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  • Minister in RS: Potential conflict of interest in RDI Fund disbursement

    Why in the News

    The Science and Technology Minister told the Rajya Sabha (RS) on 30 July that seven members of a fund’s investment committee held personal stakes in at least 15 companies later selected to receive money from the Research, Development and Innovation (RDI) Fund. The disclosure shows the fund’s own safeguard against conflict of interest existed only on paper, since the government could not confirm whether the affected members recused themselves from those decisions.

    How does the RDI Fund disburse money?

    1. Purpose: The RDI Fund is a Rs 1 lakh crore corpus created by the Centre last year to provide long term, low cost financing to the private sector for research, development and innovation, particularly in high priority areas such as deep tech.
    2. Channel: The money is not disbursed directly. It flows through designated Second Level Fund Managers (SLFMs), organisations empowered to invest in private companies through equity, debt or a mix of both.
    3. Current SLFMs: The Technology Development Board (TDB), under the Department of Science and Technology, and the Biotechnology Industry Research Assistance Council, under the Department of Biotechnology, are currently functioning as SLFMs.
    4. Vetting step: Every SLFM must maintain an investment committee. The committee assesses and vets investment proposals from private companies before any RDI Fund disbursement is approved.

    What did the disclosure in Parliament reveal?

    1. Scale: Seven members of the TDB’s investment committee were named as holding personal investments in at least 15 entities separately selected to receive RDI Fund money.
    2. Policy on paper: The Minister said the TDB has a conflict of interest policy for investment committee members but did not specify its content or confirm whether it was followed in these cases.
    3. Guideline language: The RDI scheme’s implementation guidelines require the investment panel to be constituted in a way that avoids potential conflicts of interest, and require SLFMs to ensure no conflict arises in the choice of projects.
    4. Acknowledged risk: The guidelines themselves flag the likelihood of domain experts on an investment committee also being investors in the ideas and companies they assess.
    5. Unanswered question: The government’s response did not clarify whether the named members took part in decisions selecting companies they had invested in, or whether they recused themselves.

    Why does a stated conflict of interest policy fail to reassure?

    1. Undisclosed content: A policy whose text and enforcement record are not placed in the public domain cannot be verified by Parliament or the public.
    2. Structural design flaw: Recruiting domain experts, who by definition work in the same sector as the startups being funded, builds the possibility of conflict into the investment committee’s composition itself.
    3. Reactive disclosure: The information became public only because a Rajya Sabha member specifically asked for it, not because the government or the TDB disclosed the stakes on its own.
    4. No recusal record: Without a public record of recusal, a conflict of interest policy functions as a stated intention rather than an enforced rule.

    What are the challenges to conflict of interest management in the RDI Fund?

    1. No central registry: With disbursal spread across multiple SLFMs, there is no single public registry tracking investment committee members’ personal stakes across all participating institutions.
    2. Small expert pool: Deep tech and frontier research fields draw on a narrow pool of domain experts, which raises the odds that any given panel will include stakeholders in the sector it is vetting.
    3. Scale of exposure: As the RDI Fund’s Rs 1 lakh crore corpus is progressively deployed, an unaddressed conflict of interest risks recurring at a far larger scale than the 15 companies disclosed so far.
    4. Weak parliamentary oversight: Parliament’s scrutiny in this case was confined to a written question and answer, without an independent audit of the investment committee’s decisions.
    5. Precedent risk: Confidence in the fund’s neutrality among companies that were not selected depends on conflicts being addressed transparently, not merely acknowledged.

    Conclusion

    The RDI Fund’s design assumed that a stated conflict of interest policy and a warning in its guidelines would keep evaluators and beneficiaries separate. The Rajya Sabha disclosure shows that assumption has already failed in at least 15 cases, and the government has not clarified whether any safeguard was actually applied. What remains unresolved is whether recusal was followed in practice, a question Parliament has not yet forced the government to answer.

    Back2Basics:

    RDI Fund

    1. Approved by the Union Cabinet in 2025 as a Rs 1 lakh crore corpus to finance private sector research, development and innovation, especially in strategic and sunrise sectors.
    2. Anchored under the Department of Science and Technology, with the Anusandhan National Research Foundation providing overall research policy coordination.
    3. Designed to provide long term, low cost financing, distinct from grant based research funding.
    4. Disbursed through Second Level Fund Managers such as the Technology Development Board and the Biotechnology Industry Research Assistance Council, each running its own investment committee.

    PYQ Relevance

    [UPSC 2018] What is meant by conflict of interest? Illustrate with examples, the difference between the actual and potential conflicts of interest.

    Linkage: The PYQ examines the concept of conflict of interest in public decision-making and governance. The article highlights potential conflicts in the RDI Fund’s investment process and the importance of transparency, disclosure, and recusal.

  • The next DPI: how India can commoditise AI

    Why in the News

    India built its identity, payments and data systems as free, interoperable public infrastructure, and the same approach is now being proposed for artificial intelligence (AI). The proposal argues that India should target the cost of running AI models rather than compete with global technology companies to build them, since it cannot win a capital race against firms that already dominate frontier model training. It comes as India remains a net importer of finished intelligence despite supplying a large share of the data, talent and engineering behind the world’s leading AI models.

    What is Digital Public Infrastructure (DPI)?

    1. Digital Public Infrastructure: Digital Public Infrastructure (DPI) refers to open, interoperable digital systems, built and standardised by the state, on which private companies and citizens can build services.
    2. India’s stack: India’s DPI stack combines Aadhaar for identity, the Unified Payments Interface (UPI) for payments, and the Data Empowerment and Protection Architecture (DEPA), operationalised through Account Aggregators, for consent based data sharing.
    3. Design principle: In each case, the state built the underlying protocol and made it free or near free to use, while private companies compete on the applications built on top of it.

    What made India’s identity, payments and data stack globally distinctive?

    1. Identity at scale: Aadhaar enrolled 1.4 billion people and turned identity verification from an expensive paper process into a low cost application programming interface (API) call.
    2. Payments at scale: UPI made digital payments effectively free, processing around 20 billion transactions a month at near zero cost.
    3. Cheap data: The cost of one gigabyte of mobile data in India fell from about $4 in September 2016 to under 30 cents by 2019, after one telecom operator absorbed the fixed cost of a nationwide 4G network and priced at marginal cost, forcing competitors to match.
    4. Scale of adoption: Roughly 500 million people came online within five years of that price fall, powering India’s digital payments, startup and direct benefit transfer ecosystem.

    What is the extractive trade India faces in artificial intelligence?

    1. India’s contribution: India supplies an outsized share of the data, engineering talent and research behind the world’s leading AI models, with its universities and diaspora furnishing a large share of the research talent behind major laboratories.
    2. India’s import bill: Indian startups must rent that same intelligence back as dollar priced API tokens, subject to export controls and hosted on servers outside the country, on terms set outside India.
    3. Historical parallel: The pattern mirrors colonial era trade, where raw cotton was shipped out and finished cloth bought back at a markup.

    What are the pillars of India’s proposed AI token economy?

    1. Compute: The IndiaAI Mission, backed by an outlay of about Rs 10,372 crore, has empanelled private cloud providers to onboard over 38,000 graphics processing units (GPUs), with a target of 100,000, letting eligible startups and researchers access compute at about Rs 65 per GPU hour.
    2. Open models: The proposal calls for any AI model built using state subsidised compute or public datasets, including anonymised legal, agricultural and educational data in India’s 22 official languages, to be released under an open weights licence, so private companies compete on applications rather than owning the underlying model.
    3. Distribution: A proposed Unified Intelligence Interface (UII), styled as a UPI for AI, would be an open, standardised gateway through which any application could call any model, sovereign or private, with shared standards for identity, consent, billing and safety.

    What do other countries’ digital infrastructure models show about India’s combination?

    1. Estonia: Estonia operates a world class digital identity system but has no payments rail comparable to UPI.
    2. Brazil: Brazil’s Pix is a free, widely used instant payments rail, but it functions as a standalone system without an equivalent identity or data sharing layer.
    3. Singapore: Singapore runs Singpass for digital identity and SGFinDex for consolidated financial data access, built as separate systems rather than one integrated stack.
    4. European Union: The European Union has built open banking and data portability rules, but has not combined them with a single free national identity or payments system.
    5. India’s distinction: India’s claim to leadership rests specifically on operating identity, payments and data sharing as one interoperable public stack, a combination no other country has built at the same scale.

    Can the model that crashed the price of data work the same way for artificial intelligence?

    1. Different economics conceded: The proposal itself concedes that India cannot win a capital race against global technology companies in training frontier AI models, since that race rewards the scale of capital already held by a small number of firms.
    2. Recalibrated target: It argues the correct target is instead the cost of running, or making inferences from, existing models, treating inference cost the way earlier reforms treated the cost of data and transactions.
    3. Untested assumption: Unlike telecom spectrum or a payments protocol, frontier AI models require continuous retraining and enormous ongoing compute investment, so a one time cost crash of the kind seen in mobile data may not hold for long in AI.

    What are the challenges to India’s proposed AI token economy?

    1. Hyperscaler capital gap: Global technology companies that already dominate frontier model training can subsidise inference pricing far below what India’s compute base can match, even after the mission scales to 100,000 GPUs.
    2. Open weights disincentive: A mandatory open weights licence for any model built on subsidised compute or public data could discourage private investment in cutting edge model development within India, since firms could not fully capture the returns.
    3. Power and grid constraints: Data centre clusters need dedicated, reliable electricity and transmission capacity, and India’s grid planning does not yet treat AI compute load as a distinct category to plan for.
    4. Chip supply dependence: Scaling to 100,000 GPUs depends on continued access to export controlled semiconductors, mostly manufactured outside India, exposing the plan to global chip supply and export control decisions beyond its control.
    5. Data privacy exposure: Aggregating public datasets such as legal rulings, health records and agricultural data for AI training raises consent and privacy questions that a data protection framework would need to resolve first.
    6. Subsidy sustainability: A national freemium token model, funded partly by diverting subsidy allocations, risks being gamed by ineligible users or becoming fiscally unsustainable if adopted at the scale the proposal envisions.

    Conclusion

    India’s identity, payments and data systems became cheap because the state built the rails and let market competition crash the price on top of them. The proposal argues the same design can make artificial intelligence inference cheap, provided India targets running costs rather than the unwinnable race to train frontier models. Whether India’s power capacity, chip access and open weights mandate can support that shift remains unresolved.

    Back2Basics

    IndiaAI Mission

    1. Ministry: The IndiaAI Mission is administered by the Ministry of Electronics and Information Technology (MeitY).
    2. Approval: It was approved by the Union Cabinet in March 2024 with an outlay of about Rs 10,372 crore.
    3. Aim: It aims to build public private compute infrastructure, support indigenous foundational AI models, and expand access to AI applications, skilling and startup financing.
    4. Structure: The mission is organised around pillars covering compute infrastructure, foundational models, datasets platforms, application development, skilling, startup financing, and safe and trusted AI.

    AI Token Economy

    The AI token economy or tokenomics is a new financial framework where tokens (the basic units of text, audio, or visual data that AI models process) function as the foundational currency of digital work, computation, and enterprise spending.

    Core Mechanics of AI Tokens

    1. The Atomic Unit: Unlike traditional software priced by user seats or flat subscriptions, AI is metered and billed per inferential act (input and output tokens).
    2. Conversion Rate: Roughly 1,500 English words equal about 2,048 tokens, varying by model. Every prompt, background system instruction, and retrieved file consumes this resource.
    3. Macro Indicator: Macroeconomists track token volume like kilowatt-hours or steel production to measure digital output and productivity across industries.

  • Temporary respite: On the June 2026 data for the Index of Industrial Production

    Why in the News

    India’s Index of Industrial Production (IIP) grew 7.3% in June 2026, its highest rate in 23 months, defying headwinds from the West Asia crisis and a deficient monsoon. The strength rests on a low statistical base and seasonal drivers rather than a broad based revival in demand, leaving government led capital expenditure as the only consistent engine still carrying growth.

    What is the Index of Industrial Production (IIP)?

    1. Publisher and purpose: The National Statistical Office (NSO), under the Ministry of Statistics and Programme Implementation (MoSPI), compiles and releases the IIP every month to track short term changes in the volume of industrial output.
    2. Sectoral composition: The index covers three sectors, mining, manufacturing and electricity, with manufacturing carrying the dominant weight.
    3. Use based classification: IIP output is also classified by end use into primary goods, capital goods, intermediate goods, infrastructure and construction goods, consumer durables and consumer non durable goods.
    4. Base year: The current series is based on 2011 12 prices, and the government has been working toward a revised base year series to better reflect the economy’s present industrial structure.

    What drove June’s industrial growth?

    1. Manufacturing push: Manufacturing accelerated on a dual boost from domestic and external demand, with consumer durables growth staying above 7% for a second straight month and non durable goods growth quickening to a six month high.
    2. Export demand: Commerce Ministry data showed merchandise exports growing 15.5% in June, pointing to external demand.
    3. Capital goods: The capital goods sector posted double digit growth, its eighth such month in the last ten.
    4. Electricity and mining: Electricity generation grew at its highest rate in 25 months due to a heat wave, and mining snapped a four month contraction streak.

    Why is June’s growth read as a temporary respite rather than a turnaround?

    1. Low base effect: Part of the headline growth reflects a low base, since industrial performance in June last year was the worst in nearly a year.
    2. Seasonal drivers: Electricity growth was tied to a heat wave and mining’s rebound is expected to reverse once the monsoon disrupts mining activity, meaning both gains are seasonal rather than structural.
    3. Single engine dependency: Capital creation led mainly by the government has been the only consistent growth engine in the post pandemic years, while exports and domestic consumption remain too uncertain to reliably carry growth on their own.

    What are the challenges to sustaining India’s industrial growth momentum?

    1. Deficient monsoon: Economists have warned that the monsoon shortfall will hit rural demand in the coming months, weakening consumer facing sectors again.
    2. Oil price volatility: Fading hopes of a ceasefire in West Asia are driving volatility in oil prices, sending uncertainty through import costs and the current account.
    3. Fiscal balancing act: Government capital expenditure must keep firing even as other fiscal pressures mount, straining the budget math that supports this single growth engine.
    4. Subdued private investment: Private sector capital formation has lagged behind government led investment, so a broad based private capex cycle has not yet taken hold despite improved capacity utilisation.
    5. Export vulnerability: Merchandise export gains remain exposed to tariff action by major trading partners, a risk that could reverse external demand support quickly.
    6. Consumption deferral: If uncertainty persists, planned investments would remain pending, purchases would be deferred, and savings would increasingly overshadow consumption, weakening demand further.

    Conclusion

    June’s industrial growth numbers do not indicate a durable turnaround. Government capital expenditure remains the only consistent engine, and it must keep firing while a deficient monsoon and volatile oil prices weigh on rural demand and input costs. If external conditions stay unfavourable, the government will need additional levers beyond capital expenditure to sustain the recovery.

    Back2Basics

    The Index of Industrial Production (IIP)

    1. It is a key macroeconomic indicator that measures short-term changes in the volume of industrial output across sectors like manufacturing, mining, and electricity.
    2. It is compiled and published monthly by the National Statistical Office (NSO) with a six-week time lag.

    Key Features and Updates

    1. Base Year: Updated to 2022-23 = 100, replacing the older 2011-12 series.
    2. Expanded Coverage: Now tracks 1,042 products across 463 item groups, incorporating broadened segments like gas supply, water supply, sewerage, and waste management.
    3. Core Industries: Eight core infrastructure industries (refinery products, electricity, steel, coal, crude oil, natural gas, cement, and fertilizers) make up over 40% of the total IIP weight.

    PYQ Relevance

    [UPSC 2012] In India the overall Index of Industrial Production, the Indices of Eight Core Industries have combined weight of 37.90%.

    Which of the following are among those Eight Core Industries? 1. Cement 2. Fertilizers 3. Natural Gas 4. Refinery products 5. Textiles

    Select the correct answer using the code given below: (a) 1 and 5 only (b) 2, 3 and 4 only (c) 1, 2, 3 and 4 only (d) 1, 2, 3, 4 and 5

    Answer: (c)

  • Govt on UN Rapporteurs SIR concern: Due process followed

    Why in the News

    The Union government told the Rajya Sabha on 30 July that the Special Intensive Revision (SIR) of electoral rolls was carried out by following due process of law without prejudice to any group or community. The reply came almost three months after three United Nations (UN) Special Rapporteurs wrote to the government raising concern over large scale deletion of electors and alleged discrimination through the exercise.

    How does the Special Intensive Revision work?

    1. Enumeration: Booth level officers distribute and collect enumeration forms from every elector in the area under revision, requiring proof of citizenship, age and ordinary residence rather than relying only on the existing electoral roll entry.
    2. Draft roll: Once forms are collected and verified, the Election Commission of India (ECI) publishes a draft electoral roll reflecting the revised list of electors.
    3. Claims and objections: Electors and political parties can file claims for inclusion or objections to entries during a specified window before the roll is finalised.
    4. Final roll: The ECI publishes the final electoral roll after disposing of claims and objections, and this roll is used for elections held after that date.

    Who are UN Special Rapporteurs?

    1. Independent experts appointed by the UN Human Rights Council to examine and report on specific human rights themes or country situations.
    2. They do not represent the UN as an institution, and their communications, including the one on the SIR, carry no binding legal authority over member states.

    What did the Special Rapporteurs allege?

    1. Scale of deletion: The communication raised concern over large scale deletion of electors from the rolls during the SIR exercise.
    2. Discrimination claim: It alleged the exercise had a discriminatory effect on specific groups or communities.
    3. Delay in response: The government’s reply came nearly three months after the communication was received, and only after the matter was raised in the Rajya Sabha.

    Why is a due process claim not enough to settle the matter?

    1. No numbers offered: The government’s reply asserted due process was followed but did not place before Parliament the actual scale of deletions the Special Rapporteurs had flagged.
    2. Parallel legal challenges: The same deletions remain under separate examination in pending petitions before the Supreme Court, meaning the due process claim is being tested in a forum whose outcome is still open.
    3. International scrutiny continues: A reply to Parliament does not close the UN communication, which remains part of the Human Rights Council’s special procedures record regardless of the government’s domestic response.
    4. Verification burden: Requiring citizenship and residence documents from every elector shifts the burden of proof onto individuals, affecting poor, migrant and undocumented voters more than others, the groups the Special Rapporteurs’ discrimination claim centres on.

    What are the challenges to the Special Intensive Revision?

    1. Documentation burden: Migrant workers, the poor and the elderly are least likely to hold the specific documents demanded, raising the risk of wrongful exclusion rather than genuine deduplication.
    2. Timeline pressure: Conducting a house to house enumeration across a state within a compressed window increases the chance of errors by booth level officers working under time pressure.
    3. Appeal window adequacy: A short claims and objections period limits the time available for a wrongly excluded elector to be restored to the rolls before an election is notified.
    4. Judicial pendency: With petitions challenging the SIR still pending before the Supreme Court, the exercise continues in several states even as its legal validity remains undecided.
    5. Reputational cost: Simultaneous scrutiny from Parliament, the courts and UN human rights mechanisms complicates the government’s ability to present the exercise as procedurally settled.

    Conclusion

    The government’s due process claim does not resolve the dispute over the SIR. The scale of the deletions remains undisclosed, petitions challenging the exercise remain pending before the Supreme Court, and the UN communication remains on record with no reply addressing its specific numbers. The next milestone is the Supreme Court’s disposal of the pending petitions, which will determine whether the due process claim withstands judicial scrutiny.

    Back2Basics:

    Special Intensive Revision (SIR)

    1. An intensive, house to house revision of electoral rolls conducted by the Election Commission of India under its powers over preparation and revision of electoral rolls, distinct from the routine annual summary revision.
    2. Requires fresh verification of every elector’s citizenship, age and ordinary residence rather than a review limited to additions and deletions since the last roll.
    3. The current round began in Bihar and has since been extended to other states ahead of scheduled elections.
    4. Political parties and civil society groups have challenged aspects of the exercise before the Supreme Court, citing the risk of wrongful deletion.

    Special Summary Revision (SSR)

    1. SSR is the routine, annual exercise conducted by the ECI to update existing voter lists.
    2. How it works : Unlike SIR, it does not mandate a door-to-door check for every single person. It mostly relies on citizens voluntarily submitting online or offline applications for fresh registration, deletion, or corrections.
    3. Purpose : Accommodating newly eligible young voters (who just turned 18) and making minor changes before an ordinary election cycle.

    Continuous Revision (CR)

    1. Continuous revision runs constantly between the conclusion of a summary revision and the announcement of the next major election.
    2. How it works : The voter list remains open dynamically. Eligible citizens can use the ECI’s Voter Service Portal or Voter Helpline App to update their addresses or register at any point in the year

    PYQ Relevance

    [UPSC 2024] Examine the need for electoral reforms as suggested by various committees with particular reference to “one nation-one election” principle.

    Linkage: The PYQ examines electoral reforms and measures to strengthen the integrity of the electoral process. The article analyses the Special Intensive Revision (SIR), highlighting concerns over voter roll verification, inclusion, and electoral fairness.

  • [31st July 2026] The Hindu OpED: The Bay of Bengal as India’s SHANTI anchor

    PYQ Relevance
    [UPSC 2022]     What are the maritime security challenges in India? Discuss the organisational, technical and procedural initiatives taken to improve the maritime security.
    Linkage: It examines India’s maritime security challenges and initiatives to strengthen regional maritime governance.The article analyses SHANTI as India’s new framework to enhance maritime cooperation, security, and resilience in the Bay of Bengal through BIMSTEC.

    Mentor’s Comment

    The External Affairs Minister introduced Securing Holistic Advancement through Norms, Trust and Integrity (SHANTI) on 13 July while launching India’s candidature for the United Nations Security Council (UNSC) 2028-29 term, naming the Bay of Bengal as the region to operationalise it first. The framework arrives in a region where growing naval and infrastructure capacity has outpaced any shared set of maritime norms among its littoral states.

    What is SHANTI?

    1. Full form and origin: SHANTI stands for Securing Holistic Advancement through Norms, Trust and Integrity, introduced on 13 July alongside India’s UNSC candidature announcement.
    2. Lineage: It builds on Security and Growth for All in the Region (SAGAR), articulated in 2015 around the idea of equity in development, and Mutual and Holistic Advancement for Security and Growth Across Regions (MAHASAGAR), announced in 2025 to widen that vision to the interconnectedness of security across the Indo Pacific and the Global South.
    3. Function: SHANTI is presented as a normative framework, offering shared principles for maritime security, disaster response, the blue economy and environmental resilience, rather than a new institution or treaty.
    4. Rollout sequence: The Bay of Bengal is named as the first region where SHANTI is meant to move from principle to practice, before any wider application across the Indo Pacific.

    What is BIMSTEC?

    1. The Bay of Bengal Initiative for Multi Sectoral Technical and Economic Cooperation (BIMSTEC) is a regional grouping of Bangladesh, Bhutan, India, Myanmar, Nepal, Sri Lanka and Thailand, connecting South and Southeast Asia around the Bay of Bengal.
    2. At its National Security Advisers’ meeting in New Delhi in July 2026, BIMSTEC members adopted common principles for maritime law enforcement and humanitarian assistance and disaster relief. They also agreed to hold their first joint maritime security exercise in the Bay in November 2026.

    Why is the Bay of Bengal treated as SHANTI’s proving ground?

    1. Strategic centrality: The Bay links India’s Act East policy with the Association of Southeast Asian Nations (ASEAN), gives access to the Malacca Strait, and connects the eastern Indian Ocean to major global trade and energy routes.
    2. Comparative advantage: The western Indian Ocean is marked by active conflict and fragile economies. The Bay’s littoral states instead face similar, non military challenges such as cyclones, coastal erosion, fisheries management and undersea cable protection, which makes cooperation more feasible than confrontation.
    3. Institutional gap: The region is not short of institutions but suffers from fragmentation among them, and SHANTI is framed as a common framework to align existing mechanisms rather than add another one.
    4. Geopolitical pressure: China’s reliance on the Malacca Strait, often called its Malacca dilemma, has driven an expanding Chinese presence through ports and infrastructure projects in the same littoral states SHANTI seeks to anchor.

    Can SHANTI move beyond being another acronym?

    1. Fragmentation risk: The region’s stated problem is institutional fragmentation, and a new framework risks adding to that fragmentation unless it visibly aligns existing mechanisms.
    2. Stewardship versus dominance: India’s convening role depends on being accepted as a preferred security partner and first responder, a position that rests on restraint rather than the naval and economic weight India commands in the region.
    3. Early stage outputs: Concrete outcomes so far are limited to a declaration of common principles, a first joint maritime exercise scheduled for November 2026, and a white shipping information sharing agreement still under discussion, none of which are yet operational.
    4. Norms without enforcement: SHANTI rests on shared principles rather than a binding treaty, leaving compliance dependent on the willingness of littoral states rather than an enforceable obligation.

    What are the challenges to SHANTI?

    1. Overlap with existing bodies: SHANTI must coordinate with, rather than duplicate, existing mechanisms such as BIMSTEC, the Indian Ocean Rim Association and the Indian Ocean Naval Symposium, each with its own membership and mandate.
    2. Financing gap: Disaster response, undersea cable protection and blue economy cooperation require capital that several BIMSTEC members cannot supply on their own, raising the risk that shared projects become dependent on Indian or external financing.
    3. Limited replicability: The Bay of Bengal is easier ground precisely because it lacks the active conflict of the western Indian Ocean, so success there does not guarantee the same framework will work in more contested Indo Pacific waters.
    4. Competing infrastructure presence: Continued Chinese port and infrastructure investment in the same littoral states complicates India’s claim to a natural convening role.
    5. Dependence on voluntary compliance: Because SHANTI is a set of norms rather than a binding agreement, its durability depends on continued political will among BIMSTEC members rather than any enforcement mechanism.

    Conclusion

    SHANTI’s substance will not be judged by its acronym but by whether the Bay of Bengal’s BIMSTEC linked initiatives, the first joint maritime exercise due in November 2026 and the pending white shipping information sharing agreement, convert shared principles into functioning practice. Until those steps are completed, SHANTI remains a stated framework rather than a demonstrated one.

    Back2Basics:

    BIMSTEC

    1. The Bay of Bengal Initiative for Multi Sectoral Technical and Economic Cooperation was formed in 1997 and renamed after Bhutan and Nepal joined in 2004, expanding it from its original five members to seven.
    2. Its secretariat is based in Dhaka, Bangladesh, and its membership spans Bangladesh, Bhutan, India, Myanmar, Nepal, Sri Lanka and Thailand.
    3. The 6th BIMSTEC Summit, held in Bangkok in April 2025, adopted the Bangkok Vision 2030 and a Maritime Transport Agreement covering national treatment for vessels, crew and cargo among member states.
    4. BIMSTEC connects South Asia and Southeast Asia and has expanded its cooperation beyond trade into security, disaster management, energy and connectivity.

  • Activists raise alarm over PM CARES denial of access to audit statements

    Why in the News

    The Prime Minister’s Citizen Assistance and Relief in Emergency Situations (PM CARES) Fund has not published audited financial statements for the last three financial years. The government maintains that the trust is not a “public authority” under the Right to Information (RTI) Act, 2005 and is therefore not bound by its disclosure requirements. Activists argue that the fund has all the characteristics of a public body. They point out that the Prime Minister is its Chairperson, Union Ministers serve as ex officio trustees, and government employees have contributed from their salaries. Yet, the fund remains outside the RTI Act, parliamentary scrutiny, and audit by the Comptroller and Auditor General (CAG).


    What is the PM CARES Fund?

    1. Establishment: Set up in March 2020 and registered as a public charitable trust under the Registration Act, 1908, with its trust deed registered in New Delhi on 27 March 2020, to support relief during public health emergencies and other disasters.
    2. Composition: The Prime Minister serves as ex officio Chairperson, and the Union Ministers of Defence, Home Affairs and Finance serve as ex officio trustees.
    3. Funding: Funded entirely through voluntary contributions from individuals and organisations, with the government stating it receives no budgetary support.
    4. Tax and foreign funding benefits: Donations qualify for a 100% deduction under Section 80G of the Income Tax Act, 1961, count as Corporate Social Responsibility (CSR) expenditure under the Companies Act, 2013, and the fund holds an exemption under the Foreign Contribution (Regulation) Act (FCRA) to receive donations from overseas.

    What financial disclosure has the fund made?

    1. Last published statement: The last publicly available audited statement, for financial year 2022 23, showed an opening balance of Rs 5,415.65 crore, voluntary contributions of Rs 909.64 crore, total receipts of Rs 6,723.07 crore, total payments of Rs 439.38 crore, and a closing balance of Rs 6,283.68 crore as of 31 March 2023.
    2. Disclosure gap: Only the audited statements for 2019 20, 2020 21, 2021 22 and 2022 23 are available on the fund’s website, leaving the last three financial years without any published audit.
    3. Primary use: The fund has primarily financed India’s COVID 19 response and emergency health infrastructure.

    Why does the government’s “not a public authority” position sit uneasily with the fund’s structure?

    1. Government’s legal position: The government maintains the trust is not a public authority under the RTI Act, and the Ministry of Corporate Affairs retrospectively amended the relevant Companies Act rules to support this position.
    2. Activists’ counter: Activists argue the fund was presented as set up by the Union government, carries the sanctity of the Prime Minister’s office as chairperson, and drew contributions from government employees’ salaries, features that make it appear to be a public authority in substance.
    3. The accountability gap: The fund remains outside the RTI Act’s disclosure obligations, outside parliamentary scrutiny, and outside audit by the CAG, the three principal mechanisms that apply to ordinary government spending.

    What are the challenges to ensuring transparency in the PM CARES Fund?

    1. A named precedent: Activists cite the electoral bonds case, where sustained anonymity in political funding enabled quid pro quo arrangements between donors and the government, before the Supreme Court struck the scheme down in February 2024 for violating the right to information.
    2. No independent constitutional audit: Without CAG audit, no independent constitutional auditor verifies how contributions, including those from government employees’ salaries, are spent.
    3. Retrospective rule change: The Ministry of Corporate Affairs’ retrospective amendment to Companies Act rules narrows the scope for legal challenge based on the fund’s original design.
    4. CSR channel scrutiny: Because CSR contributions to PM CARES count toward companies’ mandatory CSR spending obligations, opacity in fund utilisation also affects corporate accountability for those obligations.
    5. No periodic review clause: Unlike time bound government schemes, PM CARES has no periodic legislative or parliamentary review clause forcing disclosure at fixed intervals.

    Conclusion

    The PM CARES Fund’s structure gives it the outward markers of a public authority, a Prime Minister led chairpersonship, ministerial trustees and salary contributions from government employees, while its legal classification as a private trust keeps it outside the RTI Act, parliamentary scrutiny and CAG audit. Three consecutive years without a published audited statement leave activists’ comparison to the electoral bonds case as the operative risk to track. Whether the fund publishes its pending audits or its RTI exempt status changes remains the open question.

    Back2Basics:

    Comptroller and Auditor General (CAG) of India

    1. Constitutional basis: The CAG is a constitutional authority under Articles 148 to 151 of the Constitution, appointed by the President.
    2. Governing law: Its powers and duties are laid out in the Comptroller and Auditor General’s (Duties, Powers and Conditions of Service) Act, 1971.
    3. Mandate: Audits all receipts and expenditure of the Union and state governments, including bodies substantially financed by government grants, and reports findings for placement before the legislature.
    4. Tenure and independence: Holds office for six years or until age 65, whichever is earlier, and can be removed only through a process similar to a Supreme Court judge’s removal.
    5. Relevance here: PM CARES Fund’s exclusion from CAG audit means its accounts face no scrutiny from this constitutional auditor, unlike most bodies with government backed establishment.

    PYQ Relevance

    [UPSC 2020] “Recent amendments to the Right to Information Act will have profound impact on the autonomy and independence of the Information Commission”. Discuss.

    Linkage: This PYQ tests the role of the RTI Act in promoting transparency and accountability in public institutions.The article examines the PM CARES Fund’s exemption from the RTI Act and the resulting concerns over public accountability.

  • CWMA upholds CWRC’s order to Karnataka to release water to Tamil Nadu

    Why in the News

    The Cauvery Water Management Authority (CWMA) on 30 July upheld an order of the Cauvery Water Regulation Committee (CWRC) directing Karnataka to release 3,500 cusecs of water a day to Tamil Nadu for 15 days despite Karnataka’s own appeal citing drought. The ruling exposes that Karnataka and Tamil Nadu still have no agreed formula for sharing shortfalls in the Cauvery basin, years after the Supreme Court’s final verdict on the dispute.

    How does the Cauvery water sharing mechanism work?

    1. Two tier structure: The CWRC functions within the CWMA, which implements the 2007 award of the Cauvery Water Disputes Tribunal as modified by the Supreme Court in 2018.
    2. Composition: The CWRC is headed by the Member (Water Resources) of the CWMA and includes Chief Engineers of all basin states along with representatives of the India Meteorological Department (IMD), Central Water Commission and the Union Ministry of Agriculture and Farmers Welfare.
    3. Monitoring role: It tracks daily water levels, inflows and storage at eight reservoirs, four in Karnataka, three in Tamil Nadu and one in Kerala. It also issues seasonal water release directions for each basin state.
    4. Appeal route: A state aggrieved by a CWRC order can appeal to the CWMA. The CWMA, as the apex body monitoring compliance with the Supreme Court’s verdict, can uphold, modify or set aside the CWRC’s order.
    5. Unit of measure: Releases are set in cusecs, a rate of flow measured in cubic feet per second, while cumulative volume is tracked in thousand million cubic feet, referred to as tmc ft.

    Why did the CWRC order the release now?

    1. Deficient inflows: Karnataka’s four reservoirs recorded a combined inflow shortfall of about 60% against the 30 year average, and the deficit at the Biligundulu gauge, where Karnataka’s flow to Tamil Nadu is measured, was 90%.
    2. Storage position: As on 30 July, Karnataka’s four reservoirs held 65.34 tmc ft against a total capacity of 114.57 tmc ft.
    3. Forecast: The IMD gave no optimistic outlook for the following weeks, which shaped the CWRC’s view that Karnataka could still spare water.
    4. Buffer assessment: The CWMA noted Karnataka’s reservoirs stood to gain a minimum of 15 tmc ft in the next 15 days and that releasing 4.5 tmc ft would not affect Karnataka’s drinking water needs.

    Why do both states reject the outcome as unfair?

    1. Karnataka’s distress claim: Karnataka cited a super El Nino effect, said it had not begun irrigation releases this year, and argued Tamil Nadu would separately gain from the northeast monsoon later in the season.
    2. Karnataka’s carryover argument: Karnataka contended Tamil Nadu already held substantial carryover storage from earlier releases, reducing its immediate need.
    3. Tamil Nadu’s shortfall claim: Tamil Nadu sought 9.45 tmc ft over 15 days at 7,000 cusecs a day under the distress formula, arguing the ordered 3,500 cusecs was insufficient given a 90% deficit at Biligundulu.
    4. Tamil Nadu’s cultivation needs: Tamil Nadu’s ongoing kuruvai season needs at least 30 tmc ft against a Mettur storage of about 36 tmc ft, of which 10 tmc ft is reserved for drinking water. The following samba thaladi season needs a minimum of 180 tmc ft.
    5. Political fallout: Karnataka’s Chief Minister called an all party meeting in Bengaluru on 2 August to consider legal options, and farmer protests have already begun in the Cauvery basin against the release order.

    What are the challenges to the Cauvery dispute resolution mechanism?

    1. No distress sharing formula: Both the CWRC chief and Tamil Nadu’s position point to the absence of an agreed formula for splitting shortfalls in a deficient year, forcing an ad hoc order each time rainfall fails.
    2. Recurring litigation: Karnataka has approached the CWMA and is weighing further legal options, repeating a cycle of appeals seen in nearly every distress year since the tribunal’s award.
    3. Compliance risk: The CWMA can direct a release, but implementation still depends on Karnataka’s cooperation, a dependence that has previously produced Supreme Court contempt proceedings against Karnataka.
    4. Climate variability: A pattern of super El Nino effects and deficient monsoons increases the frequency of distress years, straining a formula built around long term averages rather than year on year swings.
    5. Political cost: A release ordered during an acknowledged drought risks becoming a flashpoint for farmer unrest and inter state friction, regardless of the technical merits of the CWRC’s assessment.

    Conclusion

    The CWMA’s ruling shows the institutional mechanism functioning as designed, yet satisfying neither riparian state. Karnataka calls the release unfair given its own distress, and Tamil Nadu calls the quantum inadequate for its cultivation needs. What remains unresolved is not whether the tribunal award should be enforced, but whether Karnataka and Tamil Nadu will ever agree on a distress sharing formula that removes the need for fresh litigation every deficient season. The CWRC is scheduled to meet again on 11 August to review compliance.

    Back2Basics:

    Cauvery Water Management Authority (CWMA)

    1. Established in June 2018 by the Union Jal Shakti Ministry to implement the final award of the Cauvery Water Disputes Tribunal (2007) as modified by the Supreme Court’s verdict of the same year.
    2. Constituted under Section 6A of the Inter State River Water Disputes Act, 1956, following the Supreme Court’s directions.
    3. Composition includes a Chairman, a Secretary and Members, including a full time Member (Water Resources) who also heads the Cauvery Water Regulation Committee.
    4. Jurisdiction covers water release, storage and supply regulation across the Cauvery basin states of Karnataka, Tamil Nadu, Kerala and Puducherry.
    5. Functions as the apex body for compliance with the Supreme Court’s verdict, with the CWRC as its technical monitoring arm.

    PYQ Relevance

    [UPSC 2013] Constitutional mechanisms to resolve the inter-state water disputes have failed to address and solve the problems. Is the failure due to structural or process inadequacy or both? Discuss.

    Linkage: It examines the effectiveness of constitutional and institutional mechanisms for resolving inter-state river water disputes. The article highlights recurring Cauvery disputes, the absence of a distress-sharing formula, and continuing litigation despite the CWMA framework.

  • SC sets ‘public interest’ test on retrospective green nod

    Why in the News?

    The Supreme Court, in a ruling delivered on 29 July, quashed the Centre’s 2021 Office Memorandum (OM) that had allowed projects built without prior approval to seek regularisation. It also held that a narrowly tailored amnesty scheme may still be permitted through a statutory notification if justified by public interest. This reopens the question of whether this closes the door on regularising environmental violations or gives them a narrower but still real legal opening.

    What is a post facto environmental clearance?

    1. Definition: A post facto, or ex post facto, environmental clearance (EC) is an approval granted after a project has already commenced construction or operations, reversing the sequence the Environmental Impact Assessment (EIA) regime otherwise requires.
    2. Underlying principle: India’s EIA regime rests on the precautionary principle, which requires ecological appraisal before construction begins rather than after damage may already be irreversible.

    What is the difference between an Office Memorandum and a statutory notification?

    1. Office Memorandum: An OM is an administrative instruction issued by a ministry or department. It does not carry the force of law.
    2. Statutory notification: A notification is issued under authority granted by a statute, in this case the Environment (Protection) Act, 1986, and is published in the official Gazette, giving it legal force an OM lacks.

    How has the Supreme Court’s position on retrospective clearances evolved?

    1. Common Cause v. Union of India (2017): The Court held that mining projects requiring clearance could not commence before appraisal, calling retrospective clearances completely alien to environmental jurisprudence.
    2. Alembic Pharmaceuticals Ltd v. Rohit Prajapati (2020): The Court reiterated that ex post facto clearance undermines the precautionary principle by letting proponents commence activity first and seek approval later, though it imposed penalties instead of ordering closure for long operating units.
    3. Electrosteel Steels Ltd v. Union of India (2021): The Court held that ex post facto clearances could be granted in exceptional circumstances to protect livelihoods and the economy, opening space for the OM that followed the same year.
    4. Pahwa Plastics v. Dastak (2022): The Court took a more pragmatic approach, holding that closure is not always the right remedy where regulatory uncertainty existed and compliance remained achievable.
    5. Vanashakti v. Union of India (May 2025 and November 2025): A Bench struck down both the 2017 notification and the 2021 OM, ruling ex post facto clearances impermissible in any form. Following review petitions by the Centre and industry bodies, a three judge Bench recalled this ruling by a two to one majority six months later, holding it needed fresh adjudication.
    6. 29 July 2026 ruling: A Bench led by the Chief Justice of India quashed the 2021 OM but upheld the 2017 notification, holding that any future post facto clearance can only be granted through a statutory notification, not an administrative order.

    What does the 29 July ruling establish?

    1. Quashed instrument: The Court set aside the 2021 OM that had created a standing procedure for regularising violation cases, calling it a continuing or perpetual regime rather than a one time exception.
    2. Retained instrument: The March 2017 notification, offering a one time six month disclosure window, was not invalidated.
    3. Legal basis required: Any future post facto clearance mechanism must be issued as a statutory notification under the Environment (Protection) Act, 1986, not as an OM.
    4. Public interest test: The government must show that the public interest served is sufficiently compelling, that any relaxation is strictly necessary, and that environmental costs have been weighed against anticipated benefits, converting open ended discretion into a narrowly circumscribed exception.

    Does the ruling protect the precautionary principle or launder violations into a fee?

    1. Fig leaf reading: One reading holds that the distinction between an OM and a statutory notification is a procedural label rather than a substantive safeguard. This is because the government can still notify the same regularisation scheme through the correct instrument.
    2. Amnesty analogy rejected: The Court reasoned that governments may frame environmental amnesty schemes the way they frame tax or building default amnesties. This is a comparison critics say cannot be transposed onto projects that cut into forests and floodplains. This is because ecological damage propagates through interconnected plant, animal, human and microbial systems rather than resetting to zero on payment of a fee.
    3. Decriminalisation overlap: The Jan Vishwas (Amendment of Provisions) Act, 2023, and its 2026 amendments removed imprisonment for environmental violations. This leaves only monetary penalties. So, now a regularised violation now costs a well capitalised developer a budgeted fine rather than a criminal risk.
    4. Counter view: The opposing reading holds that the ruling is consistent with two decades of jurisprudence reading a healthy environment into the right to life, and that the recognised flexibility could legitimately apply to national defence projects, healthcare facilities in underserved areas, or connectivity in remote regions.
    5. Scale of existing exceptions: More than 100 projects, including coal, iron and bauxite mines, a greenfield airport, distilleries, steel and cement plants, and hospitals, had already received ex post facto clearance under the 2017 to 2021 regime. This shows how large scale the exception has become in practice.

    What are the challenges to enforcing the public interest test for post facto clearance?

    1. Definition creep: Public interest is not statutorily defined for this purpose, leaving room for the term to be stretched to cover commercially driven projects as much as genuinely urgent public needs.
    2. Monitoring capacity: State environmental authorities, expert appraisal committees and pollution boards have historically detected violations only after construction is complete, showing weak upfront monitoring that a narrower legal test alone will not fix.
    3. Litigation burden: Every future statutory amnesty scheme will likely face fresh litigation testing whether it is genuinely narrowly tailored, adding years of uncertainty for project proponents and affected communities alike.
    4. Weakened deterrence: With imprisonment removed under the Jan Vishwas amendments, monetary penalties alone may not deter developers who can treat the fine as a routine cost of doing business.
    5. Climate exposure: Infrastructure regularised without adequate ecological assessment faces greater exposure to extreme weather events, as seen in monsoon damage to projects built without proper environmental safeguards.

    Conclusion

    The ruling ends open ended administrative regularisation under the 2021 OM, restoring the requirement that any future post facto clearance carry the force of a statutory notification tested against public interest, necessity and proportionality. It does not resolve whether that test can hold against a decriminalised penalty regime in which environmental violation carries only a monetary cost. The government’s next statutory amnesty scheme, if it frames one, will show whether this order narrows the exception in practice or simply relabels the same regularisation regime in more careful legal language.

    Back2Basics:

    EIA Notification, 2006

    1. Issuing authority: Notified in 2006 by the Ministry of Environment, Forest and Climate Change under the Environment (Protection) Act, 1986.
    2. Core requirement: Mandates prior environmental clearance before construction or expansion begins for listed categories of projects such as mining, thermal power and infrastructure.
    3. Categorisation: Projects fall into Category A, needing central level clearance, and Category B, needing state level clearance through State Environment Impact Assessment Authorities.
    4. Process stages: Screening, scoping, public consultation and appraisal precede the grant of clearance.
    5. Subsequent dilution: A March 2017 notification and a July 2021 OM introduced routes for post facto clearance, which the Supreme Court has since narrowed.

    The precautionary principle:

    1. It is a core rule in environmental law requiring authorities to take preventive action against serious or irreversible environmental harm, even when there is no full scientific certainty.
    2. Key aspects include shifting the burden of proof to project developers, prioritizing safety over delay, and focusing on proactive governance.
    3. Vellore Citizens’ Welfare Forum v. Union of India (1996): The landmark ruling where the Supreme Court formally integrated the precautionary principle and the polluter-pays principle into Indian jurisprudence.

    PYQ Relevance

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

    Linkage: The PYQ tests understanding of the Environment Impact Assessment (EIA) framework in India. The article examines EIA implementation in light of the precautionary principle established in Vellore Citizens’ Welfare Forum (1996).

  • Centre defends CEC panel without CJI

    Why in the News?

    The Supreme Court is examining the constitutional validity of the Chief Election Commissioner and Other Election Commissioners (Appointment, Conditions of Service and Term of Office) Act, 2023, which gives the executive a majority in the CEC selection committee. The Court has reserved its decision on whether to refer the matter to a Constitution Bench.

    What is the CEC Selection Committee under the 2023 Act?

    The Act provides for a three-member selection committee comprising:

    • Prime Minister (Chairperson)
    • Union Cabinet Minister nominated by the Prime Minister
    • Leader of the Opposition (LoP) in the Lok Sabha

    What changed?

    • The Act replaced the Chief Justice of India (CJI) with a Cabinet Minister.
    • This gives the executive two out of three votes, with the Opposition holding one.

    What is the Anoop Baranwal Judgment (2023)?

    • Delivered by a five-judge Constitution Bench.
    • Held that until Parliament enacted a law, the CEC and Election Commissioners should be appointed by a committee comprising:
      • Prime Minister
      • Leader of the Opposition
      • Chief Justice of India
    • The Court stressed that the Election Commission must be independent, neutral, and free from executive control.

    Centre’s Arguments

    • Parliament is competent to decide the appointment process.
    • The Prime Minister’s office carries constitutional trust.
    • Courts should not presume bad faith by constitutional authorities.
    • Replacing the CJI with a Cabinet Minister is within Parliament’s legislative powers.

    Supreme Court’s Concerns

    • The committee lacks a neutral member.
    • A 2:1 executive majority may affect the perception of independence.
    • Appointments should not only be fair but also appear to be fair.

    [2017] Consider the following statements regarding the Election Commission of India:
    1.The ECI is currently a five-member body consisting of the Chief Election Commissioner and four Election Commissioners.
    2.The Union Ministry of Home Affairs is the final authority that decides the election schedule for general elections.
    3.The ECI is the designated authority to resolve disputes relating to splits or mergers of recognized political parties.
    Which of the statements given above is/are correct?

    [A] 1 and 2 only

    [B] 3 only

    [C] 2 and 3 only

    [D] 1, 2 and 3

  • How common are cloudbursts in India?

    Why in the News?

    Flash floods triggered by a cloudburst struck Pahalgam in Anantnag on 12 July. Last week, the India Meteorological Department (IMD) rejected claims that cloudbursts caused the recent floods in Assam and Nagaland. The two events have renewed attention on the scientific definition of a cloudburst and its frequent misuse in public discourse.

    What counts as a cloudburst under the IMD’s definition?

    1. Threshold: The IMD defines a cloudburst as 10 centimetres or more of rainfall in an hour over a small area of around 20 to 30 square kilometres.
    2. Scale comparator: Indore receives about 1,062 millimetres of rain in an average year, so a single cloudburst can dump close to 10% of a full year’s rainfall in 60 minutes.
    3. Related category: Some scientists have proposed a mini cloudburst category for 5 centimetres of rain in an hour over the same area, since local topography can make even this devastating.

    How does a cloudburst form?

    1. Initial lift: Warm, moist air rises rapidly through convection, and in mountainous terrain this rise is intensified by orographic lifting, where monsoon winds are forced upward by steep slopes.
    2. Cloud growth: As the rising air cools, water vapour condenses into towering cumulonimbus clouds that can reach up to 15 kilometres in height.
    3. Suspension: Strong upward currents keep forming raindrops suspended in the cloud for longer instead of letting them fall immediately.
    4. Discharge: When the weight of accumulated water exceeds what the updraft can hold, or the updraft weakens, the suspended water falls in one release rather than as steady rain.

    How common are cloudbursts in India, and why are they hard to count?

    1. Historical count: Parliament was told in 2019 that the IMD recorded only around 30 cloudburst incidents between 1970 and 2016, a figure many experts consider an underestimate.
    2. Rising frequency: Global warming increases the amount of moisture the atmosphere can hold, making cloudbursts more frequent even though they remain rare compared with ordinary heavy rain.
    3. Monitoring gap: Most cloudbursts occur in remote, high altitude regions where rain gauges and weather stations are sparse, so an event even a few kilometres from a monitoring station may go officially unrecorded despite causing large scale destruction downstream.
    4. Regional concentration: Uttarakhand, Himachal Pradesh, and Jammu and Kashmir have reported a recent surge in events described locally as cloudbursts, particularly in July and August.

    Does the label obscure accountability for poor planning?

    1. Blame diffusion: Calling a heavy downpour a cloudburst turns it into a singular, unforeseeable act of nature, which is harder to do when the stated cause is heavy rain combined with poor drainage.
    2. Dharali precedent: During the 2025 Dharali floods in Uttarakhand, initial reports blamed a cloudburst, but meteorological data later showed the rainfall rate was well below the cloudburst threshold. The underlying causes were illegal construction on riverbeds, deforestation that left soil vulnerable to erosion, and the absence of drainage infrastructure along new all weather roads.
    3. Assam and Nagaland claims: The IMD last week rejected reports that cloudbursts caused recent floods in Assam and Nagaland, including the Upper Assam floods.
    4. Accountability questions avoided: Had the Dharali downpour genuinely been a cloudburst, officials could have avoided questions about why the state permitted construction in high risk zones and why early warning systems failed.

    Why are cloudbursts difficult to forecast?

    1. Model resolution: Weather models estimate average conditions across grid cells, while a cloudburst occurs over an area smaller than a single cell, so detecting one requires high resolution models needing computing power not always available.
    2. Speed of formation: Cloudbursts develop and strike quickly, unlike cyclones or monsoon systems that can be tracked for weeks, leaving forecasters far less data to work with.
    3. Terrain interference: Doppler weather radars emit and receive beams that mountains can block, creating blind spots in exactly the high altitude terrain where cloudbursts are most common.
    4. Sparse instrumentation: Rugged terrain also means fewer automatic weather stations, leaving fewer ground sensors to feed real time data into short term prediction.

    What is India doing to improve cloudburst forecasting?

    1. Nowcasting: The IMD is developing nowcasting technology to issue short term alerts every few hours rather than long range forecasts.
    2. Mission Mausam: Under the government’s Mission Mausam programme, India plans to more than double its radar network from about 40 radars currently and use artificial intelligence to better predict hyperlocal events.
    3. Persistent limits: Even with better technology, a cloudburst is expected to remain harder to predict than a typical rainstorm because of how localised and fast forming it is.

    Conclusion

    A cloudburst is a specific meteorological event defined by the IMD’s own rainfall threshold, not a synonym for any destructive downpour. Attributing flood damage to a cloudburst without checking recorded rainfall data lets authorities treat the disaster as an unforeseeable act of nature rather than examine illegal construction, deforestation and drainage failure. India’s forecasting improvements under Mission Mausam target the science of prediction, but they do not by themselves fix the planning failures the label has repeatedly been used to obscure.

    Back2Basics:

    Mission Mausam

    1. Nodal ministry: Ministry of Earth Sciences.
    2. Launch year: 2024.
    3. Aim: Improve weather and climate forecasting through expanded observation networks, high performance computing and artificial intelligence based prediction.
    4. Key features: Expansion of Doppler weather radar coverage, next generation satellites, and impact based forecasting for more precise, localised warnings.

    PYQ Relevance

    [UPSC 2024] What is the phenomenon of ‘cloudbursts’? Explain.

    Linkage: The PYQ explains cloudbursts, their causes, and forecasting challenges. It updates the topic with IMD clarifications, Mission Mausam, and disaster accountability.

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