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Article
04 Feb 2026
Why in news?
The Delhi High Court has issued notice on a PIL questioning whether the law can mandate the destruction of viable frozen embryos instead of allowing their donation to infertile couples, even when all parties consent.
The plea challenges provisions of the Assisted Reproductive Technology (Regulation) Act, 2021 and its Rules, which allow embryos to be created using donor sperm and eggs but prohibit donating unused frozen embryos to another couple for reproductive use.
Under the existing framework, unused frozen embryos can be stored for up to 10 years. After that, they must either be donated for research or be “allowed to perish”, but cannot be transferred to another infertile couple. The plea argues that forcing viable embryos to perish is ethically irrational when willing recipient couples exist.
The petition questions why the law permits some forms of non-genetic parenthood, such as donor sperm or eggs, while blocking embryo donation, calling this inconsistency a possible legislative oversight.
What’s in Today’s Article?
- What the Law Allows?
- How the prohibition works?
- Fresh vs frozen embryos: the core contradiction
- The constitutional challenge to the ART law
- Why the case matters?
What the Law Allows?
- The Assisted Reproductive Technology (ART) Act, 2021 permits altruistic donation of sperm and eggs under regulated conditions.
- It also allows donor-assisted IVF, including double-donor IVF, where embryos created from donor sperm and donor eggs are implanted in a commissioning couple.
- In donor-assisted and double-donor IVF, the child has no genetic link with either parent. The law explicitly recognises and permits this form of non-genetic parenthood.
- What the law prohibits - Despite allowing donor-based embryo creation, the law does not permit the donation of surplus frozen embryos to another infertile couple for reproductive use.
- Why surplus embryos exist - IVF procedures typically create multiple embryos to improve pregnancy success rates. Not all embryos are implanted, and many remain cryopreserved when couples decide not to pursue further pregnancies.
- Where the restriction applies - It is at this post-IVF stage — when embryos remain unused but viable — that the law restricts their transfer to other couples, limiting their fate to storage, research use, or eventual destruction.
How the prohibition works?
- The law does not expressly ban “embryo adoption”, but the restriction arises from how multiple provisions of the ART Act and its Rules operate together.
- Embryos tied to the original couple - Clinics are required to preserve unused embryos only for the commissioning couple. They are prohibited from transferring these embryos to any other person or couple.
- Limited scope for embryo transfer - Embryo transfer is allowed only when the same couple seeks to use its own embryos for personal reproductive purposes, and that too with regulatory approval. Any third-party use is barred.
- Mandatory end-point after 10 years - Under Section 28(2), embryos can be stored for a maximum of 10 years. After this period, embryos must either be:
- allowed to perish, or
- donated to registered research institutions, with consent.
- There is no legal pathway for donating embryos to another infertile couple for pregnancy.
- Consent forms reinforce the restriction - The prescribed consent forms ask couples to choose the fate of embryos in situations like death or separation. However, donation to another couple is not listed as an option, effectively closing that route.
Fresh vs frozen embryos: the core contradiction
- The petition highlights a key inconsistency in how the law treats fresh and frozen embryos.
- What the law allows with fresh embryos - The ART Act permits embryos created using donor sperm and donor eggs to be transferred to a commissioning couple. In such cases, the child has no genetic link to the parents, which the law explicitly accepts.
- Biological equivalence of frozen embryos - Frozen embryos, once thawed, are biologically identical to fresh embryos and are routinely used in IVF treatments with similar success rates.
- Different legal treatment - Despite this equivalence, frozen embryos are barred from being transferred to another couple for reproductive use. They are treated as non-transferable once cryopreserved.
- Alleged ‘double standard’ - The plea argues that while the law accepts genetic non-linearity in fresh donor embryos, it rejects the same principle for existing frozen embryos — creating what the petitioner calls a legal and ethical inconsistency.
The constitutional challenge to the ART law
- The petition questions the validity of the embryo donation ban on constitutional grounds, invoking Articles 14 and 21.
- Article 14: equality before law
- The plea argues that the law makes an arbitrary distinction between couples allowed to receive fresh donor embryos and those barred from receiving frozen embryos.
- In both cases, the child has no genetic link to the parents.
- It contends that this classification lacks an intelligible differentia and has no rational link to the objective of the law, thereby violating Article 14.
- Article 21: reproductive autonomy
- The petition places reproductive choice within the right to life, dignity and privacy.
- Decisions on whether and how to have a child through assisted reproduction, it argues, are part of individual decisional autonomy.
- Blocking embryo donation intrudes into this freedom.
- Compulsory destruction as a core concern
- A central objection is the law’s requirement that unused embryos be “allowed to perish” after 10 years if not used by the original couple.
- The plea calls this a “legislative absurdity”, since viable embryos must be destroyed even when willing and consenting recipient couples exist.
Why the case matters?
- The petition highlights the broader social and ethical stakes of the embryo donation debate.
- Scale of infertility in India - Infertility affects an estimated 27–30 million couples in India, making access to assisted reproductive options a significant public health issue.
- Limits of existing options - IVF is costly and often requires multiple cycles, while traditional adoption is marked by long waiting periods and procedural hurdles. This leaves many couples with few viable choices.
- Embryo donation as an alternative - The plea argues that regulated embryo donation could offer a middle path—allowing pregnancy and childbirth for couples who cannot conceive through other means.
- Equity and access concerns - It also flags inequality: wealthier couples can seek embryo donation abroad, while others cannot. This, the petition argues, turns reproductive choice into a function of economic privilege rather than medical need.
Article
04 Feb 2026
Why in news?
The Solid Waste Management Rules, 2026, notified by the Union Ministry of Environment, Forest and Climate Change, will come into force on April 1, 2026, replacing the 2016 framework.
The new rules comprehensively overhaul waste management by urban and rural local bodies, emphasising waste reduction, reuse, segregation, and at-source processing.
By discouraging dependence on large landfills and dumping yards, the rules aim to promote decentralised, sustainable, and circular approaches to managing India’s growing solid waste challenge.
What’s in Today’s Article?
- Rationale Behind the Introduction of New Rules
- How Are the 2026 Rules Different from the 2016 Rules
- Impact on Bulk Generators Including Housing Societies
- Implications of SWM Rules, 2026 for Landfills
Rationale Behind the Introduction of New Rules
- As per Central Pollution Control Board’s 2023-24 data, India is facing a severe solid waste management crisis:
- Annual waste generation: over 620 lakh tonnes
- Daily waste generation: around 1.85 lakh tonnes
- Daily collection: 1.79 lakh tonnes
- Daily processing/treatment: 1.14 lakh tonnes
- Daily landfilling: 39,629 tonnes
- Despite the Solid Waste Management Rules, 2016, large quantities of waste continue to be poorly segregated and dumped in landfills, leading to environmental and public health risks.
- To address this, the 2026 Rules aim to:
- Reduce dependence on landfills
- Improve segregation and accountability
- Shift towards a circular economy, where waste is treated as a resource
- Strengthen compliance through penalties and digital monitoring
How Are the 2026 Rules Different from the 2016 Rules?
- While retaining the core principles of segregation, recycling, and scientific disposal introduced in 2016, the 2026 Rules introduce stricter obligations, expanded segregation, and stronger enforcement mechanisms.
- Waste Hierarchy Introduced
- The Solid Waste Management Rules, 2026 lay down a clear waste hierarchy that prioritises prevention and minimisation of waste over disposal.
- The hierarchy follows the sequence of prevention, reduction, reuse, recycling, recovery, with disposal permitted only as a last resort, signalling a move away from landfill-dependent waste management.
- Four-Way Waste Segregation
- To operationalise this hierarchy, the rules introduce a four-way segregation system, expanding the earlier wet–dry classification.
- Wet waste: biodegradable household waste
- Dry waste: recyclable materials such as paper, plastic, metal, and glass
- Sanitary waste: items like sanitary napkins, tampons, and condoms
- Special-care waste: hazardous or sensitive items including medicines, paint cans, bulbs, and tube lights
- Urban local bodies are mandated to support segregation through appropriate infrastructure.
- This includes green bins for wet waste, blue bins for dry waste, and red bins for sanitary waste, particularly in public toilets where such waste is generated.
- To operationalise this hierarchy, the rules introduce a four-way segregation system, expanding the earlier wet–dry classification.
- Enhanced Responsibilities of Bulk Waste Generators
- Definition of Bulk waste Generators - Entities meeting any one of the following:
- Built-up area of 20,000 sq m or more
- Water consumption of 40,000 litres/day or more
- Waste generation of 100 kg/day or more
- Covered entities include:
- Residential societies and gated communities
- Malls, hotels, restaurants
- Colleges, universities, hostels
- Government departments and large townships
- New obligations:
- Mandatory segregation at source
- Hand over recyclable waste to authorised entities
- All gated communities, RWAs, hotels and restaurants, and institutions with over 5,000 sq m area must comply within one year
- The 2016 Rules had weaker enforcement for bulk generators.
- Definition of Bulk waste Generators - Entities meeting any one of the following:
- Polluter Pays Principle and Environmental Compensation
- Environmental compensation for:
- Failure to register on the centralised portal
- False reporting or forged documents
- Improper waste handling and segregation
- Higher landfill fees for mixed or unsegregated waste
- Landfilling made financially disincentivising
- Role of CPCB: To frame detailed guidelines on compensation and penalties.
- This marks a shift from advisory compliance to deterrence-based regulation.
- Environmental compensation for:
- Centralised Tracking and Digital Monitoring System
- Introduction of a centralised online portal to track: Waste generation; Collection; Transportation; Processing; Disposal.
- Mandatory registration for:
- Bulk waste generators
- Urban and rural local bodies
- Waste transporters and processors
- Waste pickers
- Railways, airports, SEZs and large authorities
- This addresses data gaps and weak monitoring seen under the 2016 Rules.
Impact on Bulk Generators Including Housing Societies
- Under the new rules, bulk waste generators are brought under an extended responsibility regime, similar to the Extended Producer Responsibility (EPR) applicable to manufacturers of electronic and plastic products.
- This framework will become operational once urban local bodies (ULBs) notify by-laws by March 2027 incorporating provisions of the new rules.
- Mandatory Registration and Certification-Based Compliance
- Bulk generators—such as housing societies, colleges, large townships, commercial complexes and institutions—will be required to:
- Register on a centralised online portal
- Submit mandatory waste accounting data
- Follow certification-based compliance, replacing the earlier self-declaration model
- This system introduces verifiable accountability for waste generation and handling.
- Bulk generators—such as housing societies, colleges, large townships, commercial complexes and institutions—will be required to:
- Segregation and On-Site Waste Processing Obligations
- Mandatory four-way segregation of waste (wet, dry, sanitary and special-care)
- Strong emphasis on at-source processing of wet waste, preferably through:
- On-site composting, or
- Other approved decentralised alternatives
- Alternative Compliance through Certification
- Where on-site processing is not feasible, bulk generators may procure compliance certificates from Urban local bodies, or Authorised waste processing facilities.
- These certificates will serve as proof that waste has been scientifically processed.
- Annual Reporting and Penalties
- Annual returns to be filed by June 30 each year
- Returns must detail: Quantity of waste generated; Mode of processing; Certificates procured.
- Non-compliance will attract environmental compensation
Implications of SWM Rules, 2026 for Landfills
- The Solid Waste Management Rules, 2026 seek to end India’s long-standing dependence on landfills.
- Under the new framework, landfills are to be used only as a last option, and exclusively for non-usable, non-recyclable, and non-energy-recoverable waste.
- This marks a decisive shift away from dumping mixed waste, which has historically led to large landfill mounds and severe environmental contamination.
- Mapping and Remediation of Legacy Landfills
- All urban local bodies (ULBs) are mandated to:
- Map existing legacy landfills and dumpsites by October 31, 2026
- Prepare time-bound action plans for their remediation
- Remediation methods include:
- Bioremediation: use of bacteria and microbes to reduce waste volume and odour
- Biomining: scientific excavation of old waste to recover usable materials and reduce landfill mass
- These measures aim to reclaim land, reduce pollution, and eliminate long-standing garbage mountains.
- All urban local bodies (ULBs) are mandated to:
- Energy Recovery from High-Calorific Waste
- The new rules mandate that waste with a calorific value of 1,500 kcal/kg or more must be diverted for energy recovery
- Methods include:
- Refuse-Derived Fuel (RDF) production
- Co-processing in cement kilns and thermal power plants
- High-calorific waste includes plastic waste, agricultural residues, and kitchen waste, which can substitute conventional fossil fuels.
- Industries have been assigned progressive targets for replacing solid fossil fuels with RDF:
- 6% substitution initially
- Scaling up to 15% substitution within six years
- This creates assured demand for waste-derived fuels and strengthens the waste-to-energy ecosystem.
Article
04 Feb 2026
Why in News?
- A decade-long study (2016–2025) by the Square Circle Clinic, a criminal laws advocacy group with the NALSAR University of Law (Hyderabad), highlights systemic flaws in death penalty sentencing in India.
- Despite a high number of death sentences awarded by trial courts, appellate courts—High Courts and the Supreme Court—have overturned, commuted, or acquitted the overwhelming majority, pointing to erroneous and unjustified convictions at the trial stage.
- The report is significant for debates on criminal justice reform, due process, Article 21 of the Indian constitution, and capital punishment jurisprudence.
What’s in Today’s Article?
- Death Penalty in India
- Key Findings of the Report
- Challenges Highlighted and Way Forward
- Conclusion
Death Penalty in India:
- Meaning: It is a legal punishment for heinous crimes (such as murder, gang rape of minors under 18, terrorism-related offenses), restricted to the "rarest of rare" cases under the IPC and CrPC.
- Confirmation and appellate review: A death sentence passed by a Sessions Court must be confirmed by the High Court. Convicts have a right to appeal to the Supreme Court.
- Exceptions: Death penalties cannot be imposed on individuals who were under 18 at the time of the offense. Executions are generally avoided for pregnant women.
- The Bharatiya Nyaya Sanhita (BNS), 2023: It retains the death penalty for heinous crimes, and is restricted to the "rarest of rare" cases.
- Constitutional aspects:
- Article 21: The death penalty is not inherently unconstitutional, provided the procedure is fair, just, and reasonable (the Supreme Court interpretation).
- Articles 14 and 19: While challenged under these articles, the courts have upheld the constitutionality of capital punishment.
- Clemency powers: Article 72 empowers the President to grant pardons or commute sentences, including death sentences.
- Judicial aspects (Key cases):
- Jagmohan Singh v. State of UP (1973): Upheld constitutionality.
- Bachan Singh v. State of Punjab (1980): Established the "rarest of rare" doctrine.
- Machhi Singh v. State of Punjab (1983): Further refined the guidelines for applying the "rarest of rare" rule.
- Mandatory penalty struck down: The Supreme Court in Mithu v. State of Punjab (1983) declared mandatory death penalties (like Section 303 of the IPC) unconstitutional.
- Judicial discretion: Courts must consider mitigating factors (e.g., age, mental state, potential for rehabilitation) against aggravating factors (e.g., brutality, premeditation).
Key Findings of the Report:
- Stark disparity between trial courts and appellate courts:
- In 2025 alone: Sessions courts awarded 128 death sentences in 94 cases. High Courts overturned death sentences in almost 90% of cases. Supreme Court acquitted the accused in over 50% of cases (10 out of 19).
- This indicates a pattern, not an aberration, of wrongful or unjustified convictions.
- Growing death row population despite fewer confirmations:
- For example: 574 persons on death row as of December 31, 2025 — the highest since 2016.
- Paradox: Appellate courts increasingly cautious, yet trial courts continue to impose death sentences at scale.
- Supreme Court’s evolving jurisprudence on due process:
- 2022 guidelines: Before imposing a death sentence, trial courts must consider psychological evaluation report, probation officer’s report, and prison conduct records.
- Vasanta Sampat Dupare v. Union of India (2025):
- Death penalty sentencing hearings recognised as an essential component of a fair trial.
- Non-compliance with 2022 guidelines amounts to violation of Articles 14 and 21.
- Enabled reopening of sentencing hearings even after exhaustion of appeals.
- This reflects a constitutional shift towards procedural fairness and mitigation-centric sentencing
- Persistent non-compliance at Sessions Court level:
- In 2025, trial courts failed to comply with Supreme Court guidelines in 79 of 83 cases (95.18% non-compliance).
- For example, sentencing is often conducted on the same day as conviction (18 cases). Within five days in over two-thirds of cases.
- Such haste prevents collection of mental health and prison records, and effective presentation of mitigating circumstances by the defence.
- Legislative expansion vs judicial retrenchment:
- While the higher judiciary shows restraint, Parliament and state legislatures have expanded the scope of capital punishment over the past decade.
- Reflects a disconnect between legislative intent and judicial application.
- Rise of life imprisonment without remission:
- Appellate courts increasingly commute death sentences to fixed-term or whole-life imprisonment without remission.
- The report flags this as a poorly regulated and arbitrary sentencing category.
- Such sentences remove the possibility of remission, and deprive prisoners of hope, an essential element of human dignity under Article 21.
- Geographical and offence-wise trends:
- States with highest death row population: Uttar Pradesh (highest), followed by Gujarat, Haryana, Maharashtra, Kerala, Karnataka.
- Women: Constituted 4.18% of death row inmates in 2025.
- Major offences: Murder simpliciter, and murder involving sexual offences.
Challenges Highlighted and Way Forward:
- Systemic failure of trial courts: To follow constitutional safeguards. Mandatory enforcement of Supreme Court’s 2022 sentencing guidelines.
- High risk of wrongful convictions: Capacity-building and sensitisation of trial court judges on mitigation and sentencing hearings.
- Arbitrary use: Of life imprisonment without remission. Development of a clear statutory framework governing life imprisonment without remission.
- Gap: Between evolving constitutional jurisprudence and ground-level judicial practice. Strengthening legal aid and defence representation in capital cases.
- Legislative push: Towards harsher punishment amid judicial caution. Aligning legislative policy with constitutional values of fair trial, proportionality, and human dignity.
Conclusion:
- The report underscores that wrongful convictions in death penalty cases are systemic, not incidental, revealing deep structural flaws in India’s criminal justice system.
- While higher courts have emerged as corrective institutions safeguarding Articles 14 and 21, the persistence of procedural lapses at the trial level and the unregulated rise of harsh alternative sentences demand urgent reform.
- For a constitutional democracy, the legitimacy of capital punishment hinges not merely on legality, but on scrupulous adherence to due process and fairness.
Article
04 Feb 2026
Why in the News?
- India has committed to importing goods worth $100 billion annually from the U.S. for five years as part of a broader trade understanding that also involves significant tariff reductions.
What’s in Today’s Article?
- India-US Trade Deal (Background, Key Features, Agriculture & Market Access, Strategic Significance, Concerns & Criticism, etc.)
Background: India-U.S. Trade Relations
- India and the United States share a rapidly expanding trade relationship, shaped by strategic convergence, supply chain realignments, and geopolitical considerations.
- The U.S. is India’s largest trading partner, accounting for a substantial share of India’s exports in services, pharmaceuticals, engineering goods, and IT.
- However, trade ties have also witnessed friction, particularly over tariffs, market access, digital trade, and agriculture.
- In August 2025, the U.S. raised tariffs on Indian goods to 50%, citing trade imbalances.
- This escalation set the stage for renewed negotiations aimed at stabilising bilateral trade while protecting domestic interests.
Key Features of the India-U.S. Trade Deal
- Large-Scale Import Commitment
- India has committed to importing $100 billion worth of U.S. goods annually for five years, more than double the $45.62 billion imported in FY25. The imports will primarily include:
- Energy products (oil, gas, coal), Aircraft and aircraft parts, Technology and high-value manufactured goods, Precious metals, Nuclear-related equipment and Selected agricultural products
- India has committed to importing $100 billion worth of U.S. goods annually for five years, more than double the $45.62 billion imported in FY25. The imports will primarily include:
- Tariff Reduction by the United States
- As part of the understanding, the U.S. agreed to reduce tariffs on Indian goods to 18%, down from the earlier 50%.
- This rollback improves market access for Indian exporters and restores competitiveness in sectors such as engineering goods, textiles, and auto components.
- Protection of Sensitive Sectors
- Despite opening its market to a wide range of U.S. products, India has maintained explicit protection for sensitive sectors, including:
- Genetically modified agricultural products, the dairy sector, Poultry, maize, cereals, and corn
- This calibrated approach reflects India’s long-standing policy of shielding small farmers and food security from external shocks.
Agriculture and Market Access Framework
- India has allowed quota-based or limited access for select agricultural commodities such as cotton, pulses, chestnuts, and onions.
- Market access has also been extended to apples, wine, spirits, and beer, products already permitted under trade agreements with other partners like the EU and New Zealand.
- The government has consistently reiterated that no compromise has been made on farmer welfare.
Strategic and Economic Rationale
- Addressing Trade Imbalances
- The deal aims to reduce persistent U.S. trade deficits in goods, particularly in agriculture.
- For India, the arrangement helps ease tariff pressure while ensuring continuity of access to the U.S. market.
- Energy Security and Diversification
- Large-scale energy imports from the U.S. support India’s energy diversification strategy, reducing overdependence on volatile regions and strengthening long-term supply stability.
- Geopolitical Significance
- Beyond economics, the deal reinforces India-U.S. strategic alignment amid shifting global trade patterns, decoupling pressures, and competition with China.
- Trade is increasingly being used as a tool of diplomacy and strategic reassurance.
Concerns and Criticisms
- Fiscal and Trade Deficit Risks
- Committing to fixed import values may constrain India’s trade flexibility and widen the merchandise trade deficit if exports do not grow proportionately.
- Farmer and MSME Concerns
- Farmer groups have expressed apprehensions that surplus U.S. agricultural produce could eventually seek deeper access to Indian markets, affecting domestic prices and livelihoods.
- Absence of a Formal FTA
- Despite its scale, the arrangement stops short of a full-fledged Free Trade Agreement (FTA), leaving uncertainties about dispute resolution mechanisms and long-term enforceability.
Way Forward
- India will need to closely monitor implementation, ensure safeguard mechanisms remain robust, and simultaneously push for export expansion in services, manufacturing, and technology.
- Strengthening domestic competitiveness and productivity will be critical to maximising gains from the deal.
Article
04 Feb 2026
Context
- The artificial intelligence industry has entered a critical phase. After years of rapid expansion and heavy capital deployment, the central issue has shifted from technical capability to long-term profitability.
- Massive spending on compute power, data centres and foundational systems has proven that AI can function at scale, but not that it can consistently generate profits.
- The emerging evidence shows that durable value is being created not at the level of infrastructure, but through practical AI applications that solve real business problems.
The Limits of Infrastructure-Led Growth and The Rise of AI Applications and Real Demand
- The Limits of Infrastructure-Led Growth
- The AI sector has been shaped by unprecedented investment in infrastructure, reaching hundreds of billions of dollars annually.
- Despite this scale, foundational AI providers continue to struggle financially. Operating margins remain thin due to high inference costs and intense competition among model providers, which suppresses pricing power.
- Even firms reporting strong revenue growth often remain unprofitable, relying on external funding to offset operational losses.
- A further weakness of this model is the prevalence of circular spending. Much reported revenue originates within the AI ecosystem itself, particularly through discounted compute arrangements between large technology firms.
- This dynamic inflates revenue figures while masking limited external demand, raising concerns about the sustainability of infrastructure-driven growth.
- The Rise of AI Applications and Real Demand
- In contrast, AI applications show clear signs of genuine market traction.
- Corporate spending on applied AI tools has grown rapidly, reflecting widespread adoption rather than experimentation.
- These tools are increasingly embedded in daily operations across industries, driving efficiency and cost savings.
- The commercial success of application-focused companies is evident in their recurring revenue, with multiple products reaching substantial annual income levels within a short time frame.
- This performance demonstrates that customers are willing to pay for AI systems that deliver concrete outcomes, validating application-led business models and highlighting the limits of purely technological differentiation.
Investment Shifts and Market Validation
- Market behaviour among investors further confirms this shift. Capital is increasingly flowing toward AI firms with proven products, stable customers and clear paths to profitability.
- Strategic acquisitions now focus on application providers rather than infrastructure assets, reflecting confidence in businesses that offer immediate operational value.
- High-profile purchases of young but revenue-generating AI companies illustrate this trend.
- These deals reward speed to market, usability and customer relevance, reinforcing the idea that successful AI strategies prioritise execution over scale alone.
Departmental AI and the Concentration of Value
- The strongest concentration of AI value is found in departmental AI tools, particularly those designed for coding.
- These applications represent the largest share of departmental AI spending and enjoy exceptionally high daily usage rates among developers.
- Their success is driven by clear gains in productivity, making their value immediately measurable.
- Large technology firms have responded by acquiring application-focused startups that enhance employee efficiency and automate routine tasks.
- These transactions underline the growing consensus that AI’s economic contribution is maximised when tools are tightly aligned with specific job functions.
Applications as the Driver of Model Success
- Shifts within the enterprise AI market further support the primacy of applications.
- Changes in market share among leading models have been driven less by technical superiority and more by dominance in high-value use cases such as software development.
- This demonstrates that applications generate demand for underlying models, reversing the assumption that better models naturally lead to better businesses.
- As AI systems mature, the greatest returns accrue to companies offering integrated solutions rather than standalone model access.
- Deep integration into organisational workflows creates switching costs and long-term customer dependence, strengthening profitability over time.
Policy and Regulatory Challenges
- The expansion of AI applications raises complex policy questions.
- As large AI providers move downstream into applications, competition risks intensify, potentially disadvantaging smaller innovators.
- At the same time, AI solutions tailored to specific verticals increase exposure to legal issues around data use, privacy and accountability.
- Effective regulation must balance oversight with flexibility. Overly restrictive rules could suppress experimentation, while weak enforcement may allow dominant firms to stifle competition.
- The goal should be to preserve market openness while protecting users and maintaining trust.
Conclusion
- The evolution of AI mirrors earlier technological revolutions.
- Just as the Internet derived its value from services built on top of connectivity, AI will be monetised through applications that convert computational power into business results.
- Infrastructure enables progress, but applications deliver innovation and lasting economic impact.
- As capital markets and policymakers refocus on fundamentals, the future of AI is increasingly defined by usefulness, integration and real-world outcomes rather than scale alone.
Article
04 Feb 2026
Context
- For more than a century, industrial growth has been driven by the combustion of fossil fuels. Coal, oil, and gas supplied heat and motion through molecules, shaping factories, transport systems, and global trade.
- This paradigm is now being replaced by one centred on electrons, delivered through electricity networks.
- The shift toward electrification is no longer only an environmental objective; it is a defining factor in economic competitiveness, trade access, and resilience.
- Countries that rapidly electrify production, particularly with clean power, are better positioned to attract capital and jobs. In this emerging landscape, China has moved decisively ahead, while India faces a pivotal moment in determining its industrial future.
Conceptual Framework: Molecules versus Electrons
- The contrast between molecules and electrons offers a clear framework for understanding the energy transition.
- Molecules such as coal, oil, and gas are burned directly in engines, furnaces, and boilers. Electrons, supplied through the grid, power electric motors and digitally controlled processes.
- Electrification delivers significant efficiency gains: electric motors convert over 90% of energy into useful work, compared with less than 35% for combustion engines.
- These gains enable higher automation, better process control, and faster decarbonisation as electricity generation shifts toward cleaner sources.
- As a result, each incremental increase in electrification displaces a disproportionately large amount of fossil fuel use.
China’s Electron-First Industrial Strategy
- China’s approach demonstrates how electrification can be used as a deliberate industrial strategy.
- Nearly half of its industrial energy consumption now comes from electricity, with a growing share sourced from renewables.
- This transformation has been enabled by sustained investment in generation capacity, ultra-high-voltage transmission, flexible substations, and grid-scale storage.
- Rather than relying on on-site fuel combustion, factories are designed to run on reliable grid power.
- Sectoral outcomes illustrate this shift. In steel production, electric arc furnaces have expanded rapidly through policies supporting scrap recycling and preferential electricity tariffs.
- In cement, electrification of grinding, materials handling, and advanced controls has reduced fuel intensity, while waste heat recovery supplies a meaningful share of energy demand.
- Although process emissions remain unavoidable, pilots for carbon capture indicate long-term planning.
- Together, these measures strengthen manufacturing competitiveness in markets where carbon intensity increasingly influences trade decisions.
India’s Starting Point and Structural Constraints
- India has expanded electricity capacity rapidly and is a global leader in annual solar additions.
- Despite this progress, industrial electricity accounts for only about one quarter of energy use, while green electricity remains a small fraction of final demand.
- Three structural constraints explain this gap. First, legacy reliance on on-site combustion continues to lock firms into molecule-based systems. Second, uneven power quality discourages all-electric process design.
- Third, policy has prioritised generation capacity more than industrial adoption of electricity.
- Without addressing these constraints, Indian industry risks falling behind as global markets tighten carbon standards.
Sectoral Pathways for India’s Transition
- India nevertheless has viable pathways to accelerate the transition. Around one-third of steel production already uses electric arc furnaces, providing a foundation for expansion.
- Improving scrap collection and linking incentives to clean power could raise this share, particularly as the European Union’s CBAM reshapes global trade.
- In cement, support for electrified kilns, large-scale waste heat recovery, and carbon capture hubs could significantly reduce fuel use per tonne over the coming decade.
- For MSMEs, which often depend on coal boilers and diesel generators, the challenge is access rather than technology.
- Concessional finance for electric boilers, pooled procurement of renewable power, and technical assistance are essential.
- Embedding digitalisation in new industrial clusters can further reduce energy waste, enable demand response, and generate auditable emissions data demanded by international buyers.
Strategic Importance Beyond Climate Goals
- The shift from molecules to electrons extends beyond climate mitigation. Low-carbon production is increasingly central to exports, influencing buyer preferences and supply-chain contracts.
- Electrification enhances energy security by reducing exposure to volatile imported fuel prices.
- It also strengthens economic sovereignty, allowing industries to locate based on skills and logistics rather than proximity to fossil fuel resources.
Conclusion
- The emerging industrial race is defined by the speed and quality of electrification.
- China’s experience shows that directing clean electricity into industry delivers durable advantages in productivity and trade. India must respond with equal ambition.
- Future efforts must focus not only on adding capacity but on ensuring that electricity flows into factories, workshops, and industrial parks.
- Accelerated grid investment, mandated electrification in new clusters, and targeted support for smaller firms are critical.
- The next phase of global industry will be written in electrons rather than molecules, and India’s ability to compete will depend on how decisively it acts now.
Online Test
04 Feb 2026
CA Test - 4 (CA1104)
Questions : 100 Questions
Time Limit : 0 Mins
Expiry Date : May 31, 2026, midnight
Online Test
04 Feb 2026
CA Test - 4 (CA1104)
Questions : 100 Questions
Time Limit : 0 Mins
Expiry Date : May 31, 2026, midnight
Current Affairs
Feb. 3, 2026
About Fuego Volcano:
- Volcan de Fuego, which translates to “Volcano of Fire” in Spanish, is an active volcano located in Guatemala.
- It is a relatively young basaltic stratovolcano.
- It forms part of the Central American Volcanic Arc, a chain of volcanoes stretching from Guatemala to Panama.
- Guatemala lies on the Pacific “Ring of Fire” and experiences frequent seismic and volcanic activity.
What is a Stratovolcano?
- It is a tall, steep, and cone-shaped type of volcano.
- Unlike flat shield volcanoes, they have higher peaks.
- They are typically found above subduction zones, and they are often part of large volcanically active regions, such as the Ring of Fire that frames much of the Pacific Ocean.
Current Affairs
Feb. 3, 2026
About Pennaiyar River:
- The Pennaiyar River is a major river in southern India flowing through Tamil Nadu and Karnataka.
- It is also known as the South Pennar River, Dakshina Pinakini in Kannada, and Thenpennai, Ponnaiyar, or Pennaiyar in Tamil.
- Course:
- It originates in the Nandi Hills in the Chikkaballapura district of Karnataka.
- It then flows through Tamil Nadu, where it enters the Bay of Bengal at Cuddalore.
- Major tributaries are the Chinnar, Markanda, Vaniar, and Pamban.
- It has reservoirs at Krishnagiri and Sathanur.
Ponnaiyar River Dispute:
- It is a water-sharing dispute between the Indian states of Tamil Nadu and Karnataka.