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  • Currency conundrum

    Why in the News

    The BRICS New Delhi Declaration records only incremental progress on local currency trade. Its paragraph on the subject acknowledges the efforts of various task forces and committees and offers no concrete proposal. The Declaration promotes local currency trade “while respecting national priorities and acknowledging that there is no one-size-fits-all approach”, which is the language of a member that wanted its reservations placed on record. India’s rupee trade with its BRICS partners is limited to the United Arab Emirates and Russia, and even those volumes are small. The tension is that India gains from being paid in dollars as an exporter and from paying in cheaper local currencies as an importer, and it cannot hold both positions indefinitely.

    What is local currency trade settlement?

    1. Definition: Local currency trade settlement is the invoicing and payment of a cross border transaction in the currency of one of the two trading countries, rather than in a third currency such as the dollar. The exporter is paid in a currency that one of the two governments issues.
    2. Mechanism: The importing country’s bank credits the exporting country’s currency into a designated account held with a bank in the exporter’s country. The Reserve Bank of India (RBI) operationalised this for India in July 2022 through Special Rupee Vostro Accounts, which hold a foreign bank’s rupee balances for settling trade.
    3. What it does not do: Settlement in a local currency changes the unit of account for a transaction and creates no new common currency and no shared central bank. The parties still have to agree an exchange rate and find uses for the balances that accumulate.

    Where does India’s rupee trade actually stand?

    1. Two partners only: Within BRICS, only the United Arab Emirates and Russia are engaged in rupee trade with India. The volumes involved are relatively small.
    2. Russia’s surplus problem: Russia struggled to dispose of the rupees it was accumulating from its exports to India. A surplus holder that cannot spend or invest a currency has no reason to keep accepting it.
    3. A partial opening: Some avenues have opened, with Russia importing petroleum products from India after Ukraine’s attacks on its refining capacity. That flow is small against the size of the bilateral trade imbalance.
    4. A third currency as ‘local’: Another option is to treat any BRICS currency as local. India has already been using the UAE Dirham to pay for Russian oil, which sidesteps the dollar without using the rupee.

    Why is this not a simple choice for India?

    1. The exporter’s interest: India would prefer to continue being paid for its exports in dollars. A depreciating rupee means every dollar received converts into a larger rupee amount, and a country pushing exports wants to retain that advantage.
    2. The importer’s interest: India is also a major importer, and it would prefer to pay in relatively cheaper local currencies. The two preferences point in opposite directions on the same policy.
    3. The choice is deferred, not avoided: A country cannot indefinitely invoice its exports in one currency and its imports in another without its partners noticing the asymmetry. India will eventually have to settle which of the two interests governs.

    Why does China’s share turn this into a question about the yuan?

    1. Concentration of BRICS trade: China accounts for about two-thirds of all BRICS exports. Local currency trade across the grouping will therefore largely be trade in the yuan.
    2. Political reluctance: Relations with China are thawing, and India would still be reluctant to conduct its business in the yuan. A settlement currency creates a standing dependence on the issuing country’s banking system and payment rails.
    3. Why the general language matters: A grouping whose largest exporter issues the default settlement currency cannot offer a single formula that suits every member. The Declaration’s rejection of a one-size-fits-all approach is the recorded consequence of that arithmetic.

    How does local currency trade differ from a BRICS currency?

    1. Local currency trade: This is a bilateral settlement arrangement between two members, with no common issuer. India has been cautiously supportive of it.
    2. A BRICS currency: This would be a shared unit requiring a common issuer, a reserve pool and agreed rules of issuance. India has been vocal in opposing it, largely because China would likely dominate such a currency.
    3. The external cost: The United States President has threatened 100% tariffs on countries adopting a BRICS currency. India has taken a pragmatic approach in dealing with the United States and will not court such tariff threats lightly.
    4. Different motivations across members: Countries such as Iran and Russia have pressing reasons to move away from the dollar, both being under extensive sanctions. India does not have a comparable compulsion, and the Declaration reflects that difference.

    Challenges to local currency trade in BRICS

    1. Limited convertibility of the rupee: The rupee is not fully convertible on the capital account, so a partner accumulating rupee balances has few assets to park them in. Eg. Russian banks accumulated rupee balances in Special Rupee Vostro Accounts that they could not deploy at scale.
      The Fix: Widen the permitted investment avenues for vostro balances, including government securities and corporate debt, so a surplus holder has a yield bearing use for them.
    2. Structural trade imbalance: Settlement currency follows the direction of the surplus, and a partner running a persistent surplus with India will not accept rupees indefinitely. Eg. India’s oil imports from Russia are far larger than its exports to Russia.
      The Fix: Pair settlement arrangements with targeted market access for the partner’s goods, so the imbalance narrows rather than being financed.
    3. Thin currency markets and hedging costs: Direct rupee to partner currency markets are shallow, so exchange rates are volatile and forward cover is expensive. Eg. Exporters settling in a partner currency carry a risk that a dollar contract would have passed to the market.
      The Fix: Build reference rate mechanisms and a bank led forward market for the main partner currency pairs before volumes are scaled up.
    4. Secondary sanctions and payment channel risk: Banks handling settlement for a sanctioned partner risk losing access to dollar clearing, so large lenders stay out and the business shifts to small institutions. Eg. Several Indian banks limited Russia related settlement business rather than risk their correspondent relationships.
      The Fix: Route sanctioned trade through designated institutions with no dollar clearing exposure, keeping the wider banking system insulated.
    5. Domestic monetary consequences: A widening use of the rupee abroad transmits offshore demand into the domestic money market and complicates exchange rate management. Eg. The RBI has intervened repeatedly to contain rupee volatility during periods of capital outflow.
      The Fix: Sequence internationalisation against clearly stated convertibility milestones, so the external use of the rupee grows with the depth of the domestic market rather than ahead of it.

    Conclusion

    India supports settlement in local currencies and opposes a common BRICS currency, and the New Delhi Declaration carries both positions without reconciling them. The reason is not drafting: the grouping’s trade runs through one member, and a shared settlement currency would hand that member the instrument. What India lacks is the compulsion its partners have, so its de-dollarisation is a hedge rather than a strategy. The unresolved point is whether India can keep collecting export receipts in dollars while asking its partners to accept rupees for the goods it buys.

    Matching Previous Year Question

    ““BRICS acts as a powerful counterweight in global governance, actively amplifying the voice and influence of the Global South.” Explain the role of BRICS in projecting itself as an alternative to other groupings.”

  • Hog in the limelight

    Why in the News

    The Assam government has praised a captive breeding programme for lifting the State’s pygmy hog population over the last three decades. The species was believed extinct by the mid twentieth century, and a few individuals rediscovered in 1971 prompted the conservation effort that the Pygmy Hog Conservation Programme formalised in 1995. The recovery in captivity has outpaced the recovery of the habitat. Numbers held in breeding centres can be raised on a schedule, while the alluvial floodplain grasslands the species needs in the wild continue to fragment, which is what decides whether released animals survive.

    What is the pygmy hog?

    1. Sole surviving species of its genus: The pygmy hog is the only living species of the genus Porcula and the world’s smallest wild suid (a member of the pig family).
    2. Grassland dependence: It relies on dense grassland to feed, to conceal itself and to reproduce, so it cannot persist where tall cover is removed.
    3. Range: Its surviving distribution is confined to the alluvial floodplain grasslands of Assam.

    Why does the pygmy hog work as an indicator species?

    1. Distress signals habitat degradation: Decline in an animal that lives inside dense grassland is read directly as degradation of the floodplain that produces that grassland.
    2. Protection carries other species with it: Securing the grassland the pygmy hog needs also extends protection to the Bengal florican, the hispid hare, the hog deer and the greater one horned rhinoceros.
    3. The unit of conservation is the ecosystem: Survival in the wild depends on the survival of a specific ecosystem rather than on the numbers held in any one facility.

    How was the species brought back from presumed extinction?

    1. The original cause of decline: Floodplains were converted for farms, tea plantations and flood control infrastructure, then degraded by invasive plants and altered flood cycles, with unscientific burning of grasslands fragmenting what remained.
    2. Rediscovery and programme: A few individuals found in 1971 prompted an early conservation effort, and the current work descends from the Pygmy Hog Conservation Programme begun in 1995.
    3. The measured gain: Captive breeding raised the pygmy hog population in Assam 32-fold over the last three decades.
    4. What breeding from a small stock demands: Conservationists must track pedigree, follow biosafety protocols because suids are highly susceptible to swine diseases, and condition individuals before release.

    Why is the recovery still not secure?

    1. Numbers remain small: The Durrell Wildlife Conservation Trust records some 250 individuals in early 2025.
    2. Counting is unreliable: The animals are difficult to spot and count, so how many exist in the wild cannot be stated with confidence.
    3. One natural population is left: The last surviving natural population sits in the Panbari grasslands area of Manas National Park.
    4. Insurance is not a guarantee: Captive individuals form the insurance group against loss in the wild, and the long term evolutionary fitness of that group is not assured.

    Challenges to pygmy hog recovery

    1. Genetic bottleneck: Breeding from a small founder stock accumulates harmful gene variants and holds genetic diversity low. Eg. Researchers working on the programme flag both as limits on the captive group’s long term fitness.
      The Fix: Manage the captive population as a single studbook with planned pairings and periodic exchange between breeding centres.
    2. Disease susceptibility: Pigs carry high susceptibility to swine diseases, so one outbreak can erase decades of breeding in a single season. Eg. African swine fever outbreaks in Assam from 2020 killed domestic pigs across multiple districts.
      The Fix: Hold breeding stock at physically separated centres under enforced biosafety protocols rather than at one site.
    3. Fire used as grassland management: Widespread dry season burning carried out to ‘save’ grasslands destroys the dense cover the species feeds and breeds in. Eg. Fires set across whole grassland blocks remove the tall cover in a single sweep.
      The Fix: Move to mosaic burning on a rotation that leaves unburnt refuge patches in every season.
    4. Woody encroachment: Suppressing ecological processes altogether allows trees and shrubs to convert grassland into woodland. Eg. Embankments and flood control works on the Brahmaputra floodplain have cut the natural flooding that renews grassland.
      The Fix: Restore periodic flooding and controlled disturbance so grassland succession is held in check.
    5. Habitat fragmentation: Protected grasslands survive as disconnected blocks, so released animals cannot disperse or recolonise adjoining areas. Eg. Fragmentation of protected grassland in Rupahi and Kanchanbari separates the sites Assam is relying on for release.
      The Fix: Reconnect the fragments and restore buffer zones around Manas and Orang National Parks and the Sonai Rupai Wildlife Sanctuary.
    6. Invasive plants: Introduced species change grassland structure and displace the native grasses the species depends on. Eg. Invasive growth has spread through degraded floodplain grassland alongside altered flood cycles.
      The Fix: Fund sustained mechanical removal at release sites as a recurring operation rather than a one time clearance drive.

    Conclusion

    Assam plans to raise the wild pygmy hog population to 300 by 2040. That target is a grassland target rather than a breeding target. Captive numbers can be scaled inside a facility, and the constraint sits outside it, in whether protected grassland is reconnected and buffer zones around the northern Assam parks are restored fast enough to receive the animals. Watch whether grassland restoration is funded as a standing operation, because the breeding side of the programme has already shown what it can deliver on its own.

    Back2Basics

    1. Manas National Park: Located in Assam along the foothills of the Bhutan Himalaya, on the Manas river, a tributary of the Brahmaputra.
    2. Designations: It is a UNESCO World Heritage Site, a tiger reserve, an elephant reserve and a biosphere reserve.
    3. Contiguity: It adjoins the Royal Manas National Park in Bhutan, forming a transboundary conservation landscape.
    4. Species: It holds the last natural pygmy hog population and is also known for the Bengal florican, the hispid hare and the golden langur.

    Matching Previous Year Question

    “Consider the following : 1.Star tortoise 2.Monitor lizard 3.Pygmy hog 4.Spider monkey Which of the above are naturally found in India?”

  • ‘Has no legal basis’: India rejects Pakistan-China ‘boundary commission’

    Why in the News

    The Ministry of External Affairs has rejected the boundary joint commission constituted by Pakistan and China. Its stated ground is that the body has no legal basis to decide on arrangements related to Indian territory under illegal occupation. The rejection followed the first meeting of the Pakistan-China Boundary Joint Commission in Islamabad. India holds that it has never recognised the China-Pakistan Boundary Agreement of 1963, under which Pakistan handed over the Shaksgam Valley to China, and treats that agreement as illegal and invalid. The Ministry restated that the Union Territories of Jammu and Kashmir and Ladakh are integral and inalienable parts of India, and called on Pakistan to vacate the areas under its illegal occupation. The tension is that a standing commission gives institutional form to a transfer India treats as void, while India’s non-recognition changes nothing about who administers the ground.

    What is the 1963 China-Pakistan Boundary Agreement?

    1. What it did: The agreement demarcated a boundary between China and the part of Kashmir under Pakistan’s control. Pakistan ceded about 5,180 sq km of the Shaksgam Valley, north of the Siachen region, to China.
    2. India’s legal objection: India holds that Pakistan has no sovereignty over the territory and therefore no capacity to transfer any part of it. On that reasoning there is no boundary between Pakistan and China at all.
    3. The agreement’s own provisional clause: The 1963 text itself records that the boundary is provisional, and provides for renegotiation with the sovereign authority once the Kashmir dispute is settled. Both signatories therefore acknowledged on the face of the document that the question of title was open.

    What exactly did India object to?

    1. Denial of a boundary: India’s position is that no boundary exists between Pakistan and China, so no commission can be constituted to administer one. The objection goes to the existence of the subject matter, not to the commission’s composition or procedure.
    2. Rejection of legitimisation attempts: India stated that it resolutely opposes attempts to alter the status of the occupied territories or to legitimise illegal occupation. Any so-called boundary cooperation between China and Pakistan concerning Indian territories would have no bearing whatsoever on India’s sovereignty.
    3. Demand for vacation: India called on Pakistan to immediately vacate the areas under its illegal and forcible occupation, rather than engage in such proceedings. The demand converts the rejection from a protest into a stated precondition.
    4. Consistency as the argument: India framed its position as clear and consistent rather than as a new response. Consistency is itself the legal point, since acquiescence over time is what would weaken a non-recognition claim.

    Why does the China-Pakistan Economic Corridor feature in this objection?

    1. Route through occupied territory: India has opposed the China-Pakistan Economic Corridor (CPEC), the flagship connectivity and energy project linking Xinjiang to Gwadar port, because part of it passes through Pakistan-occupied Kashmir (PoK). The objection is territorial rather than commercial.
    2. Infrastructure as evidence of control: Roads, power projects and administrative arrangements built along a disputed alignment create facts on the ground and a record of undisturbed use. A boundary commission performs the same function in legal form that the corridor performs in physical form.
    3. Link to the wider connectivity initiative: CPEC is the leading component of China’s Belt and Road Initiative, which India has declined to join on sovereignty grounds. India stayed away from the Belt and Road Forum held in Beijing in May 2017 for that reason.

    Challenges to India’s non-recognition position

    1. Non-recognition does not alter control: China has administered the Shaksgam Valley since 1963 and India’s objection has produced no change in possession. Eg. India’s sustained objection to CPEC since 2017 has not slowed construction along the corridor.
      The Fix: Pair the legal position with continued infrastructure and force posture development on the Indian side of the Siachen and Karakoram sector, so the claim is backed by presence.
    2. Institutional practice accumulates over time: A commission that meets periodically builds a documented record of bilateral practice that third parties may treat as settled. Eg. The 1963 agreement itself has been treated as operative for over six decades despite its own provisional clause.
      The Fix: Record a formal protest after each meeting of the commission, so the record shows continuous objection rather than a single statement.
    3. No forum adjudicates the claim: No international court or tribunal has jurisdiction over the question without the consent of all parties, and neither China nor Pakistan will give it. Eg. India has consistently treated Jammu and Kashmir as a bilateral matter and declined third party adjudication.
      The Fix: Build the position into bilateral and plurilateral documents India signs, so partners record the Indian claim rather than staying silent on it.
    4. Two front linkage in the same sector: The valley sits adjacent to the Siachen region, so Chinese presence there connects the Pakistan front and the China front in one theatre. Eg. The Siachen Glacier has been held by Indian forces since Operation Meghdoot in April 1984, at high cost in men and logistics.
      The Fix: Treat the northern Ladakh sector as a single operational theatre in planning, rather than as two separate bilateral borders.

    Conclusion

    India’s rejection restates a position of long standing, and it is the institutional form of the Pakistan-China arrangement that is new. A commission that sits, meets and records outcomes is an attempt to convert a contested transfer into ordinary bilateral administration. The next marker is whether the commission acquires a schedule of meetings and published outcomes, since a body that meets once is a statement and a body that meets regularly is a practice.

    Matching Previous Year Question

    “The China-Pakistan Economic Corridor (CPEC) is viewed as a cardinal subset of China’s larger ‘One Belt One Road’ initiative. Give a brief description of CPEC and enumerate the reasons why India has distanced itself from the same.”

  • What lies beyond India’s E20 push

    Why in the News

    India has scaled up the E20 petrol blend this year as crude prices rose following the closure of the Strait of Hormuz. A written reply to the Lok Sabha by the Road Transport and Highways Minister has conceded that E20 reduces fuel economy by “2% to 6% depending on vehicle category and vintage”, citing a joint study by the Automotive Research Association of India, the Society of Indian Automobile Manufacturers and Indian Oil Corporation Limited. The blend was introduced in 2023 on three stated claims: savings for the consumer, lower carbon emissions, and foreign exchange savings. All three rest on mileage holding steady, and the admitted loss in mileage puts each of them in question.

    What is the E20 blend?

    1. Composition: A litre of E20 petrol is 80% motor gasoline and 20% anhydrous ethanol (ethanol with water removed, so it mixes with petrol without separating).
    2. Rollout: Public sector oil marketing companies began selling E20 at select outlets in February 2023, and supply has since widened across the country.
    3. Energy content: Ethanol releases less energy per litre burnt than pure gasoline, so a litre of E20 carries a vehicle a shorter distance than a litre of the earlier E10 blend.

    Why has E20 been pushed now, and on what claims?

    1. Crude price trigger: The scale up followed rising crude prices after American action against Iran and the closure of the Strait of Hormuz in response.
    2. Three stated benefits: The case for the blend rests on cheaper fuel for households, lower carbon emissions per kilometre, and a smaller oil import bill.
    3. The admitted qualifier: The government’s own position records a fuel economy loss of 2% to 6%, varying with vehicle category and vintage.
    4. Engine damage is unquantified: Owners of vehicles of 2022 vintage and earlier report mileage loss beyond 6% along with damage to engines and fuel tanks, and the scale of that damage cannot be measured from available data.

    Has E20 saved Indian households money?

    1. The savings claim: A higher ethanol share substitutes a cheaper input for expensive crude, which is argued to lower the household fuel bill and hold inflation down.
    2. What the claim omits: The claim prices the input and ignores the distance travelled per litre, which is what a household actually pays for.
    3. The arithmetic at the pump: E20 was introduced while keeping the pump price unchanged from E10. A car averaging 15 km per litre on E10 with a 6% mileage loss needs 1.06 litres for the same 15 km, so Rs 106 buys what Rs 100 previously covered.
    4. The aggregate burden: An investigation by The Reporters Collective estimates that Indian consumers spent an additional Rs 88,234 crore over three years because of the mileage loss, with the burden rising every year.
    5. Alternative price instruments exist: Holding pump prices down when crude rises can be done through indirect tax policy in the short run, without shifting the cost onto mileage.

    Do carbon emissions actually fall with E20?

    1. Lower carbon per litre: E20 embodies less carbon per litre than E10, at 2.23 kgCO2 per litre against 2.32 kgCO2 per litre, drawn from United States Environmental Protection Agency figures.
    2. Mileage cancels the gain: More litres burnt for the same distance offsets the lower carbon content of each litre.
    3. The break even point is 4%: Emissions fall only where the mileage loss is under 4%. Across the 4% to 6% range the Minister himself stated, emissions rise rather than fall.
    4. The excess at 6%: A 6% mileage loss produces 2.37 kgCO2 against 2.32 kgCO2 for 15 km travelled, an excess of about 50 gCO2.
    5. The fleet mix decides the average: Newer vehicles built for E20 lose less mileage and emit less, older vehicles emit more, so emissions per kilometre across the country depend on the weight of each vintage on the road.

    What does ethanol blending do to foreign exchange and to crops?

    1. The forex logic: Oil is a large share of the import bill, so any substitution away from crude does save foreign exchange.
    2. Mileage offsets part of it: A fall in mileage raises the volume of fuel consumed, which cancels part of the import saving.
    3. Feedstock is diverted from food: Sugarcane and maize are the two main sources of ethanol, so blending targets translate into crop diversion and into a long term adjustment in what is grown.
    4. The sugar consequence: Exports were banned in 2023 and again this year as ethanol diversion pushed up domestic demand, cutting dollar earnings from sugar exports.
    5. The maize consequence: Maize export earnings fell sharply over the last two years as its share in ethanol production rose, and India became a net importer of maize last year.
    6. The trade channel closes the loop: A demand and production mismatch in an agricultural commodity is settled through higher prices, through trade management, or both. Lower exports and higher imports are themselves a loss of foreign exchange.

    Challenges to the E20 blend

    1. Legacy fleet incompatibility: Vehicles built before E20 compatibility norms carry the sharpest mileage loss and face corrosion risk in fuel lines and seals. Eg. Cars and motorcycles of 2022 vintage and earlier run on the same blend with no alternative offered at the pump.
      The Fix: Keep E10 available at fuel outlets so owners of older vehicles can buy the blend their engine was built for.
    2. Feedstock concentration: Ethanol supply rests on two water and land intensive crops, so a blending target transmits directly into cropping choices. Eg. Sugarcane in Maharashtra draws heavily on irrigation in water stressed districts.
      The Fix: Scale second generation ethanol from crop residue and other non food feedstock so blending stops competing with the food chain.
    3. Absence of consumer choice: A single blend at the pump removes the buyer’s ability to weigh a mileage loss against a price. Eg. The Chief Economic Adviser has argued that consumers should at least be given a choice between E10 and E20.
      The Fix: Require outlets above a set throughput to dispense both blends.
    4. Unused fiscal instrument: Excise duty on petrol can absorb a crude price spike, which is the task the blend has instead been asked to perform. Eg. Central duty relief was used to hold pump prices down until recent State elections were over.
      The Fix: Set a rule based countercyclical excise band so duty falls automatically once crude crosses a stated threshold.
    5. Transport demand left untouched: Blending changes what a vehicle burns and not how many vehicle kilometres are travelled, so total fuel use and pollution keep rising. Eg. Vehicle registrations in large Indian cities continue to grow faster than public transport capacity.
      The Fix: Build reliable subsidised public transport with last mile connectivity, alongside cycling and walking infrastructure.

    Conclusion

    The blend is settled policy and the fleet running on it is not. Two questions remain open. The first is whether a household gets to choose the blend its engine was designed for, rather than absorbing the mileage loss silently at an unchanged pump price. The second is whether ethanol demand can be met without pulling sugarcane and maize out of the food and export chain. Watch the feedstock mix reported for the next Ethanol Supply Year (the twelve month period over which ethanol supply contracts to oil marketing companies are counted) and whether E10 stays on sale.

    Back2Basics

    1. Ethanol Blended Petrol Programme: Administered by the Ministry of Petroleum and Natural Gas, it requires oil marketing companies to sell petrol blended with ethanol to cut crude imports and support sugar and grain producers.
    2. National Policy on Biofuels, 2018: It set the blending pathway and was amended in 2022 to advance the 20% ethanol blending target to the Ethanol Supply Year 2025-26 from 2030.
    3. Permitted feedstock: The policy widened eligible raw material beyond sugarcane molasses to sugarcane juice, damaged foodgrain, surplus rice and maize.
    4. Second generation ethanol: Produced from crop residue and other lignocellulosic waste rather than from food crops, it is supported through the Pradhan Mantri JI-VAN Yojana.

    Matching Previous Year Question

    “Consider the following statements: Statement I: Of the two major ethanol producers in the world, i.e., Brazil and the United States of America, the former produces more ethanol than the latter. Statement II: Unlike in the United States of America, where corn is the principal feedstock for ethanol production, sugarcane is the principal feedstock for ethanol production in Brazil. Which one of the following is correct in respect of the above statements?”

  • The 1991 treaty violated by Pak ship that collided with Indian vessel

    Why in the News

    A Pakistani ship closed on an Indian Navy vessel and collided with it in international waters. India has summoned Pakistan’s Charge d’Affaires over the conduct and placed it in direct contravention of Article 10 of the 1991 Agreement between India and Pakistan on Advance Notice on Military Exercises, Manoeuvres and Troop Movements. Article 10 bars naval ships and submarines of the two countries from closing within three nautical miles of each other while operating in international waters. The last comparable episode was in 2011, when the Pakistan Navy ship PNS Babur brushed past the Indian Navy frigate INS Godavari in the Gulf of Aden and damaged the frigate’s helicopter safety net. The contested point is whether a set of confidence building measures written in the late 1980s and early 1990s still restrains conduct at sea, when the only consequence of a breach is a diplomatic protest.

    What is the 1991 Agreement on Advance Notice on Military Exercises, Manoeuvres and Troop Movements?

    1. Purpose: The agreement establishes a standing mechanism for the two countries to inform each other about military exercises and troop movements. Its stated object is to prevent a crisis arising from a misreading of the other side’s intentions.
    2. Scope: It lays down rules for the land, naval and air forces of both countries. Major exercises close to the other’s territory are to be avoided, and where they take place the other party is to be informed.
    3. Naval threshold: A major naval exercise is defined as one involving six or more ships of destroyer or frigate size and above, exercising in company and crossing into the other country’s Exclusive Economic Zone (the maritime belt extending up to 200 nautical miles from the baseline, over which a coastal State holds resource rights).
    4. Article 10: Naval ships and submarines of the two countries are not to close less than three nautical miles from each other in international waters, so as to avoid an accident. One nautical mile is about 1.85 km.

    Why did the two countries build this agreement when they did?

    1. Nuclear weapons programmes: Accelerating weapons work on both sides through the 1980s raised the cost of any war to a level neither government could absorb. That escalation is what made a standing notification mechanism attractive to both.
    2. Soviet invasion of Afghanistan: The December 1979 invasion made Pakistan and the United States keen to avoid disturbance on Pakistan’s eastern border with India. Pakistan’s western commitment created the space for an eastern arrangement.
    3. Exercise Brass Tacks IV: India carried out a massive military exercise in Punjab and Rajasthan along the India-Pakistan border in January 1987, mobilising some 150,000 troops. The scale of the exercise alarmed Pakistan and produced the specific demand for advance notice that the 1991 treaty answers.
    4. Clarification rights: The agreement allows either side to seek clarification on the assembly of forces, and on the direction, extent and duration of an exercise. That right is the operative response to the uncertainty Brass Tacks IV created.

    What else does the confidence building architecture of this period contain?

    1. Joint commission, 1983: The Agreement for the establishment of a joint commission between India and Pakistan was signed on 10 March 1983. It was the first of the structured bilateral mechanisms of this phase.
    2. Agreement on the Prohibition of Attack against Nuclear Installations and Facilities, 1988: Finalised on 31 December 1988, it bars each country from attacking the other’s nuclear installations. The two sides exchange lists of their nuclear installations every 1 January, and that exchange has continued without a break since 1992.
    3. Cultural Cooperation Agreement, 1988: Signed on the same day as the nuclear installations agreement. It shows the period’s approach of pairing a military restraint measure with a civilian one.
    4. Agreement on Prevention of Air Space Violations, 1991: Signed on 6 April 1991, the same day as the advance notice agreement, it also permits over flights and landings by military aircraft. Air and land restraint were therefore settled together, and the naval rule sits inside the same package.

    What does the recurrence of naval incidents show about the agreement’s reach?

    1. Long gap between incidents: The previous close quarters episode was in 2011 in the Gulf of Aden, far from either country’s coast. The rule has held for long stretches, which is why each breach is treated as a signal rather than as routine.
    2. Distance from the exercise framework: Both incidents occurred during ordinary deployments, not during a notified major exercise. The agreement’s notification machinery is built for planned exercises and does not reach the day to day operations where contact actually happens.
    3. Response limited to protest: India’s recorded response in both cases was a diplomatic communication. No joint inquiry, shared navigational record or agreed finding of fault follows a breach.

    Challenges to the 1991 Agreement

    1. No verification or monitoring machinery: The agreement provides for notification and for clarification on request, and creates no inspection body or joint verification procedure. Eg. Neither side produced an agreed account of the 2011 PNS Babur and INS Godavari incident, which closed without a finding.
      The Fix: Attach a standing naval point of contact on each side with a fixed timeline for exchanging navigational data after a close quarters incident.
    2. No incidents at sea instrument: Article 10 fixes a separation distance and prescribes nothing about signalling, manoeuvring or harassment at close range. Eg. The United States and the Soviet Union addressed exactly these behaviours through the Incidents at Sea Agreement of 1972, which India and Pakistan have no equivalent of.
      The Fix: Negotiate a dedicated incidents at sea agreement covering signalling procedure and prohibited manoeuvres, separate from the exercise notification framework.
    3. Dependence on the political climate: Each measure in this architecture survives only while the wider relationship permits it, and none carries a self executing renewal. Eg. The composite dialogue that carried most bilateral confidence building work has been suspended for extended periods after terror attacks.
      The Fix: Insulate the technical measures from the political dialogue by giving the military to military channels their own standing mandate.
    4. Silence on non-state and hybrid activity: The instruments of this period address regular forces and declared exercises, and say nothing about maritime infiltration, unattributed vessels or fishing fleet incidents. Eg. The 26 November 2008 Mumbai attackers reached the city by sea after hijacking a fishing trawler.
      The Fix: Extend the notification framework to a maritime incident register covering non-naval vessels operating in the other country’s declared zones.
    5. Asymmetry in the dispute settlement route: A breach produces a summons, and the agreement names no arbiter, no penalty and no suspension clause. Eg. India’s protest in the present case ends with the summons, whatever the outcome of the collision.
      The Fix: Provide for a joint review at the level of the two naval headquarters within a fixed period of any reported breach of Article 10.

    Conclusion

    The 1991 Agreement remains in force, and both navies continue to operate in the same international waters. India’s response has stopped at a summons, which is the whole of what the instrument provides. The gap the collision exposes is procedural rather than political: the two countries have a rule on separation at sea and no shared means of establishing what happened when it is broken. What to watch is whether the exchange of nuclear installation lists due on the next 1 January proceeds as usual, since that is the one measure of this architecture that has run unbroken and is the readiest indicator of whether the rest still holds.

    Matching Previous Year Question

    “Terrorist activities and mutual distrust have clouded India-Pakistan relations. To what extent the use of soft power like sports and cultural exchanges could help generate goodwill between the two countries? Discuss with suitable examples.”

  • Banks can’t use force to seize vehicles over loan default: SC

    Why in the News

    The Supreme Court has reiterated that banks and Non-Banking Financial Companies (NBFCs), which are Reserve Bank of India registered lenders that extend credit without holding a banking licence, cannot use force to seize financed vehicles in loan default cases. A two judge Bench recorded that the guidelines the Reserve Bank of India (RBI) issued to prevent exactly this have “existed only on paper, and no steps have been taken to implement it”. The ruling answers the Court’s own decision in Manager, ICICI Bank Ltd vs Prakash Kaur and Others (2007), which held that recovery of loans and seizure of vehicles can be made only through legal means. The tension the Court set out is between a financier’s contractual right to take possession without going to court, and a borrower’s entitlement to notice and due process before losing the asset he earns his living from.

    What is the Fair Practices Code for Lenders?

    1. What it is: It is a set of RBI guidelines, issued on 5 May 2003, governing how lenders may conduct loan recovery.
    2. What it bars: It states that in matters of recovery, lenders should not resort to undue harassment, including persistently bothering borrowers at odd hours and the use of muscle power for recovery.
    3. Status of the instrument: It operates as a supervisory direction on regulated entities rather than as a penal statute, so compliance turns on the regulator enforcing it.

    On what basis can a financier repossess a vehicle at all?

    1. Repossession as a contractual right: The right to take possession of a financed vehicle in the first instance is a matter of contract between the lender and the borrower.
    2. Commercial purpose of the right: Such clauses make it commercially feasible for institutions to extend credit against the security of the financed asset to borrowers of modest means.
    3. Why it demands strict reading: The right operates outside the supervision of a court at the first instance, so it must be construed with great circumspection.
    4. What happens if it is left unchecked: Read loosely, it becomes a licence to seize property by stealth, by force or in the dead of night, converting a facility meant to promote financial inclusion into an instrument of oppression against the class it was designed to serve.

    Why was this particular repossession held unlawful?

    1. How the vehicle was taken: Four unidentified persons broke the truck’s steering lock at about 1 am on 9 April 2023 while it stood parked after a delivery at a godown in Ayodhya, and drove it away.
    2. Absence of notice: No seven-day notice was issued to the borrower before repossession, and the sale proceeds were adjusted before he was asked to pay the outstanding amount.
    3. The Court’s characterisation: Taking possession by breaking open the steering lock bears every mark of the “goondaism” that the Court in Prakash Kaur and the RBI in its successive guidelines have condemned.
    4. The loan clause itself: The agreement placed the borrower entirely at the mercy of the financier’s unilateral discretion, both on whether notice would be given at all and on the manner and timing of the sale. The Bench held this to be in consonance with neither the RBI guidelines nor the provisions of the Indian Contract Act, 1872.

    What did the Court order, and what does it demand of the regulator?

    1. Compensation to the borrower: The Bench ordered payment of compensation for violation of the borrower’s constitutional rights, treating a private recovery action as engaging rights rather than as a purely contractual dispute.
    2. Direction to the regulator: The RBI was directed to take effective steps to secure genuine compliance with its guidelines and circulars.
    3. The balance the Court named: The failure identified was of the balance between the financier’s legitimate need for an efficient recovery mechanism and the borrower’s equally legitimate entitlement to fair treatment before being deprived of the asset by which he earns his bread.
    4. Route the case took: The Chief Judicial Magistrate’s court at Ayodhya and the Allahabad High Court had earlier dismissed the borrower’s plea, so relief came only at the third tier.

    Challenges to enforcing the Fair Practices Code

    1. A direction without a penalty: The Code binds regulated entities but attaches no automatic consequence to a breach in an individual recovery. Eg. The Court found the 2003 guidelines had existed only on paper for over two decades.
      The Fix: Attach a defined monetary penalty and a compensation floor to each proved instance of forcible repossession, payable by the lender to the borrower without separate litigation.
    2. Outsourced recovery breaks the accountability chain: Lenders engage third party recovery agents, and the agent’s conduct is difficult to attribute to the regulated entity. Eg. The Prakash Kaur ruling of 2007 turned on banks employing “goondas” to take possession of vehicles.
      The Fix: Make the lender vicariously liable in the circular itself for every act of a contracted recovery agent, with the agent’s identity recorded against the loan account.
    3. Borrowers cannot realistically litigate: A commercial vehicle borrower who loses the asset also loses the income needed to fund a case through three tiers. Eg. This borrower’s plea was dismissed by a magistrate’s court and a High Court before the Supreme Court heard it.
      The Fix: Route repossession complaints to the RBI Ombudsman with a fixed timeline, so the first remedy is administrative rather than judicial.
    4. One-sided loan contracts: Standard-form agreements let the lender decide unilaterally whether notice is given and when the asset is sold. Eg. The clause in this case left both notice and the timing of sale to the financier’s discretion.
      The Fix: Prescribe a mandatory model repossession clause, carrying a minimum notice period and a floor price mechanism for sale, that no lender may contract out of.
    5. Supervisory attention follows systemic risk, not conduct: Prudential supervision of NBFCs concentrates on capital and asset quality rather than on recovery conduct at the branch level. Eg. Digital lending recovery practices drew RBI action only after the 2021 working group report on digital lending.
      The Fix: Add a conduct-compliance return on recovery complaints to the periodic supervisory reporting NBFCs already file.

    Conclusion

    The prohibition on forcible seizure was settled in 2007 and has been restated now because restating it has not been enough. What is new is the direction to the RBI, which moves the problem from the borrower’s ability to litigate to the regulator’s willingness to supervise its own conduct rules. The measure to watch is whether the RBI converts the Fair Practices Code into a reporting and penalty framework rather than a circular, and whether repossession complaints begin to be resolved before they reach a court.

    Back2Basics: Non-Banking Financial Companies

    1. What they are: Companies registered under the Companies Act, 2013 that lend, invest or acquire financial assets, without holding a banking licence.
    2. Registration and supervision: They must register with the RBI under the Reserve Bank of India Act, 1934, and are supervised by it.
    3. How they differ from banks: They cannot accept demand deposits, are not part of the payment and settlement system, and cannot issue cheques drawn on themselves.
    4. Deposit insurance: Deposit insurance cover from the Deposit Insurance and Credit Guarantee Corporation is not available to NBFC depositors.

    Matching Previous Year Question

    “No direct PYQ traced in the provided files”

  • Social security net widens: Govt nod for raising EPFO wage ceiling to Rs 25,000

    Why in the News

    The Union Cabinet has approved raising the mandatory wage ceiling for subscribers of the Employees’ Provident Fund Organisation (EPFO), the statutory body that runs India’s largest contributory retirement savings system, from Rs 15,000 to Rs 25,000 a month. The last revision came in September 2014, when the ceiling moved from Rs 6,500 to Rs 15,000. The stated reason for acting now is sustained wage growth, rising incomes and the continued expansion of formal employment over the intervening years. The revision widens mandatory coverage by about 51 lakh workers, and it also raises what employers must set aside for every worker earning between Rs 15,000 and Rs 25,000. The contested point is who absorbs that higher cost, since employers may adjust it inside the existing cost-to-company structure and reduce take-home pay.

    What is the EPFO wage ceiling?

    1. Statutory wage ceiling: It is the monthly wage level up to which provident fund contributions are compulsory for both the employee and the employer. Contributions above that level are voluntary rather than mandated.
    2. Wage base it is applied to: The ceiling applies to basic salary, dearness allowance and retaining allowance where one is paid, not to gross salary.
    3. Coverage trigger: A worker earning at or below the ceiling must be enrolled, so raising the ceiling pulls a fresh band of salaried workers into statutory coverage rather than leaving their savings to voluntary choice.
    4. What it governs beyond savings: The same ceiling fixes the wage on which pension and insurance entitlements are calculated, so it sets the size of the benefit and not only the size of the deduction.

    What changes in contributions and pension after the revision?

    1. Contribution rate: Employees and employers each contribute 12% of the wage base. The employee’s entire share goes to the Employees’ Provident Fund (EPF).
    2. Split of the employer’s share: Of the employer’s 12%, 3.67% goes to EPF and 8.33% goes to the Employees’ Pension Scheme (EPS), the defined-benefit pension arm.
    3. Pension contribution cap: The monthly EPS contribution is capped at Rs 2,080, up from Rs 1,250. Employees make no contribution of their own to the pension scheme.
    4. The Centre’s own share: The government contributes 1.16% towards an employee’s pension up to the wage ceiling, so the higher ceiling raises the Centre’s per-worker liability automatically.
    5. Effect on a single worker: Total EPF contribution for a worker is expected to rise by about Rs 600 a month on average, as per official estimates.

    Who does the wider net cover, and at what fiscal cost?

    1. Additional coverage: About 51 lakh more employees come under the EPFO’s ambit. Over 8 crore workers will be mandated to contribute up to the Rs 25,000 wage limit.
    2. Three benefits widened at once: The higher ceiling expands access to provident fund savings, pension protection under EPS and insurance protection under the Employees’ Deposit Linked Insurance Scheme (EDLI), which pays a lump sum to the nominee of a member who dies in service.
    3. Additional budgetary cost: The Centre bears an added Rs 1,089 crore. Annual government outgo on pension contributions rises to about Rs 11,339 crore against existing budgetary support of about Rs 10,250 crore.
    4. Date of effect: The revised ceiling takes effect from 18 September 2026, which the Labour and Employment Ministry marked as Vishwakarma Puja.

    Why had the ceiling stayed unchanged for 12 years?

    1. Gap since the last revision: The previous revision came in September 2014, when the ceiling moved from Rs 6,500 to Rs 15,000, and that level then stood unchanged for 12 years.
    2. Statutory ceiling below statutory minimum wages: At least seven major States and Union Territories already fix minimum wages for unskilled workers above the old Rs 15,000 ceiling. Eg. Delhi at Rs 17,800, Maharashtra Rs 17,000, Karnataka Rs 16,800, Haryana Rs 16,500, Gujarat Rs 16,000, Rajasthan Rs 15,500 and Uttarakhand Rs 15,220.
    3. Signalling effect on the labour market: A ceiling set above every State minimum wage signals a higher reference wage scale for workers to States and to employers.
    4. Framework realignment: The revision lets the statutory contribution and pensionable-wage framework track prevailing wage levels rather than wage levels of a decade ago.

    Challenges to the higher EPFO wage ceiling

    1. Absorption inside cost-to-company: Employers may absorb the higher contribution within the existing cost-to-company structure, so the worker funds a larger part of a benefit that is formally split. Eg. An employee drawing Rs 22,000 a month gains statutory coverage and loses monthly take-home pay at the same time.
      The Fix: Issue the revised wage ceiling guidelines with an explicit restatement that the employer’s provident fund share cannot be deducted from the employee’s pay, backed by inspection of pay structures in the affected band.
    2. Cost pressure on small employers: Higher provident fund, pension and insurance liabilities land hardest on labour-intensive units with thin margins. Eg. Manufacturing units and micro, small and medium enterprises face higher operating costs in the short run.
      The Fix: Extend an employer-share support window for newly covered workers in small units, on the design already used for employment-linked incentive support.
    3. Informality is untouched: The statutory framework applies to establishments with 20 or more employees, so the vast majority of India’s workers remain outside it whatever the ceiling. Eg. Casual and own-account workers in construction and retail gain nothing from a ceiling revision.
      The Fix: Link the revised ceiling to universal registration of workers on the e-Shram database, so coverage expands by widening the base and not only by raising the wage line.
    4. Pension adequacy: A pension calculated on a capped pensionable wage still delivers a small monthly pension after decades of service. Eg. The minimum monthly pension under the Employees’ Pension Scheme has stood at Rs 1,000 since 2014.
      The Fix: Fix a periodic statutory review cycle for both the wage ceiling and the minimum pension, so neither depends on a discretionary decision once in 12 years.
    5. Contested exit and withdrawal rules: Frequent changes to withdrawal and settlement rules reduce the predictability that a long-horizon savings product depends on. Eg. The 2016 proposal to restrict full provident fund withdrawal before retirement was rolled back after protests.
      The Fix: Settle withdrawal rules through the tripartite Central Board of Trustees with a stated notice period before any change takes effect.

    Conclusion

    Coverage and adequacy have moved together for the first time in over a decade in this scheme. The revision settles the width of the statutory net; it leaves open who ultimately pays for the widening. The test is whether the guidelines still to be issued hold employers to the rule that their share cannot be recovered from wages, and whether the newly covered band sees its take-home pay protected in the first pay cycles after 18 September 2026.

    Back2Basics: Employees’ Provident Fund Organisation

    1. Governing statute: It functions under the Employees’ Provident Funds and Miscellaneous Provisions Act, 1952, and is administered by the Ministry of Labour and Employment.
    2. Applicability: The Act applies to notified establishments employing 20 or more persons.
    3. Three schemes it runs: The Employees’ Provident Fund Scheme, 1952, the Employees’ Pension Scheme, 1995 and the Employees’ Deposit Linked Insurance Scheme, 1976.
    4. Governance: It is steered by the tripartite Central Board of Trustees, which carries representatives of the Centre, State governments, employers and employees.

    Matching Previous Year Question

    “With reference to casual workers employed in India, consider the following statements: 1.All casual workers are entitled to Employees Provident Fund coverage. 2.All casual workers are entitled to regular working hours and overtime payment. 3.The government can, by notification, specify that an establishment or industry shall pay wages only through its bank account. Which of the above statements are correct?”

  • China’s open AI advantage may not last forever

    China’s open AI advantage may not last forever

    Why in the News

    Indian startups are rebuilding their products on Chinese open weight foundation models, with Qwen, DeepSeek and Kimi delivering large cost savings and lagging the American frontier by about six months. Reporting from July 2026 records Indian companies increasingly switching to Chinese large language models (LLMs) to contain Artificial Intelligence (AI) costs, with startups cutting costs by an order of magnitude. This open weight release is neither charity nor a workaround for chip export controls, and rests on five reinforcing logics that make the strategy durable. The tension is that durable is not permanent, and the assessment set out here is that China will begin graduating access to its frontier open weight models around late 2028.

    What is an open weight model?

    1. What is released: The trained parameters of the model are published, so anyone can download the model and run it on their own hardware.
    2. How it differs from an interface: A proprietary model is reached through an interface the provider controls, and the provider can price it, restrict it or withdraw it. A downloaded model keeps working whatever the provider later decides.
    3. What it enables: The holder can fine tune the model on its own data and modify its behaviour, which a provider controlled interface does not permit.
    4. Why the distinction is strategic: The choice between the two forms decides whether capability sits with the user or with the supplier.

    How far have Indian firms moved onto Chinese models?

    1. Products rebuilt on Chinese foundations: Indian startups are constructing their products on Qwen, DeepSeek and Kimi rather than on American frontier models.
    2. Performance is close enough: These models run almost as well as the American frontier and trail it by roughly six months, which is within tolerance for most commercial applications.
    3. The cost difference is not marginal: One venture investor cited startups cutting costs by an order of magnitude, which changes what is affordable rather than trimming a bill.
    4. The switch is deliberate: The stated reason for the move is cost containment rather than any assessment of capability.

    What are the five logics behind China’s open weight strategy?

    1. Cost: DeepSeek trained its R1 model for $294,000, a fraction of what American frontier laboratories incur, with distillation from American models and architectural efficiency breakthroughs compressing research spending.
    2. Prestige: DeepSeek’s January 2025 release wiped roughly a trillion dollars off American technology stocks, and open weighting has since been converted into diplomacy through the 29 country World Artificial Intelligence Cooperation Organization (WAICO) bloc and 5,000 training slots offered to developing countries.
    3. Commoditisation: American laboratories monetise proprietary weights, so free models good enough for most commercial work attack their pricing power. Chinese firms need not beat the competing product, only destroy the ability to charge for it.
    4. Capital: Financial repression traps household savings in state banks that lend cheaply to strategic sectors, producing the same subsidisation and overcapacity that flattened the global solar and electric vehicle markets. In AI it produced 820 LLMs registered with China’s cyberspace authority by early 2026.
    5. Infrastructure: Free models drive adoption, which drives demand for the complementary products China dominates in energy, cloud and physical infrastructure. Alibaba’s cloud revenue grew 34 percent year on year while it gave Qwen away.

    What conditions would make Beijing close the gates?

    1. The consultation is already under way: Chinese regulators led by the Ministry of Commerce have been consulting Alibaba, Bytedance and Zhipu on limiting the transfer of training data abroad and on whether foreign users should continue to freely download model weights.
    2. Consolidation: Beijing can coordinate five firms and cannot coordinate 800, and the state news agency has announced the shift from the “Hundred Model War” to the “Top Five Basic Models”. American export controls, by raising costs for Chinese laboratories, are accelerating the very consolidation that makes restriction feasible.
    3. Lock in: Restricting access before global developers are deeply embedded in the Chinese cloud stack would send them elsewhere and break the flywheel. That threshold is currently far from being reached.
    4. Saturation: Once the pricing power of frontier American laboratories is sufficiently commoditised, and open weight releases from Meta, Mistral, Nvidia and others sustain the pressure independently, further Chinese releases buy nothing. The gap here is narrowing and still exists.

    What would graduated restriction actually look like?

    1. Not a switch: The likely outcome is a set of graduated pathways rather than a single closure, appearing from around late 2028.
    2. Embargoed weights: Frontier models served through an interface first, with the weights released only after a six month embargo.
    3. Licensing above a capability threshold: Commercial licensing required beyond a stated capability level, with smaller distilled models left free as the entry route.
    4. Scaffolding withheld: Model weights released openly while tool use and agentic scaffolding, which is what turns a model into a working system, are held back.
    5. Preferential access: Members of the WAICO bloc receiving access on better terms than non members, which converts model access into a membership benefit.

    What should India do with the open window?

    1. Price in the switching costs: The open ecosystem should be used on the assumption that access terms will change, so the cost of moving between stacks is budgeted now rather than discovered later.
    2. Model agnostic architecture in the public sector: Government departments and regulated sectors should be built on abstraction layers and harnesses that work across stacks, so a change of supplier becomes a configuration change.
    3. A routing layer instead of hardware subsidies: The Ministry of Electronics and Information Technology (MeitY) should consider running a public sector routing service across models, in place of offering compute subsidies on slices of graphics processing units.
    4. Atmashakti rather than self sufficiency: Effort should concentrate where India can actually win, in applications, industrial and language data, edge inference silicon design and domain specific fine tuning. This is self strength built in a few selected segments, in place of full self sufficiency that India cannot afford and does not need.
    5. Use the window diplomatically: India should shape open weight norms in multilateral forums while the commons is still open and Beijing still needs legitimacy for it.

    Challenges to India’s reliance on open weight models

    1. Dependence is being built into production systems: Cost driven adoption embeds a foreign model in products that cannot be rewritten quickly when terms change. Eg. Startups rebuilding their core products on a single model family carry the switching cost inside their architecture.
      The Fix: Require an abstraction layer in any publicly funded AI deployment, so the model can be swapped without rebuilding the application.
    2. Diffusion is mistaken for capability: Rapid adoption of adequate models raises productivity and builds no domestic ability to produce the next model. Eg. Most Indian AI activity sits in applications rather than at the frontier.
      The Fix: Tie public procurement preference to firms that contribute datasets, evaluations or fine tuned models back into a shared national repository.
    3. Language and data coverage is thin: A model trained elsewhere performs worse on Indian languages and on Indian administrative data, which is where public sector value lies. Eg. Low resource Indian languages remain weakly represented in the training corpora of major open models.
      The Fix: Treat curated Indian language and sectoral datasets as the national asset to fund, since a data advantage survives a change of model supplier.
    4. Compute access is governed elsewhere: The hardware needed to fine tune or serve a large model at scale is subject to export controls set by other governments. Eg. Advanced processor supply to India and to China is determined by controls neither country sets.
      The Fix: Prioritise edge inference silicon design, where India can build a position that does not depend on access to frontier training hardware.
    5. Security review of downloaded models is weak: An openly released model can carry behaviour that surfaces only under specific conditions, and there is no standing capability to test for it. Eg. Backdoor behaviour triggered by particular inputs has been demonstrated in publicly released models.
      The Fix: Mandate evaluation of any model used in a regulated sector against a published test suite before deployment.

    Conclusion

    The open models now cutting Indian costs are being given away because a strategic competition is currently being fought that way, and that is the fact to plan against rather than the saving to celebrate. India can take the cost advantage and still owe itself an architecture that survives the moment the giving stops. The marker to watch is the Chinese consultation on foreign downloads of model weights, since a decision there arrives well before any formal restriction does.

    Government Initiatives for Artificial Intelligence in India

    1. IndiaAI Mission: Approved in 2024 with an outlay of Rs 10,371 crore and implemented by IndiaAI under MeitY, it builds compute, datasets, skills and startup financing as a single ecosystem programme.
    2. IndiaAI Compute: A national AI compute grid of over 38,000 graphics processing units, offering eligible users up to 40 percent lower compute costs.
    3. AIKosh: A national repository of non personal datasets and models, carrying thousands of datasets across sectors including agriculture, health, climate and governance.
    4. IndiaAI Safety Institute: The national trust framework within the mission, covering bias mitigation, privacy, explainability and AI governance.
    5. India AI Impact Summit 2026: Hosted by India under the mission, it repositions the global discussion from AI safety towards AI for development and convenes Global South participation.

    Matching Previous Year Question

    [2023] “Introduce the concept of Artificial Intelligence (AI). How does AI help clinical diagnosis? Do you perceive any threat to privacy of the individual in the use of AI in healthcare?”

  • SEMICON India 2026: Building India’s Semiconductor Ecosystem

    SEMICON India 2026: Building India’s Semiconductor Ecosystem

    Why in the News?

    SEMICON India 2026 will be inaugurated at Yashobhoomi, Dwarka, with the theme “Silicon to Systems: Building the Ecosystem.”

    Key Highlights

    • India’s electronics production rose from ₹1.9 lakh crore (2014-15) to ₹13.11 lakh crore (2025-26).
    • Electronics exports increased from ₹38,000 crore to ₹4.24 lakh crore.
    • Mobile phone production rose to ₹6.27 lakh crore.
    • India now manufactures 99.2% of the mobile phones it uses.
    • Electronics manufacturing supports around 2.5 million jobs.

    Semicon India Programme

    • Semicon 1.0 (2021): ₹76,000 crore outlay.
    • Semicon 2.0 (2026): ₹1,27,500 crore outlay.
    • Six focus areas:
      • Chip design
      • Semiconductor equipment and materials
      • Fabrication facilities
      • Advanced packaging
      • Research and development
      • Talent development
    • 12 semiconductor projects approved across 6 states, with investments exceeding ₹1.64 lakh crore.
    • 3 facilities have started commercial production.

    Semiconductor Talent

    • Target: 85,000 skilled semiconductor engineers.
    • Chips to Startup Programme deployed Electronic Design Automation (EDA) tools across 320 institutions.
    • More than 68,000 students trained.
    • 211 chips taped out by 75 institutions by April 2026.
    • Seven chips fabricated, including nodes down to 12 nm.

    ChipIN Centre

    • Established at C-DAC under the Chips to Startup and Design Linked Incentive programmes.
    • Provides access to chip-design tools, fabrication services and training.
    • Reached 1 lakh+ engineers from 500+ organisations.

    International Dimension

    • India joined the Pax Silica coalition in 2026.
    • Focus: securing the global silicon supply chain, including critical minerals, fabrication and advanced AI systems.

    Important Full Forms

    • SEMICON: Semiconductor-related industry exhibition/platform
    • EDA: Electronic Design Automation
    • C-DAC: Centre for Development of Advanced Computing
    • C2S: Chips to Startup
    • DLI: Design Linked Incentive
    • MSME: Micro, Small and Medium Enterprises

    Prelims Quick Revision

    • Semicon India Programme: launched in 2021.
    • Semicon 1.0: ₹76,000 crore.
    • Semicon 2.0: ₹1,27,500 crore.
    • ChipIN Centre: C-DAC.
    • Semiconductor ecosystem includes design + fabrication + packaging + testing + equipment/materials + talent.
  • WorldSkills Shanghai 2026: India’s Largest-Ever Contingent

    WorldSkills Shanghai 2026: India’s Largest-Ever Contingent

    Why in the News?

    India has flagged off its largest-ever 70-member contingent for the 48th WorldSkills Competition, to be held in Shanghai from 22-27 September 2026.

    Key Highlights

    • 70 competitors representing India.
    • Competing across 63 skill categories.
    • India will debut in 11 new-age skill categories.
    • WorldSkills Shanghai: 1,400+ competitors from 60+ countries/regions.
    • Focus: technical excellence, innovation, creativity and craftsmanship.

    11 New Skill Categories

    • Dental Prosthetics
    • Digital Interactive Media Design
    • Intelligent Security Technology
    • Landscape Gardening
    • Optoelectronic Technology
    • Retail Sales
    • Unmanned Aerial Systems
    • Industrial Mechanics
    • Software Testing
    • Heavy Vehicle Technology
    • Aircraft Maintenance

    India’s Performance

    • WorldSkills ranking improved from 29th (2015) to 13th (WorldSkills Lyon 2024).
    • Lyon 2024: 4 Bronze Medals + 12 Medallions for Excellence.
    • 8th position in Asia at WorldSkills Asia 2025.

    What is WorldSkills?

    • WorldSkills International is a global organisation that promotes vocational education, technical skills and excellence in skilled professions.
    • The competition works like an international championship for skills. Competitors demonstrate practical expertise under standardized conditions and are assessed against international benchmarks.

    India and WorldSkills

    • India has been a member of WorldSkills International since 2007.
    • The country’s participation is closely linked with the Skill India ecosystem and efforts to improve the quality, employability and international competitiveness of India’s workforce.

    WorldSkills India Champions Club

    • First cohort of 16 former competitors and medallists inducted.
    • Aim: mentor aspiring competitors and promote India’s skills ecosystem.

    Important Full Forms

    • MSDE: Ministry of Skill Development and Entrepreneurship
    • NSDC: National Skill Development Corporation
    • ICAR: Indian Council of Agricultural Research

    Prelims Quick Revision

    • WorldSkills Competition: Major international competition promoting excellence in vocational skills.
    • 2026 edition: Shanghai, China.
    • India: 70-member contingent, 63 skill categories.
    • WorldSkills Lyon 2024: India ranked 13th.

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