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Type: Op-ed

  • Climate resilience starts with the health workforce

    Why in the News

    Floods in Kerala and Assam have exposed the challenge of protecting lives during climate-related disasters, with attention going to rescue, relief camps and rebuilding. Analysis of climate-health governance across South and Southeast Asia shows that the workforce which prevents a disaster from becoming a prolonged public-health crisis is trained through fragmented, donor-supported projects rather than through the health system's own institutions.

    What is a climate-resilient health system?

    1. About: A climate-resilient health system is one able to anticipate, respond to, cope with and recover from climate-related shocks without interrupting routine health services.
    2. What it rests on: Its resilience ultimately depends on the workforce that delivers adaptation, since surveillance, emergency response and community outreach are performed by people rather than by plans.
    3. What changes under climate stress: Many of the foundational competencies required for climate adaptation already exist within health systems, and what changes is the context in which they must operate.
    4. The design principle: Climate change requires reorienting existing competencies through a climate lens and introducing new competencies where needed, rather than replacing what already exists.

    What is a heat action plan?

    1. About: A heat action plan is a city or region specific preparedness protocol that sets temperature thresholds, colour-coded warnings, and assigned responsibilities for health facilities, municipal bodies and emergency services during a heatwave.
    2. Why it is health-led: It converts a meteorological forecast into concrete health system action, covering hospital surge beds, oral rehydration supply, cooling spaces and outreach to outdoor workers and the elderly.

    What does the health workforce actually do during a climate disaster?

    1. Hospital preparedness: Hospitals prepare for medical emergencies, which is the visible clinical face of the response.
    2. Disease surveillance: Surveillance teams monitor disease outbreaks, since displacement and standing water raise the risk of communicable disease after a flood.
    3. Water quality testing: Laboratories test water quality, which determines whether relief camps and returning households face contamination risk.
    4. Community outreach: Community health workers reach vulnerable households, carrying care to those who cannot reach a facility.
    5. Cross-department coordination: Public health officials coordinate responses across departments, since the response involves disaster management, water supply, municipal services and health together.
    6. The net effect: It is the health workforce that prevents a natural disaster from becoming a prolonged public-health crisis, which is the least visible part of the response.

    What have states already put in place?

    1. Surveillance: States have begun to strengthen surveillance systems, which is the first line of detection for post-disaster outbreaks.
    2. Heat action plans: States have developed region-specific and city-specific heat action plans.
    3. Emergency preparedness: States have improved emergency preparedness arrangements within the health system.
    4. Programme integration: States have begun integrating climate considerations into several public-health programmes rather than treating climate as a separate vertical.
    5. The illustrative case: Kerala's response to the floods illustrates how health departments are increasingly incorporating public-health measures into disaster response.

    What does the South and Southeast Asia evidence show?

    1. The regional scope: The analysis covers climate-health governance across South and Southeast Asia, so the finding is regional rather than confined to one country.
    2. The central finding: Workforce development across the region remains fragmented, with no common architecture linking training to the health system's own institutions.
    3. The funding pattern: Climate-health training is largely confined to donor-supported or project-supported initiatives.
    4. What that implies: Capability rises and falls with the funding cycle of individual projects rather than accumulating within the system.
    5. Why the region matters for India: India's own state-level heat action plans and surveillance strengthening sit inside this regional pattern, so the fragmentation finding applies directly to Indian districts.

    Why does workforce capacity remain a surge response rather than a standing capability?

    1. The three questions the record raises: Whether these capacities can be sustained across all states, districts and levels of the health system; how surge capacities can be developed given the severe shortage of health workers across India; and whether capacities are being embedded across the workforce or continue to depend on individual relief-specific programmes and emergency mobilisation.
    2. The competency position: The competencies needed are largely present already, so the deficit is not one of knowledge.
    3. The institutional position: Those competencies sit in isolated training programmes rather than in the systems that produce, supervise and evaluate health workers.
    4. The consequence: Capacity is activated only during emergencies rather than translated into routine practice.
    5. The shortage constraint: The severe shortage of health workers across India limits how much surge capacity can be raised from an already stretched base.

    What would institutionalising climate-health competencies require?

    1. Beyond isolated training: Building climate-resilient health systems requires moving beyond isolated training programmes towards institutionalising climate-health competencies.
    2. The five integration points: These competencies should be integrated into pre-service education, professional development, supportive supervision, planning, and performance management.
    3. Pre-service education first: Placing climate-health content in pre-service education means every entrant carries the competency, rather than only those a project reaches.
    4. Supervision and performance: Embedding competencies in supportive supervision and performance management is what converts a completed training into observed practice.
    5. The three enablers: The integration must be supported by sustained governance, financing and institutional mechanisms.

    Challenges to Building a Climate-Resilient Health Workforce

    1. Absolute workforce shortage: Surge capacity cannot be drawn from a base that is already below norm, since redeploying staff for a flood response leaves routine services uncovered. Eg. Rural health facilities across India carry large shortfalls of specialists against Indian Public Health Standards, and community health centres report specialist vacancies in the range of two-thirds of sanctioned posts.
    2. Donor-cycle training: Competencies built through project funding disappear when the project closes, so the same district is trained repeatedly. Eg. Climate-health training across South and Southeast Asia remains largely confined to donor-supported or project-supported initiatives.
    3. Absence from pre-service curricula: Medical, nursing and allied health curricula do not carry climate-health competencies, so every entrant needs retrofitting. Eg. Heat illness protocols and post-flood outbreak management reach practitioners through workshops rather than through undergraduate training.
    4. Frontline worker load: Community health workers already carry multiple programme responsibilities, so a climate role is added without relief elsewhere. Eg. Accredited Social Health Activists deliver maternal health, immunisation, non-communicable disease screening and survey duties on an incentive-based payment structure.
    5. Data and early warning gaps: Health surveillance and meteorological forecasting run on separate systems, so an alert does not automatically reach a health facility. Eg. Heat action plans depend on India Meteorological Department warnings reaching district health officers in time for hospital preparation.
    6. Financing for adaptation: Adaptation finance for health competes with mitigation and infrastructure, so recurring workforce costs go unfunded. Eg. Global adaptation finance fell from 28 billion dollars to 26 billion dollars between 2022 and 2023, against a commitment to double it to 40 billion dollars by 2025.
    7. Attrition and contractual staffing: Much of the trained emergency workforce is on contract, so trained staff leave and the competency leaves with them. Eg. National Health Mission staff are engaged on contract across most States, with recurring demands for regularisation.

    Conclusion

    The health workforce is what prevents a climate disaster from becoming a prolonged public-health crisis, and its competencies are already largely present within health systems. The deficit is institutional, since climate-health training across South and Southeast Asia sits in donor-funded and project-funded initiatives rather than in pre-service education, professional development, supportive supervision, planning and performance management. Embedding those five points, supported by sustained governance, financing and institutional mechanisms, is what converts emergency mobilisation into routine practice. Until that happens, every flood and heatwave will draw on a surge capacity that has to be assembled afresh.

    Climate Change and Health in India

    1. The exposure: India faces heatwaves, floods, cyclones, droughts and air pollution simultaneously, so climate acts on health through multiple pathways rather than one.
    2. Heat: Rising heat exposure raises heat stroke, cardiovascular and renal illness, and reduces outdoor labour productivity, with outdoor workers, the elderly and pregnant women most exposed.
    3. Vector-borne disease: Warming and altered rainfall shift the range and season of malaria, dengue, chikungunya and Japanese encephalitis, moving transmission into districts and altitudes previously unaffected.
    4. Water-borne disease: Floods and cyclones contaminate drinking water and trigger diarrhoeal disease, cholera and leptospirosis outbreaks in the weeks after the event.
    5. Air quality: Ambient and household air pollution contribute to a very large share of India's non-communicable disease burden, with respiratory and cardiac mortality concentrated in the Indo-Gangetic Plain during winter.
    6. Nutrition: Crop yield loss and price shocks from extreme weather transmit into dietary quality, which shows up as child undernutrition rather than as a disaster statistic.
    7. The institutional response: The National Programme on Climate Change and Human Health, launched in 2019 under the National Health Mission, is the nodal programme, with State and district climate-health cells and nodal officers.
    8. The global frame: The Global Goal on Adaptation under the Paris Agreement now carries the 59 Belem Adaptation Indicators, the first global indicators for adaptation, spanning water, food, health, ecosystems, infrastructure and livelihoods.

    Government Initiatives

    1. National Action Plan on Climate Change: The 2008 framework of national missions, whose State Action Plans on Climate Change carry the health adaptation components at State level.
    2. National Action Plan for Heat Related Illnesses: Issued by the health ministry, it prescribes surveillance of heat-related illness and death, hospital preparedness, and health advisories during the heat season.
    3. National Disaster Management Authority heat guidelines: Guidelines for preparation of heat action plans, first issued in 2016 and revised subsequently, which States and cities use to build local plans.
    4. Ayushman Arogya Mandirs: Health and wellness centres delivering comprehensive primary health care, which are the delivery point for climate-sensitive surveillance and outreach at the community level.
    5. Integrated Disease Surveillance Programme and Integrated Health Information Platform: The national outbreak detection system, which is the mechanism through which post-flood and post-cyclone outbreaks are identified.
    6. Mission LiFE: A behavioural initiative on sustainable consumption, positioned as the demand-side counterpart to institutional climate action.

    Key Facts about Climate and Health Governance

    1. World Health Day: Observed on 7 April, marking the founding of the World Health Organization in 1948.
    2. National Doctors' Day: Observed on 1 July in India.
    3. Declaration on Climate and Health: COP28 at Dubai in 2023 was the first Conference of the Parties to formally address the health impacts of climate change, with a Declaration on Climate and Health endorsed by more than 140 nations, calling for climate-resilient health systems, extreme heat protocols and health co-benefits of mitigation. India did not sign it.
    4. Health Day at COP: COP28 also hosted the first dedicated Health Day on the official Conference of the Parties agenda, convened by the Presidency and the World Health Organization.
    5. Belem Adaptation Indicators: The 59 Belem Adaptation Indicators adopted at COP30 are the first global indicators for the Global Goal on Adaptation, and health is one of the domains they cover.
    6. Baku Adaptation Road Map: A two-year structured agenda running from 2026 to 2028 under the global goal on adaptation work programme, guiding progress on the Belem indicators and adaptation finance tracking.
    7. Adaptation finance goal: COP30 signalled a tripling of adaptation funding to 120 billion dollars a year by 2035 within the wider 1.3 trillion dollar pact, as a political signal rather than a binding commitment.

    Challenges in Climate and Health Governance

    1. Split institutional mandates: Climate policy sits with the environment ministry, disaster response with disaster management authorities and delivery with health departments, so no single authority owns climate-health outcomes. Eg. Heat action plans are issued under disaster management guidelines, and heat illness surveillance runs through the health ministry.
    2. Plans without financing: State and city plans are prepared without a dedicated budget line, so implementation depends on reallocating funds from other heads. Eg. Reviews of Indian heat action plans have found most lack identified funding sources and legal backing.
    3. Weak local vulnerability data: Plans use uniform thresholds rather than locally derived ones, so warnings misfire in humid or high-altitude districts. Eg. Heat thresholds calibrated for dry inland cities do not capture the combined temperature and humidity stress in coastal districts.
    4. Under-recording of climate-attributable deaths: Heat and flood-related mortality is recorded under proximate clinical causes, which understates the burden used to justify funding. Eg. Heat stroke deaths are frequently certified as cardiac or renal failure without the heat exposure being recorded.
    5. Primary care infrastructure gaps: Facilities lack cooling, uninterrupted power and water security, which are prerequisites for functioning during a heatwave or a flood. Eg. Many primary health centres operate without assured power backup for cold chain and emergency care.
    6. Fragmented surveillance integration: Meteorological, water quality and disease surveillance systems do not exchange data automatically, so early warning does not translate into facility-level preparation. Eg. Outbreak detection after floods relies on manual reporting through the Integrated Disease Surveillance Programme.
    7. International finance shortfall: Adaptation finance for the health sector remains a small fraction of climate finance, which pushes workforce costs back onto domestic budgets. Eg. Adaptation finance globally fell from 28 billion dollars to 26 billion dollars between 2022 and 2023.

    Way Forward

    1. Put climate-health in pre-service curricula: Introduce climate-health competencies into medical, nursing, allied health and public health curricula, so every new entrant carries them without retrofitting.
    2. Embed competencies in supervision and appraisal: Add climate-health tasks to supportive supervision checklists and to the annual performance appraisal of district health officers and facility staff.
    3. Fund workforce costs from domestic budgets: Provide a recurring National Health Mission budget line for climate-health cells, district nodal officers and refresher training, so capability does not lapse with donor projects.
    4. Localise heat and flood thresholds: Derive district-specific temperature, humidity and rainfall thresholds from local mortality and morbidity data, rather than applying uniform national cut-offs.
    5. Integrate the data systems: Link India Meteorological Department warnings, water quality testing and the Integrated Disease Surveillance Programme, so an alert automatically triggers facility-level preparation.
    6. Improve cause-of-death recording: Add climate exposure fields to death certification for heat, flood and cyclone events, so the burden is measured and can be budgeted against.
    7. Climate-proof health facilities: Provide assured power backup, cooling, water security and structural resilience at primary health centres and community health centres in high-exposure districts.
    8. Regularise the emergency workforce: Convert contract emergency and surveillance staff into regular cadres, so trained capacity remains in the system rather than leaving with the contract.

    Matching Previous Year Question

    “[2024, GS2, 15] In a crucial domain like the public healthcare system, the Indian State should play a vital role to contain the adverse impact of marketisation of the system. Suggest some measures through which the State can enhance the reach of public healthcare at the grassroots level.”

  • The Vanashakti verdict is balanced and pragmatic

    Why in the News

    The Supreme Court of India delivered its judgment in Vanashakti vs Union of India on 29 July 2026, on the fate of projects that began construction or operation without obtaining prior Environmental Clearance (EC). The ruling shuts the executive routes to regularisation while holding that the statutory power to create a fresh one survives, which moves the question of legacy violations from administrative discretion to statutory law making.

    What is prior Environmental Clearance under the Environment Impact Assessment Notification, 2006?

    1. The requirement: Prior Environmental Clearance is the approval a project proponent must obtain before commencing construction or operation of a listed project, based on an assessment of the project's likely environmental consequences.
    2. The legal source: It is mandated by the Environment Impact Assessment Notification, 2006. That notification is issued under Section 3 of the Environment (Protection) Act, 1986, the provision empowering the central government to take measures to protect and improve environmental quality.
    3. Coverage: It applies to listed sectors including mining, thermal power, infrastructure, construction and building projects above notified thresholds, and to real estate developments above specified built up area.
    4. Why the word prior matters: The clearance is a precondition for starting work, so an approval granted after work has begun cannot perform the function the law assigns it, which is to shape the project before its impact occurs.

    What is an ex post facto environmental clearance?

    1. Definition: An ex post facto environmental clearance is an approval granted to a project that has already commenced construction or operation without clearance, regularising the completed activity after the fact.

    What is an Office Memorandum in environmental regulation?

    1. Definition: An Office Memorandum is an internal executive communication issued by a ministry to set out an administrative procedure, and it carries no independent statutory force of its own.
    2. Its limit: It cannot create an exception to a requirement imposed by a statutory notification, since an administrative instrument cannot override the instrument that ranks above it.

    What did the Supreme Court hold on the 2017 Notification and the 2021 Standard Operating Procedure?

    1. Prior clearance reaffirmed as mandatory: The Court firmly reiterated that obtaining prior Environmental Clearance is a mandatory legal requirement under the Environment Impact Assessment Notification, 2006.
    2. The 2017 window is closed: Project proponents who commenced construction or operations without prior clearance and did not apply under the earlier violation mechanisms cannot now seek regularisation under the 2017 Notification.
    3. The 2021 Standard Operating Procedure struck down: The 2021 Standard Operating Procedure, issued as an Office Memorandum, was held legally unsustainable because an administrative memorandum cannot override the requirement of prior clearance.
    4. No fresh applications: Both mechanisms are no longer available for fresh cases, so the immediate operative message to project developers, industries and infrastructure agencies is that no fresh application can be made under them.
    5. What survives: The central government retains its Section 3 power to frame a fresh statutory mechanism for violation cases, if it considers this necessary in the larger public interest.

    Why did so many projects proceed without prior environmental clearance?

    1. Regulatory uncertainty: Some projects proceeded because the applicable regime was unsettled at the time work began, and the proponent could not identify with certainty which approval its category required.
    2. Incorrect interpretation of the law: Others proceeded on a mistaken reading of the requirement, treating a clearance as inapplicable to their category or their scale of activity.
    3. Failure to obtain approvals: A third set simply failed to obtain the necessary approvals before commencement, without any question of ambiguity in the law.

    Why does the distinction between an administrative memorandum and a statutory notification decide the outcome?

    1. Source of authority: A statutory notification draws its force directly from Section 3. An Office Memorandum draws only on the executive's power to instruct its own officials.
    2. Capacity to modify a legal requirement: Only an instrument of equal statutory standing can qualify a requirement imposed by the Environment Impact Assessment Notification, 2006, which is why the 2021 memorandum failed and a fresh notification would not.
    3. Procedural discipline: A statutory notification must be published, is open to legislative and judicial scrutiny in the form it takes, and cannot be varied by an internal circular.
    4. The practical consequence: The Court has not foreclosed relief for legacy violations, it has relocated the power to grant that relief from the ministry's administrative desk to a formal statutory instrument.
    5. A limit on the executive's own convenience: The distinction removes the option of granting case by case relief through evolving internal procedure, which is the mechanism through which the earlier windows expanded.

    Does barring post facto regularisation protect the environment or only strand completed projects?

    1. The deterrence claim: Environmental law cannot encourage deliberate violations by allowing routine post facto approvals, since a proponent who knows regularisation is available has no reason to wait for clearance.
    2. The proportionality claim: Indiscriminate closure or demolition of every violation project does not necessarily serve environmental protection or the larger public interest, particularly where the project is otherwise environmentally acceptable.
    3. The sunk investment problem: Numerous industrial units, commercial developments, infrastructure projects and public utility projects across India are in violation, and substantial investments have already been made in them.
    4. The pathway vacuum: Many such projects never applied under the earlier violation windows, so the closure of the 2017 scheme and the striking down of the 2021 memorandum leaves them with no legal pathway at all.
    5. How the judgment resolves the tension: It preserves the mandatory character of prior clearance while acknowledging the practical reality, refusing to convert the acknowledgement into a direction that the government must act.

    What safeguards must any future one time regularisation scheme carry?

    1. No permanent amnesty: Any future scheme cannot become a permanent violate first and regularise later mechanism, which is the specific design failure the Court guarded against.
    2. Strictly one time: The opportunity must be one time and confined to specified categories of violation projects, rather than a standing window that renews itself.
    3. Statutory authority: It must be issued as a notification under Section 3 and not as an administrative memorandum.
    4. Environmental damage assessment: The scheme must require an assessment of the environmental damage that the unauthorised commencement has already caused.
    5. Remediation and compensation: It must attach remediation measures and environmental compensation to the assessed damage, so that regularisation carries a cost proportionate to the harm.
    6. Strict compliance conditions: It must impose strict compliance conditions on the regularised project going forward, and be carefully designed within the framework of environmental law.
    7. No judicial direction to create it: The Court did not direct the central government to introduce such a scheme, it clarified that the government may do so if it considers it necessary in the larger public interest.

    Challenges to implementing the Vanashakti verdict

    1. Projects left without any pathway: Legacy violators outside the earlier windows now have no forum to approach until the government chooses to act, and inaction is a permissible outcome under the judgment. Eg. Real estate developments that exceeded their approved built up area before the 2017 window opened have no application route once the 2021 memorandum stands struck down.
    2. Capacity to assess environmental damage: Damage assessment for an already operating project requires baseline data that was never collected, because the baseline study is precisely what a prior clearance would have produced. Eg. State Pollution Control Boards in several States function with vacant technical posts and rely on proponent submitted monitoring data.
    3. Defining specified categories: Any future notification must draw a line between the proponent who acted in genuine regulatory uncertainty and the one who simply avoided approval, and the source material offers no test for that line. Eg. The 2017 Notification's six month window was criticised for treating a small unit's procedural lapse and a large mining expansion on identical terms.
    4. Fresh litigation risk: A one time notification will itself be challenged, so relief through this route is not quick relief. Eg. The 2021 Standard Operating Procedure survived for close to five years before it was set aside in the present judgment.
    5. Lender and contractual exposure: Projects with no clearance pathway carry impaired security for the banks that financed them, and the exposure does not sit with the proponent alone. Eg. Infrastructure projects halted for want of clearance have previously moved into stressed asset classification with their lending consortia.
    6. Enforcement against operating violators: Closure of the regularisation route does not by itself produce enforcement action, and the Court has not directed any. Eg. Show cause proceedings against units operating without clearance have historically ended in continued operation under interim orders.

    Conclusion

    The judgment settles that ex post facto regularisation cannot be granted by administrative memorandum while holding that Section 3 still permits a carefully framed statutory route. What it changes is the instrument, not the availability of relief, and it attaches damage assessment, remediation and compensation as the price of any such relief. What remains unresolved is whether the central government will exercise that power at all, since the Court has left the decision entirely to it. Until it does, thousands of legacy violation projects sit outside any legal pathway.

    Environmental Impact Assessment in India

    1. What it is: Environmental Impact Assessment is the process of predicting, evaluating and mitigating the environmental consequences of a proposed project before a decision on approval is taken.
    2. When it became mandatory: It was made legally mandatory in India by the Environment Impact Assessment Notification of 27 January 1994, which was superseded by the Environment Impact Assessment Notification, 2006.
    3. Project categorisation: Category A projects are appraised at the central level by the Union Ministry of Environment, Forest and Climate Change on the recommendation of an Expert Appraisal Committee, while Category B projects are appraised by the State Environment Impact Assessment Authority.
    4. The B1 and B2 split: Category B projects are further divided into B1, which require a full impact assessment report, and B2, which are exempted from that requirement.
    5. The four stages: The process runs through screening, scoping, public consultation and appraisal, with public consultation comprising a public hearing at the site and written responses from concerned persons.
    6. The 2020 draft: A draft Environment Impact Assessment Notification was published in 2020 for public comment and was never notified.

    Constitutional Framework Governing Environmental Protection

    1. Article 21: Guarantees the right to life, judicially read to include the right to a clean and healthy environment.
    2. Article 48A: Directs the State to protect and improve the environment and to safeguard the forests and wildlife of the country.
    3. Article 51A(g): Places a fundamental duty on every citizen to protect and improve the natural environment including forests, lakes, rivers and wildlife.
    4. Article 253: Empowers Parliament to legislate for the whole or part of India to implement international agreements, the provision under which the Environment (Protection) Act, 1986 was enacted.
    5. Seventh Schedule, Concurrent List Entry 17A: Places forests in the Concurrent List, moved there from the State List by the Forty second Constitutional Amendment.
    6. Seventh Schedule, Concurrent List Entry 17B: Places protection of wild animals and birds in the Concurrent List.

    Laws and Rules Governing Environmental Clearance

    1. Water (Prevention and Control of Pollution) Act, 1974: Establishes the Central and State Pollution Control Boards and requires consent to establish and consent to operate for discharging effluent.
    2. Amended by the Water (Prevention and Control of Pollution) Amendment Act, 2024, which replaced imprisonment with monetary penalties for several contraventions.
    3. Air (Prevention and Control of Pollution) Act, 1981: Empowers the Boards to declare air pollution control areas and to regulate emissions from industrial plants.
    4. Environment (Protection) Act, 1986: The umbrella statute empowering the central government to take all measures necessary to protect and improve the quality of the environment.
    5. Section 5 empowers the central government to issue directions including closure, prohibition or regulation of any industry.
    6. Environment (Protection) Rules, 1986: Prescribe emission and effluent standards and the procedure for issuing directions under the parent Act.
    7. Environment Impact Assessment Notification, 2006: Lists the projects requiring prior clearance and fixes the appraisal procedure and the authorities at each level.
    8. Forest (Conservation) Act, 1980: Requires prior approval of the central government for diversion of forest land to non forest use.
    9. Renamed the Van (Sanrakshan Evam Samvardhan) Adhiniyam, 1980 by the amendment of 2023, which introduced exemptions for specified categories of land.
    10. Coastal Regulation Zone Notification, 2019: Regulates construction and industrial activity in the coastal stretches and the intertidal zone.
    11. National Green Tribunal Act, 2010: Constitutes a specialised tribunal for effective and expeditious disposal of cases relating to environmental protection and enforcement of legal rights relating to environment.
    12. Public Liability Insurance Act, 1991: Requires owners handling hazardous substances to hold insurance for immediate relief to persons affected by accidents.

    Government Initiatives for Environmental Regulation

    1. PARIVESH portal: A single window online hub for submission, monitoring and management of environment, forest, wildlife and coastal regulation zone clearance proposals, upgraded to its second version in 2023.
    2. National Clean Air Programme: A time bound national framework launched in 2019 to reduce particulate matter concentrations in identified non attainment cities.
    3. Extended Producer Responsibility portals: Digital registration and credit trading platforms for plastic, battery, tyre and electronic waste producers under the respective waste management rules.
    4. Green Credit Programme: A market mechanism notified in 2023 that awards tradable credits for voluntary environmental actions such as plantation and water conservation.
    5. Mission LiFE: A behaviour focused initiative launched in 2022 to shift individual and community consumption patterns towards sustainable practice.
    6. National Adaptation Fund for Climate Change: A central fund supporting State level adaptation projects in vulnerable sectors and regions.

    Key Facts about Environmental Regulation in India

    1. World Environment Day: Observed on 5 June, marking the opening of the 1972 United Nations Conference on the Human Environment at Stockholm.
    2. National Pollution Control Day: Observed on 2 December in memory of those who died in the 1984 Bhopal gas disaster.
    3. A dedicated environment court: The establishment of the National Green Tribunal in 2010 made India the third country in the world, after Australia and New Zealand, to set up a specialised environmental court.
    4. Public hearing notice: The Environment Impact Assessment Notification, 2006 requires a minimum notice period of 30 days for the public hearing stage.
    5. Consultant accreditation: Impact assessment consultants are accredited through the National Accreditation Board for Education and Training under the Quality Council of India.
    6. Central Pollution Control Board: Constituted in 1974 under the Water Act, it functions as the technical apex body for pollution monitoring and standards.

    Challenges in Environmental Impact Assessment in India

    1. Proponent funded assessment: The impact assessment report is commissioned and paid for by the project proponent, which places the assessor in a client relationship with the party being assessed. Eg. Accreditation of consultants through the National Accreditation Board for Education and Training was introduced after assessment reports were found to carry copied ecological baseline chapters.
    2. Weak public consultation: Hearings are held at short notice, in venues distant from affected habitations and in a language the affected population does not read the documents in. Eg. Public hearings for coal block expansions in central India have been challenged before the National Green Tribunal on grounds of inadequate local language disclosure.
    3. Expanding exemption categories: Successive amendments have moved project categories out of the assessment requirement or into the B2 exempt class, shrinking the regime's coverage. Eg. Building and construction projects above notified built up area thresholds have repeatedly been shifted between assessment categories through amendment notifications.
    4. Absence of cumulative impact assessment: Each project is appraised in isolation, so the combined load of several projects on the same river basin or airshed is never assessed. Eg. Hydropower projects in the Himalayan river basins have been cleared individually without an assessment of the cumulative effect on downstream flow.
    5. Post clearance compliance monitoring: Half yearly compliance reports are self submitted by proponents and rarely verified through independent field inspection. Eg. Regional offices of the Union environment ministry cover several States each with a small inspection staff, which makes physical verification of every cleared project impossible.
    6. State appraisal authority capacity: State Environment Impact Assessment Authorities carry the bulk of the caseload with limited technical staff and periodic vacancies in their expert committees. Eg. Clearances issued by State authorities during periods when their expert appraisal committees stood unconstituted have been set aside by the National Green Tribunal.

    Back2Basics: Environment (Protection) Act, 1986

    1. Enactment context: It was enacted in the aftermath of the Bhopal gas disaster of December 1984, which exposed the absence of a general statute covering all forms of environmental harm.
    2. Constitutional basis: It was enacted under Article 253 to implement the decisions taken at the 1972 United Nations Conference on the Human Environment at Stockholm.
    3. Character: It is umbrella legislation, giving the central government general powers over environmental quality rather than regulating a single medium such as air or water.
    4. Commencement: It came into force on 19 November 1986.
    5. Definition of environment: The Act defines environment to include water, air and land and the interrelationship existing among and between them and human beings, other living creatures, plants, micro organisms and property.
    6. Penalty regime: Section 15 provided for imprisonment and fine for contravention, and was amended by the Jan Vishwas (Amendment of Provisions) Act, 2023 to substitute monetary penalties adjudicated by an appointed authority for several offences.
    7. Administering ministry: It is administered by the Ministry of Environment, Forest and Climate Change.

    Way Forward

    1. Frame the statutory notification with a hard sunset: Issue any one time mechanism as a notification under the parent Act with a fixed closing date written into the instrument itself, so it cannot be extended by circular.
    2. Define eligible categories by test, not by sector: Set an objective test distinguishing genuine regulatory uncertainty from avoidance, so that the scheme does not become a general amnesty by default.
    3. Make damage assessment independent: Require the environmental damage assessment for each applicant to be conducted by an accredited third party appointed by the regulator, not commissioned by the proponent.
    4. Link compensation to assessed harm: Calibrate environmental compensation to the damage assessed and the period of unauthorised operation, rather than to a flat percentage of project cost.
    5. Fund and staff the State authorities: Fill technical vacancies in State Environment Impact Assessment Authorities and Pollution Control Boards before loading them with damage assessment for legacy cases.
    6. Digitise post clearance compliance: Route compliance reporting through the PARIVESH platform with automated flagging and mandatory random field verification of a fixed share of cleared projects.
    7. Publish the pending violation inventory: Compile and publish a sector wise and State wise inventory of projects operating without clearance, so that any future scheme is designed against a known caseload.

    Matching Previous Year Question

    “[2020, GS3, 10] How does the draft Environment Impact Assessment (EIA) Notification, 2020 differ from the existing EIA Notification, 2006?”

  • Centre’s fiscal outlook faces geopolitical, revenue risks

    Question (2025, GS2): “Examine the evolving pattern of Centre-State financial relations in the context of planned development in India. How far have the recent reforms impacted the fiscal federalism in India?”
    Linkage: The Centre’s reliance on new cesses and duties to meet its budget goals, rather than expanding the core tax base itself, directly impacts fiscal federalism. Cesses and surcharges do not go into the divisible pool shared with states, altering Centre-State financial dynamics.

    Mentor comment

    Controller General of Accounts data show the Centre’s gross tax revenues growing only 3.7% in the first quarter of 2026-27, with Goods and Services Tax collections contracting and Union excise duties falling more than a fifth. The fiscal arithmetic is being held near its budgeted position by a larger nominal Gross Domestic Product denominator, by non-tax receipts led by the Reserve Bank of India dividend, and by new cesses and duties, rather than by the tax base itself.

    What is the divisible pool of central taxes?

    1. About: The divisible pool is that part of the Centre’s gross tax revenue which is shared with the States, arrived at after deducting collection costs, cesses and surcharges.
    2. The States’ share: The Sixteenth Finance Commission retained the share of States in the divisible pool of central taxes at 41%.
    3. From gross to net: The Centre’s net tax revenue is what remains after devolution, and a factor of 65% of gross tax revenue reflects the ratio of net to gross tax revenues in 2025-26 and in the 2026-27 Budget Estimates.
    4. Why cesses matter to it: A cess levied for a specified purpose sits outside the divisible pool, so the same rupee raised through a cess rather than a tax does not reach the States as devolution.

    What is tax buoyancy?

    1. About: Tax buoyancy measures how far tax revenue grows for each unit of growth in nominal Gross Domestic Product, capturing both the natural response of the tax base and the effect of policy changes.
    2. What zero buoyancy means: Personal income tax revenue growth in 2025-26 was only 0.037%, which implies a buoyancy of zero, so the tax raised nothing extra despite the economy expanding.

    What is the Implicit Price Deflator?

    1. About: The Implicit Price Deflator is the ratio of nominal to real Gross Domestic Product, and it captures the average price change across everything the economy produces rather than a fixed consumption basket.
    2. How it is used here: An Implicit Price Deflator based inflation of 5% to 5.5% is what converts an expected real growth of about 7% into nominal Gross Domestic Product growth of 12.5% to 13% in 2026-27.

    What is a cess?

    1. About: A cess is a levy imposed for a specified purpose, collected over and above the base tax, and its proceeds are meant to be applied only to that stated purpose.
    2. Its fiscal effect: Cess proceeds are not shareable with the States, so a shift from taxes to cesses reduces the shareable pool while leaving gross collections unchanged.

    Why did the Centre’s gross tax revenues grow only 3.7%?

    1. Two large taxes were rationalised: Personal income tax and Goods and Services Tax were both subjected to substantive modifications in 2025-26, with extensive rate rationalisation in both cases and a substantive rate reduction in the case of the Goods and Services Tax.
    2. The stated expectation: Those reforms were expected to entail an initial revenue sacrifice, with subsequent expansion of the tax base offsetting the loss over time.
    3. The carry-forward into this year: Personal income tax showed growth of 6.8% in the first quarter of 2026-27, and Goods and Services Tax revenues contracted 11%.
    4. The 2025-26 baseline: Goods and Services Tax revenue growth for the second half of 2025-26 was 4.67%, and personal income tax growth over the same year was effectively nil.
    5. The excise duty cut: As retail fuel prices rose on the West Asian crisis, the government reduced excise duties to ease the burden on consumers, and revenue from Union excise duties contracted 22.4% in the first quarter of 2026-27.

    What three remedial measures has the government taken?

    1. A new cess replacing a discontinued one: A Health Security and National Security Cess was introduced with effect from 1 February 2026, even as the Goods and Services Tax Compensation Cess was discontinued.
    2. A higher windfall tax on fuel exports: The windfall tax on exports of diesel, petrol and aviation turbine fuel was increased with effect from 3 August 2026.
    3. Higher import duties on precious metals: Import duty rates were raised on gold and silver bullion and on other specific precious metal articles, sweepings and clad metals.

    How does a higher nominal GDP change the fiscal picture?

    1. The budgeted assumption is being exceeded: The Budget assumed nominal Gross Domestic Product growth of 10.04%, well short of the growth now expected for the year.
    2. The consistency check: That deflator range is consistent with Consumer Price Index inflation at 3.9% and Wholesale Price Index inflation at 9.3% in the first quarter of 2026-27.
    3. The level, not the growth rate, is lower: On the 2022-23 base series, nominal Gross Domestic Product is estimated at Rs 391 lakh crore, below the budgeted level of Rs 393 lakh crore.
    4. The net effect on revenue: Taken together, estimated gross tax revenue would be realised or fall short by a small margin.

    What has happened to transfers to the States?

    1. A sharp contraction in the first quarter: Tax devolution to the States contracted 19.5% in the first quarter of 2026-27, with an expectation of higher assignment of central tax revenues in subsequent months.
    2. The shareable pool narrows at the margin: The introduction of the non-shareable Health Security and National Security Cess produces a marginal reduction in the shareable pool, though some part of its revenues may reach the States as grants outside the Finance Commission route.
    3. Finance Commission grants are budgeted lower: Based on the Sixteenth Finance Commission’s recommendation, Finance Commission grants for the States are budgeted to contract by Rs 23,556 crore in 2026-27.
    4. The devolution share itself is unchanged: The contraction is in the amounts flowing, not in the entitlement, since the States’ share in the divisible pool stays at 41%.

    What is holding the revenue account together?

    1. The central bank dividend: The Reserve Bank of India transferred dividends to the Centre in May 2026, so 77% of the budgeted dividends and profits for the full year were already covered in the first three months.
    2. Weight of non-tax revenue: The Centre’s non-tax revenues contributed 37% of its net revenue receipts in the first quarter of 2026-27.
    3. Other receipts on track: The budgeted amounts for non-tax and non-debt capital receipts are expected to be realised.
    4. Subsidy pressure on the other side: Major subsidies had to be increased 37.4% in the quarter because of the unexpected rise in global crude oil prices.
    5. Revenue expenditure held down: Growth in revenue expenditure was contained at 7.4% over the same quarter.
    6. Capital expenditure front-loaded: Capital expenditure grew 23.7% in the first quarter of 2026-27, against a contraction of 23.3% in the fourth quarter of 2025-26.
    7. The full-year subsidy overshoot: Extrapolating first-quarter subsidies to the year, realised subsidies are expected to exceed the budgeted amount by about Rs 50,000 crore.

    Where do the deficit numbers stand, and what could push them off track?

    1. First-quarter deficit position: The fiscal deficit accounted for 18.2% of the annual budgeted magnitude in the first quarter, and the corresponding share of the revenue deficit was 0.4%.
    2. Why the revenue account looks strong: The revenue account balance is held up mainly by the contribution of non-debt receipts, not by tax collections.
    3. The full-year estimates: Fiscal deficit calculated as the increment in debt is estimated at Rs 18.16 lakh crore, giving a fiscal deficit-to-Gross Domestic Product ratio of 4.6% on the new series, with the debt-to-Gross Domestic Product ratio at 55.8%.
    4. Three named slippage risks: A shortfall in tax revenues, an unbudgeted increase in revenue expenditure arising from additional subsidies, and a slightly higher external debt amid sustained pressure on the Indian rupee.
    5. The overriding risk: An escalation of the war in West Asia would deliver a major jolt to the economy and to central finances.
    6. The unwound measure: The reduction in excise duty on fuel must be restored at some suitable time, since it is a temporary relief carried at a permanent revenue cost.

    What challenges does the Centre’s fiscal consolidation path face?

    1. Rate rationalisation without base expansion: A tax cut delivers the revenue sacrifice immediately and the base expansion only over an uncertain horizon. Eg. Personal income tax delivered a buoyancy of zero in 2025-26, the year its rationalisation took effect.
    2. Subsidy exposure to imported energy prices: Subsidy outgo is set by global crude prices rather than by a domestic policy decision. Eg. Major subsidies rose 37.4% in the first quarter of 2026-27, putting the full year on course to overshoot its budgeted provision.
    3. Reliance on a single large non-tax transfer: A dividend from the central bank is a discretionary, year-specific receipt that cannot be assumed to repeat. Eg. 77% of the full year’s budgeted dividends and profits were covered in the first three months of 2026-27.
    4. Revenue relief that is politically hard to withdraw: An excise duty cut given when fuel prices rise is difficult to reverse when they fall. Eg. Union excise duties contracted 22.4% in the first quarter of 2026-27 following the cut.
    5. Deficit ratios improved by a denominator effect: A higher nominal Gross Domestic Product lowers the deficit ratio without any change in borrowing. Eg. Nominal growth running ahead of the budgeted 10.04% flatters the 4.6% fiscal deficit ratio.
    6. Interest burden crowding out capital spending: A debt-to-Gross Domestic Product ratio near 56% commits a large share of revenue receipts to interest before any programme is funded. Eg. Capital expenditure was front-loaded 23.7% in the first quarter after contracting 23.3% in the preceding quarter, a pattern that shifts rather than raises the annual total.
    7. Exchange rate pressure raising external liabilities: A weaker rupee raises the rupee cost of external debt service without any new borrowing. Eg. Sustained pressure on the rupee is named as one of the three sources of possible slippage from budgeted outcomes.

    Conclusion

    The Centre’s 2026-27 outcomes are likely to stay close to budgeted levels, and the reasons are a larger nominal Gross Domestic Product, front-loaded non-tax receipts and three new revenue measures, not a tax base that is delivering. Gross tax revenue growing at barely a third of the pace of nominal output is the number that has to change, since the rate rationalisations of 2025-26 were justified on the promise of base expansion that has not yet appeared. The immediate unresolved decisions are when the excise duty cut on fuel is restored and how far an escalation in West Asia pushes subsidies beyond the overshoot already projected.

    What is Fiscal Federalism?

    1. About: Fiscal federalism is the division of taxation powers, expenditure responsibilities and transfer arrangements between the Union and the States in a federal system.
    2. Rationale: Revenue-raising powers concentrate at the Centre because major tax bases are mobile, while expenditure responsibilities concentrate at the States because services are delivered locally. Transfers exist to close that gap.
    3. Vertical fiscal imbalance: The mismatch between the Union’s revenue capacity and the States’ expenditure responsibilities, addressed through devolution of a share of central taxes.
    4. Horizontal fiscal imbalance: The mismatch across States in revenue capacity and expenditure need, addressed through the Finance Commission’s distribution formula among States.
    5. Third tier imbalance: The mismatch between the functions devolved to panchayats and municipalities and the revenue sources available to them, addressed through State Finance Commissions and grants.
    6. The transfer instruments: Tax devolution from the divisible pool, Finance Commission grants, and centrally sponsored schemes with a matching State contribution.

    Key Concerns Regarding Fiscal Federalism

    1. Shrinking divisible pool through cesses and surcharges: Levies outside the divisible pool raise Union revenue without expanding what is shared, so the effective transfer falls below the headline share.
    2. Erosion of State taxation autonomy under the Goods and Services Tax: States surrendered independent rate-setting on most indirect taxes, and rate decisions now require a collective decision in a council.
    3. Weak third tier finances: Local bodies depend on transfers rather than own revenue, and State Finance Commissions are constituted irregularly in several States.
    4. Contested horizontal distribution criteria: Weighting population, income distance and demographic performance sets States that have controlled population growth against those with larger populations.
    5. Conditionality attached to central transfers: Centrally sponsored schemes tie State spending to Union priorities, reducing the discretion that devolution is meant to confer.
    6. Off-budget and contingent liabilities: Borrowing routed through State-owned entities and guarantees sits outside the headline deficit at both levels, obscuring the true fiscal position.

    Constitutional Framework Governing Union Finances

    1. Article 265: No tax shall be levied or collected except by authority of law.
    2. Article 266: Establishes the Consolidated Fund and the Public Account of India and of each State.
    3. Article 267: Provides for the Contingency Fund of India, placed at the disposal of the President for unforeseen expenditure.
    4. Article 112: Requires the annual financial statement of estimated receipts and expenditure to be laid before Parliament.
    5. Article 246 and the Seventh Schedule: Distribute legislative and taxation powers between the Union and the States through the Union, State and Concurrent Lists.
    6. Article 246A: Confers concurrent power on Parliament and State legislatures to make laws on the Goods and Services Tax.
    7. Article 269A: Provides for the levy and collection of the Goods and Services Tax on inter-State supply and its apportionment between the Union and the States.
    8. Article 270: Provides for the distribution of taxes levied and collected by the Union between the Union and the States, and excludes cesses and surcharges from that distribution.
    9. Article 271: Empowers Parliament to levy a surcharge on specified taxes for the purposes of the Union, the proceeds of which accrue wholly to the Union.
    10. Article 275: Provides for grants-in-aid from the Union to States in need of assistance.
    11. Article 279A: Provides for the constitution of the Goods and Services Tax Council.
    12. Article 280: Provides for the constitution of a Finance Commission every fifth year to recommend the distribution of taxes and the principles governing grants-in-aid.
    13. Article 282: Permits the Union or a State to make any grant for any public purpose, the provision under which centrally sponsored schemes are funded.
    14. Article 292 and Article 293: Govern borrowing by the Union and by the States, with State borrowing subject to Union consent where the State is indebted to the Union.
    15. Article 360: Provides for a proclamation of financial emergency.

    Laws Governing Government Budgeting in India

    1. Fiscal Responsibility and Budget Management Act, 2003: Requires the Centre to limit the fiscal deficit and to lay medium-term fiscal policy statements before Parliament.
    2. Amended in 2018 to shift the primary anchor from the revenue deficit to a debt-to-Gross Domestic Product target, with an escape clause for specified circumstances.
    3. Fiscal Responsibility and Budget Management Rules, 2004: Prescribe the form of the disclosure statements and the quarterly review requirement.
    4. Comptroller and Auditor General’s (Duties, Powers and Conditions of Service) Act, 1971: Provides the basis for audit of Union and State accounts and for the reports laid before the legislatures.
    5. State fiscal responsibility legislation: Every State has enacted its own fiscal responsibility law setting deficit and debt limits, complementing the Union statute.
    6. Appropriation and Finance Acts: The Appropriation Act authorises withdrawal from the Consolidated Fund, and the Finance Act gives effect to the taxation proposals for the year.

    Government Initiatives in Public Financial Management

    1. Public Financial Management System: An end-to-end platform tracking fund release and utilisation from the Union to the last implementing agency, reducing float in the system.
    2. Direct Benefit Transfer: Routes subsidy and benefit payments to bank accounts directly, cutting duplication and leakage in the transfer chain.
    3. Single Nodal Agency mechanism: Requires each centrally sponsored scheme in a State to operate through one designated account, so unspent balances are visible.
    4. Special Assistance to States for Capital Investment: Provides fifty-year interest free loans to States tied to capital expenditure and to specified reforms.
    5. National Monetisation Pipeline: Raises resources by leasing operating public assets while retaining ownership, supplementing tax revenue for capital spending.
    6. Goods and Services Tax Network: The common technology platform for registration, return filing and invoice matching that generates the data underlying indirect tax collections.

    Back2Basics: Sixteenth Finance Commission

    1. What it is: A constitutional body constituted under Article 280 to recommend the distribution of net tax proceeds between the Union and the States, the allocation among States, and the principles governing grants-in-aid.
    2. Constitution: Constituted in December 2023, chaired by a former Vice Chairman of NITI Aayog.
    3. Award period: Its recommendations cover the five years beginning 2026-27.
    4. Advisory Council: The Commission is assisted by an Advisory Council of economists and public finance specialists.
    5. Status of recommendations: Its report is laid before Parliament along with an explanatory memorandum on the action taken, and the recommendations are advisory rather than binding.
    6. Additional terms of reference: Beyond devolution, the Commission examines disaster management financing and the review of State fiscal positions.

    Challenges in India’s Public Finances

    1. A low tax-to-Gross Domestic Product ratio: India’s combined tax collection relative to output remains below that of comparable middle-income economies, which caps what can be spent without borrowing. Eg. Gross tax revenue in the first quarter of 2026-27 grew at less than a third of the nominal output growth expected for the year.
    2. Narrow direct tax base: A small share of the population files and pays income tax, so any rate change transmits through a thin base. Eg. Personal income tax raised no more in 2025-26 than in the year before, despite nominal output expanding through that year.
    3. Rigidity of committed expenditure: Interest, salaries, pensions and statutory transfers consume most revenue receipts before discretionary spending begins. Eg. The debt-to-Gross Domestic Product ratio is estimated at 55.8% for 2026-27.
    4. Exposure to imported commodity prices: Fuel and fertiliser subsidies move with global prices rather than with domestic policy. Eg. Major subsidies rose 37.4% in the first quarter of 2026-27 on the unexpected rise in global crude oil prices.
    5. Volatility of non-tax receipts: Dividends, disinvestment proceeds and spectrum receipts are lumpy and cannot be relied on across years. Eg. Non-tax revenues contributed 37% of net revenue receipts in the first quarter of 2026-27.
    6. State-level fiscal stress and guarantees: Contingent liabilities from State-owned distribution companies and guaranteed borrowings sit outside headline deficits. Eg. Tax devolution to the States contracted 19.5% in the first quarter, tightening State cash positions in the same period.
    7. Weak link between capital spending and outcomes: Front-loading capital expenditure raises the quarterly number without ensuring project completion. Eg. Capital expenditure grew 23.7% in the first quarter of 2026-27 after contracting 23.3% in the preceding quarter.

    Way Forward

    1. Restore the excise duty on fuel on a stated schedule: Announcing the timing in advance converts a politically difficult reversal into a pre-committed step, as the analysis itself recommends.
    2. Publish base expansion metrics alongside rate rationalisation: Reporting the change in the number of filers and in registered taxpayers would test the premise on which the 2025-26 rationalisation was justified.
    3. Cap the share of revenue raised through cesses and surcharges: A ceiling would stop the divisible pool narrowing through instruments that bypass Article 270.
    4. Insulate subsidy budgeting from a single price assumption: Building a price band and a contingency provision into the subsidy estimate would prevent an overshoot of this size appearing mid-year.
    5. Treat central bank dividends as a windfall, not a base receipt: Directing above-trend transfers to debt reduction rather than to recurring expenditure would stop a one-off receipt becoming a structural assumption.
    6. Smooth capital expenditure across quarters: Front-loading followed by contraction disrupts contractor payment cycles and project execution, so a steady release profile serves outcomes better than a strong first quarter.
    7. Bring off-budget and guaranteed borrowing into the disclosure statements: Consolidated reporting at both Union and State levels is the precondition for the debt path to mean what it states.

    “[2019, GS3, 10] The public expenditure management is a challenge to the Government of India in context of budget making during the post liberalization period. Clarify it.”

  • [18th August 2026] The Hindu OpED: Match AI models to workloads, not leaderboards

    PYQ Relevance
    Question (2024, GS4): “The application of Artificial Intelligence as a dependable source of input for administrative rational decision-making is a debatable issue. Critically examine the statement from the ethical point of view”
    Linkage: Administrative tasks require balancing capability with governance. The article  argue that leaderboards measure capability on standard tasks but fail to predict production quality or address the ethical/safety guardrails needed for specific organizational workloads

    Why in the News

    A new artificial intelligence (AI) release claims the top of some leaderboard almost every week, and enterprises that once simply consumed the strongest available model through a managed interface now face a harder choice. What determines success is no longer which model scores highest but which model and which deployment approach fit a particular workload, with cost, governance, data residency and intellectual property protection now sitting alongside raw capability. A security incident in July 2026 made the point concrete, when a frontier model’s own safety controls blocked the forensic work and the investigation had to be completed on a self hosted model.

    What are open weight models?

    1. What they are: Models whose trained weights are released so that an organisation can download and run them on its own infrastructure, subject to the licence terms.
    2. How they differ from closed models: A closed model is delivered as a remote service, and the organisation never holds the parameters that do the computation.
    3. The data effect: Sensitive data can remain inside approved environments rather than being transmitted to an external provider.
    4. The customisation effect: Models can be fine tuned on proprietary knowledge without routinely sending that knowledge to an external provider.
    5. The commercial effect: Enterprises gain greater portability, reduce dependence on any single vendor’s road map and pricing, and often see substantially lower per token costs.
    6. The important qualification: Total cost of ownership still depends heavily on utilisation and scale, so the lower unit price does not automatically mean a lower bill.

    What is a frontier model?

    1. What it is: The most capable general purpose model a leading laboratory currently offers, delivered as a remote service through a commercial interface.
    2. Where it fits: Customer facing tasks that demand the highest reasoning capability often belong on these closed services.

    What is data residency?

    1. What it is: A requirement that data be stored and processed within a specified national or legal jurisdiction.
    2. Why it drives deployment choice: A regulated workload subject to a residency obligation cannot be served by a model hosted outside that jurisdiction, whatever its benchmark score.

    What is token sovereignty?

    1. What it is: The objective of having artificial intelligence computation for a country’s users performed on infrastructure located and governed within that country.
    2. What the term refers to: A token is the unit in which model input and output are measured and billed, so sovereignty over tokens means sovereignty over where inference actually runs.

    What is managed inference?

    1. What it is: A service that hosts open weight models on controlled infrastructure and exposes them to customers through managed endpoints.
    2. What it removes: The customer gets data residency and fine tuning flexibility without having to build and operate the underlying graphics processing unit clusters and the inference serving stack.

    What is fine tuning?

    1. What it is: Further training of an already trained model on an organisation’s own data so that it performs better on that organisation’s specific tasks.
    2. Why it raises a control question: Fine tuning on proprietary knowledge means that knowledge must be exposed to whoever controls the training environment.

    What are safety guardrails?

    1. What they are: Controls built into a model service that refuse categories of request judged harmful, applied before the model responds.
    2. Their structural limitation: They operate on the content of the request, so they cannot distinguish an authorised security responder from an attacker submitting the same material.

    Why has model ranking stopped being the deciding factor?

    1. The churn problem: A new release claims the top of some leaderboard almost every week, so a ranking based decision is obsolete within weeks.
    2. The old default: Until recently most enterprises simply chose the strongest available model and consumed it through managed interfaces from the frontier laboratories.
    3. What now sits alongside capability: Cost, governance, data residency, intellectual property protection and operational complexity are now first order considerations, not secondary ones.
    4. The reframed question: The question is not which model scores highest but which model and which deployment approach are right for a particular workload.
    5. What a benchmark cannot capture: A leaderboard measures capability on a standard task set and says nothing about where the data goes or what the workload costs at production volume.
    6. The decision level: The call belongs at the level of the individual workload rather than at the level of a single corporate standard.

    What did the July 2026 security incident demonstrate?

    1. The trigger: An AI driven intrusion hit the infrastructure of a major model hosting company in July 2026.
    2. The first response: Incident responders first turned to frontier models behind commercial interfaces to analyse thousands of attacker actions.
    3. What the forensic work required: Feeding real exploit payloads, attack logs and command and control artifacts to the models.
    4. What blocked it: The providers’ safety guardrails blocked the requests, because the systems could not distinguish an authorised responder from an attacker.
    5. How it was resolved: The company completed the analysis on a self hosted open weight model instead.
    6. The data consequence: Sensitive incident data stayed inside its own environment throughout that analysis.
    7. The correct reading: The lesson was not that closed models are inferior, it was that some workloads structurally require a model the organisation controls.
    8. The class of affected work: Security forensics, malware analysis and any investigation that must examine genuine attacker tooling cannot tolerate third party guardrails that refuse the query.
    9. The preparedness point: A capable, vetted open weight model must already be running on infrastructure the organisation governs before an incident occurs, not after.

    Why can one deployment strategy not serve every workload?

    1. The basic fact: Very few organisations have only one artificial intelligence workload.
    2. Banking against marketing: A bank analysing confidential customer data has different requirements from a marketing team generating campaign content.
    3. Manufacturing against cyber security: A manufacturer embedding AI in customer service has different priorities from a cyber security team examining malware.
    4. The control axis: Enterprises must classify workloads by control requirements as rigorously as by performance needs.
    5. What the classification decides: The control requirement, not the capability score, is what determines whether a workload can sit on a remote service at all.
    6. The realism check: Expecting one model and one deployment strategy to fit every use case is increasingly unrealistic.

    Why are open weights not a free option?

    1. The easy part: Downloading a model is the easy part of the exercise.
    2. What operation actually needs: Running it reliably at enterprise scale requires graphics processing unit infrastructure, inference serving, monitoring, security, governance, upgrades and licensing.
    3. The trade stated plainly: Greater control comes with greater responsibility.
    4. Where the trade works: For large organisations with deep engineering capacity the trade off can be worthwhile.
    5. Where it does not: For most mid sized and small enterprises it is far more challenging.
    6. The cost qualification: Lower per token cost does not settle the question, because total cost of ownership depends on utilisation and scale.

    What is the third deployment option now emerging?

    1. What it is: Managed inference platforms for open weight models, which host leading open weight families on controlled infrastructure and expose them through managed endpoints.
    2. What the enterprise gets: Many of the benefits of open weights, namely data residency, fine tuning flexibility and often lower cost.
    3. What the enterprise avoids: Building and operating the underlying graphics processing unit clusters and the inference stack.
    4. The Indian example: Sarvam Inference, an India hosted managed service unveiled at a 2026 conference, is one concrete instance of the category taking shape.
    5. What it serves: The platform currently serves a 105 billion parameter domestic model alongside leading open weight families such as GLM 5.2 and Gemma 4, all running on domestic infrastructure.
    6. Where the significance lies: The significance is not any individual model, since enterprises could already download many of them.
    7. The actual problem solved: The challenge was making them work reliably in production, which means handling concurrency, latency, security and continuous updates at scale.
    8. The access effect: Production grade endpoints under Indian data residency are likely to democratise access for companies that could never justify specialised AI operations teams.
    9. The policy effect: It supports the broader push for token sovereignty.

    Where does the case for control run into its own limit?

    1. The caveat stated: Managed open weight platforms reintroduce vendor dependence.
    2. Where the dependence moves to: It shifts from the model layer to the infrastructure layer, and it does not disappear.
    3. What must therefore be tested: Enterprises should evaluate portability guarantees, security posture, pricing trajectory and exit paths.
    4. The standard to apply: The same rigour applied to any frontier interface contract must be applied to the managed open weight provider.
    5. Why this is the real tension: The reason to leave a closed provider was concentration risk, and the managed route recreates that risk one layer down.
    6. What it does not undo: Data residency and the ability to run forensic workloads are genuinely gained, so the answer is a different contract, not a return to the closed default.

    What do sovereign artificial intelligence efforts elsewhere show?

    1. European Union: The AI Act, adopted in 2024, is the first comprehensive horizontal law on artificial intelligence, and it classifies systems by risk tier with obligations attached to each.
    2. European Union infrastructure: The GAIA-X initiative was created to build a federated European cloud and data infrastructure with defined residency and portability rules.
    3. France: A domestic laboratory has built and released open weight model families, which is the European route to reducing dependence on United States providers.
    4. United Arab Emirates: The Falcon open weight model family was released by a state backed research institute as a deliberate sovereign capability investment.
    5. China: Several Chinese laboratories release strong open weight models, and the GLM family named in this discussion is one of them, which is how open weights have become geopolitically distributed rather than concentrated.
    6. Japan and South Korea: Both have funded national language model programmes on domestic compute, on the same reasoning of language coverage and residency.
    7. What the pattern demonstrates: Sovereignty efforts everywhere target the infrastructure and weights layer rather than benchmark leadership, which is the same shift the enterprise level argument describes.

    How should a workload be matched to a deployment model?

    1. Customer facing reasoning tasks: Tasks demanding frontier reasoning often fit closed interfaces from the leading laboratories.
    2. Regulated workloads: Workloads with strict data residency obligations frequently suit managed open weight platforms hosted in country.
    3. Security and intellectual property work: Security forensics, malware analysis and intellectual property critical fine tuning usually belong on self hosted deployments.
    4. The discipline required: The call must be made workload by workload rather than by corporate default.
    5. What the organisation must understand: The strengths, limitations and economics of each approach, so the match is made on evidence rather than on habit.
    6. The balance being struck: Every workload should go to the option delivering the right balance of capability, control, cost and governance.
    7. The organisational conclusion: Deployment choice is a core architectural decision, not a procurement afterthought.

    Challenges to workload based artificial intelligence deployment

    1. Absence of a workload classification discipline: Most enterprises have no register of which workloads carry control obligations, so the match cannot be made. e.g. regulated entities discovering only during an audit that customer data was processed through an overseas endpoint.
    2. Graphics processing unit scarcity and cost: Self hosting requires accelerator capacity that is expensive and supply constrained. e.g. the IndiaAI Mission’s empanelment of compute providers to make subsidised graphics processing units available because market capacity was insufficient.
    3. Licence ambiguity in open weights: Open weight licences often restrict commercial use or downstream redistribution, which is discovered late. e.g. community licences that cap monthly active users or bar use in training competing models.
    4. Guardrail rigidity in legitimate work: Safety controls block authorised security and medical work because they judge content, not authorisation. e.g. the July 2026 forensic analysis that had to be moved to a self hosted model.
    5. Skills concentration: Inference serving, quantisation and model operations skills sit in a small number of firms. e.g. mid sized enterprises unable to staff a dedicated AI operations team and therefore defaulting to a single vendor.
    6. Model supply chain risk: Downloaded weights and their dependencies can carry tampered artifacts. e.g. malicious serialised model files uploaded to public model hubs and later removed.
    7. Evaluation gap: Public benchmarks do not measure performance on an enterprise’s own tasks, so a leaderboard rank does not predict production quality. e.g. contamination of benchmark test sets in model training data inflating reported scores.
    8. Cross border transfer restrictions: Data protection law limits where personal data may be processed, which constrains model choice. e.g. restrictions on transfer of personal data to notified countries under India’s data protection statute.
    9. Vendor lock in at the infrastructure layer: A managed provider’s proprietary serving stack and pricing can be as sticky as a closed model contract. e.g. fine tuned model artefacts that cannot be exported and rehosted elsewhere.

    Way Forward

    • Invest in AI skills and secure open-weight ecosystems covering inference serving, model evaluation, quantisation, monitoring and supply-chain security.
    • Adopt workload-based AI deployment by matching each use case with the right balance of capability, cost, control and governance.
    • Build domestic AI infrastructure including GPU capacity, managed inference platforms and secure data centres to strengthen token sovereignty.
    • Strengthen AI governance through clear workload classification, data residency rules, licensing checks and security standards.
    • Develop hybrid and portable architectures to avoid dependence on a single model or infrastructure provider, with clear exit and portability provisions.

  • [17th August 2026] The Hindu OpED: Mecca Pact Reshapes West Asia: Where Does India Stand?

    Why in the News

    A collective defence pact signed in Mecca between Saudi Arabia, Turkiye and Pakistan has altered the security architecture of West Asia. The pact pools Saudi capital, Pakistani military strength and Turkish defence technology, and is aimed at deterring Israel rather than Iran. India built a decade of gains in the region and now has no declared strategy to answer this realignment.

    What did India build in West Asia over the past decade?

    1. 2016, Saudi recognition: Saudi Arabia awarded India’s Prime Minister its highest civilian honour, marking a shift in the political relationship.
    2. 2021, I2U2: The I2U2 agreement was signed, tying India into a grouping with Israel, the United States and the UAE.
    3. 2024, Chabahar: Iran leased Chabahar port to India, giving overland access towards Afghanistan and Central Asia that bypasses Pakistan.
    4. The UAE relationship: India cultivated a special relationship with the UAE built on remittances from Indian expatriate workers, investments by Indian business in the UAE, and UAE strategic investments in India.
    5. Where they stand now: These are gains from the past, and India’s footprint is contracting one country at a time.

    Why is the region’s security order breaking down now?

    1. A war that spread: In the last four months the United States and Israel war with Iran escalated into a regional conflict.
    2. Iran against the Gulf: Iran attacked GCC countries, ending the assumption that the Gulf monarchies sit outside the fighting.
    3. Saudi strikes in Iraq: Saudi Arabia hit Iraqi militias.
    4. Attacks at sea: The Houthis attacked Saudi ships.
    5. Israeli strikes: Israel carried out strikes in multiple countries.
    6. The American umbrella in doubt: Gulf states are rethinking the efficacy of the United States security umbrella and now see a threat from both Iran and Israel.
    7. A schism over method: The Gulf is split between handling that threat through engagement, the UAE approach, and through deterrence, which Saudi Arabia is contemplating.

    How has Pakistan converted the regional crisis into diplomatic capital?

    1. The mediator role: Pakistan’s role as mediator in the United States and Iran conflict is earning it reputational benefits across the region.
    2. The timing: It entered when no one else could bring the United States President and the Iranians to the table.
    3. Who had failed first: Turkiye, Qatar and Egypt had all attempted mediation without success.
    4. The pact as the payoff: The Mecca collective defence pact follows directly from that diplomatic moment.
    5. The Israel risk for India: A future Israel and Pakistan war would draw India in, given the close India Israel partnership.
    6. The Turkiye risk for India: Greater Turkish support for Pakistan in a future India Pakistan conflict cannot be ruled out.

    What do the positions of individual regional states reveal about the new architecture?

    1. Saudi Arabia, deterrence and a new maritime force: Riyadh is moving from engagement to deterrence, supplies the capital leg of the Mecca pact, and is raising a Saudi led maritime force for the Red Sea that India is not part of.
    2. Turkiye, technology as leverage: Ankara contributes defence technology to the pact and runs a deepening military relationship with Pakistan that India has no channel to discuss.
    3. Pakistan, military manpower as currency: Islamabad supplies the military strength the pact rests on, converting an army into diplomatic capital with Gulf financiers.
    4. United Arab Emirates, engagement over deterrence: Abu Dhabi manages the Iran and Israel threat through engagement, and carries mounting differences with Saudi Arabia plus positions against United Nations recognised governments in conflicts as far away as Sudan.
    5. Iran, from partner to belligerent: Tehran leased Chabahar to India in 2024 and has since attacked GCC states, putting India’s connectivity asset inside an active war zone.
    6. Israel, strikes that created the pact: Israeli operations across multiple countries made three regional states conclude they are next, which is the design logic of the Mecca pact.

    Why does India’s current posture carry risk?

    1. The Israel bet: India’s approach rests on confidence in Israel’s victory, drawn from Israel’s proximity to the United States.
    2. The American consensus is shifting: Both Make America Great Again Republicans and Democratic Socialists now question the once unquestioned United States support for Israel.
    3. Israel alone: Whether Israel can prevail without assured American backing is unsettled.
    4. The UAE bet: The second pillar of India’s regional position is the UAE relationship, resting on remittances, elite investment and Emirati investment in India.
    5. UAE exposure: The UAE’s differences with Saudi Arabia and its Sudan positions place that pillar at risk.

    What are the choices before India?

    1. Formal alignment: India can sign military alliances with Israel and the UAE.
    2. The cost of alignment: That would damage what is left of India’s relationships with Iran and Saudi Arabia.
    3. Continued inaction: India can do nothing, which is the current position.
    4. Cost of inaction, seafarers: Indian merchant mariners continue to be killed in the Strait of Hormuz.
    5. Cost of inaction, shipping: More Indian ships sink in the Bab-el-Mandeb.
    6. Reputational cost: A great power in the making appears hobbled in its own immediate maritime neighbourhood.
    7. The third way: India can devise an active regional political strategy instead of choosing between alignment and drift.

    What would an active Indian regional strategy involve?

    1. Renewed engagement with Saudi Arabia: India has no explicit differences with Riyadh, which makes it the cheapest relationship to rebuild.
    2. Arab and Iran trust building: India can work to rebuild trust between Arab states and Iran, beginning with the UAE and Iran relationship.
    3. Jordan’s security: India can offer defensive technologies to Jordan at a time when United States munitions are running low.
    4. Lebanon peacekeeping: India can take a role in the future UN peacekeeping presence in Lebanon, with UNIFIL forecast to end.
    5. A back channel with Turkiye: India can share its red lines on Turkiye’s relationship with Pakistan through a quiet channel.
    6. Red Sea shipping with Egypt: If India cannot join the Saudi led maritime force, it can work with Egypt on a parallel effort to protect India bound shipping from the Suez Canal to Bab-el-Mandeb.
    7. A military presence: India can examine a presence in the Red Sea region, in Somaliland or Socotra.
    8. Exercises with the region: Existing military training exchanges can be scaled into joint drills and exercises with a range of regional states.
    9. A Special Envoy for West Asia: India can appoint one who draws all the threads together, rather than one confined to the Israel and Palestine peace process.

    Challenges to India’s West Asia Strategy

    1. The alliance trap: Any formal military alignment with one camp forecloses the other, since Iran and Saudi Arabia both read Indian alignment as a choice against them. e.g. India’s Chabahar development slowed each time United States sanctions pressure on Iran tightened.
    2. The Turkiye and Pakistan axis: Turkish defence technology transfers to Pakistan directly degrade India’s conventional edge. e.g. Turkish origin Songar armed drones were used against Indian positions during the May 2025 hostilities.
    3. Chokepoint exposure: India’s trade and energy routes converge on two narrow straits it cannot secure alone. e.g. Houthi attacks from late 2023 forced Indian bound shipping to reroute around the Cape of Good Hope, raising freight and insurance costs.
    4. Attacks on Indian crewed shipping: Indian seafarers crew a large share of global merchant vessels and absorb the human cost of regional escalation. e.g. the drone strike on MV Chem Pluto off Porbandar in December 2023.
    5. Evacuation burden: Every escalation converts India’s diaspora presence into a mass evacuation operation. e.g. Operation Kaveri from Sudan in 2023 and Operation Sindhu from Iran and Israel in June 2025.
    6. No standing regional mechanism: India has no dedicated envoy or regional platform to convert bilateral goodwill into collective influence. e.g. the piece’s own recommendation for a Special Envoy for West Asia has no existing counterpart in the Indian system.
    7. Exclusion from new regional security structures: New arrangements are being built without Indian participation. e.g. the Saudi led Red Sea maritime force, which India is not part of.

    Conclusion

    West Asia’s security architecture is being rebuilt around a Saudi Arabia, Turkiye and Pakistan pact designed to deter Israel, and India has no strategy that matches the scale of that change. Formal alignment with Israel and the UAE costs India Iran and Saudi Arabia, and inaction costs it seafarers, ships and standing. The workable route is an active regional political strategy built on renewed engagement with Riyadh, trust building between the Arab states and Iran, and a dedicated envoy. India’s capacity to shape the region survives, its window does not.

    West Asia in India’s Foreign Policy

    1. About: West Asia covers the Gulf monarchies, Iran, Iraq, Israel, Turkiye and the Levant, treated in Indian policy as an extended neighbourhood rather than a distant theatre.
    2. Policy label: India’s approach shifted from Look West to Link West, moving beyond oil and labour transactions towards defence, technology and investment partnerships.
    3. Energy: West Asia remains a principal source of India’s crude oil imports, and Qatar is India’s largest supplier of liquefied natural gas.
    4. Diaspora: About 9 million Indians live and work in the Gulf, the largest concentration of the Indian diaspora anywhere.
    5. Remittances: India is the world’s largest recipient of remittances, receiving over 100 billion dollars annually, with the Gulf a major contributor.
    6. Trade: The UAE is among India’s top three trading partners, and the India UAE Comprehensive Economic Partnership Agreement took effect in May 2022.
    7. Connectivity: The India Middle East Europe Economic Corridor (IMEC) was announced on the margins of the G20 New Delhi Summit in September 2023.

    Back2Basics: Gulf Cooperation Council

    1. Formation: Established in 1981 at Abu Dhabi.
    2. Headquarters: Riyadh, Saudi Arabia.
    3. Members: Saudi Arabia, the United Arab Emirates, Kuwait, Qatar, Bahrain and Oman.
    4. Mandate: Coordination and integration among members in economic, defence, security and cultural affairs.
    5. Military arm: The Peninsula Shield Force, a joint military force raised in 1984.
    6. Economic instrument: A unified economic agreement and a customs union among the six members.
    7. India link: India is not a member, and engages the bloc through bilateral strategic partnerships and an India GCC ministerial mechanism.

    Government Initiatives for India’s West Asia Engagement

    1. Link West Policy: Reframes the Gulf and West Asia as a zone of strategic partnership rather than an energy and labour market alone.
    2. I2U2: Joint investment platform with Israel, the United States and the UAE across food security, clean energy and health.
    3. India Middle East Europe Economic Corridor: Rail and shipping corridor linking India to Europe through the Gulf, announced in September 2023.
    4. India UAE Comprehensive Economic Partnership Agreement, 2022: India’s first Gulf trade agreement, cutting tariffs on the bulk of traded goods.
    5. Chabahar long term contract, 2024: A ten year agreement for operating the Shahid Beheshti terminal, giving India a port outside the Strait of Hormuz.
    6. eMigrate portal and Pravasi Bharatiya Bima Yojana: Registration and mandatory insurance cover for Indian workers emigrating to Gulf destinations.
    7. Evacuation operations: Operation Sindhu, Operation Ajay and Operation Kaveri, evacuating Indians from Iran and Israel, Israel and Sudan respectively.
    8. Operation Sankalp: Indian Navy deployment in the Gulf of Oman and the Persian Gulf to escort Indian flagged merchant shipping.

    Key Facts about India and West Asia

    1. The Strait of Hormuz carries roughly a fifth of global oil consumption and has no practical bypass for most Gulf exporters.
    2. The Bab-el-Mandeb is the southern gate of the Red Sea and the compulsory approach to the Suez Canal.
    3. Chabahar is Iran’s only oceanic port, on the Gulf of Oman, and lies outside the Strait of Hormuz.
    4. India’s overseas military logistics access includes Duqm in Oman, agreed in 2018.
    5. I2U2 was agreed in 2021 and held its first leaders summit in July 2022.
    6. India is not a member of the Organisation of Islamic Cooperation, and was invited as guest of honour to its foreign ministers meeting at Abu Dhabi in 2019.
    7. The GCC has six members; the wider Arab League has 22.

    “[2025, GS2, 15 marks] “Energy security constitutes the dominant kingpin of India’s foreign policy, and is linked with India’s overarching influence in Middle Eastern countries.” How would you integrate energy security with India’s foreign policy trajectories in the coming years?”

  • Editorial on the Air India AI 2379 reclassification argues crew testing over emphasises alcohol breathalysers relative to psychoactive substances under the Civil Aviation Requirements

    Why in the News

    The 4 August 2026 flight from Phuket to Delhi, carrying 137 passengers and eight crew, has been reclassified from an event of turbulence to a serious incident after technical faults and a significant altitude deviation injured more than 20 people on board. The post flight screening of the pilot in command for psychoactive substances has exposed a crew fitness regime built around alcohol breathalysers rather than drug testing.

    What are the Civil Aviation Requirements (CAR)?

    1. About: The Civil Aviation Requirements are the binding regulatory instructions issued by the Directorate General of Civil Aviation (DGCA) under the aircraft rules, organised into numbered Sections and Series that operators must comply with to hold and retain approvals.
    2. The relevant provision: Crew testing for psychoactive substances falls under CAR Section 5, Air Safety, Series F, Part V, which also applies to Air Traffic Controllers.
    3. Its testing design: The requirement leans towards random and post flight or post shift testing with graded disciplinary action for a confirmed positive result.

    What is a serious incident in civil aviation?

    1. About: A serious incident is an occurrence involving circumstances indicating that an accident nearly occurred, a category distinct from an accident by the absence of the resulting damage or injury threshold.
    2. Why the label matters: Reclassification from turbulence to a serious incident makes a formal independent investigation mandatory rather than leaving the occurrence to airline level reporting.

    What is the Aircraft Accident Investigation Bureau?

    1. About: The Aircraft Accident Investigation Bureau (AAIB) is the body under the Ministry of Civil Aviation that investigates aircraft accidents and serious incidents, kept institutionally separate from the DGCA so the regulator does not investigate outcomes of its own oversight.
    2. International participation: Investigations draw in the safety authority of the State of design and manufacture, which is why France’s Bureau d’Enquetes et d’Analyses (BEA) and technical representatives of the manufacturer have joined this probe.

    What are psychoactive substances in the aviation context?

    1. About: Psychoactive substances are drugs that act on the central nervous system and alter perception, mood or cognition, covering narcotics, sedatives, hypnotics, cannabis, stimulants and certain over the counter medications.
    2. Why they matter on the flight deck: They impair judgement, reaction time, coordination and decision making, which are the four skills a flight crew relies on during an abnormal event.

    What actually happened on the flight?

    1. Two parallel tracks: The occurrence now has a technical track and a crew fitness track, and the second has drawn the greater attention.
    2. The technical anomalies: The Airbus A320N briefly carried fault warnings across the hydraulic systems, elevator flight control faults, autopilot disconnection, emergency exit door indications and an engine anti ice warning.
    3. The consequence: Inflight technical issues and a significant deviation in aircraft altitude caused injuries to more than 20 passengers and crew.
    4. The manufacturer’s data: Airbus’s initial data is said to support the evidence of technical errors.
    5. The airline’s response: The operator has begun immediate and mandatory screening of its flight deck crew for any substances or unprescribed medications.

    Why does the current crew screening regime under detect impairment?

    1. The testing asymmetry: Pre flight and post flight breathalyser checks for alcohol are routine and near universal, while testing for psychoactive substances is comparatively sparse.
    2. Detection after the event, not before: The pilot in command’s result surfaced through post flight screening following an incident, which means the system caught the risk only after passengers were injured.
    3. Random testing as the primary tool: A regime built on random and post shift sampling cannot guarantee that an impaired crew member is stopped before a specific flight departs.
    4. Voluntary action filling a regulatory gap: Mandatory screening began because a single airline was prodded into it, not because the requirement applies uniformly across operators.
    5. Rising exposure: Expanding operations, crew citing stress related issues, and wider availability of substances for medicinal or recreational use together enlarge the risk the regime is not sized for.

    What does the regulator’s own evidence base already establish?

    1. The medical circular: DGCA Medical Circular No. 02 of 2021 on over the counter drugs and self medication flags impairment of pilot cognitive and psychomotor skills.
    2. The Indian precedents it draws on: The circular draws on the Mangaluru (2010) and Kozhikode (2020) fatal air accidents. The 2010 crash of an Air India Express flight at Mangaluru killed 158 people after a runway overrun on a tabletop runway, and the 2020 accident at Kozhikode killed 21 in a similar runway excursion.
    3. International documentation: Documented cases from Western jurisdictions show that even small levels of impairment affect crew judgement, reaction time, coordination and decision making.
    4. The implication: The evidence linking impairment to fatal outcomes already exists in the regulator’s own material, so the gap is enforcement design rather than knowledge.

    Challenges to crew fitness regulation in India

    1. Self reporting of medication and illness: Disclosure of prescribed and over the counter drug use depends on the crew member volunteering it, with a licence at stake. e.g. DGCA Medical Circular No. 02 of 2021 exists precisely because self medication goes undeclared.
    2. Punitive rather than rehabilitative framing: Graded disciplinary action deters disclosure of a substance or mental health problem instead of surfacing it. e.g. pilot bodies have repeatedly objected that a positive breathalyser result triggers suspension without a treatment pathway.
    3. Fatigue rules lagging operations: Flight duty time limitations are revised slowly while network expansion increases night operations. e.g. revised flight duty time limitation norms for night duty and weekly rest were phased in only after sustained pilot representations.
    4. Testing infrastructure at smaller stations: Drug testing requires sample collection, chain of custody and accredited laboratories that are absent outside metro airports. e.g. a post flight test at a small regional airport under the regional connectivity network has no on site collection facility.
    5. Thin regulatory staffing against a growing fleet: Oversight capacity has not scaled with aircraft and operator numbers. e.g. the International Civil Aviation Organization’s safety oversight audits have repeatedly flagged vacancies in the technical cadre of the Indian regulator.
    6. Air Traffic Controllers inside the same requirement, outside the same attention: The requirement covers controllers, and the screening debate stays confined to flight deck crew. e.g. controller fatigue and staffing shortfalls at busy terminal control areas rarely feature in post incident action.

    Conclusion

    The reclassification converts an event described as turbulence into a serious incident with a formal investigation into both airframe faults and crew fitness. The crew screening system detected a psychoactive substance result only after an incident had already injured more than 20 people, because the regime is built around alcohol breathalysers and random sampling. The next step is the Aircraft Accident Investigation Bureau’s findings with the French authority and the manufacturer, and the immediate question for the regulator is whether mandatory psychoactive substance screening becomes a uniform requirement across operators rather than one airline’s response. Safety here depended on the aircraft recovering, and that is an outcome, not a control.

    Civil Aviation Safety Regulation in India

    1. About: Civil aviation safety in India is regulated by the Directorate General of Civil Aviation under the Ministry of Civil Aviation, which certifies aircraft, licenses crew, approves operators and issues the Civil Aviation Requirements.
    2. Investigation function: Accidents and serious incidents are investigated by the Aircraft Accident Investigation Bureau, kept separate from the regulator, in line with the International Civil Aviation Organization’s Annex 13 principle that investigation is for prevention and not for apportioning blame.
    3. Economic regulation: The Airports Economic Regulatory Authority sets tariffs for major airports, and the Airports Authority of India provides air navigation services and manages airports.
    4. Scale: India is among the largest domestic aviation markets in the world, with fleet and passenger volumes growing faster than regulatory staffing.
    5. International anchor: India is a founding member of the International Civil Aviation Organization, and Indian standards derive from the Chicago Convention, 1944 and its Annexes.

    Laws and Rules Governing Civil Aviation Safety

    1. Bharatiya Vayuyan Adhiniyam, 2024: The principal aviation statute, which replaced the Aircraft Act, 1934 and governs the manufacture, possession, use, operation and sale of aircraft.
    2. Retains the power to make rules for licensing of personnel, airworthiness and investigation of accidents, and provides for statutory recognition of the regulator and the investigation bureau.
    3. Aircraft Act, 1934: The predecessor statute under which the existing rules and requirements were framed and which continues to supply their legal lineage.
    4. Aircraft Rules, 1937: Contain the operative rules on airworthiness, crew licensing, and prohibition on flying under the influence of alcohol or psychoactive substances.
    5. Rule 24 prohibits any person from acting as a crew member while under the influence of intoxicating liquor or drugs.
    6. Aircraft (Investigation of Accidents and Incidents) Rules, 2017: Provide the legal basis for the Aircraft Accident Investigation Bureau and define accident, incident and serious incident.
    7. Civil Aviation Requirements: Subordinate regulatory instructions of the DGCA, with Section 5, Series F, Part V governing psychoactive substance testing of crew and air traffic controllers.
    8. Airports Economic Regulatory Authority of India Act, 2008: Establishes the economic regulator for major airports.
    9. Anti Hijacking Act, 2016: Provides for the offence of hijacking and prescribes the death penalty where the offence results in death of a hostage or security personnel.
    10. Carriage by Air Act, 1972: Gives effect in India to the Warsaw and Montreal Conventions on carrier liability to passengers.

    Back2Basics: Directorate General of Civil Aviation (DGCA)

    1. Type: Attached office of the Ministry of Civil Aviation, functioning as India’s civil aviation regulator.
    2. Governing law: Operates under the Bharatiya Vayuyan Adhiniyam, 2024, which replaced the Aircraft Act, 1934, and the Aircraft Rules, 1937.
    3. Mandate: Regulation of air transport services, enforcement of civil air regulations, air safety and airworthiness standards.
    4. Functions: Registration of civil aircraft, certification of airworthiness, licensing of pilots, engineers and air traffic controllers, and grant of air operator certificates.
    5. Instruments: Issues Civil Aviation Requirements, Aeronautical Information Circulars and Medical Circulars.
    6. International role: Coordinates regulatory functions with the International Civil Aviation Organization, which was founded in 1944 under the Chicago Convention and is headquartered in Montreal.
    7. Related bodies: The Bureau of Civil Aviation Security handles aviation security, and the Aircraft Accident Investigation Bureau handles accident and serious incident investigation.

    Government Initiatives in Civil Aviation

    1. National Civil Aviation Policy, 2016: The first integrated civil aviation policy, covering regional connectivity, safety, maintenance and repair, and air cargo.
    2. UDAN (Ude Desh ka Aam Naagrik) Regional Connectivity Scheme: Connects unserved and underserved airports through capped fares and viability gap funding.
    3. Krishi UDAN: Supports air transport of perishable agricultural produce from hill, tribal and North Eastern regions.
    4. Digi Yatra: Facial recognition based contactless passenger processing at airports.
    5. eGCA: Digitisation of the regulator’s licensing, examination and approval processes to cut manual discretion.
    6. NABH Nirman: Initiative to expand airport capacity to handle a billion trips.
    7. Aviation Safety Programme and State Safety Programme: Framework of safety management systems, mandatory occurrence reporting and safety performance indicators for operators.
    8. Maintenance, Repair and Overhaul policy support: Tax and customs measures to develop domestic aircraft maintenance capacity.

    Key Facts about Civil Aviation Safety

    1. The Chicago Convention, 1944 created the International Civil Aviation Organization, headquartered in Montreal, and India is a founding member.
    2. Annex 13 of the Chicago Convention governs aircraft accident and incident investigation, and defines a serious incident.
    3. The Aircraft Accident Investigation Bureau was constituted in 2012 and functions under the Aircraft (Investigation of Accidents and Incidents) Rules, 2017.
    4. International Civil Aviation Day is observed on 7 December.
    5. The Mangaluru accident of 2010 killed 158 people and the Kozhikode accident of 2020 killed 21, both at tabletop runways.
    6. The Bharatiya Vayuyan Adhiniyam, 2024 replaced the Aircraft Act, 1934 as India’s principal aviation statute.
    7. CAR Section 5, Series F, Part V is the specific requirement governing psychoactive substance testing of crew and air traffic controllers.

    Challenges in India’s Civil Aviation Sector

    1. Regulator capacity against fleet growth: Technical posts remain vacant while aircraft numbers, operators and flights expand. e.g. International Civil Aviation Organization safety oversight audits have flagged shortfalls in trained flight operations inspectors.
    2. Airport and airspace congestion: Slot and runway capacity at metro airports lags demand, which compresses turnaround times and crew rest. e.g. Delhi and Mumbai airports operating near saturation during peak banks.
    3. Airline financial fragility: Thin margins push cost cutting into maintenance, training and rostering. e.g. the collapse of Jet Airways in 2019 and of Go First in 2023 left aircraft grounded and crew displaced.
    4. Skilled manpower shortage: Pilots, aircraft maintenance engineers and air traffic controllers are trained in numbers below the sector’s expansion rate. e.g. Indian carriers holding large order books have had to lease aircraft with foreign crew.
    5. Maintenance dependence on foreign facilities: A limited domestic maintenance base sends heavy checks abroad, raising cost and turnaround time. e.g. a large share of Indian airline heavy maintenance has historically been done in Sri Lanka, Singapore and West Asia.
    6. Bird strike and wildlife hazard at airports: Waste dumps and abattoirs near airport perimeters draw birds into approach paths. e.g. recurring bird strike reports at airports adjoining municipal landfill sites.
    7. Weather and terrain risk at critical airfields: Tabletop runways and monsoon operations narrow the safety margin. e.g. the Kozhikode runway excursion in heavy rain in 2020.

    Way Forward

    1. Make psychoactive substance screening mandatory and uniform: Extend routine pre flight and post flight screening for substances beyond alcohol across every operator rather than leaving it to voluntary action.
    2. Build a non punitive disclosure pathway: Create a confidential reporting and rehabilitation route for crew with a substance or mental health problem, with return to duty after medical clearance.
    3. Expand testing infrastructure: Provide accredited sample collection and chain of custody facilities at regional airports, not only at metro stations.
    4. Strengthen fatigue risk management: Enforce revised flight duty time limitations with audited rostering data instead of self declared compliance.
    5. Staff the regulator: Fill technical inspector vacancies and give the regulator recruitment autonomy so oversight scales with fleet growth.
    6. Extend the same rigour to Air Traffic Controllers: Apply the testing and fatigue standards uniformly to controllers, who are already covered by the same requirement.
    7. Publish investigation findings promptly: Release Aircraft Accident Investigation Bureau reports with safety recommendations and track their implementation publicly.

    PYQ:

    “`

    [2015, GS2, 12 marks] For achieving the desired objectives, it is necessary to ensure that the regulatory institutions remain independent and autonomous. Discuss in the light of the experiences in recent past.

    “`

  • Ethanol Debate: Should India Bring Back E10 Alongside E20?

    Why in the News

    A public campaign claiming that E20 petrol wrecks engines and empties fuel tanks faster has been answered with test evidence showing no increased engine wear. The rebuttal has exposed the question the blending debate has avoided, which is whether pushing the blend beyond 20 percent moves land and water from food to fuel.

    What is the Ethanol Blended Petrol Programme?

    1. About: The programme mandates the blending of ethanol, an alcohol produced from crops, into petrol sold by oil marketing companies. E20 denotes a fuel that is 20 percent ethanol by volume and 80 percent petrol.
    2. Origin: It was rolled out nationally from 2003 and expanded through the National Policy on Biofuels, 2018.
    3. Feedstock routes: Ethanol is produced from sugarcane juice, B heavy and C heavy molasses, maize, damaged food grains and surplus rice.
    4. Stated objectives: It aims to cut the crude oil import bill, reduce tailpipe emissions and give cane and grain growers an assured market.
    5. Price setting: Oil marketing companies buy ethanol at administered prices that differ by feedstock route rather than at a single market price.

    What is the distinction between green water and blue water?

    1. Green water: This is rainfall held in the soil and taken up by the crop, water the field would have received in any case.
    2. Blue water: This is water drawn from rivers, canals, groundwater pumps and wells. It is the scarce component, because withdrawing it denies the same unit to another user.

    What are Distillers Dried Grains with Solubles?

    1. About: These are the residual grain solids left over after ethanol is distilled from maize or rice.
    2. Where they go: They are sold as protein rich animal feed and compete directly with soybean meal in the same market.

    Why does the charge that E20 damages engines not hold up?

    1. Lower energy density is real: Ethanol carries about two thirds the energy of petrol. A litre of E20 therefore takes a vehicle slightly less far.
    2. The size of the penalty is small: Ethanol is only a fifth of the blend, so the energy loss is around 6 to 7 percent. The 30 percent figure circulating online is wrong.
    3. Emissions improve: Carbon monoxide and unburnt hydrocarbons fall on E20, which is an environmental gain.
    4. Domestic durability testing agrees: Testing by the Automotive Research Association of India (ARAI), the petroleum institute and Indian Oil found no increased wear attributable to the blend.
    5. The fear is misplaced, the concern is not: Loss of range is not a malfunction. The genuine problem lies elsewhere in the fleet.

    Which vehicles are the genuine exception to that record?

    1. Scale of the exposed fleet: India has roughly 75 million to 80 million two wheelers built before the BS4 norms that run on carburettors.
    2. Why a carburettor cannot adjust: A carburettor cannot sense the extra oxygen the blend carries. The engine then draws too little fuel for the air it takes in and runs hot.
    3. Seal degradation is a separate defect: Older rubber seals not rated for ethanol degrade on contact with the fuel. This happens irrespective of engine temperature.
    4. Retrofitting is cheap but slow: Replacing seals with ethanol compatible ones costs little. Covering 75 million to 80 million two wheelers happens one vehicle at a time and will take years.
    5. The protection fuel went missing: The original roadmap asked that a lower blend stay on sale for these vehicles. That fuel quietly vanished from the pumps.
    6. What restoring E10 would achieve: Selling E10 alongside E20 would protect the legacy fleet while the retrofit programme catches up. It would also lower total ethanol use rather than raise it.

    Why is the edible oil import gap a better target than the crude oil bill?

    1. Scale of the crude bill: India’s crude oil import bill runs at around Rs 11 lakh crore to Rs 12 lakh crore a year.
    2. Scale of the edible oil bill: The edible oil import bill is far smaller, at roughly Rs 1.6 lakh crore to Rs 1.75 lakh crore.
    3. What E20 actually saves: Ethanol at E20 trims only 3 to 4 percent of the crude bill.
    4. The edible oil gap is closeable: India already produces about 40 percent of its cooking oil and aims to reach 72 percent by financial year 2031.
    5. The test of a good target: A gap the government can close fully and then stop subsidising is worth more than one it can only reduce at the margin forever.

    How has the shift in feedstock turned a distant trade off into a direct one?

    1. Grain now dominates the feedstock mix: Maize supplies about half of India’s ethanol. Grains together supply nearly 67 percent.
    2. Direct competition for the same fields: Maize competes with soybean, groundnut and mustard for identical acreage.
    3. First pull, the administered price: Ethanol from maize is procured at a fixed price well above the sugarcane route. That keeps maize attractive whatever the open market pays.
    4. Second pull, the feed by product: The leftover grain from distillation is sold as animal feed and undercuts soybean meal.
    5. The oilseed farmer loses twice: Weaker meal prices drag down soybean prices. The grower loses on acreage and then again on price.

    Why do the water and climate claims not settle the case for a higher blend?

    1. The headline figure mixes two things: Quoted totals of thousands of litres of water per litre of ethanol combine green water and blue water into one alarming number.
    2. Only the blue component is scarce: Rain the crop would have received anyway does not represent a withdrawal from a contested source.
    3. Where the pressure actually falls: Cane in Maharashtra and Karnataka draws heavily on already stressed rivers, canals and groundwater.
    4. What the rule should measure: A water norm for ethanol should target blue water use, not the frightening aggregate.
    5. The climate evidence is unsettled: Indian life cycle studies do not agree on whether grain ethanol is cleaner than the alternatives once cultivation and processing are counted.
    6. Consequence for the green case: The environmental argument for going beyond E20 does not survive close scientific scrutiny.

    What does experience abroad show about the limits of high ethanol blends?

    1. United States, Oak Ridge National Laboratory: The laboratory ran 86 vehicles for a cumulative 10 million kilometres on blends up to E20 and found no increased wear in cars not rated for E20.
    2. United States, multiple blends at the pump: American pumps sell E10 and E15 side by side, so owners of older vehicles retain a compatible option. This is the design India’s roadmap intended and then lost.
    3. United States, Renewable Fuel Standard: The mandate fixes volumes of renewable fuel in transport fuel. Its corn ethanol component drew sustained criticism for raising feed and food grain prices.
    4. Brazil, the Proalcool programme: Brazil built blending on sugarcane and on flex fuel vehicles able to run on any blend up to pure ethanol. The fleet, rather than the fuel specification, absorbs changes in the blend.

    Why is holding at E20 not a costless option either?

    1. Cane arrears were cleared: Ethanol demand gave sugar mills the cash flow to settle sugarcane dues owed to farmers.
    2. Rural incomes rose: The programme lifted incomes and built an assured market for cane and grain growers.
    3. Distillery capacity was built for more: Capacity now in place was created on the expectation of blends above E20.
    4. Loans were taken against expected demand: Those investments carry debt to be serviced against demand a freeze would not deliver.
    5. The sugar surplus needs an outlet: Ethanol absorbs a structural sugar surplus that would otherwise depress domestic prices.
    6. Both sides belong in the reckoning: The honest course weighs the cost of holding against the cost of advancing, rather than assuming either away.

    Why should reversibility decide the sequence of policy moves?

    1. Instruments that can change within a season: The ethanol procurement price, the protection fuel at the pump, the water rules and the import duty on edible oil can all be altered and reversed if evidence turns.
    2. The one instrument that cannot: The blend level is not reversible on the same timescale.
    3. Why the blend locks in: Once land and water are committed to fuel, cropping patterns and distillery investment are built around that commitment.
    4. The sequencing principle: Prudence says to move the reversible instruments first and hold off on the irreversible one until a thorough cost benefit analysis is complete.
    5. What the recommendation amounts to: Restore E10 for the older fleet, correct the price and water distortions favouring maize, revisit the edible oil import duty, and hold at E20.

    Challenges to the Ethanol Blended Petrol Programme

    1. Feedstock concentration in water intensive crops: Cane and maize both carry heavy irrigation demand in already stressed basins. e.g. Latur in Maharashtra received drinking water by train during the 2016 Marathwada drought while cane crushing continued in the region.
    2. Diversion of food grain to fuel: Grain routed to distilleries competes with the public distribution and feed markets. e.g. the release of surplus rice by the Food Corporation of India to distilleries was repeatedly started and stopped between 2023 and 2024 as open market rice prices rose.
    3. Material compatibility in the legacy fleet: Older engines and fuel lines were never certified for a 20 percent blend. e.g. two wheelers manufactured before the BS4 norms of 2017 use carburettors and non compliant elastomer seals.
    4. Blending logistics and evacuation: Ethanol absorbs water and cannot move through existing multiproduct petroleum pipelines. e.g. supply moves by road tanker from distillery clusters in Uttar Pradesh and Maharashtra to deficit states in the south and the east.
    5. Second generation ethanol has not scaled: Cellulosic ethanol from crop residue remains commercially fragile. e.g. the Panipat second generation bioethanol refinery based on paddy straw has struggled with feedstock aggregation since its commissioning in 2022.
    6. Administered price distortion across routes: A fixed price above the cane route pulls acreage towards maize regardless of demand. e.g. maize acreage has expanded in Bihar and Madhya Pradesh at the expense of oilseeds.
    7. Consumer trust and labelling: Buyers cannot easily tell which blend they are purchasing or whether their vehicle is rated for it. e.g. the 2026 online campaign over E20 mileage produced public demands for a lower blend option at pumps.

    Conclusion

    The engine controversy was never the real argument. The decision that matters is the blend level itself, because procurement prices, water rules, the protection fuel and import duties can be reversed within a season while committed land, cropping patterns and distillery capacity cannot. Restoring E10 for the older fleet and holding at E20 until the food versus fuel trade off is properly costed keeps every reversible option open. The unresolved question is what India chooses to grow, and what it will not be able to take back.

    Biofuels and Ethanol Blending in India

    1. About: Biofuels are liquid or gaseous fuels produced from biomass and used to substitute petroleum products in transport.
    2. Categories: They run from first generation fuels made from food crops, to second generation fuels from agricultural residue, third generation fuels from algae and fourth generation fuels using carbon capture.
    3. Blending record: Average ethanol blending rose from 1.53 percent in financial year 2014 to 20 percent in 2025, achieved five years ahead of the 2030 target.
    4. Global standing: India is among the largest ethanol producers and consumers in the world, after the United States and Brazil.
    5. Scale of the fuel base: India consumes roughly 40 million tonnes of petrol a year, which sets the size of the ethanol requirement at any given blend.
    6. Claimed gains: Official statements place foreign exchange savings from ethanol blending at over Rs 1 lakh crore since 2014.
    7. Structural feature: Ethanol is the only large scale biofuel India has commercialised, while biodiesel and compressed biogas remain far below their targets.

    Laws and Rules Governing Biofuels in India

    1. National Policy on Biofuels, 2018: Categorises biofuels, widens the permitted feedstock list and sets indicative blending targets.
    2. 2022 amendment: Advanced the 20 percent ethanol blending target to the 2025 26 ethanol supply year and permitted additional feedstocks.
    3. Industries (Development and Regulation) Act, 1951: Provides the regulatory basis for distilleries and for the Centre’s control over industrial and denatured alcohol.
    4. Judicial position: A nine judge Bench of the Supreme Court held in October 2024 that “intoxicating liquor” under Entry 8 of the State List covers industrial alcohol, preserving State regulatory power.
    5. Essential Commodities Act, 1955: Enables control over the movement, storage and pricing of molasses and ethanol.
    6. Environment (Protection) Act, 1986: Governs distillery effluent standards, including zero liquid discharge norms for molasses based units.
    7. Motor Vehicles Act, 1988 and Central Motor Vehicles Rules, 1989: Set emission norms and material compatibility requirements for vehicles rated to run on E20.
    8. Bureau of Indian Standards specifications: IS 2796 governs motor gasoline and IS 15464 governs anhydrous ethanol, with a separate notified specification for E20 fuel.

    Back2Basics: National Policy on Biofuels, 2018

    1. Nodal ministry: Ministry of Petroleum and Natural Gas.
    2. Approval and revision: Approved by the Union Cabinet in 2018 and amended in 2022.
    3. Categorisation: Divides biofuels into Basic Biofuels, meaning first generation bioethanol and biodiesel, and Advanced Biofuels, meaning second generation ethanol, municipal solid waste to drop in fuels, third generation biofuels and bio compressed natural gas.
    4. Permitted raw materials for ethanol: Sugarcane juice, sugar beet, sweet sorghum, corn, cassava, damaged food grains such as wheat and broken rice, and rotten potatoes unfit for human consumption.
    5. Blending targets: 20 percent ethanol in petrol and 5 percent biodiesel in diesel by 2030, with the ethanol target later advanced to the 2025 26 supply year.
    6. Surplus grain clause: Allows use of surplus food grains for ethanol production with the approval of the National Biofuel Coordination Committee, chaired by the Minister of Petroleum and Natural Gas.
    7. Financial support: Provides viability gap funding for second generation ethanol refineries and additional incentives for advanced biofuels.

    Government Initiatives for Biofuels and Ethanol

    1. Ethanol Blended Petrol Programme, 2003: Mandates blending of ethanol in petrol supplied by oil marketing companies across notified states and Union Territories.
    2. Pradhan Mantri JI-VAN Yojana, 2019: Provides viability gap funding to commercial and demonstration second generation bioethanol projects using lignocellulosic biomass.
    3. SATAT initiative, 2018: Sustainable Alternative Towards Affordable Transportation invites entrepreneurs to set up compressed biogas plants and sell the output to oil marketing companies.
    4. GOBARdhan scheme: Converts cattle dung and agricultural waste into biogas and organic manure, targeted at rural households and dairy clusters.
    5. Ethanol Interest Subvention Scheme: Subsidises interest on loans taken by sugar mills and standalone distilleries to expand ethanol capacity.
    6. Global Biofuels Alliance: Launched at the G20 New Delhi Summit in September 2023 with India, the United States and Brazil as founding members, to accelerate global biofuel trade and technology transfer.
    7. National Mission on Edible Oils, Oil Palm, 2021, and the Oilseeds Mission: Target domestic self sufficiency in cooking oil, which is the competing claim on the same land the ethanol programme draws from.

    Key Facts about Ethanol Blending

    1. World Biofuel Day is observed on 10 August, marking the day in 1893 an engine was run on peanut oil by Rudolf Diesel.
    2. The Ethanol Supply Year runs from 1 November to 31 October, not the financial year.
    3. E20 is 20 percent ethanol by volume, E85 is 85 percent, and E100 denotes ethanol used as a standalone fuel.
    4. India achieved 20 percent average blending in 2025, five years ahead of the 2030 target set in the 2018 policy.
    5. Flex fuel vehicles are engineered to run on any blend up to E85 or E100 without modification.
    6. Ethanol procurement uses differential administered prices by feedstock route, with the sugarcane juice route priced highest among cane routes.
    7. The National Biofuel Coordination Committee clears the use of surplus food grains for ethanol.

    Challenges in the Biofuel Sector

    1. Biodiesel blending has barely moved: Against a 5 percent target, biodiesel blending has remained close to negligible. e.g. used cooking oil collection under the Repurpose Used Cooking Oil initiative covers only a fraction of India’s restaurant and hotel supply chain.
    2. Sugar cycle volatility disrupts contracts: Ethanol supply from cane is hostage to sugar availability decisions taken mid season. e.g. the 2023 restriction on diverting cane juice to ethanol was imposed to protect domestic sugar supply and stranded distillery offtake plans.
    3. Centre and State conflict over alcohol regulation: Regulatory authority over industrial alcohol is contested and affects distillery licensing. e.g. the Supreme Court’s nine judge ruling of October 2024 held that States retain power over industrial alcohol under Entry 8 of the State List.
    4. Compressed biogas offtake and evacuation: Plant commissioning lags the announced targets because feedstock aggregation and gas evacuation are unresolved. e.g. SATAT set a target of 5,000 compressed biogas plants and actual commissioning has run far behind.
    5. Water footprint of the feedstock base: Blending demand is concentrated in crops grown in drought prone tracts. e.g. Maharashtra’s cane belt draws on stressed groundwater in districts that carry recurring drought declarations.
    6. Vehicle fleet compatibility lag: Only recent vehicles are certified for the mandated blend. e.g. only vehicles manufactured from April 2023 are E20 material compliant, leaving the older fleet dependent on a lower blend that is no longer sold.
    7. Absence of a settled national life cycle assessment: Without an agreed carbon accounting method, the climate benefit claimed for each blend level cannot be verified. e.g. Indian studies differ on whether maize ethanol lowers emissions once fertiliser and processing energy are counted.

    Way Forward

    1. Restore a lower blend at the pump: Sell E10 alongside E20 nationally until the retrofit of pre BS4 two wheelers is substantially complete.
    2. Correct the administered price: Reprice ethanol by feedstock so that maize does not carry an artificial advantage over oilseeds.
    3. Regulate blue water, not aggregate water: Set distillery and feedstock water norms on measured groundwater and canal withdrawal, with metering at the distillery gate.
    4. Fund oilseed self sufficiency: Direct the incentive structure towards closing the edible oil import gap, which is smaller and fully closeable.
    5. Scale second generation ethanol: Build residue aggregation networks so that paddy straw and bagasse substitute for grain feedstock.
    6. Mandate flex fuel capability: Require new vehicles to be flex fuel rated so that future blend changes are absorbed by the fleet rather than by the fuel specification.
    7. Publish a national cost benefit study: Complete a transparent food versus fuel accounting, covering land, blue water and life cycle emissions, before any move to E27 or E30.

    “[2020] According to India’s National Policy on Biofuels, which of the following can be used as raw materials for the production of biofuels?
    1. Cassava
    2. Damaged wheat grains
    3. Groundnut seeds
    4. Horse gram
    5. Rotten potatoes
    6. Sugar beet
    Select the correct answer using the code given below:
    (a) 1, 2, 5 and 6 only
    (b) 1, 3, 4 and 6 only
    (c) 2, 3, 4 and 5 only
    (d) 1, 2, 3, 4, 5 and 6

  • Punjab’s groundwater collapse demands the diversification its farm politics keeps deferring

    Why in the News

    The acreage under water intensive paddy in Punjab touched a record high this year, even as the water table continues to fall and experts warn of impending desertification. The State that built its agrarian success on assured irrigation is now consuming the resource that made it possible, while governments across party lines keep supplying free water and power rather than executing the diversification plans already drafted.

    What is crop diversification?

    1. About: Crop diversification is the shift of cropped area away from one or two dominant crops toward a wider mix of crops within the same season or rotation.
    2. How it works: A cultivator replaces part of the area under a water intensive or soil depleting crop with pulses, oilseeds, maize, cotton or horticulture.
    3. Rationale: It reduces the drawdown on a single natural resource and spreads market and weather risk across several crops.
    4. The precondition: It requires an assured market or procurement for the replacement crop, since the displaced crop already has one.

    Who was Ajit Singh?

    1. About: Ajit Singh was a peasant leader of colonial Punjab and the uncle of Bhagat Singh, and one of the main architects of the Pagdi Sambhal Jatta agitation against British agricultural laws.
    2. Exile and return: Hounded by the British, he spent nearly four decades abroad, engaging with revolutionaries including Lala Har Dayal and Subhas Chandra Bose, and was imprisoned in Germany after the Second World War before Jawaharlal Nehru secured his release in early 1947.
    3. Death: He died at Dalhousie at about 3.30 am on 15 August 1947, aged 66, his last words recorded as “Jai Hind”.

    What were the canal colonies of western Punjab?

    1. About: The canal colonies, known locally as the Baar, were settlements created in western Punjab after the British built an extensive canal network in the late nineteenth and early twentieth centuries.
    2. Why they were created: Large parts of western Punjab had remained uncultivated for centuries for want of irrigation, and the canals made cultivation possible for the first time.

    What is a murabba?

    1. About: A murabba is a square land allotment of 25 acres, the standard unit granted to settlers in the canal colonies.
    2. Who received them: Cultivators from what is now Indian Punjab, including retired soldiers, were moved into the colonies and allotted murabbas.

    What is abiana?

    1. About: Abiana is the water charge levied on cultivators for the use of canal irrigation.
    2. Why it mattered: A hike in abiana was one of the three grievances that triggered the 1907 Pagdi Sambhal Jatta agitation.

    What was the Pagdi Sambhal Jatta movement?

    1. About: Pagdi Sambhal Jatta was a peasant agitation of 1907 in colonial Punjab against three British laws that threatened farmers’ rights over their land and raised the water charge.
    2. How it got its name: Lala Banke Dayal’s poem of that title was recited at a rally in Lyallpur in March 1907, giving the movement its name and its anthem.

    What is desertification?

    1. About: Desertification is the degradation of land in dry, semi dry and dry sub humid areas, driven by climatic variation and human activity, until it loses its biological productivity.
    2. How it applies to Punjab: Sustained groundwater extraction beyond the recharge rate turns irrigated land progressively unproductive, which is the process experts have warned of in Punjab.

    What is Vibhajan Vibhishika Smriti Diwas?

    1. About: Vibhajan Vibhishika Smriti Diwas, or Partition Horrors Remembrance Day, is observed on 14 August each year since 2021.
    2. Purpose: It commemorates the displacement and loss suffered during the Partition of 1947.

    How did canal irrigation create Punjab’s agrarian identity?

    1. Arid land before irrigation: Large parts of western Punjab stayed uncultivated for centuries for want of irrigation.
    2. The canal network was the first input: The British built an extensive canal system across the region in the late nineteenth and early twentieth centuries.
    3. Settlers were the second input: Water alone was not enough, so cultivators from what is now Indian Punjab, including retired soldiers, were moved into the new tracts.
    4. Land allotted as murabbas: Each settler household received a murabba of 25 acres in the colonies.
    5. Settlements numbered, not named: New colonies were given administrative numbers such as Chak 8, Chak 20 and Chak 503, often carrying the name of the migrants’ original village, as in Chak 503 Narangwal.
    6. Reclamation took years: The land was arid and took years of sustained work before it turned fertile, which is why its loss at Partition was felt as the loss of built capital.

    What does Punjab’s tradition of agrarian resistance consist of?

    1. The 1907 movement: Ajit Singh led the Pagdi Sambhal Jatta agitation alongside Lala Lajpat Rai against three British laws that threatened farmers’ rights and hiked the water charge or abiana.
    2. Scale of mobilisation: Ajit Singh addressed 19 of the 33 meetings recorded by British intelligence.
    3. The anthem: Lala Banke Dayal’s poem was recited at a rally in Lyallpur in March 1907 and gave the movement its name.
    4. The outcome: The British withdrew the farm laws, and both leaders were imprisoned in Mandalay, Burma.
    5. Recognition: Bal Gangadhar Tilak hailed Ajit Singh as the “king of Punjab peasantry” on his return.
    6. The tradition carried forward: The same slogan was raised during the 2020-21 farmers’ agitation against the since repealed central farm laws.

    Why has the adversary shifted from colonial law to resource depletion?

    1. The threat is now internal: The challenge today is not colonial rule but the depletion of the resource that made Punjab’s agrarian success possible.
    2. Warnings are long standing: Experts have warned of impending desertification in Punjab for years.
    3. The trend is worsening, not stabilising: Acreage under water intensive paddy cultivation touched a record high this year.
    4. The water table keeps falling: The aquifer continues to drop even as extraction expands with every additional paddy season.
    5. The cost is deferred, not avoided: Groundwater does not recharge at the rate at which it is being pumped, so each season transfers the shortfall to a later one.

    Why has a known diagnosis not produced action?

    1. The solutions are already documented: Economist S S Johl outlined diversification measures during the tenure of the previous Congress government in the State.
    2. Later plans exist as well: The current State government has also prepared plans on the water issue.
    3. Implementation is the gap: Execution of both sets of plans remains negligible.
    4. The problem is not knowledge: Punjab knows precisely what has to be done and consistently fails to do it, which makes this an execution failure rather than a policy vacuum.

    Why do free water and assured paddy procurement keep expanding the crop that is emptying the aquifer?

    1. The case for the free provision: Free water and free power for tubewells lower the cash cost of cultivation for a farm sector carrying heavy debt.
    2. The political arithmetic: State governments cutting across party lines have continued the free provision for political reasons, since withdrawing it carries an immediate electoral cost.
    3. Assured procurement completes the lock in: Paddy and wheat carry guaranteed purchase at a minimum support price, and no alternative crop offers comparable certainty.
    4. The other side of the ledger: Free power removes the price signal on extraction, so pumping continues well past the rate at which the aquifer can recharge.
    5. Two legitimate claims in conflict: Farm income security and aquifer survival both carry a genuine claim, and current policy settles the question entirely in favour of the first.
    6. The cost appears nowhere: The support shows up as a power subsidy line in the State budget, while the depletion appears in no account until wells begin to fail.

    Why have farmer unions’ priorities not tracked the water crisis?

    1. Attention directed at trade: Farmer unions have mobilised strongly against free trade agreements.
    2. The nearer threat is unaddressed: The same unions have overlooked aquifer depletion as a looming calamity of comparable scale.
    3. Individual adaptation is happening: Some individual farmers have adopted alternatives to paddy on their own initiative.
    4. Collective adaptation is not: Most cultivators remain caught within an unsustainable farming model that no organised body is challenging.

    What does the stated way forward require?

    1. Reduce paddy dependence: Cut the area under water intensive paddy cultivation.
    2. Guarantee markets for the substitutes: Ensure assured markets for diversified crops so that the switch is not a loss of income.
    3. Invest in micro irrigation: Move field irrigation from flood delivery to drip and sprinkler systems.
    4. Build food processing capacity: Create processing demand that gives non paddy crops a committed buyer.
    5. Align policy with ecology: Set agricultural policy against ecological limits rather than electoral compulsions.

    Challenges to crop diversification in Punjab

    1. Absence of assured procurement for alternative crops: Only paddy and wheat carry guaranteed purchase, so any switch transfers price risk to the farmer. e.g. maize in Punjab routinely selling below its minimum support price for want of a procurement agency.
    2. Free power removes the cost of extraction: Zero marginal cost pumping eliminates any incentive to economise on water. e.g. blocks in Sangrur, Barnala and Moga classified as over exploited by the Central Ground Water Board while tubewell use continues unchecked.
    3. Sunk investment in the paddy and wheat rotation: Farm assets are built around a single cycle and cannot be repurposed. e.g. combine harvesters, paddy transplanters and laser levelled fields configured for that rotation alone.
    4. Labour and machinery calendar locked to paddy: The seasonal labour supply arrives for a specific operation window. e.g. migrant labour arriving in June for transplanting, a cycle no substitute crop matches.
    5. Groundwater regulation limited to sowing dates: Existing law delays transplanting without reducing total irrigated area. e.g. the Punjab Preservation of Subsoil Water Act, 2009, which shifted the transplanting date later but left acreage untouched.
    6. Weak processing and cold chain for horticulture: Perishable substitutes fail without storage and processing capacity nearby. e.g. kinnow growers in Abohar and Fazilka facing distress sales in glut years.
    7. Residue burning tied to the compressed paddy to wheat window: The delayed transplanting date leaves too little time between harvest and the next sowing. e.g. the October and November stubble fires across Sangrur, Bathinda and Patiala every year.

    Conclusion

    Punjab’s crisis is not the absence of a diversification plan but the presence of a policy structure that pays cultivators to keep growing paddy. Free water and power remove the cost of extraction while assured procurement removes the risk of continuing, so a record paddy acreage now coexists with a falling water table and warnings of desertification. Diversification will begin only when an alternative crop carries the same market certainty that paddy already has. Until then the tradition of agrarian resistance will keep facing outward while the aquifer empties.

    Groundwater Irrigation in India

    1. About: Groundwater irrigation is the extraction of water from aquifers through wells and tubewells for crop cultivation, as distinct from surface canal irrigation.
    2. India’s standing: India is the largest user of groundwater in the world, extracting more than the United States and China combined.
    3. Share of irrigation: Groundwater accounts for roughly 60 per cent of irrigated area and about 85 per cent of rural drinking water supply.
    4. The assessment system: The Central Ground Water Board and State agencies jointly assess blocks annually and classify them as safe, semi critical, critical or over exploited.
    5. Regional concentration of stress: Punjab, Haryana, Rajasthan, western Uttar Pradesh and parts of Tamil Nadu carry the highest proportion of over exploited units.
    6. The energy link: Subsidised or free electricity for agricultural pumping is the single largest driver of extraction, since it removes the marginal cost of drawing water.

    Constitutional Framework Governing Water in India

    1. Entry 17, State List, Seventh Schedule: Places water supply, irrigation, canals, drainage, embankments and water storage under State legislative competence.
    2. Entry 56, Union List, Seventh Schedule: Empowers Parliament to regulate inter State rivers and river valleys where it declares such regulation expedient in the public interest.
    3. Article 262: Allows Parliament to provide for adjudication of inter State river water disputes and to bar the jurisdiction of courts in such disputes.
    4. Article 21: Interpreted by the Supreme Court to include the right to clean and adequate water as part of the right to life.
    5. Article 48A: Directs the State to protect and improve the environment, which courts have read as covering groundwater conservation.
    6. Article 243G and the Eleventh Schedule: Assign minor irrigation, water management and watershed development to panchayats.

    Laws and Rules Governing Groundwater Use

    1. Indian Easements Act, 1882: Treats groundwater as attached to land ownership, which is the legal root of unrestricted extraction by landowners.
    2. Environment (Protection) Act, 1986: Provides the authority under which the Central Ground Water Authority was constituted to regulate and control groundwater development.
    3. Water (Prevention and Control of Pollution) Act, 1974: Governs the quality dimension of water resources through the pollution control boards.
    4. Punjab Preservation of Subsoil Water Act, 2009: Bars paddy nursery sowing and transplanting before notified dates, in order to shift the crop’s peak water demand closer to the monsoon.
    5. Model Bill for Conservation, Protection and Regulation of Groundwater, 2016: Circulated to States to establish groundwater as a public trust and to create local level groundwater security plans.
    6. Electricity Act, 2003: Governs agricultural power tariffs and the State subsidy mechanism that determines the cost of pumping.
    7. Guidelines for groundwater extraction, 2020: Prescribe the no objection certificate regime for industrial, infrastructure and mining users of groundwater.

    Back2Basics: Central Ground Water Board

    1. What it is: The Central Ground Water Board (CGWB) is the national apex agency for groundwater assessment, exploration, monitoring and management.
    2. Year established: Constituted in 1970, on the reorganisation of the Exploratory Tubewells Organisation.
    3. Parent ministry: It functions under the Department of Water Resources, River Development and Ganga Rejuvenation, Ministry of Jal Shakti.
    4. Headquarters: Faridabad, Haryana, with regional offices across the country.
    5. Mandate: It develops and disseminates technologies and monitors and implements national policies for the scientific and sustainable development of groundwater.
    6. Key outputs: It publishes the annual Dynamic Ground Water Resource Assessment and the groundwater year book, and it categorises assessment units by stage of extraction.
    7. Regulatory arm: The Central Ground Water Authority, constituted under Section 3(3) of the Environment (Protection) Act, 1986, exercises the regulatory powers over extraction.

    Government Initiatives for Groundwater and Crop Diversification

    1. Atal Bhujal Yojana: A community led groundwater management scheme in water stressed blocks across seven States, with incentives linked to measured improvement in the water table.
    2. Pradhan Mantri Krishi Sinchayee Yojana, Per Drop More Crop: Funds drip and sprinkler micro irrigation to raise water use efficiency at the farm level.
    3. Crop Diversification Programme: Operates in the original Green Revolution States of Punjab, Haryana and western Uttar Pradesh to shift area from paddy to alternative crops.
    4. Pani Bachao Paisa Kamao: A Punjab scheme paying farmers for electricity saved against a benchmark, converting free power into a metered incentive to pump less.
    5. Direct Seeded Rice incentive: A per acre payment in Punjab for sowing paddy directly rather than transplanting into puddled fields, cutting water use substantially.
    6. Jal Shakti Abhiyan, Catch the Rain: A national campaign for rainwater harvesting and recharge structure creation in water stressed districts.
    7. National Food Security Mission and the National Mission on Edible Oils: Support pulses and oilseeds as area substitutes for paddy through seed, input and market interventions.

    Key Facts about Groundwater and Punjab Agriculture

    1. Extraction stage: Punjab has the highest stage of groundwater extraction among Indian States, exceeding the annual recharge by a wide margin.
    2. Over exploited units: A large majority of Punjab’s assessment blocks are classified as over exploited by the Central Ground Water Board.
    3. Tubewell density: Punjab operates well over a million agricultural tubewells, nearly all running on subsidised or free power.
    4. Paddy water requirement: Transplanted paddy consumes several thousand litres of water per kilogram of grain, the highest among Punjab’s field crops.
    5. Procurement share: Punjab and Haryana together account for a dominant share of central wheat procurement and a large share of rice procurement.
    6. Green Revolution origin: Punjab was the first State where high yielding wheat varieties were introduced in the mid 1960s, establishing the wheat and paddy rotation.
    7. The 2009 legal shift: The Punjab Preservation of Subsoil Water Act, 2009 pushed paddy transplanting to mid June to align it with the monsoon onset.

    Challenges in Groundwater Management in India

    1. Legal treatment of groundwater as private property: Ownership attached to land under the Indian Easements Act, 1882 makes extraction limits hard to enforce. e.g. the absence of any cap on the number of tubewells a landowner may sink in most States.
    2. Free or heavily subsidised farm power: Zero marginal cost pumping removes the economic brake on extraction. e.g. Punjab, Haryana and Tamil Nadu supplying agricultural power free or at a nominal flat rate.
    3. Minimum support price incentives skewed to water intensive crops: Assured procurement concentrates in paddy and wheat and pulls area toward them. e.g. paddy area in Punjab reaching a record high in 2026 despite falling water tables.
    4. Weak metering and monitoring of extraction: Without volumetric measurement, regulation cannot be calibrated. e.g. the very small share of agricultural connections in the northern States that carry functioning energy meters.
    5. Aquifer contamination alongside depletion: Falling water tables concentrate geogenic contaminants and draw in poor quality water. e.g. arsenic in the Gangetic plains and fluoride in parts of Rajasthan and Telangana.
    6. Fragmented institutional responsibility: Water is a State subject while the regulatory authority is central, producing overlapping mandates. e.g. Central Ground Water Authority notifications applying to industry while agricultural extraction stays outside their reach.
    7. Poor uptake of micro irrigation: Capital cost and small holding size limit the spread of drip and sprinkler systems. e.g. micro irrigation covering only a small fraction of Punjab’s net sown area despite years of subsidy.

    Way Forward

    1. Extend assured procurement to substitute crops: Guarantee purchase of maize, pulses and oilseeds in Punjab at announced prices so the switch out of paddy carries no income penalty.
    2. Convert free power into a measured entitlement: Scale the Pani Bachao Paisa Kamao model, paying farmers for unused power rather than withdrawing the subsidy outright.
    3. Meter agricultural extraction: Install energy or volumetric meters on tubewells to make regulation and incentive design possible.
    4. Fund micro irrigation at scale: Raise the subsidy and credit support for drip and sprinkler systems to cover small holdings.
    5. Build processing and cold chain capacity: Locate processing units for maize, kinnow, potato and dairy in Punjab to create local demand for diversified output.
    6. Enact a groundwater law based on public trust: Adopt the Model Bill for Conservation, Protection and Regulation of Groundwater so extraction rights derive from a shared resource rather than land title.
    7. Link central assistance to measured water table outcomes: Extend the Atal Bhujal Yojana incentive design, so State transfers respond to verified improvement in the aquifer.

    “[2021, GS3, 15 marks] What are the present challenges before crop diversification? How do emerging technologies provide an opportunity for crop diversification?”

  • Section 79(3)(b) of the IT Act as a takedown route that bypasses judicial scrutiny

    The Union government summoned senior staff of Meta, the parent company of Facebook and Instagram, and reprimanded them over the brief removal in India of a video message by the Prime Minister. The confrontation exposed a takedown route under Section 79(3)(b) of the Information Technology Act, 2000, which allows an agency to declare content unlawful without a court ever examining the claim. Content from the Jantar Mantar protests has already been erased or suppressed through a barrage of such notices.

    What is Section 79(3)(b) of the Information Technology Act, 2000?

    1. About: Section 79 grants an intermediary immunity from liability for content that its users post, and Section 79(3)(b) is the condition on which that immunity is lost.
    2. How it operates: The immunity ends if the intermediary fails to remove the content expeditiously after receiving actual knowledge or a notification from the appropriate government or its agency.
    3. What the notice contains: It records only that the reporting agency considers the content referred to it illegal.
    4. No judicial step: No court order and no reasoned adjudication is required before such a notice is issued.
    5. The incentive it creates: An intermediary that refuses risks losing safe harbour across its entire platform, so compliance is cheaper than contest.
    6. Distinction from Section 69A: Section 69A is a formal blocking power with a designated committee and recorded reasons, while Section 79(3)(b) carries none of that structure.

    What is an intermediary under the Information Technology Act, 2000?

    1. Definition: Any person who receives, stores or transmits an electronic record on behalf of another person, or provides any service in relation to that record.
    2. Coverage: The term includes telecom and network service providers, search engines, online marketplaces, payment sites, cyber cafes and social media platforms.

    What is safe harbour?

    1. About: It is a statutory immunity that protects a platform from liability for third party content that it did not create, initiate or modify.
    2. Conditions: The platform must remain a passive conduit, must not select the receiver or alter the transmission, and must observe the due diligence and removal requirements the law imposes.

    What is Section 69A of the Information Technology Act, 2000?

    1. About: It empowers the Central Government to direct any agency or intermediary to block public access to information through any computer resource.
    2. Grounds and safeguards: Blocking is confined to the grounds in Article 19(2), the reasons must be recorded in writing, and the procedure is set by the Information Technology (Procedure and Safeguards for Blocking for Access of Information by Public) Rules, 2009.

    What did the Supreme Court hold in Shreya Singhal v. Union of India (2015)?

    1. Section 66A struck down: The provision punishing grossly offensive or menacing online messages was held void for vagueness and for travelling beyond Article 19(2).
    2. Section 79(3)(b) read down: Actual knowledge was confined to a court order or a government notification, so a private complaint alone cannot trigger a takedown obligation.
    3. Section 69A upheld: The blocking power survived because it is tied to the Article 19(2) grounds and requires written reasons.
    4. The governing test: A restriction on speech must have a proximate connection to public order, and advocacy or discussion remains protected.

    What is the current status of free speech online in India?

    1. The right: Article 19(1)(a) covers online expression, and Anuradha Bhasin v. Union of India (2020) held that expression and trade through the Internet are constitutionally protected.
    2. The limits: A restriction must fall within the eight grounds in Article 19(2) and must satisfy the proportionality test.
    3. The blocking regime: Section 69A survives with recorded reasons and a review committee, and blocking orders are treated as confidential under the 2009 Rules.
    4. The takedown regime: Section 79(3)(b) as read down requires a court order or a government notification, which agencies now issue at scale.
    5. The compliance layer: The Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Rules, 2021 require removal within 36 hours of a court order or government notice, and significant platforms must appoint a chief compliance officer, a nodal contact person and a resident grievance officer.
    6. The live dispute: The Karnataka High Court in 2025 rejected a platform’s challenge to the Sahyog portal, which lets authorised officers across States issue takedown notices, and the question remains under appeal.

    Which constitutional provisions govern freedom of speech and its restriction?

    1. Article 19(1)(a): Guarantees freedom of speech and expression to citizens.
    2. Article 19(2): Permits reasonable restrictions only on the grounds of sovereignty and integrity of India, security of the State, friendly relations with foreign States, public order, decency, morality, contempt of court, defamation and incitement to an offence.
    3. Articles 19(1)(g) and 19(6): Protect the right to carry on a business, which platforms invoke against arbitrary compliance burdens.
    4. Article 21: Covers privacy and the right to receive information, recognised in K.S. Puttaswamy v. Union of India (2017).
    5. Article 14: Requires that any classification of content or of speakers be reasonable and not arbitrary.
    6. Article 13(2): Voids any law that abridges a fundamental right, which is the basis on which takedown provisions are challenged.
    7. Articles 32 and 226: Provide the remedy against an unconstitutional restriction on speech.

    What triggered the confrontation between the government and the platform?

    1. The summons: The Union government called in senior staff of Meta, the parent company of Facebook and Instagram, and reprimanded them.
    2. The stated reason: The brief removal in India of a video message by the Prime Minister.
    3. The unstated objective: Pressure on the platform to suppress posts from protests such as the demonstration at Jantar Mantar.
    4. The scale of removal: A barrage of takedown notices has already erased or suppressed the more emblematic forms of those protests.
    5. Why the platform matters: Instagram Reels shows users automatically recommended posts from creators they do not follow, which has made it one of the most influential mass media formats in the country.

    Why does Section 79(3)(b) work as a censorship route without judicial scrutiny?

    1. The notice is an assertion, not a finding: It merely records that the reporting agency feels the content referred to is illegal.
    2. No court tests it: Posts taken down under this section almost never go to court, so the assertion is never examined.
    3. The platform bears the risk: Refusal exposes the intermediary’s safe harbour, while compliance costs it nothing.
    4. Volume replaces reasoning: A route that requires no order can be used at a scale that a blocking committee could never process.
    5. The speaker is not heard: The user whose content is removed is not a party to the notice and receives no reasons.
    6. No precedent is built: Because nothing is adjudicated, the boundary of lawful online speech is never judicially clarified.

    What do the Pakistani and Chinese examples show about where this path leads?

    1. Pakistan: TikTok was banned for a period in 2021 and restored only after the platform agreed to control content described as immoral or indecent, which made market access conditional on an editorial concession.
    2. China: A single party system with a stated ideological commitment to centralised control wipes out nearly all dissent within minutes of posting.
    3. The Chinese precondition: The conditions that enabled that level of censorship were fostered over the decades preceding the Internet’s growth, not built after it.
    4. What the comparison establishes: Seeking suppression of political speech on a recommendation driven platform would place India in the company of these two systems rather than that of open democracies.
    5. The limit of the comparison: Neither example carries a constitutional court that can strike down a restriction, which is the one structural difference India retains.

    Is the platform a target of state pressure or a participant in censorship?

    1. The case for target: The company was summoned and given a dressing down, and its safe harbour is the leverage being used against it.
    2. The case for participant: For months it has taken down every post referred to it under Section 79(3)(b) without contesting a single one.
    3. Compliance as a choice: The section requires expeditious removal on a valid notification, not uniform removal of everything referred.
    4. What the pattern created: Consistent automatic compliance established that pressure works, which set the stage for the current arm twisting.
    5. The central site problem: The platform was also the main venue for the mobilisations, so its compliance decisions determined what the protests looked like in public memory.
    6. The unresolved point: A platform that never litigates a takedown converts a contestable statutory condition into an unreviewable administrative power.

    Why does the absence of Chinese preconditions not make Indian speech safe?

    1. The structural argument: Without decades of conditioning before the Internet grew, and without a single party system committed to centralising control, the Internet cannot be tamed.
    2. The capacity gap: What currently limits Indian censorship is the inability to check posts in real time, which is a capacity constraint and not a legal safeguard.
    3. The technology that closes the gap: Automated screening supplies exactly the real time capacity that is missing, which makes it a destructive solution to that gap.
    4. The cultural harm: Warping the public’s cultural self perception damages society regardless of whether full control is ever achieved.
    5. The successor problem: A draconian power created without checks passes intact to every government that follows.
    6. The wrong lesson: Mass mobilisation is being treated as an aberration to be prevented, when it is the lifeblood of a democracy.

    What are the major debates surrounding online speech regulation in India?

    1. Actual knowledge after Shreya Singhal: Whether an executive notification under Section 79(3)(b) can carry the same force as a court order.
    2. Formal against informal blocking: Section 69A carries safeguards and Section 79(3)(b) carries none, and agencies prefer the route without safeguards.
    3. Confidentiality of blocking orders: Rule 16 of the 2009 Rules keeps blocking orders secret, which prevents the affected user from challenging them.
    4. Traceability and encryption: Rule 4(2) of the 2021 Rules requires significant messaging platforms to identify the first originator of a message, which is challenged as incompatible with end to end encryption and privacy.
    5. The Sahyog portal: Whether large numbers of authorised officers across States may issue takedown notices without a central record or a reasoned order.
    6. Government fact checking: The Bombay High Court struck down the 2023 amendment creating a government fact check unit for online content about government business in Kunal Kamra v. Union of India (2024).
    7. Proportionality in practice: Whether the least restrictive means test laid down in Anuradha Bhasin is actually applied to content removal.
    8. The future of safe harbour: Whether narrowing or removing intermediary immunity would increase platform accountability or simply increase over removal.

    Challenges to the Section 79(3)(b) takedown framework

    1. Absence of a reasoned order: The notice states a conclusion without disclosing the legal ground, e.g. the removal of posts and reels documenting the Jantar Mantar protests, where users were given no ground for takedown.
    2. No hearing for the speaker: The person whose content is removed is never a party, e.g. Rule 16 of the 2009 Blocking Rules keeps orders confidential, so users blocked during the 2021 farm protest removals were never served the reasons.
    3. Over removal by platforms: The safe harbour risk pushes a platform to remove first and assess later, e.g. Meta’s uniform compliance with every referral made to it under this section over recent months.
    4. Decentralised issuing authority: A large number of officers can issue notices without a common standard, e.g. the Sahyog portal, whose challenge by X Corp was rejected by the Karnataka High Court in 2025.
    5. Automation risk: Machine screening at scale extends removal to lawful speech without human review, e.g. algorithmic suppression of Reels cuts reach without a formal takedown, leaving nothing for the user to challenge.
    6. Chilling effect on creators: Repeat removals lower a creator’s distribution, so creators censor themselves, e.g. accounts covering the protests reduced posting after the most emblematic footage was suppressed.
    7. Misuse after invalidation: An unchecked power outlives the government and even the statute that created it, e.g. arrests under Section 66A continued for years after it was struck down in 2015, until the Supreme Court issued fresh directions in People’s Union for Civil Liberties v. Union of India (2021).

    Conclusion

    Section 79(3)(b) has become the preferred route for removing online speech precisely because it needs no court, no reasons and no hearing, and a platform that complies with every referral has converted a contestable statutory condition into an unreviewable administrative power. The outcome is not Chinese style control, which India lacks the political architecture to build, but a censorship practice that is invisible, unaccounted and inheritable by every future government. What must change is the trigger itself: a notification under this section must carry a reasoned order, a record open to the user, and a route of appeal.

    What is Intermediary Liability?

    1. About: It is the legal question of when a platform is answerable for content that its users create and publish.
    2. Rationale: Platforms cannot screen the volume of user content in advance, so the law exempts them from liability in exchange for cooperation with lawful removal.
    3. Conditional immunity: The exemption applies only while the platform remains a passive conduit and acts on a qualifying notice.
    4. Notice and takedown: The standard model requires removal on receipt of a qualifying notice, and jurisdictions differ on who may issue that notice.
    5. Due diligence obligations: The platform must publish rules, appoint officers, run a grievance process and file compliance reports to retain the immunity.
    6. Significant platforms: Larger platforms carry heavier obligations, which in India begin above a threshold of 50 lakh registered users.

    Key Concerns Regarding Intermediary Liability

    1. Privatised adjudication: A company decides what is unlawful, without the procedure and reasoning a court would apply.
    2. Asymmetric incentives: The cost of wrongful removal falls on the user, while the cost of wrongful retention falls on the platform, so removal is always the safer choice.
    3. Opaque enforcement: Neither the volume nor the grounds of removals are systematically disclosed to the public.
    4. Immunity as leverage: The threat of losing safe harbour can be used to obtain compliance on matters unconnected to the notice.
    5. Automated moderation: Scale forces machine decisions on speech whose legality depends entirely on context.
    6. Jurisdictional conflict: A global platform faces contradictory removal orders from different countries over the same content.

    Constitutional and Statutory Framework Governing Online Speech

    1. Article 19(1)(a): Guarantees freedom of speech and expression, which extends to expression on the Internet.
    2. Article 19(2): Permits reasonable restrictions on that freedom only on the eight enumerated grounds.
    3. Section 69, Information Technology Act, 2000: Allows interception, monitoring and decryption of information through a computer resource in specified circumstances.
    4. Section 69A, Information Technology Act, 2000: Empowers the Central Government to block public access to information, with reasons recorded in writing.
    5. Section 79, Information Technology Act, 2000: Grants intermediaries immunity from liability for third party content.
    6. Section 79(3)(b), Information Technology Act, 2000: Withdraws that immunity if the intermediary does not expeditiously remove content after actual knowledge or a government notification.
    7. Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Rules, 2021: Prescribe due diligence, a 36 hour removal timeline, grievance officers and a traceability requirement for significant messaging platforms.
    8. Information Technology (Procedure and Safeguards for Blocking for Access of Information by Public) Rules, 2009: Set the committee procedure, the hearing stage and the confidentiality of blocking orders.

    Laws, Acts and Rules Governing Online Content Regulation in India

    1. Information Technology Act, 2000: The parent statute covering electronic records, cyber offences, intermediary liability and blocking of information.
    2. Information Technology (Amendment) Act, 2008: Inserted Section 66A, Section 69A and the present safe harbour scheme in Section 79.
    3. Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Rules, 2021: Created the due diligence, grievance redress and digital media ethics framework for intermediaries and online publishers.
    4. Information Technology Amendment Rules, 2023: Created a government fact check unit for content about government business, struck down by the Bombay High Court in 2024.
    5. Information Technology (Procedure and Safeguards for Blocking for Access of Information by Public) Rules, 2009: Govern the process for orders under Section 69A.
    6. Digital Personal Data Protection Act, 2023: Regulates processing of digital personal data and creates the Data Protection Board of India.
    7. Bharatiya Nyaya Sanhita, 2023: Replaced the Indian Penal Code and carries the offences of promoting enmity between groups and of statements prejudicial to national integration that are routinely invoked against online speech.
    8. Telecommunications Act, 2023: Allows suspension of telecom services and interception of messages on public emergency grounds, replacing the corresponding power in the Indian Telegraph Act, 1885.
    9. Cable Television Networks (Regulation) Act, 1995 and the Cinematograph Act, 1952: The older content regulation model on which the digital ethics code was patterned.

    Back2Basics: Information Technology Act, 2000

    1. Enacted: 2000, modelled on the UNCITRAL Model Law on Electronic Commerce, 1996.
    2. Purpose: Gave legal recognition to electronic records and digital signatures and created a framework for cyber offences.
    3. Major amendment: The 2008 amendment, brought after the Mumbai attacks, added Sections 66A and 69A and rewrote the safe harbour provision.
    4. Bodies under it: The Indian Computer Emergency Response Team (CERT-In) under Section 70B and the Controller of Certifying Authorities.
    5. Appellate route: The Cyber Appellate Tribunal’s functions were merged into the Telecom Disputes Settlement and Appellate Tribunal in 2017.
    6. Judicial history: Section 66A was struck down in Shreya Singhal v. Union of India (2015).
    7. Extraterritorial reach: Section 75 applies the Act to offences committed outside India where a computer or computer network located in India is involved.

    Government Initiatives for Digital Content and Cyber Governance

    1. Sahyog portal: A central platform through which authorised officers of States and central agencies issue notices to intermediaries under Section 79(3)(b).
    2. Indian Cyber Crime Coordination Centre (I4C): Coordinates action against cybercrime across States and runs the national cybercrime reporting portal and helpline 1930.
    3. Indian Computer Emergency Response Team (CERT-In): The national agency for cyber incident response, advisories and coordination under Section 70B.
    4. Grievance Appellate Committees: Constituted in 2023 under the 2021 Rules to hear user appeals against a platform’s content decision.
    5. Information Security Education and Awareness programme: Builds capacity and public awareness on safe digital practices.
    6. Digital India programme: The umbrella mission for digital infrastructure, services and literacy under which the intermediary framework operates.

    Key Facts about Online Speech Regulation in India

    1. Significant social media intermediary: A platform with more than 50 lakh registered users in India, which carries the additional obligations under the 2021 Rules.
    2. Removal timelines: 36 hours for a court order or government notice, 24 hours for non consensual intimate imagery, and 72 hours for information sought by an authorised agency.
    3. Compliance officers: A chief compliance officer, a nodal contact person and a resident grievance officer must be appointed by significant platforms.
    4. Landmark ruling: Shreya Singhal v. Union of India (2015) struck down Section 66A and read down Section 79(3)(b).
    5. Follow up ruling: People’s Union for Civil Liberties v. Union of India (2021) directed States to stop registering cases under the struck down Section 66A.
    6. Internet shutdowns: India records among the highest numbers of Internet shutdowns in the world, and Anuradha Bhasin v. Union of India (2020) required shutdown orders to be published and periodically reviewed.
    7. Fact check unit: The government fact check unit under the 2023 amendment was struck down by the Bombay High Court in 2024.

    Challenges in Regulating Online Speech in India

    1. No independent oversight of removals: The executive is the issuing authority, the reviewing authority and the beneficiary of a takedown, e.g. review committees under the 2009 Blocking Rules are composed entirely of government officers.
    2. Scale of misinformation: Removal cannot keep pace with coordinated falsehood on closed messaging groups, e.g. the lynchings triggered by forwarded rumours in 2018, after which a limit on message forwards was introduced.
    3. Vague statutory grounds: Terms such as public order and decency are applied without a defined test, e.g. Section 66A was struck down in 2015 precisely for that vagueness, yet similar phrasing survives in the 2021 Rules.
    4. Encryption against traceability: A traceability mandate cannot be met without weakening security for every user, e.g. the challenge by WhatsApp to Rule 4(2) of the 2021 Rules pending before the Delhi High Court.
    5. Capacity of enforcement agencies: Police and prosecutors lack the technical training to distinguish unlawful speech from lawful criticism, e.g. arrests for social media posts continued under Section 66A for six years after it ceased to exist.
    6. Economic dependence of platforms: A large user market gives the state leverage that no legal safeguard offsets, e.g. TikTok’s restoration in Pakistan in 2021 only after it accepted content conditions.
    7. Absence of transparency data: Neither the number nor the grounds of Section 79(3)(b) notices are published, e.g. platform transparency reports record aggregate requests without disclosing the legal basis of each.

    Way Forward

    1. Require a reasoned order: Mandate that every notification under Section 79(3)(b) record the specific Article 19(2) ground and the material relied on.
    2. Notify the user: Require the intermediary to serve the ground of removal on the person who posted the content, so that a challenge becomes possible.
    3. Publish takedown statistics: Require the government and platforms to publish the number, source and legal ground of takedown notices at fixed intervals.
    4. Independent review: Reconstitute the review committee under the blocking rules with non official members, including a retired judge and a technical expert.
    5. Centralise issuing authority: Restrict the power to issue notices to a designated senior officer, ending the dispersal created by portal based issuance.
    6. Statutory appeal: Provide a time bound appeal against a takedown to a tribunal, rather than leaving writ jurisdiction as the only route.
    7. Codify proportionality: Write the least restrictive means test from Anuradha Bhasin into the rules, so that suspension of reach or a geographic block is preferred to full removal.

    Matching Previous Year Question

    “[2013, GS2, 10 marks] Discuss Section 66A of IT Act, with reference to its alleged violation of Article 19 of the Constitution.”

  • [15th August 2026] The Hindu OpED: [Financial femocracy, the Jan Dhan transformation]

    PYQ Relevance
    [UPSC 2016]     Pradhan Mantri Jan-Dhan Yojana (PMJDY) is necessary for bringing unbanked to the institutional finance fold. Do you agree with this for financial inclusion of the poorer section of the Indian society? Give arguments to justify your option.
    Linkage: The PYQ tests whether PMJDY has translated bank-account access into substantive financial inclusion for the poor. The article extends the PYQ by examining the shift from account ownership to actual usage of savings, credit and insurance.

    Mentor’s Comment

    The Pradhan Mantri Jan Dhan Yojana (PMJDY) completed twelve years on Independence Day 2026, having crossed 58 crore accounts with deposits of about ₹3 lakh crore. The milestone exposes the distance between owning a bank account and actually using savings, credit and insurance through it.

    What is the Pradhan Mantri Jan Dhan Yojana (PMJDY)?

    1. About: National financial inclusion mission announced from the ramparts of the Red Fort on 15 August 2014 and formally launched at Vigyan Bhawan on 28 August 2014.
    2. Core entitlement: Every household in India was to have a bank account, a RuPay debit card and insurance cover.
    3. Zero balance design: The account can be opened and held without any minimum balance requirement.
    4. Credit attachment: An overdraft facility of up to ₹10,000 is attached to the account so that it functions as more than a deposit box.
    5. Administering authority: The Department of Financial Services, Ministry of Finance, runs the scheme through public and private sector banks.

    What is Antyodaya?

    1. Definition: The principle that the most deprived person is the most deserving claimant on the fruits of development.
    2. Origin: The concept was propounded by both Mahatma Gandhi and Deendayal Upadhyaya.

    What is the JAM trinity?

    1. Definition: The linking of Jan Dhan bank accounts, Aadhaar digital identity and Mobile connectivity into one delivery rail.
    2. Function: It allows a government payment to reach a verified individual account without passing through any intermediate handling point.

    What is Direct Benefit Transfer (DBT)?

    1. Definition: The transfer of a subsidy or entitlement directly into the beneficiary’s bank account instead of through a physical distribution chain.
    2. Purpose: It removes the intermediate custody points at which cash and commodity leakage historically occurred.

    What is Digital Public Infrastructure (DPI)?

    1. Definition: Publicly governed digital rails for identity, payments and data sharing on which both government and private services are built.
    2. The Indian stack: Aadhaar supplies identity, the Unified Payments Interface (UPI) supplies payments, and Jan Dhan accounts supply the account layer.

    Why did political independence not deliver financial access to millions of Indians?

    1. A distant formal system: Decades after 1947, a bank account, formal credit, insurance and a reliable channel to receive government support could not be taken for granted.
    2. Leakage in delivery: A former Prime Minister acknowledged that when a rupee was sent from Delhi, only 15 paise reached the intended recipient.
    3. No delivery address: Without an account, a citizen had no address to which government money could be sent directly.
    4. Exclusion by balance: Minimum balance requirements made the formal banking system unusable for people whose incomes were small and irregular.
    5. Incomplete freedom: Political freedom remains incomplete where a citizen cannot save securely, receive money directly or reach the institutions through which economic opportunity flows.

    Why is access to formal finance treated as a responsibility of the state?

    1. The Chanakya formulation: The launch invoked Sukhasya moolam dharmah, Dharmasya moolam artha, Arthasya moolam rajyam, that the root of happiness is dharma, the root of dharma is artha, and the root of artha is the state.
    2. The claim it carries: Economic means are fundamental to human well being, so creating access to those means is a state obligation and not a discretionary favour.
    3. The Antyodaya test: The architecture was built on the rule that the last person in the queue should not remain outside the system.
    4. Entry point, not benefit: The account was designed as an entry point into the formal economy, not as one more transfer to be received.
    5. A second independence: Sixty seven years after 1947, financial and digital literacy was placed at the centre of the Independence Day address as unfinished national business.

    How was the Jan Dhan account designed so that the poorest could keep it?

    1. No entry cost: The zero balance account meant that having little money was no longer a reason to stay outside the banking system.
    2. A usable instrument: The RuPay debit card converted the account from a passbook into a transacting instrument.
    3. Small credit line: The overdraft facility gave the holder a formal alternative to the moneylender for a consumption shortfall.
    4. Embedded insurance: A ₹2 lakh accident insurance cover was attached to the RuPay card without a separate premium payment.
    5. Household unit: Coverage was defined at the household level, so the target was universality rather than a beneficiary list.

    What do twelve years of numbers show about the scale of the first step?

    1. Account base: The scheme had crossed 58 crore accounts by July 2026.
    2. Deposits held: Balances in these accounts run into about ₹3 lakh crore.
    3. Women’s share: More than half of all Jan Dhan accounts are held by women.
    4. Geographic spread: Roughly three fourths of the accounts are in rural and semi urban areas.
    5. Average balance: The two figures together imply an average balance of about ₹5,200 per account.

    How did a bank account become the first layer of a national digital infrastructure?

    1. First layer of JAM: Jan Dhan supplied the account layer on which Aadhaar identity and mobile connectivity were stacked.
    2. A direct channel: Once accounts were linked to identity and mobile, the government gained a direct route through which benefits could reach a named individual.
    3. Transformed transfers: This changed what Direct Benefit Transfer could actually do, from a pilot idea to the default mode of payment.
    4. Continuity with UPI: The same infrastructure carried the Unified Payments Interface into everyday retail payments.
    5. Cross border reach: A merchant accepting a UPI payment in France in 2026 and a first time account holder of 2014 sit on the same financial infrastructure.

    Does opening accounts amount to financial inclusion?

    1. The ownership side: With 58 crore accounts and near universal household coverage, the question of formal access has been settled.
    2. The usage side: Financial inclusion means participation in savings, payments, credit, insurance and economic opportunity, which an account count does not measure.
    3. What the balances say: An average balance of about ₹5,200 indicates that the account works mainly as a receiving channel rather than as a savings instrument.
    4. The credit gap: The overdraft remains the least used component of the design, so formal credit has not displaced the informal lender for most holders.
    5. Dormancy: Close to a fifth of Jan Dhan accounts have been reported inoperative, which means the rail exists but is not always carrying traffic.

    Why does a bank account function as a marker of identity?

    1. Recognition with respect: The account gave people from marginalised sections a formal record of existence that the system had rarely offered them.
    2. Visibility: It made those on the periphery visible and counted within the financial system.
    3. The scheme’s own framing: The tagline Mera khaata, bhagya vidhata, my account the destiny maker, states the claim that the account itself changes standing.
    4. Forward link: Financial inclusion is now positioned as an input into the Viksit Bharat 2047 goal.

    What are the challenges to the Pradhan Mantri Jan Dhan Yojana?

    1. Inoperative accounts: A large share of accounts records no customer induced transaction for long periods, e.g. the Finance Ministry ran a nationwide fresh KYC drive in 2024 covering roughly 11 crore inoperative Jan Dhan accounts.
    2. Overdraft under use: Banks sanction the overdraft to a small fraction of eligible holders because these borrowers carry no credit score, e.g. lenders treat a zero balance account with irregular inflows as an unscorable credit risk.
    3. Last mile agent viability: Business correspondents earn thin commissions on low value transactions, e.g. Bank Mitras in remote blocks handle deposits too small to cover travel and cash carrying costs.
    4. Duplicate accounts: The 2014 enrolment drive produced multiple accounts per household, e.g. families opened a second account to capture the accident cover, inflating the headline count.
    5. Unclaimed insurance: The accident cover lapses through ignorance of its conditions, e.g. holders do not know the RuPay card must have been used within a qualifying period before the accident for the claim to stand.
    6. Misuse of dormant accounts: Idle zero balance accounts are rented out as conduits for fraud proceeds, e.g. mule account networks flagged by the Indian Cyber Crime Coordination Centre have used dormant no frills accounts.

    Conclusion

    Twelve years of Jan Dhan have settled the question of access and left the question of use open. The visible achievement is 58 crore accounts; the durable one is the rail that now carries Direct Benefit Transfer and UPI. The unfinished work is converting a receiving account into a working relationship with savings, credit and insurance.

    Back2Basics:

    What is Financial Inclusion?

    1. About: Financial inclusion is the delivery of banking, payment, credit, insurance and pension services to every section of society at an affordable cost.
    2. Rationale: Exclusion from formal finance forces households into informal credit at punitive rates and denies the state a clean channel to transfer entitlements.
    3. Access: The first dimension is the availability of a formal account and a service point within reach of the household.
    4. Usage: The second dimension is the actual frequency and depth of transactions, savings and borrowing through that account.
    5. Quality: The third dimension covers consumer protection, grievance redress and financial literacy, and it is the dimension the Reserve Bank of India Financial Inclusion Index weights lowest.

    Laws and Rules Governing Financial Inclusion in India

    1. Reserve Bank of India Act, 1934: Establishes the central bank and its power to direct banking policy, including branch authorisation and priority sector norms.
    2. Banking Regulation Act, 1949: Governs the licensing and conduct of banks, and is the basis for the Basic Savings Bank Deposit Account norms that permit zero balance accounts.
    3. Aadhaar Act, 2016: Section 7 permits the use of Aadhaar authentication as a condition for receiving a subsidy or benefit funded from the Consolidated Fund of India.
    4. Payment and Settlement Systems Act, 2007: Gives the Reserve Bank authority to regulate payment systems, and is the legal basis for the National Payments Corporation of India operating UPI, RuPay and the Aadhaar Enabled Payment System.
    5. Prevention of Money Laundering Act, 2002 and Rules: Prescribe the customer identification and record keeping obligations that govern account opening and periodic verification.

    Pradhan Mantri Jan Dhan Yojana

    1. Ministry or Department: Ministry of Finance, Department of Financial Services.
    2. Launch year: 2014, announced on 15 August and launched on 28 August.
    3. Aims and objectives: Financial inclusion through zero balance accounts, insurance, overdraft and micro pension, forming the first leg of the JAM trinity.
    4. Targeted beneficiaries: Unbanked adults, with a household level coverage target.
    5. Key features: Basic Savings Bank Deposit accounts, an overdraft of up to ₹10,000, an accident cover of ₹2 lakh, and RuPay and Aadhaar Enabled Payment System interoperability.
    6. Record: The scheme holds a Guinness World Record for the most bank accounts opened in a single week during its 2014 rollout.

    Government Initiatives for Financial Inclusion

    1. Pradhan Mantri Jeevan Jyoti Bima Yojana: Renewable one year life cover for account holders aged 18 to 50 at a low annual premium.
    2. Pradhan Mantri Suraksha Bima Yojana: Accident death and disability cover for account holders aged 18 to 70 at a nominal annual premium.
    3. Atal Pension Yojana: Guaranteed minimum pension for unorganised sector workers, delivered through the same bank accounts.
    4. Pradhan Mantri Mudra Yojana: Collateral free institutional credit to micro enterprises under the Shishu, Kishore and Tarun categories.
    5. Stand Up India: Bank loans for greenfield enterprises promoted by Scheduled Caste, Scheduled Tribe and women entrepreneurs.
    6. PM SVANidhi: Working capital loans to street vendors, extending formal credit to a category with no collateral.

    Key Facts about Financial Inclusion in India

    1. JAM as a term: The JAM trinity entered official vocabulary through the Economic Survey that followed the launch of Jan Dhan.
    2. Financial Inclusion Index: The Reserve Bank publishes an annual composite index built on Access, Usage and Quality, with Usage carrying the largest weight.
    3. Priority Sector Lending: Scheduled commercial banks must direct 40 per cent of adjusted net bank credit to priority sectors, including weaker sections.
    4. Payments banks: A separate bank category was licensed to accept small deposits and offer payments without lending, expanding the service point network.
    5. Aadhaar Enabled Payment System: It allows cash withdrawal at a business correspondent point using fingerprint authentication alone, without a card or a branch.

    Challenges in Financial Inclusion in India

    1. Thin rural service points: Banking outlets remain concentrated in towns, e.g. aspirational districts in central India depend on a single business correspondent covering several villages.
    2. Low insurance penetration: Micro insurance uptake stays low despite nominal premiums, e.g. renewal rates for the low cost life and accident schemes fall sharply after the first auto debit year.
    3. Weak grievance redress: New account holders rarely reach an effective complaint channel, e.g. unauthorised debit complaints from rural holders often stop at the branch level and never reach the Banking Ombudsman.
    4. Connectivity failures: Authentication depends on network availability, e.g. Aadhaar Enabled Payment System withdrawals fail in hilly and forest blocks where mobile data is intermittent.
    5. Financial literacy gap: Holders do not understand interest, penalty and claim conditions, e.g. overdraft users treat the limit as a grant rather than as a loan carrying interest.
    6. Gendered control of accounts: Women hold accounts that male household members operate, e.g. transfers under women centred schemes are frequently withdrawn by another family member at the agent point.

    Way Forward

    1. Shift the metric: Measure the scheme on transaction frequency, credit uptake and insurance claims settled rather than on accounts opened.
    2. Build alternative credit scoring: Use account transaction history and Account Aggregator consented data to underwrite the overdraft for holders with no formal credit record.
    3. Fix agent economics: Revise business correspondent commissions to reflect distance and transaction cost so that remote service points remain viable.
    4. Run a dormancy clearance cycle: Institutionalise periodic verification and reactivation drives instead of one off campaigns.
    5. Embed literacy in delivery: Attach a short standardised explanation of overdraft interest and insurance claim conditions to every account and card issued.
    6. Harden the rail against misuse: Apply transaction pattern monitoring to dormant zero balance accounts to detect mule account recruitment early.