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  • [20th July 2026] The Hindu OpED: The Stark Reality of the Missing Jobs for India’s Gen Z

    PYQ Relevance[UPSC 2014] While we flaunt India’s demographic dividend, we ignore the dropping rates of employability. What are we missing while doing so? Where will the jobs that India desperately needs come from? Explain.
    Linkage: The PYQ asks whether India is ignoring falling employability while flaunting its demographic dividend, and where future jobs will come from. It matches the article’s central tension between the demographic dividend narrative and the graduate unemployment reality.

    Mentor’s Comment

    Periodic Labour Force Survey (PLFS) 2023-24 data shows that unemployment among India’s Gen Z rises, not falls, with higher education. Also, most employed Gen Z workers hold no job contract or social security cover. This has exposed a widening gap between India’s celebrated demographic dividend and the actual quality of work available to its youngest working-age cohort.

    How Wide Is India’s Youth Employment Gap?

    1. Low participation: Labour Force Participation Rate (LFPR) for Gen Z stands at 41.7%, against 75% for Millennials, reflecting continued engagement in education as well as exit from the workforce.
    2. Rural-urban reversal: Rural Gen Z participation (44.1%) exceeds urban participation (37.2%), indicating urban youth delay labour market entry for education and training while rural youth enter earlier out of necessity.
    3. Unemployment gap across cohorts: Overall Gen Z unemployment is 11.9%, compared to just 2% among Millennials, showing the crisis is concentrated in the youngest cohort.
    4. Urban unemployment is sharper: Urban Gen Z unemployment rises to 17.1%, well above the national Gen Z average.
    5. Gender compounds urban unemployment: Urban young women face 22.6% unemployment, the highest among all sub-groups measured.

    How Does Gender Deepen the Employment Crisis for Gen Z?

    1. Domestic duties as exclusion: 27.1% of Gen Z women are engaged only in domestic duties, against just 0.32% of Gen Z men, pulling them out of the labour force altogether.
    2. Low regular wage employment for women: Only 4.7% of Gen Z women hold regular wage jobs, compared to 14.8% of Gen Z men.
    3. Male LFPR advantage: Male labour force participation stands at 59.3% in rural India and 51.3% in urban India, against just 28% and 21.1% respectively for young women.
    4. Structural, not just economic, barriers: Childcare burdens, safety concerns, mobility constraints, and social norms keep women out of paid work, independent of job availability.
    5. Demographic dividend undermined: A large share of young women outside the paid economy weakens the case that India is fully harnessing its demographic dividend.

    Why Does More Education Correlate with Higher Unemployment? 

    1. Graduate unemployment exceeds average: Among Gen Z men with graduate-level education or above, unemployment stands at 29%, and among Gen Z women at 36.9%, both far above the respective cohort averages.
    2. Inverted assumption: Education is expected to lower unemployment; instead, unemployment rises at the highest education levels, contradicting the standard human capital logic.
    3. Persists across cohorts: Millennial graduate unemployment is 5.2% for men and 13.8% for women, confirming the pattern is not unique to Gen Z alone but is sharper for Gen Z.
    4. Root cause is mismatch: The gap reflects a mismatch between what the education system produces and what the labour market demands, not merely a shortage of degree-holders.
    5. Technology reshapes demand: Automation and growing adoption of artificial intelligence are altering the nature of available jobs, widening the skill mismatch further.
    6. Risk of delay compounding: When higher education does not convert quickly into employment, frustration rises, family investment in education comes under strain, and confidence in the growth story weakens.

    Why Is Social Security Coverage a “Mirage” Even for Employed Gen Z?

    1. Low social security coverage: Only 20.1% of Gen Z individuals are covered by social security, leaving the vast majority without protection even when employed.
    2. Job contracts are rare: Just 14.1% of Gen Z workers have a formal job contract; among the 79.9% lacking social security, only 3.2% have a job contract.
    3. Contractual employment is the exception: Only 17.3% of Gen Z workers hold any form of contractual employment, meaning most enter the workforce without either a contract or social protection.
    4. Informalisation within formal employment: Recent years show growing evidence of informalisation of formal employment among Gen Z, meaning even formal-sector jobs are losing security features.
    5. Millennials are only marginally better: Only 26% of Millennials have a job contract and 28.6% are covered by social security, showing the informality problem extends across cohorts, not just Gen Z.
    6. Social cost visible: Large-scale labour protests by industrial and factory workers in Noida, Uttar Pradesh, demanding higher wages and better working conditions, reflect the frustration insecure and poorly protected employment can produce.

    Why Must India Treat Unemployment, Skilling, Women’s Work, and Informality as One Problem?

    1. Debate wrongly siloed: India’s jobs debate is usually discussed separately as unemployment, skilling, women’s work, and labour force participation, obscuring their common origin.
    2. Single connected failure: All four are facets of one connected failure of labour market transition, where education is prolonged but the bridge from education to work remains weak.
    3. Skilling alone is insufficient: Skill programmes have value but cannot substitute for actual job creation, since the binding constraint is demand for labour, not only its quality.
    4. Structural, not motivational, barrier for women: Women face structural barriers that keep them out of work or push them into unpaid roles, and even when employed, work is too often outside formal protection.
    5. Precondition for resolution: Expanding labour-intensive sectors, strengthening school-to-work pathways, aligning training with employer needs, and enabling women’s paid work through apprenticeships, hiring incentives, safe transport, and childcare support are named as the necessary conditions for change.

    Conclusion

    India’s demographic dividend is faltering not from a shortage of young workers but from a labour market unable to convert education into secure, well-paid work; unemployment rises rather than falls with higher education, and even the employed largely lack contracts or social security. Until labour-intensive job creation, skilling-employer linkages, and women’s structural access to work are addressed together rather than in silos, the demographic dividend will remain, in the article’s own words, a promise deferred.

  • Making Sense of Embodied AI: The Next Frontier in Robotics

    Why in the News?

    On April 14, Boston Dynamics and Google DeepMind gave Spot, a robot dog long confined to scripted routines, an AI brain (Gemini Robotics-ER 1.6). This revived global interest in “embodied AI” as robots moved from labs into real-world settings such as the FIFA World Cup 2026 football field and America’s Got Talent. This has sharpened the debate over whether robotic intelligence is fundamentally a software problem or one rooted in the physical body itself.

    What does ’embodied AI’ actually mean, and why is intelligence not just software placed in a robot body?

    1. Definition: Embodied AI is a paradigm of artificial intelligence where algorithms are integrated into physical systems (such as humanoid robots, robotic arms, and autonomous vehicles) to perceive, learn from, and interact with the physical world through sensory motor control.
    2. Body as computation, not container: Researchers argue a robot’s body is not merely a delivery mechanism for intelligence but part of the computation itself. This claim is advanced by Rolf Pfeifer (Zurich) and Josh Bongard (Vermont) in How the Body Shapes the Way We Think.
    3. Subsumption architecture: Rodney Brooks showed in the late 1980s-90s that layered reflexes coupled directly to sensors and motors can produce robust real-time behaviour without any internal world-model. This challenged the dominant symbolic-AI paradigm of the time.
    4. Morphological computation: Physical body structure offloads work that would otherwise require a brain. A passive-dynamic walker descends a slope using only leg geometry, with no motors or control system.
    5. Adaptive material design: A soft, compliant robotic hand grips oddly shaped objects without an explicit shape model, because the material itself deforms and adapts.
    6. Common thread: Across Pfeifer’s lab, Brooks’s robots, and today’s humanoids, intelligence is distributed between brain, body, and environment, not confined to one part.

    Why does mastering the physical world remain far harder for AI than mastering language and images?

    1. Different learning problem: Unlike chatbots trained on text, images, and video, embodied AI must master gravity and balance across countless physical scenarios a robot may face.
    2. Simulation-to-real gap: Success in simulation rarely translates perfectly to the real world, since simulated environments cannot capture every physical contingency.
    3. Market-performance mismatch: The embodied AI market is projected to reach $23 billion by 2030, yet most humanoid robots still run only about 90 minutes on a charge.
    4. Lab-to-field performance drop: Policies that succeed 95% of the time in the lab drop to roughly 60% in the real world.
    5. Central bottleneck: The gap between demo and deployment remains the field’s unglamorous but defining problem.

    How does embodied AI differ from neuromorphic AI, despite both drawing on biology?

    1. Different questions: Embodied AI asks where intelligence lives, treating cognition as distributed across brain and body; neuromorphic AI asks how the processor itself is built.
    2. Hardware-agnostic: Embodied AI is largely indifferent to processor type; a robot’s “brain” can run on an ordinary GPU cluster.
    3. Spiking neural networks (SNNs): Neuromorphic AI most commonly uses SNNs, where each neuron fires only once incoming signals cross a threshold, suiting time-sensitive tasks like motion sensing.
    4. Power efficiency: Neuromorphic chips consume energy only when neurons are actively spiking, making them notably power-efficient.
    5. Convergence in practice: A growing body of research on “embodied neuromorphic intelligence” places spiking, event-driven chips inside physical robots specifically for their low power draw and fast response.

    How can co-designing body and brain through evolutionary computation address the body-task mismatch?

    1. The design question: If bodies perform computation, the right approach is to design the body for the task, rather than bolting an AI model onto whatever frame engineers have already built.
    2. Jin’s argument: Yaochu Jin, Alexander von Humboldt Professor at Bielefeld University, holds that neural control and physical form must be developed together, not designed separately and combined.
    3. Biological parallel: This mirrors how biological organisms grow nervous systems and bodies in tandem, shaped by continuous environmental feedback.
    4. Research focus: Jin’s work centres on co-evolving nervous systems and morphology, and on how environmental feedback shapes an organism’s sensory distribution.
    5. Practical payoff: Evolutionary computation lets simulated robot populations compete and replicate based on task performance before any physical prototype is built, addressing the costly, slow problem of manually re-engineering hardware whenever a task changes.

    Why is embodied AI a systems challenge that no single breakthrough can resolve?

    1. Persistent sim-to-real gap: Policies trained cheaply in simulation, run millions of times over, still degrade sharply once deployed on real hardware.
    2. Speed-reflex mismatch: Reasoning models are often too slow for robot limbs that must react in milliseconds, forcing a split between heavy “thinking” done off-device and lighter reflexive control on the robot itself.
    3. Hardware fragility: Short battery runtimes and vulnerable components undercut otherwise successful pilots.
    4. Data scarcity: Embodied systems lack an internet-scale training corpus. The Open X-Embodiment dataset and Generalist AI’s GEN-0 are early attempts to build one, but real-world deployment needs at least tens of millions of hours of training data.
    5. A systems problem, not just a software one: Safe deployment depends on sensors, hardware robustness, operational design limits, human interaction, cybersecurity, and organisational processes, not algorithms alone. Regulators must define evidentiary standards for deploying learning-enabled robots.
    6. Form factor as evidence: Boston Dynamics’ Atlas adapting to uneven turf at the FIFA World Cup 2026, and China’s Unitree G1 robots performing alongside professional dancer Wu Yufei on America’s Got Talent Season 21, show gains coming as much from redesigned quadruped and avian-inspired forms as from smarter software.

    Conclusion

    Embodied AI reframes robotic intelligence as something distributed across brain, body, and environment, not a software layer simply installed onto hardware. Progress is bottlenecked not by algorithmic sophistication but by physical constraints, the simulation-to-real gap, data scarcity, actuation-speed mismatches, and bodies poorly matched to their tasks. Closing this gap requires treating embodied AI as a systems-engineering and regulatory challenge, including the evolutionary co-design of body and brain, rather than a problem that better software alone can solve.

    PYQ Relevance

    [UPSC 2015] What are the areas of prohibitive labour that can be sustainably managed by robots ? Discuss the initiatives that can propel research in premier research institutes for substantive and gainful innovation.

    Linkage: The PYQ asks what areas of prohibitive labour can be sustainably managed by robots, and what initiatives can propel research in premier institutes for gainful innovation. It connects to the article’s broader theme of advancing robotics research.

  • Electronic Gold Receipts: A New Way to Own Gold

    Why in the News?

    The National Stock Exchange (NSE) introduced Electronic Gold Receipts (EGRs) in May 2026, a new exchange-traded segment for buying and selling gold electronically. The launch extends a SEBI-led regulatory push, begun in 2021, to move gold ownership from informal physical custody into standardised market infrastructure.

    What Explains the Shift from Physical Gold Custody to Exchange-Based Receipts?

    1. Definition: An EGR is an exchange-traded security representing ownership of physical gold of a specified purity, held in SEBI-regulated vaults and tradeable electronically through a demat account.
    2. Regulatory foundation laid in 2021: SEBI approved the framework for Gold Exchange and the SEBI (Vault Managers) Regulations, 2021 on September 28, 2021.
    3. Legal status as securities: The Centre notified EGRs as securities under the Securities Contracts (Regulation) Act, 1956 in December 2021.
    4. Risk framework added in 2022: SEBI issued a Comprehensive Risk Management Framework for EGRs on April 1, 2022, completing the regulatory base for EGR trading.
    5. First mover was BSE, not NSE: The Bombay Stock Exchange received SEBI’s final approval in September 2022 and launched EGR trading on October 24, 2022, starting with 995 and 999 purity products traded in multiples of 1 gram.

    How Do EGRs Function as a Market Instrument?

    1. Trading window: EGRs trade Monday to Friday, from 9 a.m. to 11:30 p.m., extended to 11:55 p.m. during the U.S. daylight saving period.
    2. Settlement cycle: EGRs follow a T+1 settlement cycle, with receipts credited to the buyer’s demat account the next trading day.
    3. Eligible participants: Retail investors, jewellers, bullion traders, refiners and institutional investors can all buy EGRs through registered stockbrokers.
    4. Dual account requirement: Both a trading account and a demat account are mandatory to buy and sell EGRs.
    5. Purity and denomination structure: EGRs are available in 999 (99.9% pure) and 995 (99.5% pure) standards, each offered in six denominations from 10 mg to 1 kg.

    What Advantages Does the EGR Structure Offer Over Traditional Gold Ownership?

    1. Transparent price discovery: Exchange trading ensures a uniform gold price across India at any given point in time, unlike fragmented physical jewellery market pricing.
    2. Removal of storage and purity risk: Gold backing an EGR is held in SEBI-regulated vaults, removing the investor’s need to store gold at home or verify its purity independently.
    3. Liquidity and settlement guarantee: EGRs can be bought and sold during market hours with an exchange-backed settlement guarantee.
    4. Flexible entry points: Denominations from 10 mg to 1 kg allow both first-time small investors and larger accumulators to participate.
    5. Portfolio diversification and fungibility: EGRs can be held as a financial asset within a broader investment portfolio while retaining the option of conversion to physical gold.

    Does the Promise of Seamless Convertibility Between Physical and Electronic Gold Hold Up in Practice?

    1. Layered transaction costs: Beyond the purchase cost, investors bear brokerage, demat (depository) charges and vault-storage charges for holding EGRs electronically.
    2. Additional costs on conversion: Investors opting for physical delivery must separately bear purity testing and transportation charges not applicable to those who stay electronic.
    3. Tax asymmetry: EGR trading itself attracts no GST, but converting an EGR into physical gold triggers 3% GST on the gold value, the same as buying physical gold directly.
    4. Practical implication: The cost structure rewards investors who remain within the electronic system and penalises the physical-conversion route, so electronic and physical gold are not fully interchangeable in cost terms even though they are interchangeable in form.

    Conclusion

    EGRs formalise India’s gold market by converting informal physical gold holding into a SEBI-regulated, exchange-traded financial instrument with transparent pricing and vaulted custody. The layered brokerage, storage and conversion charges, particularly the 3% GST triggered only on physical delivery, show that electronic and physical gold remain only partially fungible in cost terms. 

    PYQ Relevance

    [UPSC 2015] Craze for gold in Indians have led to a surge in import of gold in recent years and put pressure on balance of payments and external value of rupee. In view of this, examine the merits of Gold Monetization Scheme.

    Linkage: The PYQ discusses the Gold Monetization Scheme, introduced to channel idle household gold into the formal economy and ease pressure on India’s balance of payments. Both the PYQ and the article concern state efforts to formalise gold within the financial system.

  • Shrinking Yamuna Floodplains & Rising Flood Risk

    Why in News?

    A study by University of Delhi (DU) and Indian Institute of Science Education and Research (IISER), Bhopal, published in the Journal of the Geological Society of India, found that the Yamuna’s floodplains in Delhi have shrunk by nearly one-third over the last century, increasing flood vulnerability.

    Key Highlights

    • Study Area: 50-km stretch of the Yamuna in Delhi.
    • Methodology: Historical maps (1799 onwards) and satellite imagery (up to 2024).
    • Major Findings:
      • River channel narrowed by ~68%.
      • Formative discharge declined by ~89%.
      • Around 45 sq km (one-third) of floodplains disconnected by embankments.
      • Sediment deposits reduced from 20 sq km (1985) to 4 sq km (2020).
    • Major Causes:
      • Barrages (Hathnikund, Wazirabad, Okhla).
      • Embankments.
      • Rapid urbanisation and floodplain encroachment.

    Key Term: Formative Discharge

    • Also called Channel-Maintaining Discharge.
    • The long-term river flow that shapes the river channel, transports sediment, and maintains its flood-carrying capacity.
    • Floodplains: Flat, low-lying areas adjacent to a river that are periodically inundated during floods. Act as natural buffers by storing excess floodwater, recharging groundwater, and supporting biodiversity.
      • Encroachment and embankments reduce their flood-moderating capacity.

    [2026] Consider the following assertion:
    In the Pleistocene period either the Yamuna once flowed into the Indus, or the Sutlej flowed into the Yamuna and one major tributary of either had shifted from the Ganga to the Indus or vice versa.
    Which of the following is/are the basis of the above assertion?
    1. The Nadi-Sukta of the Rigveda
    2. The explorations of the Sutlej and the Yamuna by Robert Bruce Foote
    3. The presence of the same species of dolphins in both the Indus and the Ganga river systems
    Select the answer using the code given below:

    [A] 1 only

    [B] 2 only

    [C] 1 and 2

    [D] 3

  • Skyroot Aerospace’s Vikram-1 Success

    Why in News?

    The Technology Development Board (TDB) under the Department of Science & Technology (DST) congratulated Skyroot Aerospace on the successful Vikram-1 mission, highlighting its early recognition through the National Technology Start-up Award 2022.

    Key Highlights

    • Vikram-1 became India’s first successful private orbital launch vehicle, marking a major milestone for the private space sector.
    • Skyroot Aerospace received the National Technology Start-up Award 2022 from TDB-DST.
    • The award recognised Skyroot’s indigenous:
      • Cryogenic propulsion
      • Liquid propulsion
      • Solid propulsion technologies
    • Skyroot has also submitted a proposal under the Research, Development and Innovation (RDI) Fund, currently under TDB’s consideration.

    About Technology Development Board (TDB)

    • Established: 1996.
    • Statutory body under the Department of Science & Technology (DST).
    • Functions under the Technology Development Board Act, 1995.
    • Objective: Promote development and commercialization of indigenous technologies.
    • Supports innovation through financial assistance (equity, loans, grants) to industries and start-ups.

    Prelims Value Addition

    National Technology Start-up Award

    • Instituted by the Technology Development Board (TDB).
    • Presented annually on National Technology Day (11 May).
    • Recognises start-ups developing innovative indigenous technologies with high commercialization potential.

    [2026] Consider the following statements with regard to involvement of private entities in India’s space programme :
    1. The Indian National Space Promotion and Authorisation Centre (IN-SPACe) is an autonomous agency formed to facilitate participation of private entities.
    2. Agnikul Cosmos launched the world’s first flight using 3D-printed rocket engine.
    3. Skyroot Aerospace has developed liquid fuel for GSLV.
    Which of the statements given above is/are correct?

    [A] 1 only

    [B] 2 and 3 only

    [C] 1 and 2 only

    [D] 1, 2 and 3

  • International Biology Olympiad (IBO) 2026

    Why in News?

    India won 1 Gold and 3 Silver medals at the 37th International Biology Olympiad (IBO) 2026, held in Vilnius, Lithuania.

    Key Highlights

    • Host: Vilnius, Lithuania.
    • Participants: 307 students from 78 countries.
    • India’s Performance: 1 Gold and 3 Silver medals.
    • India’s Overall IBO Medal Tally: 17 Gold, 69 Silver, 17 Bronze, and 1 Honourable Mention
    • This was India’s 26th participation in the IBO.

    About the International Biology Olympiad (IBO)

    • International Biology Olympiad (IBO) is an annual global biology competition for secondary school students.
    • Established: 1990.
    • Hosted by a different country every year.
    • Includes theoretical and practical examinations.
    • Covers Cell & Molecular Biology, Genetics, Evolution, Plant & Animal Biology, Ecology, and Biosystematics.

    Prelims Value Addition

    Homi Bhabha Centre for Science Education (HBCSE)

    • HBCSE is a constituent institution of the Tata Institute of Fundamental Research (TIFR).
    • It coordinates India’s Science Olympiad Programme and prepares Indian teams for international Olympiads.

    [2026] X’, born in the UK, was conferred the Nobel Prize in 2025. He was a professor in an American university when this prize was announced. Identify X’:

    [A] Michel H. Devoret

    [B] Richard Robson

    [C] John Clarke

    [D] Joel Mokyr

  • Exercise Pitch Black 2026

    Why in News?

    The Indian Air Force (IAF) is participating in Exercise Pitch Black 2026, hosted by the Royal Australian Air Force (RAAF) at Darwin, Australia, from 20 July to 7 August 2026.

    Key Highlights

    • Host: Royal Australian Air Force (RAAF), Australia.
    • Venue: RAAF Base Darwin, Northern Australia.
    • Frequency: Biennial (held every two years).
    • Theme: Multinational air combat exercise with a strong emphasis on night flying over sparsely populated regions of northern Australia.
    • History: Conducted for 45 years; one of the largest editions in terms of participating air forces.

    Indian Air Force Participation

    • Aircraft Deployed:
      • Rafale multirole fighter aircraft.
      • C-17 Globemaster III strategic airlift aircraft.
      • IL-78 Air-to-Air Refuelling aircraft.
    • Personnel: Pilots, engineers, technicians, controllers, and other operational experts.
    • Previous Participation: 2018, 2022, 2024, and 2026.

    Objectives

    • Enhance multinational interoperability among participating air forces.
    • Validate expeditionary air operations over long distances.
    • Improve Large Force Employment (LFE) capabilities.
    • Strengthen defence cooperation and operational partnerships across the Indo-Pacific.
    • Exchange operational best practices in realistic combat scenarios.

    [2025] With reference to India’s defense, consider the following pairs:
    Aircraft type Description
    1. Dornier-228 Maritime patrol aircraft
    2. IL-76 Supersonic combat aircraft
    3. C-17 Globe Master IIIMilitary transport aircraft
    How many of the pairs given above are correctly matched?

    [A] Only one

    [B] Only two

    [C] All the three

    [D] None

  • [18th July 2026] The Hindu OpED: Promise of Chips: India Semiconductor Mission Phase 2  

    PYQ Linkage[UPSC 2025] India aims to become a semiconductor manufacturing hub. What are the challenges faced by the semiconductor industry in India? Mention the salient features of the Indian Semiconductor Mission.
    Linkage: The PYQ examines India’s semiconductor manufacturing ambitions, the challenges in building the ecosystem, and the key features of the Indian Semiconductor Mission. The article analyses Semiconductor Mission Phase 2, highlighting expanded incentives, indigenous capabilities, talent development, and strategic challenges in making India a global semiconductor hub.

    Mentor’s Comment

    The Union government has approved Phase 2 of the India Semiconductor Mission with a ₹1.27 lakh crore outlay, exceeding the first phase’s allocation. The scale-up commits India to a decades-long strategic bet in chipmaking even as returns from Phase 1 remain unproven and frontier fabrication capability stays out of reach for most advanced economies.

    What changes has India Semiconductor Mission (ISM) Phase 2 introduced to the incentive structure for chipmaking?

    1. Larger corpus: The outlay stands at ₹1.27 lakh crore, exceeding the first phase’s allocation by a wide margin.
    2. Reduced capital subsidy share: The government’s contribution to capital subsidy is smaller than Phase 1’s 50%, shifting more upfront investment risk to private players.
    3. Output-linked incentives: Manufacturing-linked incentives are disbursed at a per-unit level only once sales occur, tying public support to actual production rather than capacity creation alone.
    4. Domestic-content boosters: Incremental incentive boosters are promised for products that use domestic capabilities and components, pushing backward integration into the supply chain.
    5. Strategic positioning goal: The scheme aims to make India a destination for the global electronics value chain and to build domestic human capital and intellectual property in areas where a few countries currently dominate.

    Why does the government consider continued public spending justified despite unproven returns and limited employment potential?

    1. Long policy horizon: The government has held that the Semiconductor Mission is a decades-long project; a larger second corpus signals continuity rather than a one-time bet.
    2. Limited job creation: Chipmaking is unlikely to become a mass employer, unlike labour-intensive manufacturing sectors.
    3. Geopolitical justification: In a geopolitically fraught environment, spending on strategic technological capability is treated as justified even without large-scale job creation.
    4. Unproven Phase 1 returns: Most facilities and projects approved in the first phase are yet to begin commercial production, so the actual returns on the initial chipmaking bet remain unknown.
    5. Sequencing risk: Public money for Phase 2 is being committed before performance data from Phase 1 becomes available.

    Can capital outlay alone secure India’s position in frontier chipmaking capability? 

    1. Technology ceiling: Extreme ultraviolet (EUV) lithography machines, needed for advanced chip fabrication, remain so complex that even the most advanced economies struggle to master them.
    2. Strategic leverage: Advanced economies treat frontier chipmaking capability as a source of hard strategic leverage over rivals, not merely as an industrial output.
    3. Deliberate resistance: Holding this leverage gives incumbent economies an incentive to resist India’s efforts to attract talent and build matching capability, rather than a neutral market response.
    4. Resource asymmetry: Advanced economies are prepared to draw on deeper pockets to defend their position in the technology hierarchy, an asymmetry that a single corpus does not easily close.
    5. AI dependency link: Artificial intelligence development itself depends on memory and processing infrastructure that India hopes to manufacture domestically, tying the semiconductor bet to a wider technology dependency.

    Does India’s talent ecosystem support or undermine its chipmaking ambitions?

    1. Global demand for Indian talent: Indian semiconductor engineers and designers are sought worldwide amid a looming global talent shortage, indicating a genuine human capital strength.
    2. Retention risk: Without worthwhile domestic work and academic opportunities in highly technical fields, this talent risks moving abroad rather than building capacity at home.
    3. Historical pattern: India has previously developed technical human capital that was absorbed by Western economies rather than retained domestically.
    4. Ecosystem-building requirement: Converting available talent into retained capability requires deliberate provision of high-skill work and research opportunities within India, not funding for fabrication plants alone.

    Conclusion

    India Semiconductor Mission Phase 2 commits significantly larger public funds to chipmaking, but capital alone does not secure India’s place in the global value chain. Frontier technological capability is guarded by incumbent economies as strategic leverage, and these economies have both the incentive and the resources to resist India’s rise. The binding constraint is therefore not the size of the corpus but whether India retains and deploys its technical talent at home instead of repeating its past pattern of exporting human capital to the West. Whether the coming decades produce an Asian Tigers-style economic boom or a repeat of past talent drain depends on this retention question, not on outlay size alone.

  • The Case for Updating the Indus Waters Treaty

    Why in the News?

    India has continued to hold on to the Indus Waters Treaty (IWT) in abeyance, following the terrorist strikes in Pahalgam. This has drawn war threats from Pakistan and revived attention to India’s separate, pending request to renegotiate the 65-year-old treaty. Pakistan has publicly treated the abeyance and the renegotiation notices as a single hostile act. This is despite  India’s actual 2023 and 2024 notices for treaty revision unanswered.

    Why is India’s push to renegotiate the IWT not an unusual or hostile move?

    1. Global norm of treaty revision: At least 250 separate transboundary river-water treaties exist worldwide, covering 113 river systems, as per a 2013 study. Supplementary protocols, amendments and data-sharing arrangements had already taken the total number of agreements to 688 by then.
    2. Continuing growth in revisions: The International Freshwater Treaties database (Oregon State University) now records over 800 such agreements, showing that transboundary treaties are routinely reviewed and updated.
    3. India’s own precedent: India’s 1996 Ganga water-sharing treaty with Bangladesh carries a 30-year validity and is due for renewal this year, showing India itself treats such treaties as time-bound instruments needing renewal.
    4. IWT already permits revision: Article VII allows the Permanent Indus Commissions of both countries to agree on new drainage or engineering works, though this has never been invoked. Article XII allows treaty modification “from time to time” through a fresh government-level treaty: the provision India invoked to serve its 2023 and 2024 notices.
    5. Not a new demand: Pakistani experts and scholars themselves called for review of the IWT well before the present standoff. India’s notices are the first official move by either side, not the first such call.

    What modern water-management elements does the IWT’s design fail to address?

    1. No groundwater provision: The treaty does not mention groundwater resources at all, despite groundwater being connected across borders in the same way as surface water.
    2. No water-quality standards: The treaty sets no requirements for water quality in the shared rivers.
    3. No environmental-flow provision: There is no mechanism to maintain minimum ecological flows in the rivers.
    4. Pakistan’s own grievance illustrates the gap: Pakistan has repeatedly complained that India releases municipal and sewage waste into the eastern rivers, over which India has full control under the treaty, affecting Pakistan’s soil and water health, a complaint the treaty’s silence on water quality leaves unresolved.
    5. Climate change was structurally excluded: No treaty negotiated before the 1990s could have factored in climate change; the IWT (1960) is no exception.
    6. Partition rather than sharing: Most water-sharing treaties guarantee a fixed volume or percentage of flow to each party. The IWT instead allocates entire rivers to one party or the other, making it more a partition agreement than a sharing arrangement, a design that has reduced incentive for joint river-basin management.

    How does the Mekong River Commission show the institutional flexibility the IWT’s commission lacks?

    1. Mekong River Commission (Southeast Asia, established 1995): Functions as a joint river water-management system, not merely a treaty-implementation body.
    2. Power to revise strategies: While it cannot alter the original treaty’s provisions, it is empowered to develop and revise joint basin-management strategies, data-sharing protocols, and water-quality rules.
    3. Contrast with the Permanent Indus Commission (PIC): The PIC, set up under the IWT, functions merely as the treaty’s implementing agency and has so far focused largely on ensuring the treaty’s existing provisions are not violated. It has no comparable mandate to revise or adapt joint management practices.

    Is India’s renegotiation push a technical necessity or an extension of the security standoff?

    1. Pakistan’s conflation: Pakistan organised an “international” conference on the treaty, with ministers and leaders threatening war over any disruption to the Indus basin’s rivers. They treat the abeyance and the renegotiation request as one hostile package.
    2. Selective response: Despite this rhetoric, Pakistan has still not responded to India’s actual 2023 and 2024 notices seeking treaty modification.
    3. Independent climate evidence: A study by researchers Vimal Mishra and Urmin Vegad of IIT Gandhinagar found climate change is affecting the two basins differently.
    4. Divergent basin trends: The eastern river basins have seen a 20% decline in annual rainfall over the last 70 years, while precipitation in the western river basins has remained largely unchanged.
    5. The delinking argument: India’s request to renegotiate the treaty must be seen as separate from its decision to hold it in abeyance. Agreeing to renegotiate, rather than continued brinkmanship, is presented as Pakistan’s most reliable route to ending the abeyance.

    Conclusion

    The Indus Waters Treaty was designed for a 1960 hydrological and political reality. It partitions entire rivers rather than sharing flows, omits groundwater, water-quality and environmental-flow provisions, and gives its joint commission no mandate to revise the treaty. These are the gaps that comparable transboundary arrangements, including the Mekong River Commission, address through built-in review mechanisms. This creates an independent, technical case for updating the IWT. India’s renegotiation request must be evaluated on this basis, delinked from its abeyance decision; Pakistan’s willingness to renegotiate, not further confrontation, is what would end the abeyance.

    PYQ Relevance

    [UPSC 2026] Present an account of the Indus Water Treaty and examine its ecological, economic and bilateral relation.

    Linkage: The PYQ directly asks for an account of the IWT and its bilateral implications. This article supplies the treaty’s institutional design flaws and the current bilateral context directly answering such a question today.

  • Can Courts Restrain a Film Cleared by the CBFC?

    Why in the News?

    The Supreme Court declined to permit the release of the CBFC-certified animated film Mahaprabhu Jagannath on its scheduled date, directing the producer to postpone release until after the Rath Yatra in Puri concludes, following an Orissa High Court stay over the film’s depiction of Lord Jagannath. The episode brings into focus the tension between the settled judicial position that certification by an expert statutory body carries a strong presumption of validity immune from apprehensions of public disorder, and the recurring judicial practice of restraining certified films precisely on such grounds.

    What triggered the dispute, and what exactly did the Supreme Court decide?

    1. Origin of the restraint: The Orissa High Court, on July 15, stayed the film’s release over concerns about its depiction of Lord Jagannath and the possible impact of screening it during the Rath Yatra.
    2. Nature of the Supreme Court’s order: The Court did not permit release on the original date. It also did not uphold an indefinite restraint. It directed postponement until after July 27, when the Rath Yatra concludes.
    3. Scope of challenge: The producer contested the High Court’s power to restrain a certified film, and the extent to which such restraint can rest on apprehensions of public disorder rather than an actual legal violation.
    4. High Court’s stated reasoning: The film’s depiction of Lord Jagannath’s childhood and adventures was held “not in tune with the religious texts,” and its release during the Rath Yatra was called “counterproductive.”
    5. Certification status of the film: The film held three separate ‘U’ (universal) certificates from the CBFC for its Hindi, Telugu, and Odia versions, dated May, June, and July respectively.
    6. Territorial overreach in the stay: The restraint stalled the certified Hindi and Telugu versions even in states “where no cause of action existed and no relief was ever sought.

    Why does CBFC certification carry a strong presumption of validity against restraint by apprehension of disorder?

    1. Petitioner’s core argument: Once an expert statutory body certifies a film for unrestricted public exhibition, there is a strong legal presumption of validity. Courts should not substitute their own view for the CBFC’s expert judgment based on unverified apprehensions.
    2. Union of India v K M Shankarappa (2000): The Supreme Court struck down a provision letting the government revise a tribunal’s decision on a certified film. It held that once an expert statutory body certifies a film, that decision cannot be revisited by the executive on the grounds of objections or apprehensions about public reaction.
    3. Allocation of responsibility for law and order: The Court in Shankarappa held that once an expert body clears a film, apprehension of a law-and-order situation is no excuse to restrain it. Maintaining law and order is the concerned state government’s responsibility, not a ground to withhold the certified film.
    4. S Rangarajan v P Jagjivan Ram (1989): The Supreme Court held that if a film is otherwise unobjectionable under Article 19(2), freedom of expression cannot be suppressed on account of threatened demonstrations, processions, or violence.
    5. The anti-heckler’s-veto principle: Yielding to such threats amounts to a “negation of the rule of law.” The state cannot plead inability to handle a hostile audience; it has an obligatory duty to prevent disruption and protect the freedom of expression. Heckler’s veto, suppression of lawful expression to avoid a violent or disruptive reaction from its opponents, rather than because the expression itself is unlawful.

    Does the outcome in this case match the doctrine it invokes, or does it concede ground to the apprehension the doctrine forbids?

    1. Re-adjudication of content already cleared: The High Court’s finding that the depiction was “not in tune with the religious texts” evaluates content on the same grounds the CBFC had already cleared, which the Shankarappa doctrine holds courts should not revisit.
    2. A calibrated restraint, not a vacated one: The Supreme Court did not fully restore the certified release. It replaced an indefinite block with a postponement timed to the Rath Yatra, a decision still shaped by public-sensitivity considerations rather than a finding of unlawful certification.
    3. Restraint exceeding the specific dispute: The stay affected certified versions in states where no cause of action existed and no relief was sought, extending the restraint beyond what the underlying grievance covered.
    4. Net effect on the doctrine: The anti-heckler’s-veto principle is reaffirmed in language but diluted in practice. This is because the timing of a certified film’s release is still being shaped by apprehension of disruption during a religious event.

    Is certification actually beyond interference, or does the law retain other levers over a cleared film?

    1. Certification is not immune from judicial scrutiny: Courts retain the power to examine whether certification was granted in accordance with law, including whether the CBFC relied on statutory grounds, issued reasons, or followed fair procedure.
    2. Deference is conditional: Where the CBFC acts within the framework of the Cinematograph Act, courts usually defer to it. This deference is tied to lawful process, not to certification as such.
    3. Executive power to suspend or revoke: Under the Cinematograph Act, the government may suspend or revoke a certification even after approval.
    4. Power to restrict without prior hearing: The government may, in some cases, temporarily restrict a certified film’s screening without a prior hearing.
    5. Enforcement mechanisms beyond certification: The Act allows criminal liability for violations, and authorities are empowered to enter theatres and seize materials.

    Conclusion

    The doctrine from Shankarappa and Rangarajan holds that CBFC certification is final, and that neither the executive nor the courts may let apprehension of public disorder override a cleared film’s freedom of expression. In practice, both the Orissa High Court’s stay and the Supreme Court’s own decision to postpone release until after the Rath Yatra show that religious and public-order sensitivities continue to shape when and how a certified film is actually screened. Certification functions as a strong but not absolute shield: courts retain review over the legality of the certification process. Also, the executive retains statutory power to suspend, revoke, or temporarily restrict a cleared film. The unresolved question is where deference to apprehension, which the doctrine forbids, ends and legitimate statutory or procedural oversight, which the doctrine permits, begins.

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