is the largest exporter of rice in the world in the last five years? 
    (a) China  
    (b) India  
    (c) Myanmar  
    (d) Vietnam
  • [23rd April 2026] The Hindu OpED: India’s post-LWE future, from red sun to new dawn

    PYQ Relevance[UPSC 2022] Naxalism is a social, economic and developmental issue manifesting as a violent internal security threat. In this context, discuss the emerging issues and suggest a multilayered strategy to tackle the menace of Naxalism.Linkage: The article reflects the shift from security-centric suppression to governance-led, multi-layered strategy, directly aligning with the PYQ’s demand. It highlights that post-LWE success now depends on inclusive development, state legitimacy, and trust-building, which form the core of a holistic strategy.

    Mentor’s Comment

    India’s declaration in March 2026 that it is free of Left Wing Extremism (LWE) marks a historic shift from decades of insurgency. This comes in the news especially after the 2010 Dantewada attack (76 CRPF personnel killed) which symbolized peak violence. This is significant as it represents a transition from a security-centric approach to governance-led transformation, highlighting that while insurgency has declined, the deeper challenge of state legitimacy, inclusive development, and trust-building in affected regions still remains unresolved.

    How did India transition from peak insurgency to near elimination of LWE?

    India’s transition from peak insurgency (2010) to the current phase of near elimination was driven by a multi-pronged National Policy and Action Plan (2015). This strategy integrated aggressive security operations with massive infrastructure and developmental pushes, reducing Left Wing Extremism (LWE) violence by over 80% since 2010. 

    1. Security consolidation: Ensures coordinated operations between Centre and States, reducing insurgent capacity; example: decline post-2010 Dantewada attack phase.
      1. Integrated Strategy: The government replaced scattered efforts with the SAMADHAN doctrine (2017), focusing on Smart leadership, Aggressive strategy, and Actionable intelligence.
      2. Expanded Infrastructure: Over the last decade, the number of Fortified Police Stations increased from 66 to 656. Since 2019 alone, 280 new security camps have been established to fill the security vacuum in core areas.
      3. Financial Choking: Dedicated verticals in the National Investigation Agency (NIA) and Enforcement Directorate (ED) have systematically dismantled Maoist funding networks, seizing assets worth over ₹90 crore.
    2. Political consensus and State capacity : Strengthens bipartisan support and sustained strategy across governments.
      1. Capacity Building: Through the Security Related Expenditure (SRE) scheme, the Centre released ₹3,331 crore over the last 11 years, a 155% increase from the previous decade, to empower state police forces. 
    3. Institutional focus: Promotes joint strategic and operational planning, ensuring continuity of efforts.
      1. Infrastructure Push: Since 2014, over 12,000 km of roads were constructed in LWE areas to break geographical isolation.
      2. Saturation of Welfare: Programs like the Aspirational Districts Programme and the Dharti Aaba Janjatiya Gram Utkarsh Abhiyan target 100% implementation of government schemes in tribal areas. 
    4. Governance intervention: Facilitates district-level developmental programs under Integrated Action Plan.
      1. Lucrative Surrender Policies: High-rank cadres now receive immediate grants of ₹5 lakh, while all surrenderees receive a monthly stipend of ₹10,000 for vocational training. Over 8,000 Naxalites have abandoned violence in the last 10 years.

    Why is the post-LWE phase more complex than the insurgency phase?

    The post-LWE (Left Wing Extremism) phase is more complex because it shifts from a clear-cut military battle to a nuanced “inclusion-led” transformation. While security forces can clear a territory, building lasting peace requires addressing deep-seated psychological and structural fractures. 

    1. Legitimacy deficit: Weakens state credibility due to historical governance gaps; example: fear-driven environments and alienation.
      1. The Trust Gap: Restoring the State’s credibility is harder than neutralizing insurgents.
      2. Parallel Governance Legacy: Maoists established parallel administrative structures; the vacuum left behind must be filled by functional, local, and accountable governance rather than just police presence
    2. Development paradox (The resource curse): LWE areas often hold India’s richest mineral deposits (iron ore, bauxite, coal) but rank lowest in human development. It sustains underdevelopment despite resource richness (resource curse).
    3. Psychological scars: The “final mile” of the LWE journey is as much psychological as administrative.
      1. Intergenerational Trauma: Entire generations have grown up normalized to “gunfire and encounters,” leading to a deep loss of self-confidence and belonging within the tribal population.
      2. Social Stigma: Surrendered cadres often face dual threats, retribution from former Maoist colleagues and social bias or suspicion from the local community and security agencies
    4. Invisible citizens: While tribal populations are formally included in the Constitution, they are often excluded from its actual benefits.
      1. Dilution of Rights: Acts like the Panchayats (Extension to Scheduled Areas) Act (PESA) and the Forest Rights Act are frequently bypassed for industrial projects, weakening tribal rights over “Jal, Jangal, Jameen” (Water, Forest, Land).
      2. The Digital Divide: As government services move online, the lack of digital access in remote tribal belts risks creating a new form of “digital exclusion”

    What structural economic transformation is required in LWE regions?

    1. Local value creation: Strengthens forest produce processing and agroforestry; example: Jungle Mahal, Saranda, Bastar models.
    2. Livelihood diversification: Supports MSMEs and community enterprises for employment generation.
    3. Community ownership: Restores control over commons to tribal communities.
    4. Infrastructure provisioning: Facilitates roads, banking, schools, and healthcare access.

    How can governance reforms ensure sustainable peace in these regions?

    1. Justice delivery: Ensures credible justice systems and grievance redressal mechanisms.
    2. Decentralisation: Strengthens Panchayati Raj institutions with financial devolution; example: Article 275(1), TSP grants.
    3. Administrative convergence: Reduces fragmentation across schemes like PM-JANMAN, DAJGUA.
    4. Accountability systems: Promotes evidence-based governance with transparency mechanisms.

    What role do social transformation and trust-building play in post-conflict recovery?

    1. Human policing: Builds trust through respectful and community-oriented policing.
    2. Rights-based approach: Ensures citizens are treated as stakeholders, not beneficiaries.
    3. Educational integration: Expands access to residential schooling and scholarships.
    4. Cultural integration: Promotes sports and identity-based belonging; example: tribal youth participation.

    Why is cooperative federalism critical in post-LWE transformation?

    1. Centre-State coordination: Ensures unified policy implementation.
    2. Local governance empowerment: Facilitates last-mile delivery at Panchayat level.
    3. Mission convergence: Integrates Aspirational Districts Programme with tribal initiatives.
    4. Policy continuity: Sustains long-term transformation beyond political cycles.

    Conclusion

    Post-LWE India represents a moral and governance threshold, where absence of violence must translate into presence of justice, dignity, and opportunity. Sustainable peace depends on state legitimacy, inclusive development, and trust-based governance.

  • Societies embrace gene therapy but resist genetic change in crops

    Why in the News?

    There exists a critical paradox in modern science: societies readily accept gene therapy in humans but resist genetic modification in crops, despite decades of safe usage globally. This contrast is significant because it exposes inconsistent regulatory and ethical standards. While high-risk human interventions are embraced, relatively safer agricultural innovations face opposition.

    Why do societies accept gene therapy but resist GM crops?

    The disparity in public acceptance between gene therapy and Genetically Modified (GM) crops is rooted in risk-benefit asymmetry. While both use similar biotechnological tools, they are perceived through different moral and practical lenses.

    1. The “Life-Saving” vs. “Commercial” Benefit; Risk Perception Bias: Human therapies are accepted due to direct life-saving benefits (e.g., treatments for cancer, thalassemia), while crop benefits appear indirect.
      1. Indirect Benefits (Agriculture): The benefits of GM crops, such as herbicide tolerance or slightly lower food prices, often feel indirect to the consumer. The perceived “reward” does not outweigh the “fear” of altering the food supply
    2. Ethical and “Naturalness” Framing: Society categorizes these technologies into different moral buckets:
      1. Healing vs. Enhancement: Gene therapy is framed as restorative medicine, returning a body to its “natural” healthy state.
      2. Interference with Nature: GM crops are often framed as “playing God” or “Frankenfoods.” Because eating is an intimate act of consumption, the idea of “foreign DNA” in food triggers a visceral “disgust” response that medical injections do not.
    3. Regulatory Asymmetry: Somatic gene therapy is permitted despite risks, but germline editing is banned, showing selective acceptance.
      1. Controlled Environment: Gene therapy is performed in highly regulated clinical settings on individuals.
      2. Environmental Spread: Resistance to GM crops is often fueled by the fear of uncontrolled environmental release (e.g., cross-pollination or “superweeds”), which feels like a permanent, irreversible change to the planet.
    4. Corporate Trust vs. Medical Trust
      1. The “Big Ag” Narrative: GM crops are frequently associated with large multinational corporations and patent-protected seeds, leading to concerns about food sovereignty and corporate greed.
      2. The Clinical Narrative: While pharmaceutical companies also profit, the primary face of gene therapy is the doctor or researcher “curing” a patient, which carries a higher level of institutional.

    How has genetic engineering historically shaped human survival and agriculture?

    1. Domestication Legacy: Humans have engineered plants and animals for over 10,000 years through selective breeding.
      1. Transformation: Ancestral plants like Teosinte (a wild grass with tiny, hard kernels) were transformed into modern Maize through thousands of years of human selection.
    2. Migration Impact: Movement of humans led to spread of crops, animals, and diseases, shaping ecosystems globally.
      1. The Columbian Exchange: The transfer of potatoes and maize to Europe and wheat and cattle to the Americas fundamentally changed the caloric availability and survival rates of human populations globally.
    3. Modern Agricultural Dependence: The food systems we rely on today, particularly in India, are almost entirely built on “engineered” non-native species.
      1. The Green Revolution: In the 1960s, India avoided mass famine by adopting High-Yielding Varieties (HYVs) of wheat and rice. These were semi-dwarf varieties specifically bred to respond to fertilizers and resist lodging (falling over).
      2. Non-Native Dominance: Staples like tomatoes, potatoes, and chillies, central to Indian diet and identity, are not native to the region but were successfully adapted through human-led breeding and selection.
    4. Technological Evolution: The shift from selective breeding to modern transgenics (GMOs) and gene editing (CRISPR) is a change in speed and precision, not intent:
      1. Historical: Breeding took decades and involved moving thousands of genes at once.
      2. Modern: Genetic engineering allows for the insertion or “switching off” of specific genes to provide immediate traits like Bt-resistance (pest control) or drought tolerance.

    What explains the contradiction in regulatory and societal responses?

    1. Precautionary Regulation: Agriculture faces excessive precaution, slowing adoption despite safety evidence.
      1. Agricultural Hyper-Precaution: Because food is consumed by everyone, every day, regulators demand decades of longitudinal data. This slows the adoption of crops that could survive the extreme heat mentioned in the FAO report.
      2. The “Compassionate Use” Loophole: In medicine, we allow experimental gene therapies for the terminally ill even when safety data is incomplete. The visible suffering of a patient overrides the abstract fear of the technology.
    2. Innovation Bias: Societies prefer visible breakthroughs (medicine) over incremental gains (agriculture).
      1. Invisible Gains: A crop that uses 10% less water or resists a specific pest provides an incremental benefit to a supply chain. To the consumer, the food looks and tastes the same, so they see only the “unnatural” process, not the “beneficial” result.
    3. Market Structure: The history of seed patents and the dominance of a few multinational firms have tied GM crops to “corporate greed” in the public imagination.
    4. Asymmetric Risk: People feel they must eat, but they choose medicine. When a choice feels forced (like what’s available in a grocery store), the psychological threshold for risk-taking becomes much lower.

    How has biotechnology delivered proven successes across sectors?

    1. Medical Revolutions: From Treatment to Cure: Biotechnology has shifted medicine from general chemical formulas to targeted biological interventions.
      1. Synthetic Hormones: Before biotech, insulin was extracted from the pancreases of slaughtered cows and pigs. Today, it is produced cleanly by genetically engineered bacteria, ensuring a stable, high-quality supply for millions.
      2. Biologics and Gene Therapy: Breakthroughs like CAR-T cell therapy literally reprogram a patient’s own immune cells to hunt cancer.
      3. Rapid Vaccine Response: The COVID-19 mRNA vaccines utilized synthetic biology platforms to move from a viral sequence to a functional vaccine in record time, preventing an estimated 20 million deaths globally in the first year alone.
    2. Agricultural Resilience and Productivity: Despite the perception challenges, the data shows that agricultural biotech has significantly buffered the global food supply.
      1. Bt Technology: By inserting a gene from a soil bacterium into crops like cotton and maize, plants can produce their own natural pest protection. This has reduced chemical pesticide use by over 37% and increased crop yields by 22%.
      2. Herbicide Tolerance: “Roundup Ready” crops allow for more efficient weed control and support no-till farming, which helps keep carbon in the soil rather than releasing it through plowing.
      3. Biofortification: Tools like those used in Golden Rice have the potential to deliver Vitamin A to malnourished populations, directly addressing nutritional blindness.
    3. Industrial and Synthetic Biology: Biotech is moving production from land-intensive farming to high-efficiency labs.
      1. Compound Synthesis: Artemisinin, the world’s most effective anti-malarial drug, was traditionally extracted from the sweet wormwood plant. Scientists can now produce it at scale using engineered yeast, stabilizing prices and saving lives.
      2. Sustainable Materials: Synthetic biology is being used to create lab-grown silk, leather, and even meat alternatives, reducing the environmental footprint of fashion and food.
      3. Example: COVID-19 vaccines used synthetic biology platforms, demonstrating rapid innovation capacity.
    4. Proven Impact at Scale: The scale of these successes is often underestimated:
      1. Economic Value: Since 1996, GM crops have provided an estimated $225 billion in net global farm income.
      2. Environmental Footprint: Biotech crops have reduced CO2 emissions equivalent to removing 15 million cars from the road for one year by enabling reduced tillage.

    What are the risks of overregulation in science and innovation?

    Overregulation creates a “stagnation trap” where the fear of hypothetical risks prevents the management of certain, existing crises like the extreme heat threats.

    1. Innovation Slowdown: Excessive compliance discourages bold scientific experimentation.
    2. The Innovation “Brain Drain“: When compliance becomes too costly or slow, “bold” science moves elsewhere.
    3. Widening Global Disparities: Rigid systems often create a “technology divide” between nations.
      1. Innovation Leaders vs. Laggards: Countries with agile, science-based frameworks (like the US or Brazil) capture the economic and food security benefits of biotech, while rigid regions (like the EU) often fall behind in R&D.
      2. The Dependency Paradox: Nations that ban the cultivation of GM crops often end up importing the same products for livestock feed or industrial use. This maintains the “risk” of consumption while exporting the economic “reward” to other countries.
    4. Economic Impact: Delays in adopting technologies reduce competitiveness and productivity.
      1. Opportunity Cost: The time spent in regulatory limbo is time lost in scaling solutions that could lower food prices, reduce pesticide use, or sequester more carbon.
    5. The “Sunk Cost” of Precaution: Overregulation often focuses on the risk of doing something, but ignores the risk of doing nothing. Example: Excessive precaution regarding Golden Rice contributed to decades of delay in its deployment, during which time millions of children suffered from preventable Vitamin A deficiency-related blindness.

    Can safety concerns and innovation coexist effectively?

    1. Balanced Regulation: Ensures risk management without stifling innovation.
    2. Evidence-Based Policy: Decisions based on scientific outcomes rather than perception.
    3. Adaptive Governance: Regulations evolve with technological advancements.
    4. Example: Synthetic biology regulations that allow controlled testing before scaling.

    Conclusion

    There is a fundamental inconsistency in how societies evaluate technological risk and benefit. While embracing high-risk medical innovations, resistance to agricultural biotechnology reflects perception-driven policymaking rather than evidence-based governance. Future progress requires balanced regulation that safeguards safety without undermining innovation, especially in the context of global challenges like food security and climate change.

    PYQ Relevance

    [UPSC 2019] How can biotechnology improve the living standards of farmers?

    Linkage: The PYQ directly connects to the debate on GM crops vs societal resistance, highlighting the gap between scientific potential and public acceptance. It tests understanding of biotechnology applications, regulatory challenges, and ethical concerns, core issues raised in the article.