💥Join UPSC 2027,2028 Mentorship (July Batch) + XFactor Notes & Microthemes PDF
Talk to Mentor

Civilsdaily

Login

Type: op-ed snap

  • [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.

  • [11th December 2025] The Hindu OpED: ​​AI must pay: On the DPIIT working paper on AI and Copyright Issues

    PYQ Relevance

    [UPSC 2024] What is the present world scenario of intellectual property rights with respect to life materials? Although India is second in the world to file patents, still only a few have been commercialised. Explain the reasons behind this less commercialization.

    Linkage: This topic is relevant because it highlights India’s weak IPR monetisation systems and the need for clear licensing frameworks for AI training. It directly links to the issue of poor commercialization of intellectual property due to inadequate revenue and protection mechanisms.

    Mentor’s Comment

    The rapid expansion of AI models such as LLMs has outpaced global regulatory thinking, especially concerning copyright. India’s new working paper on “AI and Copyright Issues” marks a significant policy moment because it attempts to balance innovation with fair remuneration for content creators.  

    Introduction 

    Large Language Models (LLMs) rely heavily on public text, data, and multimedia scraped from the Internet. This has created tension between AI developers and content producers whose material forms the backbone of AI training datasets. India’s Department for Promotion of Industry and Internal Trade (DPIIT) has released a working paper proposing a mandatory licensing framework to ensure remuneration for content creators while keeping AI innovation unhindered. The proposal aims to prevent prolonged litigation, offer a collaborative revenue system, and address the growing disruption in the media landscape.

    Why in the news?

    India’s working paper is significant because it represents the first structured attempt to create a national solution to the global controversy around AI training data and copyright. For years, AI hyperscalers have argued for unrestricted scraping of Internet content, while publishers insisted on licensing and consent. With lawsuits piling up worldwide and no uniform judicial clarity, India’s move is a major shift from unregulated data scraping to a mandatory revenue-sharing model. It highlights the scale of the problem, hundreds of media houses and small publishers risk losing fair compensation as LLMs synthesize new outputs from their work without attribution. The proposal marks a pivot toward balancing AI development with creators’ rights, avoiding a situation that could disadvantage India’s AI ecosystem through excessive restrictions or unchecked exploitation.

    What Drives the Rapid Progress of LLMs?

    1. Iterative advancements in machine learning: Continuous improvements in applied techniques enhance the performance and reasoning ability of LLMs.
    2. Expanding access to global text and multimedia data: Massive publicly available datasets fuel training, improving output depth and sophistication.
    3. Dependence on Internet-scale content: AI firms rely heavily on materials produced by media houses, publishers, and content creators.

    What Is the Core Conflict Between AI Firms and Content Producers?

    1. Free-use argument by AI developers: They claim public Internet content should be freely usable for training, even when outputs are monetized.
    2. Licensing demand from content producers: Reproduction or syndication by AI, directly or indirectly, should require consent and licence fees.
    3. Fierce industry debate: News, entertainment, and book publishing sectors fear uncompensated use of their intellectual property.

    What Does India’s Working Paper Propose?

    1. Mandatory licensing framework: Allows unlimited scraping of public information, but mandates structured payments to a central body.
    2. Non-profit copyright society: Collects royalties from AI developers based on revenues earned through AI models trained on Indian content.
    3. Collaborative revenue-sharing: Ensures creators benefit from the value AI systems extract from their work.

    Why Is the Licensing Model Considered Practical?

    1. Avoids the burden of opting out: Individual content producers lack the power to prevent scraping or enforce restrictions.
    2. Recognizes data processing as a functional reality: AI models synthesize new outputs rather than reproduce original text verbatim.
    3. Addresses inequity concerns: Small publishers may still feel disadvantaged, but a flawed system is preferable to absence of remuneration.

    What Are the Challenges in Implementing the System?

    1. Royalty determination issues: Difficulties in deciding proportional payments, especially between small and large publishers.
    2. Ongoing global litigations: Lawsuits against AI companies continue, and no uniform judicial framework exists yet.
    3. Needless delay is a threat: Waiting for courts to settle the issue only benefits AI firms and worsens market disruption.
    4. Tech industry dissent: Some developers resist additional regulatory burdens but the committee views collaboration as essential.

    Conclusion

    India’s working paper marks an important shift toward a balanced AI-copyright ecosystem. While the proposed licensing structure is imperfect, it offers a practical, collaborative alternative to years of litigation and unregulated data extraction. If supported by the government and refined through stakeholder dialogue, it can ensure that India’s creators, publishers, and AI innovators coexist in a fair and sustainable digital environment.

  • [10th December 2025] The Hindu OpED: Charting an agenda on the right to health

    PYQ Relevance

    [UPSC 2021]“Besides being a moral imperative of a Welfare State, primary health structure is a necessary precondition for sustainable development.” Analyse. 

    Linkage: This question is relevant to GS II (Social Justice – Health) as it focuses on the state’s welfare responsibility through primary healthcare. It links to the right to health and sustainable development, highlighting the need for strong public health systems over market-led models.

    Mentor’s Comment

    This article analyses the National Convention on Health Rights and its significance in reframing health care as a rights-based public good. It highlights systemic failures in public health financing, privatisation-driven inequities, medicine access barriers, and workforce distress, while foregrounding the demand for a legally enforceable right to health in India.

    Why in the News

    The National Convention on Health Rights (December 11-12) is being held in New Delhi, coinciding with Human Rights Day and Universal Health Coverage Day, bringing together 400+ health professionals, community leaders, and activists from over 20 states. It is significant as it attempts a post-COVID national reset of India’s health policy discourse, challenging the long-standing trend of commercialisation and privatisation of health care. The convention highlights a stark contradiction: while health crises have intensified, public health spending remains at just 2% of the Union Budget, with per capita public spending at only ₹25 per day, forcing households into high out-of-pocket expenditure. The event is notable for explicitly framing health as a justiciable right, not merely a welfare objective.

    Introduction

    India’s health system stands at a crossroads where rising private sector dominance, weak public provisioning, and inequitable access coexist with constitutional commitments to dignity and equality. The National Convention on Health Rights seeks to reclaim health care as a public responsibility by addressing structural distortions exposed during the COVID-19 pandemic and by proposing an alternative rights-based framework.

    Privatisation and the Erosion of Public Health Systems

    1. Privatisation of Services: Expansion of public-private partnerships has transferred medical colleges and health facilities to private entities, weakening public capacity and oversight.
    2. Cost Escalation: Commercial health care has made treatment unaffordable for large sections dependent on public provisioning.
    3. Regional Resistance: Movements in Andhra Pradesh, Karnataka, Maharashtra, Madhya Pradesh, and Gujarat highlight citizen-led opposition to health sector privatisation.
    4. Regulatory Gaps: The Clinical Establishments Act, 2010 remains weakly implemented, allowing opaque pricing and unnecessary medical procedures, including excessive caesarean sections.

    Inadequate Public Financing and Insurance-Centric Models

    1. Budgetary Allocation: Public health receives only 2% of the Union Budget, insufficient for universal access.
    2. Out-of-Pocket Expenditure: Low public spending results in high household health costs, deepening poverty.
    3. Insurance Dependence: Government-sponsored insurance schemes prioritise hospitalisation rather than preventive and primary care.
    4. Structural Limitation: Insurance-based models fail to strengthen health systems or reduce systemic inequities.

    Health Workforce Crisis and Structural Injustice

    1. Pandemic Exposure: COVID-19 highlighted the indispensable role of doctors, nurses, paramedics, and support staff.
    2. Workplace Insecurity: Health workers face inadequate social security, unsafe working conditions, and poor remuneration.
    3. Justice Deficit: The convention stresses the absence of legal and institutional mechanisms to protect health workers’ rights.
    4. Systemic Link: Workforce distress directly undermines service quality and system resilience.

    Access to Medicines and Regulatory Barriers

    1. Household Burden: Medicines constitute nearly 50% of household medical spending, making them the most significant cost driver.
    2. Market Distortions: Irrational fixed-dose combinations, unethical marketing, and high retail mark-ups inflate prices.
    3. Policy Barriers: Patent regimes, regulatory gaps, and GST on medicines limit affordability.
    4. Public Manufacturing: Strengthening public sector drug production is identified as critical for universal access.

    Social Discrimination and Health Inequities

    1. Structural Exclusion: Caste, gender, disability, and sexuality shape access to health care.
    2. Marginalised Groups: Dalits, Adivasis, Muslims, LGBTQ+ persons, persons with disabilities, and those living with HIV face systemic discrimination.
    3. Intersectional Determinants: Food security, environmental pollution, and climate change exacerbate health vulnerabilities.
    4. Rights Framework: Non-discrimination is positioned as central to the right to health.

    Reimagining Health Care as a Fundamental Right

    1. Public Provisioning: Emphasis on strong, decentralised, community-led public health systems.
    2. Participatory Governance: Inclusive planning and local accountability mechanisms strengthen service delivery.
    3. Legal Anchoring: Health care framed as an enforceable fundamental right rather than a discretionary policy choice.
    4. Political Engagement: Parliamentary dialogue sought to translate convention outcomes into policy reform.

    Conclusion

    The National Convention on Health Rights articulates a coherent alternative to market-driven health care by grounding access, affordability, and equity within a rights-based public framework. It reinforces the principle that health systems must serve people rather than profits.

  • [9th December 2025] The Hindu OpED: Democracy’s paradox, the chosen people of the state

    UPSC Relevance

    [UPSC 2022] ‘‘While the national political parties in India favour centralisation, the regional parties are in favour of State autonomy.’’ Comment

    Linkage: This question directly relates to GS-2 Federalism. It links to issues of Centre-State powers, identity-based politics, and recent debates like citizenship verification/NRC/SIR, where states contest central authority.

    Mentor’s Comment

    This article examines the constitutional, legal and administrative paradox emerging from India’s ongoing attempts to verify citizenship through the Special Intensive Revision (SIR) of electoral rolls. The debate highlights the tension between documentation vs. status, state power vs. individual rights, and democracy vs. exclusion. For UPSC aspirants, this issue is significant because it intersects with federalism, citizenship law, administrative reforms, constitutional morality, and voter rights.

    Introduction

    India’s constitutional framework treats citizenship as a matter determined solely by law and Parliament, not routine administration. However, the recent use of SIR to verify electoral rolls has created friction between constitutional citizenship (status) and documentation-based citizenship (evidence). The article argues that the burden of proof is being pushed onto individuals despite ambiguities in law, unclear Census-NPR linkages, and historical inconsistencies in Assam’s NRC. This creates a paradox in which the state constructs legitimacy but simultaneously demands individuals prove they belong to that very state.

    Why in the News?

    The Election Commission’s Special Intensive Revision (SIR) of electoral rolls has reignited India’s long-running citizenship debate by shifting the burden of proving citizenship onto individuals, something the Constitution never intended. For the first time since independence, a nationwide administrative exercise mirrors the logic of NPR-NRC processes without legislative mandate, raising fears of wrongful exclusions, ethnic profiling, and contradictions between constitutional citizenship and administrative citizenship. This marks a sharp and controversial departure from earlier electoral roll revisions that assumed all residents are citizens unless proven otherwise.

    How does citizenship verification create a conflict between status and evidence?

    1. Constitutional Citizenship:
      1. Citizenship status is determined only by Parliament under Articles 5–11, not by administrative bodies like the Election Commission.
      2. Substantiation: The Home Ministry alone has the authority to decide citizenship; EC cannot adjudicate it.
    2. Evidence vs. Status Conflict:
      1. Documents like passports, Aadhaar, NPR data are not conclusive proof of citizenship.
      2. Substantiation: Passports can be forged; Aadhaar is given to all residents; NPR data’s legal basis remains unclear.
    3. Presumption Principle: EC’s SIR breaks with the established assumption that all residents on electoral rolls are citizens unless proven otherwise.

    What legal inconsistencies arise while proving Indian citizenship?

    1. No Clear Proof Mechanism: India lacks a single definitive document that proves citizenship. Example: A person may hold a passport but still be unable to prove citizenship in court.
    2. Ambiguity in NPR and NRC linkage: NPR 2010 & 2015 updates used Census infrastructure but lacked stable legal clarity on how citizenship data would be used.
    3. Birth-Based Citizenship Limits: Citizenship by birth is restricted after 1987 and 2004, parental citizenship must also be established. Example: Post-2003 rules exclude “illegal migrants” even if born in India.

    How do historical precedents shape current anxieties?

    1. Assam NRC Experience: 19 lakh+ residents excluded, many of whom were ethnic Assamese or Bengali Hindus.
    2. Pilot Projects of 2008 & 2010: Early verification exercises in border states showed high error rates and mass exclusions.
    3. Legacy Documents Problem: Citizenship linked to pre-1971 documents (Assam Accord) created practical hardships for ordinary people.

    How does state authority expand through documentation?

    1. Shift of Burden to Individual: SIR and NPR-type exercises place responsibility on residents to prove citizenship instead of the state to verify it.
    2. Expansion of Administrative Power: Local officials gain disproportionate authority to decide who is “doubtful.” Electoral officials examine documents and decide eligibility on daily basis.
    3. Security-State Logic: Administrative citizenship becomes aligned with policing, not inclusion.

    Why is this a “Democratic Paradox”?

    1. State Creates People, Not Vice Versa: The state assumes the power to determine who counts as “people,” instead of people creating the state.
    2. Contradiction with Republic’s Founders: Founders envisioned territorial citizenship, not ethnicity-based citizenship.
    3. Democratic Exclusion: Verification processes may disenfranchise genuine citizens, violating equal political rights.

    Conclusion

    India’s citizenship verification debate reflects a deeper constitutional tension between democracy’s inclusive promise and bureaucratic exclusion driven by identity, documentation, and administrative power. A citizenship regime based on presumption of inclusion is now shifting toward suspicion and proof-based inclusion. The article highlights the urgent need for legal clarity, transparent processes, and alignment between constitutional citizenship and administrative citizenship, ensuring that democracy’s foundation, universal franchise, is not undermined.

     

  • [8th December 2025] The Hindu OpED: Surveillance apps in welfare, snake oil for accountability

    UPSC RELEVANCE

    [UPSC 2023] E-governance, as a critical tool of governance, has ushered in effectiveness, transparency and accountability in governments. What inadequacies hamper the enhancement of these features?

    Linkage: This question links to GS-2 themes of e-governance, transparency, and accountability. The article’s examples of NMMS, Poshan Tracker, and PDS apps directly show how design flaws and exclusion hinder these very objectives.

    Mentor’s Comment

    Surveillance-driven governance is expanding rapidly across India’s welfare programmes. Mobile apps promising “real-time monitoring” and “perfect accountability” are being deployed at scale, often without adequate evidence, capacity, or safeguards. This article critically evaluates the growing reliance on tech fixes in welfare delivery. For UPSC aspirants, it offers an analytical understanding of digital governance, state capacity, accountability frameworks, and ethical concerns, key themes across GS-2 and GS-4.

    Introduction

    Digital tools entered India’s welfare architecture as instruments to modernise attendance, prevent leakages, and strengthen accountability. Over time, however, their use expanded without evaluating field conditions such as connectivity, device access, literacy, and administrative capacity. Surveillance apps have produced limited gains, created new exclusion risks, and shifted the burden of accountability onto frontline workers instead of programme designers and administrators.

    Why in the news

    Welfare programmes across India are increasingly mandating surveillance apps, ranging from biometric attendance to compulsory photo uploads, to improve accountability. But a series of recent failures, especially in schemes like the National Mobile Monitoring System (NMMS) and the Poshan Tracker, has exposed deep flaws. For the first time, governments are publicly acknowledging that these apps are producing unreliable data, penalising genuine beneficiaries, and overburdening frontline workers.

    How did biometric attendance become a dominant tool in welfare programmes?

    1. Biometric punctuality enforcement: Introduced to ensure staff attendance; absenteeism led governments to mandate digital attendance, even threatening punitive action. Example: Block in Uttarakhand where nurses faced punishments for late biometric attendance.
    2. Competing administrative tasks: Conscientious officials stayed back late to complete computerised work, leading to poor next-day biometric compliance.
    3. Impact on health workers: In Rajasthan, RCT evidence showed biometric attendance increased absenteeism, not punctuality.
    4. MGNREGA experience: Wage expenditure tied to digital attendance meant workers paid for tasks they did not perform if supervisors manipulated records.

    Why did the National Mobile Monitoring System (NMMS) generate controversy?

    1. Mandatory photo uploads: Required two geotagged photos daily; failure resulted in wages withheld.
    2. Unrealistic conditions: Poor connectivity in remote areas made uploads impossible.
    3. Limited deterrence of fraud: The app could not confirm whether workers were present all day; supervisors were still able to manipulate attendance.
    4. Excessive burden on workers: Workers anxious about upload deadlines; many were forced to return to worksites simply to capture photos.

    How did the Poshan Tracker create disruptions in nutrition schemes?

    1. Mandatory recognition technology: Ministry required Face Recognition Technology (FRT) for THR pack distribution to children and mothers.
    2. Connectivity problems: Anganwadi worker in Haryana, crowd waiting; app warning: “those who want to eat will continue”, meaning refusal impossible.
    3. Risk of exclusion: Adivasi worker unable to upload photos; THR packs denied to her centre’s beneficiaries.
    4. Extra documentation: Ministry insisted FRT photos must match recorded photographs, adding further layers of control.

    How did ration distribution apps worsen inclusion errors for vulnerable households?

    1. App-based authentication: Some States required biometric or photograph-based verification for the full ration quota.
    2. Penalties for errors: In Jharkhand, uploaded photo mismatch led to partial ration denial.
    3. Burden on elderly/disabled beneficiaries: Those unable to stand for photographs or travel to ration shops lost access entirely.

    Do tech fixes improve accountability in welfare implementation?

    1. Accountability diversion: Apps target frontline workers (anganwadi workers, nurses, teachers) instead of programme designers who control budgets and logistics.
    2. Narrow definition of accountability: Focus limited to procedural compliance rather than service quality.
    3. Over-reliance on automation: Governments assume apps can “prove” honesty or dishonesty; instead, structural gaps remain untouched.
    4. Manipulation persists: Despite apps, fraud, delays, and ghost entries continue, because the administrative ecosystem, not workers, drives corruption patterns.

    Limited effect of tech surveillance

    1. User rejection: Nurses in several states stopped using apps mandated by NHM due to technical and workload issues.
    2. False confidence in data: Administrators felt the ANA tool provided proof of malnutrition despite underlying measurement problems.
    3. Infrastructure mismatch: Apps needed smartphones, servers, data connectivity, conditions often absent in rural welfare ecosystems.
    4. Shifting blame: When NMMS and Poshan Tracker failed, ministries blamed “misuse” instead of app design flaws.

    Accountability Without Capacity: A Flawed Approach

    1. Fragmented accountability: Failures frequently attributed to workers; rarely to poor programme design.
    2. Blame-shifting: Ministries argued NMMS failures were due to workers manipulating apps.
    3. Overproduction of technology: Industries push surveillance apps and governments adopt them without field-testing.
    4. Cost to welfare: Data obsession overshadows quality of service delivery, including nutrition, health outreach, and ration reliability.

    Conclusion

    Surveillance apps in welfare promise transparency but frequently deliver exclusion, burden frontline workers, and create a false sense of accountability. The article shows that technological solutions, when applied without understanding field realities, act like “snake oil”, seductive yet ineffective. Real accountability requires strengthening administrative capacity, improving worker conditions, and focusing on welfare outcomes rather than digital compliance rituals.

  • [6th December 2025] The Hindu OpED: A growing shadow over digital constitutionalism

    PYQ Relevance

    [UPSC 2024] e-governance is not just about the routine application of digital technology in the service delivery process. It is as much about multifarious interactions for ensuring transparency and accountability. In this context evaluate the role of the ‘Interactive Service Model’ of e-governance.

    Linkage: It links to the article’s focus on transparent, accountable digital systems instead of opaque, surveillance-heavy governance. The Interactive Service Model reflects the need for citizen-centric, rights-based e-governance highlighted in the article.

    Mentor’s Comment

    Digital technologies now shape governance, welfare, and everyday life. But with this convenience comes an unprecedented rise in state and corporate power over personal data. This article analyses the emerging concerns around digital constitutionalism in India. This debate has been triggered by the government’s recent move to mandate the “Sanchar Saathi” app on all mobile devices, an order later rolled back amid public pushback

    Introduction

    India’s digital ecosystem is expanding rapidly, with AI, surveillance systems, and automated governance tools becoming central to state-citizen interaction. While these technologies promise efficiency, they also raise profound constitutional concerns regarding liberty, dignity, privacy, rule of law, accountability, and protection against arbitrary state power. The rollback of the Sanchar Saathi mandate has intensified public scrutiny of the balance between security and rights in the digital age.

    Digital constitutionalism:

    1. It is the application of constitutional principles to the digital age, aiming to adapt and extend protections for rights like privacy and freedom of speech in the online world. 
    2. It involves re-examining how constitutional law operates in an “algorithmic society.” 
    3. Essentially, it’s about reframing constitutionalism to address the unique challenges posed by digital technology, rather than creating a completely new system. 

    Understanding Digital Constitutionalism

    1. Constitutional Principles at Stake: Includes liberty, dignity, equality, accountability, and rule of law in a data-driven world.
    2. Invisible Surveillance Systems: Automated processes like KYC verification, welfare distribution, police databases, and algorithmic decision-making operate with limited transparency.
    3. Risk of Arbitrary Power: Technology enables governance without adequate accountability, transforming everyday life into a monitored ecosystem.

    Why is the Surveillance Infrastructure Expanding?

    1. Growing Cybercrimes: Cyber-offences increased sharply (5.9 lakh to 20.4 lakh), pressuring the state to tighten digital security mechanisms.
    2. Dependence on Private Entities: Telecom, social media, and fintech companies mediate critical citizen services, increasing exposure to opaque data practices.
    3. State-led Technological Governance: Tools like digital ID systems, police databases, and AI-based profiling are becoming integral to governance.

    Efficiency Gains vs Loss of Personal Control

    1. Behavioural Analytics: Hospitals, insurers, schools, and government platforms profile individuals, determining access to services.
    2. Voluntary vs Forced Choice: “Click-through” consent is often unavoidable, reducing privacy to a formal checkbox rather than meaningful choice.
    3. Data-Driven Governance: Decisions affecting rights increasingly rely on opaque algorithms, weakening personal autonomy.

    Surveillance Technologies and Public Life

    1. Digital CCTV & Biometric Systems: Widely deployed across public spaces for administrative efficiency.
    2. Facial Recognition Misuse: Cases abroad show wrongful arrests based on faulty technology; biases against minorities, women, and children documented.
    3. Indian Context: Facial recognition is used frequently without clear legal safeguards; no comprehensive national law limits abuse.

    The Legal System’s Inadequacy

    1. Outdated IT Act, 2000: Not designed for modern surveillance or data-driven governance.
    2. Weak Judicial Enforcement: Privacy guidelines exist but enforcement is inconsistent, making citizens vulnerable.
    3. Delayed Remedies: Courts, tribunals, and oversight bodies do not provide timely relief against digital rights violations.

    Way Forward Rooted in Constitutionalism

    1. Independent Digital Regulator: Needed for adequate oversight on state and private surveillance.
    2. Mandatory Transparency: State and private devices must undergo regular audits.
    3. Limiting Facial Recognition: Clear rules restricting its use; ban for discriminatory or non-essential functions.
    4. Strengthening Rule of Law: Accountability tools, proportionality standards, and judicial review must govern technological deployments.

    Conclusion

    India stands at a crucial crossroads: digital innovation is reshaping governance, but without strong constitutional safeguards, it risks expanding unchecked state and corporate power. Digital constitutionalism must ensure that technology enhances democratic freedoms rather than eroding them. The path forward requires transparent regulation, enforceable rights, and independent institutional oversight to preserve the constitutional promise of dignity, liberty, and equality in the digital era.

     

  • [5th December 2025] Hindu OpED New Delhi’s relative isolation, India’s tryst with terror

    PYQ Relevance

    [UPSC 2024] Terrorism has become a significant threat to global peace and security. Evaluate the effectiveness of the UNSC’s CTC in mitigating this threat. 

    Linkage: Terror networks operating across borders and using encrypted systems highlight the need for stronger global counter-terror efforts. India’s experience shows why an effective UNSC-CTC is essential to address these evolving threats.

    Mentor’s comment

    India’s security environment is undergoing an unusual and worrying shift. New Delhi, historically a central diplomatic player, now appears relatively isolated even as terror networks expand and geopolitical churn intensifies across South Asia. This note analyses India’s current strategic dilemma, rising hostility from neighbours, deepening terror modules, and a rapidly shifting regional balance.

    Introduction

    India is witnessing a rare strategic moment where its diplomatic influence seems diminished, regional hostility is rising, and terrorism is resurfacing in sophisticated forms. Unlike earlier periods, the current situation combines India’s geopolitical isolation with escalating threats from Pakistan-linked terror networks and a volatile South Asian neighbourhood undergoing political, military, and institutional upheaval. This combination makes the moment distinct and consequential for India’s national security.

    Why in the news

    New Delhi is facing unusual diplomatic isolation, with key regions, West Asia, Europe, and the Indo-Pacific, witnessing shifting power equations that keep India on the sidelines. Simultaneously, South Asia is in deep turmoil: Pakistan’s military changes, Bangladesh’s political shifts, and regional instability are narrowing India’s manoeuvring space. The article highlights a renewed and more complex terror threat, including revived urban terror modules linked to Pakistan and new radicalised networks across Jammu, Kashmir, Delhi, and other regions. This combination of isolation and intensified terror activity marks a serious departure from past patterns, making the situation alarming.

    Why is India facing relative diplomatic isolation today?

    1. ‘Outlier’ perception: India appears more as an outsider than a major power in shaping global order; its role in West Asia, Europe, and the Indo-Pacific remains limited.
    2. Virtual onlooker status: Despite rising global stakes, India is seen as “virtually sitting on the sidelines” in key geopolitical developments.
    3. Contrast with earlier influence: India had never faced such a situation before, making the marginalisation stark.
    4. Limited support system: Even the “entire South Asian region” around India is unstable, reducing India’s traditional influence.

    How is regional hostility from West to East complicating India’s position?

    1. Hostile neighbours: Pakistan and Bangladesh are identified as increasingly unfriendly, particularly Pakistan with rising anti-India rhetoric.
    2. Escalating threat levels: Voices within Pakistan calling India a “proper lesson” intensify cross-border hostility.
    3. Pakistan’s internal changes:
      1. New Defence Services hierarchy: Pakistan created a Chief of Defence Forces and elevated a new army leadership.
      2. Field Marshal-like powers: New structure gives sweeping control over Pakistan’s nuclear assets.
      3. Civil-military power shift: 27th Constitutional Amendment Bill risks undermining democracy further.
    4. Bangladesh’s shift: Tilting towards Pakistan: Recent signals of re-engagement with Pakistan, including naval visits and discussions, create new regional anxieties.
      1. Unfriendly posture: Perceived as acting “unfriendly, if not openly hostile”.

    Why is India’s counter-terror environment becoming more dangerous?

    1. Urban terror revival: After years of decline, urban terrorism is making a comeback across India’s metropolitan centres.
    2. Linkages with Pakistan:
      1. State-backed groups like Lashkar-e-Taiba and Jaish-e-Mohammed re-emerging.
      2. Collusion with Pakistani military establishments revived.
    3. Radical infiltration: 
      1. Jammu & Kashmir to Delhi corridor has seen sporadic attacks.
      2. Encrypted channels used to coordinate indoctrination, logistics, and training.
    4. Professionalisation of terror: Doctors, academics, and professionals are increasingly being used for indoctrination and planning.
    5. Reappearance of modules similar to 1993 & 2008: Terror patterns show similarities to the Bombay blasts (1993) and Mumbai attacks (2008).

    What makes the renewed terror threat structurally different from before?

    1. Shift from ideological to professional networks: Radicalisation now mixes religion with professional/academic legitimacy to attract youth.
    2. Use of encrypted technologies: New modules use digital secrecy to avoid detection.
    3. Global linkages: Channels from Pakistan extend to the UAE, Saudi Arabia, UK, and Jordan.
    4. Diverse recruitment base: Includes medical professionals, engineers, and skilled individuals.
    5. Local sleeper cells: Groups with strong roots in Jammu and Kashmir, Delhi, and other cities enable quicker mobilisation.

    Why does India’s situation today require careful diplomatic and security manoeuvring?

    1. Volatile neighbourhood: Afghanistan, Nepal, Maldives, Myanmar, Pakistan, Bangladesh all face varying turmoil.
    2. Civil-military imbalance in Pakistan: Enhances unpredictability and increases risk of miscalculation.
    3. Potential spillover of instability: Especially from Pakistan and Bangladesh into India’s border regions.
    4. Need for vigilance and caution: High levels of external-internal linkage in terror require sensitive handling.

    Conclusion

    India faces a dual challenge: growing diplomatic isolation and a renewed, sophisticated terror threat emerging from both state-linked and radical networks. The changing regional landscape, marked by political instability, shifting alliances, and Pakistan-Bangladesh recalibrations, makes India’s environment more unpredictable than before. Adapting to this moment requires calibrated diplomacy, heightened security vigilance, and strategic patience to navigate an exceptionally complex geopolitical phase.

     

  • [3rd December 2025] The Hindu OpED: A template for security cooperation in the Indian Ocean

    PYQ Relevance

    [UPSC 2024] Discuss the geopolitical and geostrategic importance of Maldives for India with a focus on global trade and energy flows. Further also discuss how this relationship affects India’s maritime security and regional stability amidst international competition?

    Linkage: This PYQ is directly linked to India’s strategic engagement with the Colombo Security Conclave (CSC), where Maldives is a core maritime partner. The question becomes relevant as Maldives’ political shifts, China’s growing presence, and competition over Indian Ocean trade and energy routes directly shape India’s maritime security priorities.

    Mentor’s Comment

    This article breaks down the evolving relevance of the Colombo Security Conclave (CSC) for India and the wider Indian Ocean region in 2025. China’s growing presence in the region is reshaping the geopolitical environment. In this setting, the CSC becomes an important platform for India to strengthen maritime security cooperation.

    Introduction

    The CSC has emerged as a critical framework for regional security cooperation in the Indian Ocean. It initially focused on issues such as maritime security, counter-terrorism, cybersecurity, and human trafficking. Now it is attempting to institutionalise itself and broaden its mandate to address the increasingly complex geopolitical and maritime challenges in the region. India’s leadership in reviving and expanding the grouping has placed CSC at the centre of its Indian Ocean strategy.

    How is the evolving Indian Ocean environment reshaping CSC’s relevance?

    1. Strategic Shifts: The Indian Ocean region is witnessing significant changes in the broader Indo-Pacific, making cooperative security frameworks more urgent.
    2. Economic Interdependence: Littoral states depend heavily on ocean-based economies; maritime disruptions create widespread developmental challenges.
    3. Non-traditional Threats: Issues such as organised crime, cyberattacks, and trafficking continue to expand, requiring coordinated regional responses.

    What has shaped the CSC’s institutional trajectory so far?

    1. Initial Trilateral Framework: Established between India, Sri Lanka and the Maldives; momentum slowed due to political transitions in Sri Lanka and Maldives.
    2. Revival in 2020: India reinstated its engagement, establishing structured cooperation across four pillars, maritime security, counter-terrorism, trafficking, and cybersecurity.
    3. Progressive Expansion: Mauritius joined as full member (2022); Bangladesh added in 2024; Malaysia joined as observer in 2025.
    4. Growing Synergies: NSA-level coordination has strengthened common frameworks across member states.

    Why does China’s growing presence create strategic dilemmas for CSC?

    1. Contrasting Perceptions:
      1. India: Views China’s activities as a major security challenge.
      2. Other Members: Depend on China economically and see it as a developmental partner rather than a threat.
    2. Need for Balance: India must carefully manage CSC’s agenda such that the grouping does not fracture over divergent China-related security views.
    3. Anchoring India’s Priorities: CSC allows India to place maritime security and regional stability at the centre of cooperative action.

    What institutional challenges does the CSC currently face?

    1. Fragmented Frameworks: Lack of integrated institutional structures limits effective coordination.
    2. Need for Policy Consistency: Member states’ domestic disturbances (e.g., in Bangladesh) can affect the group’s resilience.
    3. Operational Limitations: Without an institutionalised Secretariat or joint mechanisms, coordination remains NSA-driven and episodic.

    What opportunities does CSC expansion create for regional security?

    1. Wider Membership: Growing membership allows for more inclusive maritime-security cooperation in the Indian Ocean.
    2. Enhanced Information-Sharing: Expanding partnerships help create common threat-perception frameworks.
    3. Forward Momentum: Malaysia’s possible future membership indicates sustained interest in CSC’s work
    4. Aligning Actionable Pathways: Collective policies on maritime issues can strengthen resilience across the region.

    Conclusion

    The CSC stands at a defining moment in 2025. Its expansion, renewed momentum, and India’s leadership provide a framework to address the growing complexity of maritime security in the Indian Ocean. However, institutional strengthening, policy coherence, and careful handling of China-related sensitivities will determine how successfully the CSC evolves into a reliable, long-term regional security architecture.

  • [2nd December 2025] The Hindu OpED: The new action plan on AMR needs a shot in the arm

    PYQ Relevance

    [UPSC 2014] Can overuse and free availability of antibiotics without Doctor’s prescription, be contributors to the emergence of drug-resistant diseases in India? What are the available mechanisms for monitoring and control? Critically discuss the various issues involved.

    Linkage: This PYQ directly mirrors the article’s focus on antibiotic misuse, OTC access, and weak regulatory control driving AMR. It lets you use NAP-AMR 2.0 to show gaps in surveillance, stewardship, and One Health governance, exactly what the exam tests.

    Mentor’s Comment

    AMR is now a major threat to India’s health, food systems, and environment. Resistance has moved beyond hospitals into water, soil, and livestock. NAP-AMR 2.0 is timely and shows a stronger, more accountable approach. This analysis helps you clearly understand what worked, what failed, and what must change.It also builds GS2 and GS3 depth through governance, science, environment, and One Health linkages.

    Introduction

    India has released its National Action Plan on Antimicrobial Resistance (NAP-AMR 2.0) for 2025-29, signalling a renewed commitment to containing AMR, a challenge that affects human health, livestock, agriculture, the environment, and food systems. Unlike the first plan (2017), which saw uneven adoption across States, the second plan attempts structural reform through higher accountability, stronger surveillance, private-sector engagement, multi-departmental integration and One Health alignment.

    Why in the news?

    The launch of NAP-AMR 2.0 marks a significant turning point because AMR has now expanded beyond hospitals into soil, water, livestock, markets and food systems, making it a full-spectrum health and environmental challenge. 

    How did the first NAP-AMR evolve and where did it fall short?

    1. Significant early progress: Brought AMR into national consciousness, encouraged multi-sectoral participation, improved laboratory networks, and strengthened stewardship.
    2. One Health recognition: Placed AMR within the interface of human health, animals and environment.
    3. State-level stagnation: Most States undertook only individual activities; only a few (Kerala, MP, Delhi, AP, Gujarat, Sikkim, Punjab) created formal AMR action plans.
    4. Weak institutional execution: Multisectoral One Health structures were missing in most States.
    5. Uneven governance: Human health, veterinary systems, pharmaceuticals and waste management lie under different jurisdictions, causing weak coordination.
    6. Monitoring deficiencies: Surveillance, regulatory oversight, environmental contamination monitoring and antibiotic stewardship remained fragmented.

    What makes NAP-AMR 2.0 more mature and implementation-focused?

    1. Shift to national priorities: Moves beyond intent; outlines clear responsibilities across levels of governance.
    2. Private sector engagement: Recognises that a major share of India’s health care and veterinary services is provided privately.
    3. Scientific strategy: Emphasises innovation, rapid diagnostics, alternatives to antibiotics, and improved environmental monitoring.
    4. One Health deepening: Stronger coordination across food safety, waste management, agriculture, environment and human/animal health.

    What new governance mechanisms does the NAP-AMR 2.0 introduce?

    1. Higher accountability: Greater role for national supervision through a dedicated Coordination and Monitoring Committee.
    2. State-level innovation: Recommends every State establish a One Health inter-ministerial AMR committee, along with State AMR cells.
    3. Integrated reporting framework: Aligns State reporting with national structures for uniform monitoring.
    4. Technical backbone: Calls for a national follow-up mechanism and a multi-departmental coordinating structure.

    Where do administrative and operational gaps persist?

    1. Funding limitations: NITI Aayog’s earlier financial grant-based system did not generate adequate incentives.
    2. Weak incentive design: No system for rewarding State performance or penalising poor progress.
    3. Fragmented responsibility: Human health, veterinary systems, agriculture, pharmaceuticals and waste sectors work under separate ministries and State departments.
    4. Lack of real-time accountability: No statutory notification requiring States to inform the Centre of AMR progress.
    5. Dependence on central push: States often wait for Union-level initiatives rather than proactively building AMR infrastructure.

    What financial and institutional reforms does the article highlight as essential?

    1. Mandatory funding channels: Conditional grants through the National Health Mission (NHM) for surveillance and laboratory systems.
    2. Administrative energy: Once funding becomes compulsory, States respond faster.
    3. Scientific backbone: Need for a sustainable, long-term national centre for AMR control and accountability.
    4. International relevance: Without a Centre-backed national AMR programme, India cannot engage in meaningful global AMR governance.

    Conclusion

    The NAP-AMR 2.0 offers an opportunity to anchor India’s AMR response on a stronger scientific and institutional foundation. But success will require coordinated State participation, financial backing, and accountable governance, not just policy intention. A central AMR Centre, integrated surveillance, and enforceable incentives could finally convert national plans into ground-level action across health systems, veterinary services, agriculture, food safety and environmental management.

  • [1st December 2025] The Hindu OpED: India needs research pipelines

    PYQ Relevance

    [UPSC 2024] What is the present world scenario of intellectual property rights with respect to life materials? Although India is second in the world to file patents, still only a few have been commercialized. Explain the reasons behind this less commercialization.

    Linkage: India’s weak research pipelines, unpredictable R&D funding, and poor industry-university linkages directly explain why patent filings do not translate into commercialization, making this PYQ highly relevant for GS-III themes of IPR, innovation ecosystem, GERD gaps, and research-industry translation.

    Mentor’s Comment

    India stands at a decisive moment where research capacity, funding predictability, and university-industry linkages.  It will determine whether it becomes a global knowledge leader or remains a low spender on R&D. This translates a critical national issue, India’s missing research pipelines, into a structured UPSC Mains-ready analysis.

    Introduction

    India’s ambition to innovate and lead in emerging technologies is constrained by irregular research outlays, limited campus-industry linkage, low GERD (0.65% of GDP), and absence of predictable pipelines that convert lab innovations into products, patents, and industry deployment. In sharp contrast, countries that succeeded, such as the U.S., China, and advanced economies, matched corporate R&D efforts with stable campus-strengthening investments, enabling a steady rise in innovation intensity. India now aims to transition from isolated research islands to structured, industry-driven, multi-university research pipelines.

    Why in the News? 

    India’s research ecosystem is under scrutiny because GERD remains stagnant at 0.65% of GDP, despite corporates like Tata Motors, Dr. Reddy’s, Reliance, Sun Pharma and Bharat Electronics posting strong R&D numbers in FY24. A major contrast is visible: India has global-scale labs and talent but lacks predictable, industry-linked research pipelines, unlike countries that institutionalised grant mechanisms, co-funded platforms, and competitive university partnerships. This mismatch between capability and structure is now a policy priority and a turning point for India’s innovation ambitions.

    What global benchmarks reveal about successful research ecosystems?

    1. Stable research outlays: Countries that scaled innovation kept firm-level R&D spending steady for years; they aligned CSR-type funding to predictable pipelines supporting labs and doctoral cohorts.
    2. Corporate-university integration: The U.S. NSF’s Industry-University Cooperative Research Centers and Semiconductor Research Corporation link firms with competitive research consortia.
    3. High corporate R&D leadership: Firms like Meta invested ~$44 billion in 2024; Alphabet, Amazon, Apple, IBM and Microsoft anchor multibillion-dollar R&D programmes.
    4. Translation into partnerships: U.S. universities booked ~$692 billion of domestic R&D payments; ratio of industry contracting rose sharply in 2022.

    Where does India stand in corporate R&D performance?

    1. High-intensity corporate R&D: Tata Motors posted ₹44,381 crore revenue and ₹29,398 crore R&D in FY24 (6.7% intensity).
    2. Sectoral R&D patterns: Sun Pharma invested 6.7%; Dr. Reddy’s spent ₹2,29 billion (8.2% of sales).
    3. Strategic spending: Bharat Electronics Ltd. invested 2.64% of turnover; Reliance Industries spent over ₹4,100 crore on R&D in FY24-25.
    4. Emerging partnerships: Marlabs Research Park hosts more than 200 companies near faculty labs, creating a daily flow of industry ideas.

    What structural gaps weaken India’s research pipeline?

    1. Low GERD-to-GDP ratio: GERD at 0.65% of GDP remains below advanced economies.
    2. Irregular funding cycles: HEIs face unpredictable, short-term grants; lack of multi-year financial visibility disrupts research continuity.
    3. Weak measurable outcomes: Absence of instruments like patent targets, standards contributions, and milestone-linked funding.
    4. Fragmented labs: Universities operate as isolated research islands instead of multi-university shared platforms.

    What policy directions does the article propose?

    1. Three-year R&D-to-sales norms: Electronics, pharma, defence and space firms must agree on rising year-on-year ratios supported by market-linked export expectations.
    2. Shared campus facilities: Co-funded platforms where industry uses HEI labs for multi-year projects with open data deliverables.
    3. Deadline industry-relevant KPIs: Universities must maintain structured performance indicators tied to outcomes.
    4. Credit for collaborative research: Benefit firms that hire PhDs, invest in accredited labs, or co-supervise doctoral research.
    5. Strengthening university research culture: Indian universities sit near dynamic markets; they must channel their knowledge traditions into technology breakthroughs.

    How can India build future-ready research pipelines?

    1. Predictable funding architecture: Move from ad-hoc grants to structured multiyear timelines and tendered project pipelines.
    2. National mission pipelines: Semiconductor Mission’s startup and research integration via IDEX and AIMTOP serve as replicable templates.
    3. Multi-university shared centres: These can pool equipment, modernise test instruments, and convert research into measurable outputs.
    4. Industry-ready researchers: Create dual-track PhD programmes aligned with corporate rotations, job assignments, and real field tasks.
    5. Publicise R&D metrics: Annual reporting by listed companies on R&D intensity and HEI contributions to enhance transparency.

    Conclusion

    India possesses the labs, talent and markets, yet the absence of predictable research pipelines denies it the innovation momentum achieved by global peers. With structured outlays, measurable outputs, co-funded facilities, multi-university centres, and industry-linked doctoral programmes, India can transform research from a sporadic activity into a national innovation supply chain. This shift is essential for scaling Indian R&D and creating sustained technological competitiveness.