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  • NTA’s Big Reset: Air-Gapped & Tamper-Resistant

    Why in the News

    A day after the Education Ministry announced an overhaul of the examination system at the National Testing Agency (NTA), a senior agency official set out its operating design: shorter engagement periods for subject experts, information withheld even inside official circles, and question paper work confined to air gapped systems. The design treats paper leakage as an insider access problem rather than a detection problem.

    What does the four tier examination security system involve?

    1. Two distinct levels: The four tier system is operationalised at two levels, the first at the stage of setting question papers and the second at the stage of physical security during the process.
    2. Level one, separation of paper setting functions: Separate sets of people are involved with each key function, namely item writers and those moderating, translating and vetting the items, so no single group sees the paper end to end.
    3. Level two, layered physical screening: Persons coming to the centres are physically frisked, their credentials are established, their electronic devices are verified, and they work only on air gapped systems.
    4. Already field tested: The new system was tested in the recent Council of Scientific and Industrial Research examination and the National Eligibility cum Entrance Test (NEET) re examination, and is being institutionalised now.

    What is an air gapped system?

    1. Definition: An air gapped system is a computer or system completely isolated from unsecured external networks, including the public internet, so data cannot move in or out over a network connection. Isolation means any transfer requires physical access, which is what the frisking and device verification layers are designed to control.

    Why is the National Testing Agency shortening the engagement of subject experts?

    1. The stated reason: A senior agency official said engagement time is being curtailed because the mafia tries to make these people compromised if they are there for a longer duration.
    2. The threat characterised: The official described what the agency faces as a big mafia, framing leakage as organised rather than opportunistic.
    3. Scale of the churn: The Director General had announced the removal of 600 experts and the onboarding of new ones.
    4. The logic of rotation: A shorter tenure limits the window in which an expert can be identified, approached and cultivated by an organised network.

    Why is information being staggered even inside official circles?

    1. Partial disclosure by design: The agency and the Education Ministry are leaning towards a system where full information is not divulged even within official circles.
    2. The operating rule: Plans are confidential and divulged to people only in parts, on a need to know basis, so that no individual holds the complete process map.
    3. The stated intent: The official said the agency is not disclosing everything and is not opening all its cards, including to people within the system.

    How is physical security being tightened around the examination process?

    1. Frisking at entry: Persons coming to the centres are physically frisked before entry.
    2. Credential verification: Credentials of those entering are established rather than assumed from a pass or list.
    3. Device control: Electronic devices carried by such persons are verified.
    4. Isolated computing: Work is confined to air gapped systems, cutting the network route out of the secure area.
    5. Dedicated security force: Premises are being secured by the Central Industrial Security Force (CISF), which specialises in frisking.

    What did the Parliamentary Standing Committee find about the agency’s record?

    1. The report: The Parliamentary Standing Committee on Education, Women, Children, Youth and Sports flagged the agency’s problems in its 371st Report, 2025, submitted to Parliament.
    2. The 2024 record: Of the 14 competitive examinations conducted by the NTA in 2024, at least five faced major issues.
    3. Postponements: Three examinations, namely the University Grants Commission National Eligibility Test (UGC-NET), the Council of Scientific and Industrial Research National Eligibility Test (CSIR-NET) and the National Eligibility cum Entrance Test Postgraduate (NEET-PG), had to be postponed.
    4. Leak and result failure: One examination, the National Eligibility cum Entrance Test Undergraduate (NEET-UG), saw instances of paper leaks, and one, the Common University Entrance Test for undergraduate and postgraduate admission, saw its results postponed.
    5. Question setting errors: In the Joint Entrance Examination (JEE) Main held in January 2025, at least 12 questions had to be withdrawn due to errors noted in the final answer key.
    6. The Committee’s conclusion: Such instances do not inspire the confidence of examinees in the system, and the NTA needs to quickly get its act together so that they do not recur.

    Challenges to the four tier security overhaul

    1. Expert churn trades security for quality: Replacing subject experts frequently reduces the accumulated experience of the item writing pool, which is itself a source of error. e.g. 12 questions withdrawn from JEE Main January 2025 over answer key errors, a failure of question quality rather than of security.
    2. Air gapping does not cover the human carrier: Network isolation stops remote exfiltration but not a person who memorises or physically removes content. e.g. the government’s own submission before the Supreme Court that the system is foolproof but that at some point there is human intervention.
    3. Need to know secrecy weakens internal audit: Compartmentalised plans that even officials do not see in full make independent internal verification of the process harder. e.g. no single officer being able to certify end to end compliance when each holds only a fragment of the plan.
    4. Outsourced links remain the weak node: Printing, transport and centre operations run through contractors outside the agency’s direct control. e.g. arrests following the NEET-UG leak extended beyond the agency’s own staff.
    5. Frisking capacity does not scale to all centres: Deploying a specialised central force is feasible at paper setting and storage nodes but not at thousands of examination centres. e.g. NEET-UG is conducted for over 23 lakh candidates across the country on a single day.
    6. Tested at small scale, deployed at large scale: The system was validated on the CSIR examination and a re examination, both far smaller than a full national cycle. e.g. a re examination involves a fraction of the centres, invigilators and logistics of a first attempt NEET-UG.

    Conclusion

    The overhaul reorganises examination security around compartmentalisation: shorter expert tenures, split paper setting functions, partial information even internally, and isolated computing behind physical screening. It has been tested on the CSIR examination and the NEET re examination and is now being institutionalised across the agency’s calendar. The Parliamentary Standing Committee’s finding that five of 14 examinations in 2024 failed sets the benchmark this design has to beat. The unresolved element is the human intervention the government itself concedes remains in the chain.

    About the National Testing Agency

    1. Mandate: The NTA is an autonomous testing organisation set up in 2017 under the Ministry of Education to conduct entrance examinations for higher education institutions, and it became operational in 2018.
    2. Legal form: It is registered under the Societies Registration Act, 1860 and is headed by a Director General.
    3. Examination portfolio: It conducts NEET-UG, JEE Main, UGC-NET, CSIR-NET, the Common University Entrance Test, the Common Management Admission Test and the Graduate Pharmacy Aptitude Test, among others.
    4. Delivery mode: Its examinations run in both pen and paper and computer based modes, across thousands of centres and multiple sessions.
    5. Scale: Its examinations together cover crores of candidates a year, with NEET-UG alone drawing over 23 lakh candidates in 2026.

    Laws and Rules Governing Examination Security

    1. Public Examinations (Prevention of Unfair Means) Act, 2024: Criminalises leakage of question papers and answer keys, unauthorised access, tampering with computer networks and the conduct of fake examinations, with imprisonment of three to five years and a fine up to ten lakh rupees for individuals.
    2. Service provider liability: A fine up to one crore rupees and debarment from conducting public examinations for four years.
    3. Organised crime: Imprisonment of five to ten years and a fine of not less than one crore rupees, with all offences cognizable, non bailable and non compoundable.
    4. Bharatiya Nyaya Sanhita, 2023: Supplies the general offences of cheating, criminal conspiracy and forgery used alongside the special law.
    5. Central Industrial Security Force Act, 1968: The statute under which the force securing examination premises is constituted and deployed.
    6. State anti cheating laws: State statutes such as the Rajasthan Public Examination (Prevention of Unfair Means) Act, 2022 govern state recruitment and board examinations, which the central Act does not automatically cover.

    “[2024, GS2, 15 marks] What are the aims and objects of the recently passed and enforced, The Public Examination (Prevention of Unfair Means) Act, 2024? Whether University/State Education Board examinations, too, are covered under the Act?”

  • Supreme Court asks Centre to institutionalise National Testing Agency reforms, cites the Union Public Service Commission as the model

    Why in the News

    The Supreme Court has directed the Union government to file an affidavit within three weeks setting out what it has done to implement the recommendations of the expert committee headed by a former Chairperson of the Indian Space Research Organisation (ISRO) on the National Testing Agency (NTA). The Bench held that reforms must be institutionalised and carried forward by successive officers rather than restarted with each new committee after each failure.

    What is the National Testing Agency (NTA)?

    1. Status: The National Testing Agency (NTA) is an autonomous testing organisation set up in 2017 under the Ministry of Education and registered under the Societies Registration Act, 1860, to conduct entrance examinations for higher education institutions.
    2. Examinations conducted: It conducts the National Eligibility cum Entrance Test Undergraduate (NEET-UG), the Joint Entrance Examination Main, the University Grants Commission National Eligibility Test, and the Common University Entrance Test, among others.
    3. Why it is before the Court: The agency has been under the Supreme Court’s scanner since the NEET-UG 2026 paper leaks, with petitioners describing the failure as recurring and systemic rather than isolated.

    What is a sovereign database?

    1. Meaning: A sovereign database is one whose servers, storage and control remain within the jurisdiction and ownership of the sovereign authority, rather than on infrastructure owned or operated by a third party or located abroad. The Bench asked whether the NTA has one and where question papers are stored.

    Why did the National Testing Agency come under the Supreme Court’s scrutiny?

    1. The trigger event: The 2026 NEET-UG question paper leaks led to cancellation of the examination and left over 23 lakh medical college aspirants stranded.
    2. Criminal process: A Central Bureau of Investigation (CBI) probe was ordered into the leaks and arrests were made.
    3. Political consequence: The leaks led to nationwide protests and a police crackdown on students, and ultimately to the resignation of the then Union Education Minister.
    4. The petitioners’ framing: The Court was hearing petitions by the Federation of All India Medical Association and the United Doctors Front, which characterised the 2026 leak as part of a recurring, systemic and catastrophic failure of the NTA in conducting NEET-UG.

    Why does the Court treat committee hopping as the problem rather than the solution?

    1. The Bench’s central objection: The Court held that it should not be that a committee gives recommendations and a new committee is then formed which removes the old one lock, stock and barrel.
    2. The specific sequence at issue: A seven member committee formed in 2024 under a former ISRO Chairperson recommended structural reforms in the NEET system, and the Centre has since constituted a task force under an Infosys co founder for new technological reforms.
    3. The Court’s fix, not replacement but review: The new task force must review the earlier committee’s recommendations and improve on them where necessary, and the earlier committee’s chairperson could be made part of the new body.
    4. The pattern is older than these two: The Bench pointed out that there were two more committees before the 2024 committee, and that recommendations must not remain on paper but must translate into action.
    5. The Solicitor General’s position: The Union government agreed on the need for a permanent mechanism to introduce reforms and maintain their continuity, and stated that it had already accepted the 2024 committee’s recommendations.

    What does the Court mean by institutional memory in an examination body?

    1. The failure mode named: A set of reforms implemented for one examination is undone in the next when senior NTA officers are shifted out, so continuity depends on individuals rather than on the institution.
    2. The standard set: Reforms must be vibrant, institutionalised and carried on within the NTA by successive officers, and must flow down from one generation of officers to the next.
    3. The comparator used: The Court cited the Union Public Service Commission (UPSC), which has conducted examination after examination without a hitch because it holds institutional memory and institutional expertise.
    4. What the earlier committee already said: The 2024 committee had itself focused on ways to build institutional memory and had identified the problem as systemic rather than logistical.

    What specific institutional gaps did the Bench probe?

    1. Technology capability: The Bench asked how the agency was facing new technological challenges, and whether the necessary infrastructure and software systems were in place.
    2. Data security and storage: It asked about cybersecurity and storage, whether the NTA has a sovereign database, and where question papers are stored.
    3. Physical premises: It asked where the agency’s office is situated and pressed on the need to secure office premises and operational infrastructure.
    4. Manpower: It asked how many officers the body has, how much staff is available, whether the various director and joint director positions had been filled, and how many had taken charge.
    5. Candidate facing systems: It stressed training and preparing personnel for the long term, candidate friendly arrangements and a grievance mechanism, and the strengthening of physical and intellectual capacity.
    6. The government’s response on hiring: The Solicitor General said hiring for scaling up digital infrastructure was under way and that the chief technology officer and chief financial officer had already been selected.

    What has the Centre placed on record?

    1. Earlier affidavit: The Court referred to an affidavit of 4 August filed by the Union government listing several senior appointments to be made to the NTA.
    2. Fresh affidavit directed: The Secretary must file an affidavit within three weeks, containing all details and indicative timelines, on steps taken to implement the 2024 committee’s suggestions as reflected and nuanced by the new task force.
    3. Measures claimed: The Centre’s affidavit described the Public Examinations (Prevention of Unfair Means) Act, 2024 and the constitution of the new task force as landmark measures against future paper leaks.
    4. Mandate of the new task force: It has been constituted to recommend end to end reforms focused on leveraging advanced technology such as artificial intelligence and blockchain to strengthen examination security and integrity.
    5. Limits on redesigning NEET-UG: Any structural change in the design of NEET-UG would be undertaken only in consultation with and with the concurrence of the Union Health Ministry and the National Medical Commission.
    6. Assurance to candidates: The Union government committed to giving candidates adequate advance notice of any change in the mode or design of the examination.
    7. The residual admission: The Solicitor General submitted that the system in place is foolproof but that at some point there is human intervention.

    Challenges to institutionalising reform in the National Testing Agency

    1. Officer rotation defeats continuity: Reforms owned by a posting rather than a post are reversed on transfer, which is precisely the failure the Court described. e.g. reforms implemented for one examination cycle being undone in the next after senior NTA officers were shifted out.
    2. No statutory foundation: The NTA is a registered society rather than a body created by statute, so its powers, tenure protections and accountability are weaker than those of a constitutional or statutory examination body. e.g. the UPSC derives its independence from Article 315 of the Constitution, which the NTA has no equivalent of.
    3. Recommendations without an implementation tracker: Successive committees have produced reports with no published mechanism to show which recommendation was executed and when. e.g. the Court had to direct an affidavit with indicative timelines three weeks out simply to learn the status of the 2024 committee’s recommendations.
    4. The human link in an otherwise sealed chain: Security design can cover technology and logistics but not the conduct of every person with access. e.g. the Solicitor General’s own submission that the system is foolproof but that at some point there is human intervention.
    5. Vendor and outsourcing dependence: Question paper printing, transport and centre operations run through private contractors whose staff sit outside the agency’s disciplinary reach. e.g. arrests following the NEET-UG leak extended beyond the agency’s own personnel.
    6. State level examinations remain outside the frame: The Court’s directions bind the NTA, and state recruitment and board examinations run on separate legal and administrative regimes. e.g. the Jharkhand government’s cancellation of 22 recruitment examinations over alleged irregularities in the same week.

    Conclusion

    The Court has shifted the remedy from constituting committees to building an institution, holding that reforms must survive the officers who introduced them. The immediate stage is a directed affidavit from the Secretary within three weeks, setting out implementation of the 2024 committee’s recommendations as nuanced by the new task force, with indicative timelines. Whether the NTA acquires a sovereign database, filled senior posts, secured premises and a grievance mechanism is the test the Court has set. Committee count is not the measure of reform; institutional memory is.

    [2024, GS2, 15 marks] What are the aims and objects of the recently passed and enforced, The Public Examination (Prevention of Unfair Means) Act, 2024? Whether University/State Education Board examinations, too, are covered under the Act?”

  • Dignity in death: Supreme Court upholds hanging under Article 21

    Why in the News

    The Supreme Court has dismissed a public interest litigation arguing that death by hanging is scientifically unreliable and violates the right to a dignified death under Article 21 of the Constitution. The ruling holds that a method of execution devised in colonial India still satisfies the constitutional promise of dignity, while leaving the question open to a future challenge built on fresh scientific material.

    What is the long drop method of hanging?

    1. The colonial inheritance: Hanging is the prescribed method of executing death sentences in India and derives from British Common Law.
    2. The older short drop method: Historically, hanging was carried out through a short drop, which causes death by asphyxiation.
    3. What the long drop is meant to do: A longer drop is calibrated to snap the second and third cervical vertebrae, the C2 and C3, and with them the spinal cord, rendering the person immediately unconscious.
    4. Why calibration decides the outcome: The drop must be matched to the individual’s weight and height, since a drop that is too short causes prolonged strangulation and one that is too long risks decapitation.
    5. The protocol afterwards: Standard prison protocols require the body to be left hanging for 30 minutes after the trap door opens.

    What is the current status of capital punishment and the right to die with dignity in India?

    1. Executions carried out: 971 executions have taken place in India between 1947 and 2025.
    2. Executions in this century: Only six executions have taken place since 2001, the most recent in 2020, of the four convicts in the Delhi gang rape and murder case.
    3. Sentences imposed: 1,281 convicts were sentenced to death between 2016 and 2025, which is far larger than the number of executions carried out.
    4. The sentencing threshold: The death penalty may be imposed only in the rarest of rare cases, the standard laid down in Bachan Singh v State of Punjab (1980).
    5. The statutory command: Section 393(5) of the Bharatiya Nagarik Suraksha Sanhita (BNSS), 2023 provides that where a person is sentenced to death, the sentence shall direct that he be hanged by the neck till he is dead.
    6. How old the clause is: The clause has barely changed since it was introduced in the Code of Criminal Procedure in 1861 and has survived multiple amendments.
    7. The recognised right: The Supreme Court in Gian Kaur v State of Punjab (1996) held that the right to life under Article 21 includes the right to live with dignity and consequently to die with dignity.
    8. The limits on that right: The right to die with dignity does not extend to a right to take one’s own life, and its recognised application is to end of life decisions rather than to the manner of a lawful execution.

    Constitutional Provisions Related to Capital Punishment

    1. Article 21: Guarantees that no person shall be deprived of life or personal liberty except according to procedure established by law, and this procedure must be fair, just and reasonable.
    2. Article 14: Requires that the classification of offences and offenders attracting the death penalty be reasonable and non arbitrary.
    3. Article 20(1): Bars the imposition of a penalty greater than that prescribed by the law in force at the time the offence was committed.
    4. Article 22: Provides procedural protections on arrest and detention, including the right to consult and be defended by a legal practitioner.
    5. Article 72: Empowers the President to grant pardon, reprieve, respite or remission of punishment, and to suspend, remit or commute a sentence of death.
    6. Article 161: Empowers the Governor to grant pardon and to commute sentences, though the power to pardon a death sentence rests with the President.
    7. Article 134: Provides an appeal to the Supreme Court in a criminal proceeding where a High Court has reversed an acquittal and imposed a death sentence.
    8. Article 136: Provides for special leave to appeal to the Supreme Court against any judgment or order in any cause or matter.
    9. Article 137: Provides the power of review, under which death row convicts are entitled to an open court hearing of a review petition.
    10. Concurrent List, Entry 1 and Entry 2: Place criminal law and criminal procedure in the Concurrent List, so both Parliament and State legislatures may legislate on them.

    What did the petition argue?

    1. The relief sought: A declaration that the provision prescribing hanging is unconstitutional, on the ground that Article 21 includes a right to die through a dignified procedure.
    2. The characterisation of the method: The method was described as accompanied by intense physical torture and pain, and as inherently unpredictable.
    3. The scientific material relied on: A 1992 study of the remains of 34 people hanged in England between 1882 and 1945.
    4. What the study found: Fractures at C2 and C3 were common, but the hangman’s fracture, assumed to cause near instant death, appeared in only three of the 34 cases, and six died of asphyxiation instead.
    5. The inference drawn: Hanging is therefore neither quick nor controllable in the way the law assumes it to be.
    6. The intervenor’s evidence: The Executive Director of a university death penalty clinic that intervened in the proceedings stated that researchers examining the remains of executed prisoners found that people had not died by an instant breaking of the neck, and that a range of painful and long drawn causes had produced their deaths.

    Why did the Court decline to revisit the 1983 precedent?

    1. The binding precedent: A three judge bench in Deena vs Union of India (1983) had upheld hanging as a constitutional mode of execution.
    2. What Deena examined: That bench considered medical evidence, expert opinion and comparative execution methods before ruling.
    3. What Deena held: Hanging, when properly administered, is a quick and certain method, causes no greater pain than any other known method, and avoids barbarity, torture and degradation.
    4. The legislative hurdle: Parliament chose to retain hanging while enacting the Bharatiya Nagarik Suraksha Sanhita, which is a recent legislative reaffirmation of the method.
    5. The evidentiary finding: The new scientific material did not displace the basis on which Deena was decided.
    6. The comparative finding: The material did not establish that lethal injection, electrocution, lethal gas or shooting offered any advantage over hanging.
    7. The constitutional conclusion: The existing method continues to satisfy the State’s obligation to carry out a death sentence with decency and decorum and without degradation or brutality.

    What is the Union government’s position?

    1. The claim made: Hanging remains the safest and quickest available method of execution.
    2. The domestic record cited: No botched execution has ever been recorded in India.
    3. The comparative argument: Lethal injection in the United States carries a well documented history of failures.
    4. What this position implies: The burden of demonstrating that an alternative is measurably less painful and more reliable rests on the challenger, not on the State.

    What did the Court leave open?

    1. No permanent closure: The bench stopped short of treating the question as settled forever.
    2. The ground for a future challenge: Constitutional law evolves, and a future challenge may succeed if new scientific, medical or empirical material fundamentally alters the assumptions on which Deena was decided.
    3. The executive route: The Court left it open to the Union government to examine alternative methods of execution should it choose to do so.
    4. What this means in practice: The method now depends on the state of the evidence rather than on the age of the precedent.

    What do other countries’ execution methods show about the search for a humane method?

    1. Hanging’s reach: A 2012 Cornell Law School database identified 60 countries that authorised hanging as a method of execution, concentrated in jurisdictions influenced by British Common Law, including India, Singapore and Japan.
    2. Lethal injection: The primary method in several United States states where the death penalty is allowed and heavily used in China, administering an anaesthetic, then a paralytic, then potassium chloride, and frequently botched where venous access is compromised.
    3. Shooting: Used in China, North Korea, Somalia and parts of West Asia, visually violent and traumatic for executioners, with proponents citing near instantaneous cardiac or neurological destruction.
    4. Beheading: Carried out with a sword in Saudi Arabia, and reliant entirely on the executioner’s precision.
    5. Nitrogen hypoxia: Recently introduced in the United States, using inhalation of pure nitrogen to cause asphyxiation without triggering the hypercapnic alarm response, the panicked sensation of suffocation, and criticised as insufficiently vetted and amounting to human experimentation.
    6. The abolition trend: More than two thirds of the world’s nations, around 113, have ended the death penalty in law or in practice, according to Amnesty International.
    7. The countervailing trend: A 2025 Amnesty International report recorded a 12 percent increase in executions over the previous year, so fewer states execute while those that do execute more.
    8. The 2025 concentration: The countries recording the most executions in 2025 were Iran at 2,159 or more, Saudi Arabia at 356 or more and Yemen at 51 or more, with China’s total running into the thousands and not published.
    9. What the comparison establishes: Every available method carries its own scientific and ethical controversy, which is why no alternative could be shown to be superior to hanging.

    Major debates surrounding capital punishment and the method of execution

    1. Retribution against reform: The claim that the gravest offences require the ultimate sanction stands against the claim that the state’s own conduct must not replicate the violence it punishes.
    2. Deterrence unproven: The deterrent effect of capital punishment has not been empirically established, which weakens the principal utilitarian justification offered for it.
    3. Two rulings in tension: Gian Kaur (1996) recognises a right to die with dignity within Article 21, while Deena (1983) holds that a method causing potential asphyxiation satisfies the same Article, and the present ruling resolves that tension in favour of the earlier precedent.
    4. Judge centric sentencing: The rarest of rare test is applied unevenly across benches, which makes the sentence depend in part on the composition of the court.
    5. Delay as cruelty: Prolonged delay in deciding mercy petitions has been held to be a ground for commutation, which converts the length of the process itself into a constitutional question.
    6. Socio economic profile of death row: A disproportionate share of death row prisoners come from poor and marginalised backgrounds with inadequate legal representation, which raises an equality question under Article 14.
    7. Irreversibility and wrongful conviction: The penalty cannot be corrected after execution, and acquittals in appeal after years on death row demonstrate that error occurs.
    8. The evidence gap the present dispute turns on: No systematic post mortem study of executions in India exists, so both the State’s claim of no botched execution and the petitioner’s claim of prolonged suffering rest on foreign data.
    9. Legislative expansion against judicial restriction: Parliament has extended the death penalty to more offences while the courts have narrowed the circumstances in which it may be imposed.

    Challenges to ensuring a constitutional mode of execution

    1. No Indian evidence base: India has no published forensic study of executions, so the constitutional question is argued on English data from 1882 to 1945. e.g. the 1992 study relied on by the petitioners examined 34 remains from England, not from any Indian prison.
    2. Calibration depends on execution skill: The drop length must be computed for each individual, so the outcome varies with the competence of prison staff. e.g. the official drop tables in use derive from colonial era manuals rather than from contemporary biomechanical evidence.
    3. Every alternative carries its own failure mode: No method has been shown to be reliably painless. e.g. lethal injection executions in the United States have taken over an hour where venous access failed.
    4. Absence of monitoring: No independent medical observation or record of the execution process is published. e.g. prison protocols require the body to hang for 30 minutes without any requirement to record the time or cause of death.
    5. Delay converts the sentence into a separate punishment: Prisoners spend years under sentence while appeals and mercy petitions are pending. e.g. the Supreme Court in Shatrughan Chauhan v Union of India (2014) commuted 15 death sentences on the ground of inordinate delay in deciding mercy petitions.
    6. Unequal access to competent defence: The quality of representation at the sentencing stage decides who receives the sentence. e.g. mitigating circumstances are often not placed on record at all in trial courts, which the Supreme Court addressed in Manoj v State of Madhya Pradesh (2022).
    7. Legislative expansion without sentencing guidance: New offences attract the death penalty without any accompanying sentencing framework. e.g. the death penalty was extended to the rape of a child below twelve years by the amendment to the Protection of Children from Sexual Offences Act in 2019.

    Conclusion

    The Court has held that hanging under Section 393(5) of the Bharatiya Nagarik Suraksha Sanhita, 2023 remains constitutional, on the twin grounds that Deena (1983) has not been displaced and that Parliament reaffirmed the method when it enacted the new Sanhita. The scientific material placed before it was found insufficient to dislodge the assumptions on which the 1983 ruling rests, and no alternative method was shown to be superior. The petition is dismissed, but the question is not closed, since a future challenge may succeed on fresh scientific, medical or empirical material. The Union government has also been left free to examine alternative methods of execution should it choose to do so.

    What is the rarest of rare doctrine?

    1. About: The rarest of rare doctrine is the sentencing standard under which the death penalty may be imposed only where the alternative of life imprisonment is unquestionably foreclosed.
    2. Rationale: It exists because the Constitution permits capital punishment while Article 21 requires that its imposition be exceptional, reasoned and non arbitrary, so life imprisonment is the rule and death the exception.
    3. Where it comes from: Laid down in Bachan Singh v State of Punjab (1980), which upheld the constitutionality of the death penalty by a majority while confining it to the rarest of rare cases.
    4. The named typology it rests on:
      • Aggravating circumstances: Factors relating to the crime, such as extreme brutality, premeditation and the vulnerability of the victim, which weigh in favour of the maximum sentence.
      • Mitigating circumstances: Factors relating to the offender, such as age, mental condition, socio economic background and the probability of reform, which weigh against it.
      • The five categories in Machhi Singh v State of Punjab (1983): Manner of commission, motive, anti social or socially abhorrent nature of the crime, magnitude of the crime, and personality of the victim.
      • The balancing requirement: The court must weigh aggravating against mitigating circumstances and record why life imprisonment is unquestionably foreclosed.

    Laws Governing Capital Punishment in India

    1. Bharatiya Nagarik Suraksha Sanhita (BNSS), 2023: The procedural code governing trial, sentencing, confirmation and execution of the death sentence, which replaced the Code of Criminal Procedure, 1973.
    2. Section 393(5): Directs that a person sentenced to death be hanged by the neck till he is dead.
    3. Confirmation requirement: A death sentence passed by a Sessions Court has no effect until it is confirmed by the High Court.
    4. Bharatiya Nyaya Sanhita (BNS), 2023: The substantive penal code listing the offences that carry the death penalty, including murder, waging war against the Government of India, and certain aggravated forms of rape.
    5. Unlawful Activities (Prevention) Act, 1967: Provides the death penalty for a terrorist act resulting in death.
    6. Narcotic Drugs and Psychotropic Substances Act, 1985: Provides the death penalty for repeat offences involving specified commercial quantities, made discretionary rather than mandatory after judicial challenge.
    7. Protection of Children from Sexual Offences Act, 2012: As amended in 2019, provides the death penalty for aggravated penetrative sexual assault on a child.
    8. Criminal Law (Amendment) Act, 2013 and Criminal Law (Amendment) Act, 2018: Extended the death penalty to repeat rape offences and to the rape of a child below twelve years respectively.
    9. Army Act, 1950, Navy Act, 1957 and Air Force Act, 1950: Provide the death penalty for specified offences under military law, where the alternative method of shooting is available.
    10. Prisons Act, 1894 and State prison manuals: Govern the conditions of confinement of death row prisoners and the procedure at the place of execution.

    “[2023, GS2, 15 marks] “The Constitution of India is a living instrument with capabilities of enormous dynamism. It is a constitution made for a progressive society”. Illustrate with special reference to the expanding horizons of the right to life and personal liberty.”

  • Palestine backs India’s bid for non-permanent Security Council seat

    Why in the News

    Palestine has backed India’s bid for a non-permanent UN Security Council seat for 2028-29. The support came during India’s renewed diplomatic engagement with Palestine, including plans for a new India-funded hospital in the West Bank and medical assistance for Gaza.

    Non-Permanent Seat of the UNSC

    • Composition: UNSC has 15 members: 5 permanent members with veto power and 10 non-permanent members.
    • Election: Elected by the UN General Assembly for a 2-year term with a two-thirds majority.
    • Distribution: Seats follow equitable geographical representation; India contests from the Asia-Pacific Group.
    • Rotation: 5 non-permanent seats are elected every year. A retiring member cannot be immediately re-elected.

    Significance of Palestine’s Support for India

    • Palestine supports India’s 2028-29 candidature and has also expressed support for India having a permanent UNSC seat.
    • It views India’s economic and political weight as important for advancing Palestinian interests.
    • Palestine expects India to use its relations with Israel to facilitate the peace process.
    • The endorsement strengthens India’s image as a country capable of engaging both sides of the Israel-Palestine conflict.

    India’s Development Assistance to Palestine

    • West Bank: India is finalising an India-funded hospital.
    • Vocational training: Support for a vocational training centre.
    • Gaza: Discussions on artificial limbs for amputees.
    • Medical equipment: Talks on supplying dialysis machines and other equipment, potentially through Jordan.

    India’s Position on Palestine

    • India has consistently supported:
      • A negotiated two-state solution.
      • An independent Palestine coexisting peacefully with Israel.
      • Development and humanitarian assistance to the Palestinian people.
    • The recent visit to Ramallah marked India’s first high-level visit to the affected region since the October 2023 conflict.

    India’s De-hyphenated Israel-Palestine Policy

    India follows a de-hyphenated approach, treating relations with Israel and Palestine independently.

    • Full diplomatic relations with Israel were established in 1992.
    • India has deepened strategic cooperation with Israel while continuing to support Palestinian statehood.
    • India has continued supporting Palestinian-related resolutions at the UN.
    • This balancing gives India diplomatic credibility and leverage with both sides.

    “[2009] The Security Council of UN consists of 5 permanent members, and the remaining 10 members are elected by the General Assembly for a term of

    (a) 1 year

    (b) 2 years

    (c) 3 years

    (d) 5 years

  • Steel mills face margin squeeze as global coking coal prices rise

    Why in the News

    Premium hard coking coal has averaged $236 per metric ton freight on board Australia in the first seven months of 2026, a jump of 25 percent over last year. Indian steelmakers import 95 percent of their coking coal and face competition from cheap Chinese steel at the selling end, so the input shock cannot be passed on to buyers.

    What is coking coal and why does it decide steelmaking costs?

    1. Definition: Coking coal is a low ash, low sulphur coal that is baked into coke, the carbon source that both fuels the blast furnace and chemically strips oxygen from iron ore. It is not interchangeable with the thermal coal used in power stations.
    2. Share of cost: Coking coal accounts for nearly 40 percent of steel production costs, which makes its price the single largest swing factor in a mill’s margin.
    3. Import dependence: India meets 95 percent of its coking coal needs through imports, with at least half shipped from Australia.
    4. Cost transmission: For blast furnace based steelmakers, every $10 a ton increase in coking coal prices adds approximately $7 to $9 per metric ton to steelmaking costs.

    What does freight on board (FOB) Australia mean?

    1. Price basis: Freight on board (FOB) is the price of the cargo at the loading port, before ocean freight and insurance are added. The $236 per metric ton benchmark is therefore the Australian port price, not the delivered Indian cost.

    Why have global coking coal prices risen this year?

    1. Australian supply disruptions: Output interruptions at Australian mines removed tonnage from a market where India sources at least half its requirement.
    2. Slower ramp up at new mines: New Australian capacity has come on stream more slowly than expected, so the supply gap was not filled.
    3. Middle East conflict: The conflict in the Middle East provided price support across the seaborne coal complex.
    4. Shanxi accident: A large accident at a coal mine in Shanxi, China removed further tonnage from the market in the most recent phase of the price rise.
    5. Benchmark movement: Premium hard coking coal averaged $236 per metric ton FOB Australia over the first seven months of 2026, 25 percent above the previous year, on the metallurgical coal and coke market assessment of the consultancy CRU.
    6. Outlook for the rest of the year: Costs are likely to remain high in the second half of 2026, partly due to the loss of supply following the Shanxi coal mine disaster, on the assessment of BMI, a unit of Fitch Solutions.

    How does the price rise transmit into Indian mills’ balance sheets?

    1. Direct cost pass through: Each $10 a ton rise in coking coal adds $7 to $9 per metric ton to blast furnace steelmaking cost, on the estimate of an executive at a large steel mill.
    2. Volume exposure widens the hit: Coking coal imports are expected to rise by 2 million to 3 million tons in 2026-27, from 64 million tons a year earlier, on the estimate of the commodities consultancy BigMint, so the higher price applies to a larger tonnage.
    3. Freight adds on top of the cargo price: Trade flows have tightened with high demand from India and higher diesel, freight and insurance costs, on the assessment of Moody’s Ratings, raising the delivered cost above the FOB benchmark.
    4. Margin compression is already reported: Executives at three leading steelmakers report squeezed margins with little headroom to raise steel prices.

    Why can Indian mills not pass the cost on to buyers?

    1. Cheap Chinese steel sets the ceiling: Competition from cheap Chinese steel leaves little headroom to raise domestic steel prices even as input costs rise.
    2. Tariffs have not stopped the inflow: Shipments from China have increased despite import tariffs on some grades, so the trade remedy has not restored pricing power.
    3. Demand is strong but price inelastic: Domestic demand is buoyant on the back of infrastructure spending and strong economic growth, and that demand is being served at prices anchored by imports.
    4. Cost push and price ceiling combine: The squeeze operates from both ends at once, on the input side by coking coal and on the output side by import competition.

    What does the squeeze mean for India’s steel capacity expansion?

    1. Capital expenditure at risk: Squeezed margins could impede investment and delay capacity expansion at a time when Indian steelmakers are stepping up spending.
    2. Demand case remains intact: The expansion plans are driven by infrastructure led domestic demand and strong economic growth, so a delay is a supply side failure rather than a demand failure.
    3. Import bill widens: Rising coking coal import volumes alongside rising prices widen the trade exposure of a sector already dependent on a single dominant supplier.

    What do the source geographies of India’s coking coal reveal about its exposure?

    1. Australia, the anchor supplier: Australia ships at least half of India’s coking coal and is expected to continue doing so, which makes an Australian supply interruption an Indian cost event.
    2. China, both a supply and a competition risk: The Shanxi mine accident tightened coking coal supply, and rising Chinese steel shipments simultaneously cap Indian mills’ selling prices.
    3. Russia, a discount that has faded: Russian coal accounted for 24 percent of India’s coking coal imports in recent years, and the discounts on it have diminished over the past two years.
    4. Mozambique and the United States, the diversification margin: Imports from Russia, Mozambique and the United States are all set to rise as India spreads its sourcing.
    5. The Middle East, a freight channel rather than a supply channel: The United States and Iran war raises diesel, freight and insurance costs on seaborne routes rather than removing coal tonnage.

    Challenges to India’s coking coal supply security

    1. Extreme import concentration: A 95 percent import share with at least half from one country leaves no domestic buffer against a single supplier’s disruption. e.g. Australian supply disruptions in 2026 alone lifted the premium hard coking coal benchmark to an average of $236 per metric ton.
    2. Domestic coking coal is largely unusable raw: Indian coking coal carries high ash content and needs washing and blending with imported low ash coal before it can enter a blast furnace. e.g. the Jharia coalfield in Jharkhand holds India’s only significant prime coking coal deposits and still cannot substitute imports without beneficiation.
    3. No pricing power at the selling end: Import competition caps steel prices, so cost shocks are absorbed in the margin rather than recovered from the customer. e.g. Chinese shipments into India rose in 2026 despite import tariffs on some grades.
    4. Freight and insurance are a second, uncorrelated shock: Shipping cost spikes hit the delivered price even when the cargo price is stable. e.g. the United States and Iran war raised diesel, freight and insurance costs on the routes carrying Indian bound coal.
    5. Capacity expansion is the first casualty: Compressed margins delay the capital expenditure cycle rather than current output, so the damage appears years later. e.g. Indian mills stepping up spending to serve infrastructure driven demand now face investment decisions taken under a squeezed margin.
    6. The scrap based alternative route is supply constrained: Electric arc and induction furnace steelmaking avoids coking coal but depends on scrap that India does not generate in sufficient volume. e.g. India continues to import ferrous scrap despite the Steel Scrap Recycling Policy, 2019.

    Conclusion

    India’s steel sector faces a cost shock it cannot pass on, because a 95 percent import dependence on coking coal sits alongside a domestic price ceiling set by cheap Chinese steel. Coking coal is set to remain expensive through the second half of 2026 following the Shanxi supply loss, and import volumes are projected to rise by 2 million to 3 million tons in 2026-27. The immediate risk is not to current production but to the capacity expansion India needs to meet infrastructure led demand. Reducing the exposure requires domestic beneficiation capacity and a wider supplier base, neither of which can be built within a single price cycle.

    Steel Sector in India

    1. Global standing: India is the world’s largest crude steel producer after China and the world’s largest producer of direct reduced iron, also called sponge iron.
    2. Two production routes: The blast furnace and basic oxygen furnace route depends on coking coal and iron ore, and the electric arc furnace, induction furnace and direct reduced iron route depends on scrap, natural gas or non coking coal.
    3. Policy target: The National Steel Policy, 2017 targets 300 million tonnes of crude steel capacity and per capita finished steel consumption of 158 kg by 2030-31.
    4. Structural dependence: India holds large thermal coal reserves but very limited prime coking coal, so the raw material constraint is qualitative rather than quantitative.
    5. Trade position: India moved to being a net importer of finished steel in recent years, which is why import competition now shapes domestic pricing.

    Government Initiatives for the Steel Sector

    1. Production Linked Incentive Scheme for Specialty Steel: Approved in 2021 to incentivise domestic manufacture of value added grades such as coated steel, high strength steel and electrical steel that India otherwise imports.
    2. Mission Purvodaya: Launched in 2020 to build an integrated steel hub in eastern India, drawing on the iron ore and coal belt of Odisha, Jharkhand, West Bengal, Chhattisgarh and Andhra Pradesh.
    3. Steel Scrap Recycling Policy, 2019: Sets up a framework of registered scrapping centres to raise domestic scrap availability and reduce reliance on imported scrap and on coking coal based production.
    4. Domestically Manufactured Iron and Steel Products Policy: Provides preference to domestically manufactured iron and steel in government procurement, to anchor demand for local mills.
    5. Steel Import Monitoring System: Requires advance registration of steel imports so that the government has near real time visibility of import volumes, grades and prices.
    6. Mission Coking Coal: A Ministry of Coal initiative to raise domestic raw coking coal production and washing capacity so that the import share falls over time.
    7. Green Steel Taxonomy: Notified in 2024 to define and star rate low emission steel, creating a domestic standard ahead of carbon border measures in export markets.

    Key Facts about Coking Coal and Indian Steel

    1. Jharia coalfield: Located in Jharkhand, it holds India’s only significant reserves of prime coking coal and has been affected by long running underground mine fires.
    2. Ash content problem: Indian coking coal typically carries ash levels well above the imported grades, which is why it must be washed and blended rather than used directly.
    3. Coke, not coal, enters the furnace: Coking coal is converted to metallurgical coke in coke ovens before charging into the blast furnace.
    4. Administering ministry: The steel sector is administered by the Ministry of Steel and coal by the Ministry of Coal, which is why coking coal policy sits across two ministries.
    5. Non coking coal use: The sponge iron route uses non coking coal, which India produces domestically in large volumes, and is the reason India leads the world in direct reduced iron.

    “[2020, GS1, 15 marks] Account for the present location of iron and steel industries away from the source of raw material, by giving examples.”

  • China lands a rocket first stage for the first time with Zhuque-3

    Why in the News

    China has recovered the first stage of a rocket on land for the first time, using the reusable rocket Zhuque-3, which was launched on Wednesday morning. It is the country’s second rocket stage recovery overall, after a sea platform recovery in July, and the first to use deployable landing legs. State media described the result as a major breakthrough in the country’s reusable rocket technology.

    What is a reusable rocket?

    1. About: A reusable rocket is a launch vehicle whose stages are recovered intact after flight and flown again, instead of being discarded once the payload is delivered.
    2. Why it lowers cost: The first stage carries most of the engines and structure, so recovering it avoids rebuilding the most expensive part of the vehicle for every launch.
    3. How recovery works: The stage separates after boost, reorients, uses engine burns to slow its descent and lands vertically on a pad or on a sea platform.
    4. What landing legs add: Deployable landing legs stabilise the stage at touchdown on ground, which is why their first use is treated as a distinct technical milestone.

    What did the Zhuque-3 flight achieve?

    1. Launch and recovery: Zhuque-3 was launched on Wednesday morning and its first stage was recovered afterward.
    2. First on land: This marks China’s first successful recovery of a rocket first stage on land.
    3. Second overall: It is the second time the country has recovered a rocket stage, following a successful recovery on a sea platform in July.
    4. New hardware: The recovery marked China’s first use of deployable landing legs.
    5. Official assessment: The state news agency deemed the result a major breakthrough in the country’s reusable rocket technology.

    How does this compare with earlier recoveries?

    1. China’s July recovery: On 10 July, the first stage of a Long March-10B rocket separated from the second stage after lift off and returned to a platform at sea.
    2. The difference land makes: A sea platform recovery avoids overflight of populated areas, while a land recovery removes the need for a recovery vessel and shortens the turnaround.
    3. United States, SpaceX: SpaceX has been recovering rockets since 2015 and has driven down launch costs by reusing hardware that would otherwise be discarded after carrying satellites and other payloads toward space.
    4. United States, Blue Origin: Blue Origin has likewise been recovering boosters since 2015, establishing vertical landing as a repeatable rather than experimental technique.
    5. What the comparison shows: China is closing a capability gap that has stood for a decade, and the operator here is a private launch company rather than the state programme.

    Why does reusability decide launch economics?

    1. Cost per launch: Reuse spreads the cost of building a stage across several flights, which is the single largest lever on the price of access to orbit.
    2. Launch cadence: Recovery shortens the interval between flights, which matters for deploying large satellite constellations.
    3. The payload penalty: Propellant reserved for the landing burn and the mass of legs and grid fins reduce the payload the same vehicle can carry.
    4. The break even condition: Reuse pays only when the same stage flies many times, so refurbishment cost and inspection time determine whether the saving is real.
    5. Strategic consequence: Cheaper and more frequent launch capacity translates directly into faster deployment of communication, navigation and remote sensing assets.

    Conclusion

    Zhuque-3’s flight gives China its first land recovery of a rocket first stage and its second stage recovery in six weeks, after the Long March-10B sea platform recovery of 10 July. The flight also carried the country’s first use of deployable landing legs, which is the hardware element that makes routine ground landings possible. The state news agency has called it a major breakthrough in reusable rocket technology. The next measure of the achievement is whether the recovered stage is refurbished and reflown, since recovery without reflight does not deliver the cost saving that reusability exists to produce.

    “[2016] What is ‘Greased Lightning-10 (GL-10)’, recently in the news?

    (a) Electric plane tested by NASA

    (b) Solar-powered two-seater aircraft designed by Japan

    (c) Space observatory launched by China

    (d) Reusable rocket designed by ISRO

  • From scientific research to geopolitics: Why India needs a clear ‘Arctic narrative’

    Why in the News

    A report of the Parliamentary Standing Committee on External Affairs, titled “India’s Role and Presence in the Arctic and Antarctic Regions”, asks what India’s narrative on the Arctic actually is. The tension it exposes is that India holds a 1920 treaty entitlement, a permanent research station and a national Arctic Policy, yet funds Arctic activity at a level that contradicts every one of those claims.

    What is the Svalbard Treaty of 1920 and what does it give India?

    1. The instrument: The Svalbard Treaty of 1920 recognises Norwegian sovereignty over the Svalbard archipelago while granting all signatory states equal rights of access and economic activity there.
    2. India’s standing: India, then part of the British Dominion, was among the original 14 signatories of the Treaty.
    3. The practical entitlement: The Treaty entitles an Indian to visit Svalbard, an archipelago located between mainland Norway and the North Pole, without a visa and to engage in commercial ventures.
    4. What India built on it: India remains one of only two developing countries with a permanent scientific presence in the region, through the Himadri research station at Ny-Alesund in Svalbard.

    What is India’s Arctic Policy of 2022?

    1. The framework: India notified an Arctic Policy in 2022, setting out its objectives across science, climate and environmental protection, economic and human development, transportation and connectivity, governance and international cooperation, and capacity building.
    2. The gap it left: The Policy provided the framework but India still lacks a dedicated senior official responsible for Arctic affairs.

    What is the Arctic and Indian monsoon teleconnection?

    1. The mechanism: Rapid Arctic warming and declining sea ice alter atmospheric circulation patterns, and those altered patterns influence monsoon behaviour across South Asia.
    2. What it affects: The chain runs from Arctic ice loss to rainfall patterns, agricultural productivity, food security and economic growth in India.

    Why does the Arctic matter to India’s climate security?

    1. Monsoon dependence is structural: India’s dependence on the monsoon remains profound, with nearly 70 percent of India’s annual rainfall coming from the southwest monsoon.
    2. The economic base at risk: Agriculture still accounts for roughly 18 percent of India’s gross domestic product and supports more than half of its population.
    3. The scientific link is now established: Scientific studies increasingly point to an Arctic and Indian monsoon teleconnection, so Arctic ice loss is a direct input into Indian rainfall variability.
    4. Sea-level rise is the second pillar: The Arctic is a major contributor to global sea-level rise, and on current trends entire low-lying island states such as the Maldives face existential threats.
    5. The regional exposure: Large parts of Bangladesh and significant stretches of India’s coastline could experience recurrent flooding and displacement, with more than 250 million people in vulnerable coastal regions of South Asia affected by mid-century.
    6. The security consequence: Large-scale climate-induced migration from neighbouring regions would create humanitarian, social and security challenges of an unprecedented order, which moves the Arctic out of the environmental file and into the security file.

    Why has the Arctic become a geopolitical arena rather than only a scientific one?

    1. India’s partners are Arctic states: Two of India’s closest strategic partners, the United States and Russia, are Arctic nations, so Arctic policy is inseparable from India’s core bilateral relationships.
    2. The adversary is already inside: China, described as India’s principal long-term adversary, has invested heavily in Arctic infrastructure, research and shipping despite being an extra-regional state.
    3. The convergence of stakes: The Arctic is emerging as a battleground for major powers, with maritime access, energy security and critical mineral supply chains intersecting in the same space.
    4. India’s existing goodwill: India maintains friendly relations with other Arctic nations, evident in the recent India-Nordic Summit.
    5. The unanswered question: The open issue is whether India is prepared to engage at a scale commensurate with the interests it has declared.

    What does China’s polar build-up show about the scale India is not matching?

    1. China, acquisition then indigenisation: China acquired a second-hand icebreaker from Ukraine and then developed indigenous icebreaker building capability from it.
    2. China, current fleet: China today operates several polar-capable vessels, giving it access to the wider Arctic Ocean that India lacks.
    3. China, the next tier: China is the second country after Russia to be building a nuclear icebreaker, which is the class of asset that permits sustained independent high-latitude operations.
    4. China, non-vessel presence: China has invested heavily in Arctic infrastructure, research and shipping despite having no Arctic coastline of its own.
    5. Russia and the United States, incumbency: Both are Arctic littoral states and therefore hold rights in the region by geography rather than by treaty accession, which is the position India can never occupy.

    What structural gaps does the Committee identify in India’s Arctic engagement?

    1. Fragmented ownership: Responsibility for Arctic affairs is fragmented across multiple divisions of the Ministry of External Affairs, with Arctic states and Arctic Council matters handled by four different territorial and functional divisions.
    2. No single point of accountability: The fragmentation makes a coherent whole-of-government Arctic engagement difficult, and India still lacks a dedicated senior official responsible for Arctic affairs despite having had an Arctic Policy since 2022.
    3. No ice-class vessel: Without an ice-class research vessel, India’s scientific footprint in the Arctic remains largely confined to Svalbard.
    4. Dependence on others for access: Access to the wider Arctic Ocean depends on collaboration with foreign partners and on the availability of chartered vessels.
    5. The vessel that never arrived: An indigenous Polar Research Vessel (PRV), a dedicated ice-capable ship required for meaningful pan-Arctic research, was sanctioned in 2014 and is expected to be delivered only towards the end of this decade.

    Why does the funding figure undercut the stated policy?

    1. The headline number: India spent just Rs 17.53 crore on Arctic activities in 2024-25.
    2. The internal comparison: That is less than one-tenth of India’s expenditure on Antarctica, despite the Arctic carrying the monsoon and sea-level linkages.
    3. The external comparison: It is less than the cost of building a single kilometre of a flyover.
    4. The exposure it is set against: The same region affects sea-level rise along India’s 11,098 km coastline and is simultaneously a climate and a geopolitical hotspot.
    5. The contradiction stated: If the Arctic warrants a national policy, a dedicated parliamentary study and repeated diplomatic engagement with Arctic states, the budgetary commitment suggests the opposite conclusion.

    Conclusion

    India’s Arctic problem is not an absence of standing but an absence of capability matched to that standing. A 1920 treaty entitlement, a permanent station at Ny-Alesund and a 2022 Arctic Policy establish the claim, while four scattered ministry divisions, no dedicated official, no ice-class vessel and Rs 17.53 crore a year establish the limit. The Parliamentary panel has identified the gaps, and the outstanding task is the conversion of policy into capability.

    “[2018, GS1, 10 marks] Why is India taking keen interest in resources of Arctic Region?”

  • An institution in freefall: Parliament is all dressed up with nowhere to go

    Why in the News

    The recently concluded session of Parliament ended in sustained disruption rather than debate, with sitting time, public money and scrutiny all lost. The deadlock has exposed a single conflict: disruption is now the Opposition’s only means of being heard, and it is also what is emptying the institution of purpose.

    Which parliamentary instruments does disruption trade away, and what replaces them?

    1. Question Hour: The first hour of a sitting is set aside for members to question ministers on the working of their departments. Supplementary questions asked on the floor are the point of pressure, since the minister cannot prepare for them in advance.
    2. Zero Hour: The period immediately after Question Hour allows a member to raise a constituency or local matter without prior notice. It is an Indian innovation and finds no mention in the Rules of Procedure and Conduct of Business in Lok Sabha.
    3. Rule 377: Rule 377 lets a member place on record a matter of public importance that no other procedural device covers. The member reads a short submission, no discussion follows, and the concerned ministry responds separately.
    4. Debate on a bill: Members place their views on a bill on record before the House votes on it. A bill passed amid noise goes through without that record ever being created.
    5. Calling attention motion: Under Rule 197 a member draws a minister’s attention to a matter of urgent public importance, and the minister must make a statement in reply. It is a one member device and needs no supporting members.
    6. Adjournment motion: Under Rule 56 a member seeks to set aside the entire day’s listed business to discuss a definite matter of urgent public importance. Fifty members must rise when the Chair reads the notice, and the motion ends in a vote.
    7. Short duration discussion: Under Rule 193 a member with two supporters seeks a discussion on an urgent matter of public importance, running to no more than two and a half hours. It concludes without a vote.
    8. No confidence motion: Under Rule 198 a member of the Lok Sabha moves against the entire Council of Ministers, and fifty members must rise for leave to be granted. It states no reasons and is decided by a simple majority of members present and voting.
    9. Rule 373 and Rule 374: Under Rule 373 the Speaker directs a grossly disorderly member to withdraw for the remainder of the day’s sitting. Under Rule 374 the Speaker names a member who persistently obstructs business, and the House then votes on suspension.
    10. Rule 374A: Inserted in 2001, it suspends a member automatically for five consecutive sittings or the remainder of the session, whichever is less, for entering the well or persisting in disorder after a warning. No motion is moved and no vote is taken.

    Why has the working relationship between government and Opposition broken down?

    1. Courtesy across the benches: Atal Bihari Vajpayee recounted the courtesy shown to him by the first Prime Minister, Jawaharlal Nehru, when he sat as a young Opposition backbencher. That civility operated independently of political disagreement.
    2. Care extended to a political rival: Prime Minister Rajiv Gandhi arranged for the same Opposition member to receive medical treatment in the United States.
    3. An Opposition member sent to represent India: Prime Minister P V Narasimha Rao despatched that Opposition member to Geneva to represent India at a critical United Nations (UN) summit on Kashmir.
    4. Mutual demonisation: Each side now claims sole possession of virtue and writes the other off as beyond redemption. Dissent is branded anti national by the ruling side.
    5. The Opposition’s self image: The Opposition presents itself as an outnumbered force fighting a ruthless and better resourced establishment, using the Mahabharata’s image of the Pandavas ranged against the Kauravas.
    6. The presumption of good faith: Democratic functioning rests on the belief that a rival cares about national welfare even where it disagrees profoundly on method. Treating adversaries as existential enemies removes the common ground that governance requires.

    Is disruption the Opposition’s last instrument of accountability or the thing destroying Parliament?

    1. Disruption as the only remaining lever: An Opposition refused a hearing on the issues it names has no procedural route left, so it withholds the House’s ability to function at all. The tactic is defended as the enforcement of executive accountability.
    2. The same tactic as the injury: Every sitting lost to organised shouting removes the scrutiny the Opposition claims to be defending. The instrument and the damage are the same act.
    3. The case argued from the Opposition benches: The charge that disruption is hollowing out Parliament is pressed by a fourth term Opposition member of the Lok Sabha, not from the treasury benches. It places the Opposition’s own tactic under scrutiny by someone who depends on it.
    4. Reciprocal hypocrisy: Leaders who championed parliamentary obstruction as a vital accountability tool in Opposition treated it as an unpardonable sin once in office. The Opposition, having suffered those tactics for years, rejects the argument now made against them.
    5. The operating code: The reciprocity of the traditional golden rule has been replaced by a rule of retaliation, doing to the other side what was done to one’s own.
    6. A collective failure: The breakdown of democratic trust cannot be assigned to one side. Both have used the same instrument and both have condemned it from the opposite bench.

    Why does poor parliamentary performance carry no electoral cost?

    1. Re-election turns on other things: Members are elected and re-elected for reasons that have almost nothing to do with their performance in the House. Voters judge them on constituency services rendered and on raw local political strength.
    2. Debating skill has no electoral value: The ability to press a minister during Question Hour or to take apart a flawed bill does not convert into votes. That removes any incentive to acquire the skill.
    3. Talent has moved to the studio: The debating ability that would once have been displayed on the floor of the House is now displayed in television studios. The audience that rewards it is not in the chamber.
    4. Party whips direct the disruption: Members are corralled into the well of the House to disrupt proceedings through organised shouting rather than reasoned debate. The instruction comes from the party, not from the individual member.
    5. Parties reward aggression over excellence: By issuing that instruction, party leaderships signal that partisan aggression is valued far above parliamentary skill. The signal then shapes who rises within the party.

    What is lost when the politics of the street occupies the space of parliamentary politics?

    1. Two distinct political skills: Parties once valued mass mobilisation, the politics of the street, and debating prowess, the politics of Parliament, as separate competences. Leaders were assessed on both.
    2. One has displaced the other: The politics of the street has moved inside the chamber, leaving the politics of Parliament with no place to operate.
    3. Consequence for national consensus: Democratic discourse is impoverished and agreement across parties on any question of national progress becomes unattainable.
    4. Committees still function: Substantive work continues in parliamentary committees, which meet away from the media glare and without cameras. The absence of cameras removes the premium that disruptive grandstanding otherwise carries.
    5. What the public actually sees: The visible record is disruption, the absence of dialogue and a complete breakdown in communication. Disillusionment with the functioning of Parliament is rife across the country.

    How has the executive reduced Parliament’s place in the constitutional scheme?

    1. Contempt for the legislature: The government prefers to ride roughshod over the Opposition rather than engage it, and treats accommodation of even some of its demands as unnecessary.
    2. Attendance of the head of government: The first Prime Minister attended Parliament daily and treated it as the beating heart of Indian democracy. The current Prime Minister is rarely present in the House.
    3. From consultative chamber to noticeboard: Parliament’s function has shifted from deliberation to the announcement of decisions the executive has already taken.
    4. From scrutiny to legalisation: The House is used to give legal form to those decisions rather than to test them. That converts the vote into a formality.
    5. Custodians permitting the hollowing out: The institution is being emptied of purpose by the very people responsible for protecting it. The end point is a public that no longer misses it once it is rendered meaningless.

    Do other parliamentary democracies show that guaranteed Opposition time is workable?

    1. The comparative reference is general: The proposal of dedicated Opposition time is described only as successfully used elsewhere, with no country named and no design detail supplied. The comparative case therefore rests on the standing practice of other Westminster legislatures.
    2. United Kingdom, Opposition Days: Standing Order No. 14 of the House of Commons reserves twenty days in each session for Opposition business. Seventeen are at the disposal of the Leader of the Opposition and three at the disposal of the second largest Opposition party.
    3. Canada, allotted days: The House of Commons sets aside a fixed number of allotted days in each supply period on which an Opposition party chooses the subject of debate. A motion moved on such a day may be made votable.
    4. Australia, Matter of Public Importance: The House of Representatives sets aside time on sitting days for a Matter of Public Importance proposed in writing to the Speaker. The discussion is time limited and ends without a vote.
    5. The common design feature: In each case the time is fixed by standing order rather than negotiated session by session. The Opposition’s access does not depend on the government’s willingness in a given week.

    What would restore the balance between contestation and cooperation?

    1. Conviction during elections, cooperation after: Democratic functioning requires fierce ideological conviction at the time of an election and active cooperation once the ballots are cast.
    2. National interest above partisan rivalry: Where both sides concur that national interests outrank party rivalries, governance shifts from zero sum obstructionism to constructive collaboration.
    3. Not an abandonment of ideology: The approach requires no party to give up its ideology or its principles. Parties offer different routes to the same destination of national welfare, safety and prosperity.
    4. A fixed slot for the Opposition: Granting the Opposition one day a week, or two hours a day, to raise any issue it deems essential would let the rest of Parliament’s business proceed undisturbed.
    5. The missing ingredient is willingness: The compromise needs no constitutional amendment and no new institution. It needs a government prepared to imagine and concede the time.

    Conclusion

    Parliament’s decline is a failure of the presumption of good faith between government and Opposition, not a failure of procedure, and disruption has become both the Opposition’s only instrument and the agent of the institution’s hollowing out. The remedy identified is small and does not require a constitutional change. It requires guaranteed time in which the Opposition can be heard, and a government willing to concede it. Without that concession the House will continue to meet, pass bills and adjourn, and the deliberative function that gives it authority will not survive.

    Matching Previous Year Question

    “[2017] The Parliament of India exercises control over the functions of the Council of Ministers through 1. Adjournment motion 2. Question hour 3. Supplementary questions Select the correct answer using the code given below: (a) 1 only (b) 2 and 3 only (c) 1 and 3 only (d) 1, 2 and 3 Answer: (d)”

    “[2020] Consider the following statements: 1. The President of India can summon a session of the Parliament at such place as he/she thinks fit. 2. The Constitution of India provides for three sessions of the Parliament in a year, but it is not mandatory to conduct all three sessions. 3. There is no minimum number of days of that the Parliament is required to meet in a year. Which of the statements given above is/are correct? (a) 1 only (b) 2 only (c) 1 and 3 only (d) 2 and 3 only Answer: (c)”

    “[2014] Consider the following statements regarding a No-Confidence Motion in India: 1. There is no mention of a No-Confidence Motion in the Constitution of India. 2. A motion of No-Confidence can be introduced in the Lok Sabha only. Which of the statements given above is/are correct? (a) 1 only (b) 2 only (c) Both 1 and 2 (d) Neither 1 nor 2 Answer: (c)”

    “[2021, GS2, 10 marks] To what extent, in your view, the Parliament is able to ensure accountability of the executive in India?”

    “[2019, GS2, 15 marks] Individual Parliamentarian’s role as the national lawmaker is on a decline, which in turn, has adversely impacted the quality of debates and their outcome. Discuss.”

    “[2024, GS2, 10 marks] “The growth of cabinet system has practically resulted in the marginalisation of the parliamentary supremacy.” Elucidate.”

    “[2013, GS2, 10 marks] The role of individual MPs (Members of Parliament) has diminished over the years and as a result healthy constructive debates on policy issues are not usually witnessed. How far can this be attributed to the anti-defection law, which was legislated but with a different intention?”

  • Conflict of Interest in the RDI Fund: When Proximity Is the Qualification

    Why in the News

    The Union Minister for Science and Technology has described the conflict of interest safeguards governing the Research, Development and Innovation Fund as fairly robust, and said more safeguards could be considered wherever feasible. The remarks follow a disclosure that most companies funded in the Fund’s first round had investment ties to members of the panel that selected them.

    What is the Research, Development and Innovation Fund and what does it finance?

    1. A public financing vehicle for frontier research: The Research, Development and Innovation (RDI) Fund was set up by the government last year to give low cost, long tenure loans to private companies doing cutting edge research.
    2. Priority areas named at launch: Eligible fields include quantum computing, robotics, space, biotechnology, clean energy and climate action.
    3. Corpus and horizon: The Fund is to carry a corpus of Rs 1 lakh crore built over six years.
    4. Instruments used: Money moves out as low interest loans, as equity, or as contributions to a fund of funds, not as a research grant.

    Why is the Fund built as a repayable capital instrument rather than a research grant?

    1. A revolving fund, not a one time outlay: The RDI Special Financial Rules provide for recycling of capital and its return to the Consolidated Fund of India. That makes it a revolving innovation fund rather than a spending line exhausted once disbursed.
    2. Co-financing ceiling: A selected company can draw a maximum of 50 percent of its project cost from the Fund. The remainder comes from the promoter and private investors, giving both a stake in the outcome.
    3. Risk reduced by portfolio and stage selection: Companies are chosen after their core technology risk has been overcome. The portfolio approach spreads residual risk across ventures rather than concentrating it in one bet.
    4. A shift in the state’s role: Public support moves away from the traditional grant model for research. The government now sets the strategic direction of technological progress and mobilises industry expertise and private capital alongside its own money.
    5. The bottleneck it targets: Government financing of high technology firms has been held back by cumbersome processes and by gaps in technical knowledge inside the bureaucracy.

    What conflict of interest architecture did the Fund already carry?

    1. Committee composition is mandated, not incidental: The scheme requires the Expert Advisory Committee to be composed of eminent industry leaders drawn from industry, investment or technology research and development sectors.
    2. Mandatory recusal: A committee member holding a stake in an applicant must declare that interest and step out of the evaluation of that applicant.
    3. Supermajority voting: The choice of an investee company requires a supermajority of the committee rather than a simple majority.
    4. Recommendation separated from decision: The Investment Committee is a recommending body only. Final accountability for a funding decision rests with the Technology Development Board.
    5. Guidelines framed in anticipation: These pre-investment rules were written in the expectation that connections between industry experts and applicants would be unavoidable.

    What did the first round of disbursement expose about that architecture?

    1. First round approvals: Loans worth Rs 2,192 crore were approved for 22 companies in the first round of funding.
    2. Extent of the overlap: Fifteen of those 22 companies had investment ties to seven members of the selection panel.
    3. The stated procedure was followed: The members concerned declared their interest and recused themselves in each such case, as the guidelines require.
    4. A different pattern in the second round: Only one of the 13 companies selected in the second round has any link to a member of the selection committee. That selection has been finalised and has not been disclosed.
    5. The question the overlap raised: A safeguard that operated correctly in every individual case still left most of the first round money going to companies connected to the panel.

    Is proximity between evaluators and investees a defect or a necessary input?

    1. Proximity as an information input: Not all proximity is conflicting where it improves the quality of the decision. Deep technology investment needs judgement that combines technological maturity with commercial viability.
    2. Who else could supply that judgement: Neither government officials nor academic and scientific evaluators alone can assess whether a frontier technology is ready to be sold.
    3. The connections are the qualification: The members are industry veterans who built and engaged deeply with India’s technology ecosystem. Their investee links are the same links that let them bridge the information gap in screening.
    4. The linkage data read the other way: At least 10 of the 15 startups publicly named have institutional or founder linkages to publicly funded premier technology institutions such as the Indian Institutes of Technology (IITs). Most had already raised external funding, which signals an independent assessment of their technical merit.
    5. The wrong yardstick: The Fund is a public capital deployment mechanism, not a public expenditure scheme. Judging it by the procedural propriety standards written for conventional bureaucratic spending misreads what it is, and outcomes plus the effectiveness of its governance architecture are the better test.
    6. The cost of over correction: Parliamentary and media scrutiny is essential for political accountability. Scrutiny that stifles the scheme damages an instrument on which India’s growth prospects rest.

    Why does India’s scale-up gap make the Fund’s design consequential?

    1. A decade of Startup India: Startup registrations have burgeoned since the programme began, and the entrepreneurial ecosystem has come a long way with them.
    2. The gap that remains: India has not produced many high impact global scale-ups, particularly in technology intensive sectors.
    3. What the Fund is aimed at: The RDI Fund is targeted at closing that gap in frontier sectors, not at early stage startup formation.
    4. Public money as a catalyst: Sectoral commitments by the government pull private investment into technology areas where mission mode initiatives already exist.
    5. The strategic stake: Capability in frontier technology bears directly on technological sovereignty and strategic autonomy.

    What is the government now changing in the Fund’s framework?

    1. The stated position on safeguards: The existing safeguards against conflict of interest in disbursement are held to be fairly robust, with more safeguards to be considered wherever feasible.
    2. A full procedural review: Every procedural safeguard in use against a conflict of interest situation was reviewed at the monthly meeting of secretaries of scientific departments.
    3. Due diligence held as non negotiable: Due diligence and verification processes must remain uncompromised, and suggestions from stakeholders are invited.
    4. Wider sectoral eligibility: Companies from many more sectors have been made eligible for loans, following a recommendation by an expert committee.
    5. Ministries asked to nominate areas: Inter-ministerial consultations have taken place, and every ministry has been asked to suggest areas of national importance where private research could be supported.
    6. Learning carried into later rounds: The experience of the first round is expected to make subsequent rounds function more smoothly and more efficiently.
    7. The balance the government names: Private sector participation inside a public funding framework is treated as a new experience that requires a balance between speed, responsibility and stakeholder confidence.

    Challenges to the Research, Development and Innovation Fund

    1. Concentration of capital in already backed firms: Selecting ventures whose technology risk is retired favours firms with prior institutional and investor backing over first time deep technology founders. e.g. under the Production Linked Incentive scheme for large scale electronics manufacturing, most approved incentive has flowed to a small group of mobile phone assemblers.
    2. Repayment mismatch in long gestation science: Loan repayment schedules sit poorly with fields where commercial revenue arrives a decade or more after the first working prototype. e.g. quantum computing, a stated priority area, has no volume hardware market anywhere in the world.
    3. No statutory conflict of interest code for non official members: The safeguards rest on scheme guidelines rather than on a binding statute, so a lapse carries no legal consequence. e.g. the 2024 controversy over the Securities and Exchange Board of India chairperson’s disclosed holdings ended in fresh internal disclosure norms and no statutory remedy.
    4. Thin domestic risk capital for follow on rounds: A public loan cannot substitute for the later stage private rounds a hardware venture needs to reach scale. e.g. Indian fabless semiconductor design ventures raise most of their growth capital from overseas funds.
    5. Eligibility drift diluting the frontier focus: Widening the eligible sector list risks turning a frontier technology instrument into a general industrial credit line. e.g. startup recognition under the Department for Promotion of Industry and Internal Trade expanded to cover trading and service ventures far removed from technology development.
    6. Propriety scrutiny slowing deployment: A financing vehicle under continuous propriety examination becomes defensive and slow, defeating the speed it was built for. e.g. the National Investment and Infrastructure Fund, announced in 2015, took several years to move from announcement to meaningful deployment.

    Conclusion

    The RDI Fund was designed to bring investor judgement into a public financing decision. The conflict of interest it now faces is the direct cost of that design choice. Recusal and voting thresholds manage the appearance of the problem without removing the overlap between those competent to evaluate deep technology and those already invested in it. What remains unsettled is whether a capital deployment vehicle will be judged on the technologies and returns it produces or on the procedural standards written for ordinary government spending.

    Matching Previous Year Question

    [2018, GS4, 10 marks] What is meant by conflict of interest? Illustrate with examples, the difference between the actual and potential conflicts of interest.

    [2014, GS3, 12.5 marks] Scientific research in Indian universities is declining, because a career in science is not as attractive as our business operations, engineering or administration, and the universities are becoming consume

  • Teen ChatGPT: Safety Moves to Age Verification

    Why in the News

    OpenAI is rolling out a separate version of ChatGPT for teenagers, with tighter restrictions on conversations about self harm, suicide, eating disorders and sexual content. The move follows cases in which teenagers who died by suicide had interacted extensively with chatbots beforehand, and it arrives while a United States Federal Trade Commission (FTC) inquiry into seven AI companies is under way. The safeguard depends on estimating a user’s age and on parents choosing to switch controls on, which are the two weakest links in the chain.

    What is ChatGPT for Teens?

    1. About: It is a more restricted version of ChatGPT into which OpenAI places users it identifies as being under 18.
    2. Content limits: The teen version avoids romantic or sexual conversations and places stronger limits around self harm related content.
    3. Anti anthropomorphism rule: The chatbot is discouraged from presenting itself as conscious or as emotionally attached to the user.
    4. Parental layer: Parents can link their accounts, set usage restrictions and receive alerts in certain situations.

    How does OpenAI decide who is a teenager?

    1. Signal based estimation: OpenAI uses a combination of signals to estimate whether a user could be under 18.
    2. The three signals named: How an account is used, the subjects discussed in it, and how long the account has existed.
    3. Override of stated age: ChatGPT can automatically place an account under the teen safeguards even if a different age was entered at signing up.
    4. The admitted limit: Age detection systems are not foolproof, and several parental controls depend on families opting in.
    5. What that makes the product: The teen version is an attempt to reduce some of the risks emerging around AI companionship rather than a complete fix for them.

    Why do AI chatbots pose a different risk from social media?

    1. Designed agreeability: AI chatbots are programmed to be agreeable companions that validate users’ feelings, which is not how conventional social media platforms operate.
    2. The harm pathway: Unchecked validation can intensify suicidal behaviour and self mutilation among vulnerable children confiding their deepest fears.
    3. Neurological vulnerability: Children’s developing brains make them particularly vulnerable to AI systems that create dopamine responses.
    4. The combination that matters: The technology is highly responsive, anthropomorphic and adept at mimicking empathy, and for adolescents still developing judgement and a sense of self, that combination proves pernicious.
    5. Everyday embedding: For a generation of digital natives, AI is already a sounding board for curiosity and a companion shaping how they learn, communicate and seek reassurance.

    What do the litigation and the studies show?

    1. The Adam Raine suit: The parents of 16 year old Adam Raine sued OpenAI last year, alleging that ChatGPT had validated his suicidal thoughts and discussed methods of self harm before his death in April 2025.
    2. OpenAI’s own admission: The company acknowledged that some of its safety protections could become less reliable over the course of long conversations.
    3. The Character.AI settlement: Character.AI and Google agreed this year to settle a lawsuit filed by the mother of a 14 year old who died by suicide in 2024 after extensively interacting with a Character.AI chatbot, with the mother alleging he had developed an intense emotional attachment to the bot.
    4. The 2025 United States study: It found that ChatGPT provided dangerous responses to teens discussing self harm, substance abuse and eating disorders, including drafting suicide letters.
    5. A second study: It found chatbots suggesting violence, self harm and substance use every five minutes during testing.

    What are regulators elsewhere doing?

    1. United States, Federal Trade Commission: The FTC, the country’s consumer protection and competition regulator, has opened an investigation into seven AI companies, including OpenAI, over the effects of their products on children.
    2. United States, the Meta trial: Meta is facing a trial on the ground that it deliberately designed Facebook and Instagram to exploit young users’ vulnerabilities and to make its platforms addictive.
    3. China: It has moved to restrict AI systems that encourage emotional dependence, targeting the companionship design itself rather than the content output.
    4. India: It relies on a patchwork of laws, regulations and platform led interventions rather than a dedicated instrument for AI and minors.
    5. What the set demonstrates: Two jurisdictions are acting through litigation and inquiry after the harm, one is acting on product design in advance, and India has neither route settled.

    Why is a safer chatbot not the same as a safe one?

    1. Age prediction is an estimate: The safeguard applies only once the system correctly guesses that the user is a minor, and children can misrepresent their age.
    2. Enforcement dependent restrictions: Content restrictions are only as effective as their enforcement, which is not independently observable from outside the company.
    3. Track record on earlier controls: OpenAI introduced parental controls last year, and critics quickly demonstrated that these could be easily bypassed.
    4. Reactive sequencing: The protections arrived only after sustained public and legal pressure, which is a reminder that children’s online safety cannot be left to Big Tech alone.
    5. The tension that remains: A company that profits from engagement is being asked to design against the very property, unconditional validation, that generates the engagement.

    Challenges to AI Safeguards for Minors

    1. Unverifiable age estimation: The safeguard triggers on inference rather than on verified identity. e.g. OpenAI relying on account usage patterns, discussed subjects and account age to guess whether a user is under 18.
    2. Opt in dependence: Protections that require a parent to activate them reach only supervised households. e.g. the parental controls introduced last year that critics demonstrated could be easily bypassed.
    3. Safety degradation over long sessions: Guardrails hold in short exchanges and weaken in the extended conversations minors actually have. e.g. OpenAI’s acknowledgement that some protections become less reliable over the course of long conversations.
    4. Cross platform substitution: A restriction on one service pushes the user to a less restricted one. e.g. Character.AI, whose chatbot featured in the 2024 death that Google and the company settled this year.
    5. Absence of independent testing: Only external researchers have surfaced the failure modes, and they have no standing access. e.g. the 2025 United States study that found ChatGPT drafting suicide letters for teens.
    6. Divergent national rules: A globally distributed product faces incompatible obligations across markets. e.g. China restricting emotionally dependent AI systems while India relies on a patchwork of laws and platform led interventions.
    7. No liability standard for conversational harm: Existing intermediary law was written for hosted content, not for generated responses. e.g. the Adam Raine suit, which turns on whether a chatbot’s own outputs contributed to a death.

    Conclusion

    The property that makes chatbots compelling for adolescents, unconditional and empathetic sounding validation, is the same property that turned them dangerous in the Raine and Character.AI cases. ChatGPT for Teens restricts content, discourages the bot from claiming emotional attachment and adds parental linkage, which is a welcome and overdue intervention. It nonetheless rests on age estimation that is admittedly not foolproof and on controls that families must opt into, after the previous generation of parental controls was shown to be bypassable. What remains missing is independent testing, transparency and external scrutiny, alongside digital literacy for the parents the safeguards assume will be watching.

    Child Online Safety and Artificial Intelligence Governance in India

    1. About: Child online safety covers the protection of minors from harmful content, exploitative design, data exploitation and psychological harm arising from digital products.
    2. The distinctive AI risk: Generative systems produce responses rather than host content, so harm arises from the model’s own output and not from a third party post an intermediary can be asked to take down.
    3. Companionship design: Systems built to maximise engagement through empathy simulation create attachment, which is why regulation is beginning to target design features rather than only content categories.
    4. India’s scale: India has one of the world’s largest populations of internet users under 18, with smartphone access typically arriving before any formal digital literacy instruction.
    5. Regulatory posture: India has no dedicated artificial intelligence statute, and obligations flow from the Information Technology Act, 2000, data protection law and platform self regulation.
    6. Institutional anchor: The National Commission for Protection of Child Rights is the statutory body that issues advisories and takes cognisance of child rights violations, including online ones.

    Laws and Rules Governing Children’s Online Safety in India

    1. Information Technology Act, 2000: The parent statute for electronic records, intermediary liability and cyber offences.
    2. Section 79: Grants intermediaries conditional safe harbour subject to due diligence, which is the hook for content obligations.
    3. Section 67B: Penalises the publication and transmission of material depicting children in sexually explicit acts.
    4. Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Rules, 2021: Impose due diligence, grievance redress and expeditious removal obligations on intermediaries and significant social media intermediaries.
    5. Digital Personal Data Protection Act, 2023: Defines a child as a person below 18 and requires verifiable parental consent before processing a child’s personal data.
    6. Design prohibition: Bars tracking, behavioural monitoring and targeted advertising directed at children.
    7. Protection of Children from Sexual Offences Act, 2012: Criminalises sexual offences against children, including the use of children for pornographic purposes.
    8. Juvenile Justice (Care and Protection of Children) Act, 2015: Provides the care, protection and rehabilitation framework for children in need of care.
    9. Commissions for Protection of Child Rights Act, 2005: Establishes the National and State Commissions for Protection of Child Rights with powers of inquiry into violations.
    10. Bharatiya Nyaya Sanhita, 2023: Carries the general criminal provisions on abetment of suicide and obscenity that apply where a digital product is alleged to have contributed to harm.

    Government Initiatives for Child Online Safety

    1. IndiaAI Mission: The national programme for compute, datasets, applications and a safe and trusted artificial intelligence pillar covering risk assessment and governance tools.
    2. Cyber Crime Prevention against Women and Children scheme: Funds State capacity for handling online offences against women and children, including forensic and training support.
    3. National Cyber Crime Reporting Portal: Provides a dedicated reporting channel for child sexual abuse material and other online offences.
    4. Information Security Education and Awareness programme: Runs cyber safety awareness for students, teachers and parents through the Ministry of Electronics and Information Technology.
    5. Indian Computer Emergency Response Team advisories: Issues public advisories on online safety practices and coordinates incident response.
    6. National Commission for Protection of Child Rights advisories: Issues directions to platforms on age assurance, harmful content and child data practices.
    7. Cyber Swachhta Kendra: Operates as the botnet cleaning and malware analysis centre supporting safer end user devices.

    Key Facts about Children and the Digital Environment

    1. The Digital Personal Data Protection Act, 2023 sets the threshold for a child at below 18 years, which is higher than the 13 year threshold under the United States Children’s Online Privacy Protection Act, 1998.
    2. The National Commission for Protection of Child Rights is a statutory body constituted under the Commissions for Protection of Child Rights Act, 2005.
    3. Safer Internet Day is observed on the second Tuesday of February.
    4. The European Union Artificial Intelligence Act, 2024 is the first comprehensive statute to classify artificial intelligence systems by risk tier and to ban specified manipulative practices.
    5. The Convention on the Rights of the Child, 1989, to which India is a party, requires protection of children from all forms of exploitation prejudicial to their welfare.
    6. General Comment No. 25 (2021) of the United Nations Committee on the Rights of the Child extends child rights obligations explicitly to the digital environment.

    Challenges in Regulating Artificial Intelligence Use by Children

    1. Verifiable parental consent at scale: The law demands verification without prescribing a workable method that does not itself collect more child data. e.g. the Digital Personal Data Protection Act, 2023 requiring verifiable parental consent for every under 18 user.
    2. Mismatched age thresholds: A global product faces a different definition of a child in each market. e.g. India setting the threshold at 18 while the United States Children’s Online Privacy Protection Act, 1998 sets it at 13.
    3. Attributing harm to a model output: Causation is contested when the alleged harm is a conversation. e.g. the Adam Raine suit and the Character.AI settlement, both of which turn on whether chatbot responses contributed to a death.
    4. Cross border enforcement: Models hosted and trained abroad serve domestic minors with no local establishment to proceed against. e.g. Indian users accessing chatbots operated entirely from other jurisdictions.
    5. Absence of a dedicated statute: Regulation runs on instruments written for hosted content and for data, not for generated responses. e.g. India relying on the Information Technology Act, 2000 and platform led interventions.
    6. Parental digital literacy gap: Controls assume a supervising adult who understands the product. e.g. first generation smartphone households where the child is the more capable user.
    7. Design based harm outside content rules: Engagement optimisation and empathy simulation are not content categories that a takedown regime can reach. e.g. China moving to restrict AI systems that encourage emotional dependence, a design level rather than content level intervention.

    Way Forward

    1. Independent safety testing: Require third party red team testing of chatbot behaviour with adolescent personas, with results published rather than held by the developer.
    2. Statutory age assurance standards: Prescribe a privacy preserving age assurance method so protection does not depend on a company’s own inference or on a child’s self declaration.
    3. Default on, not opt in: Make the safest configuration the default for accounts assessed as belonging to minors, so protection does not depend on a parent activating it.
    4. Duty of care by design: Place an explicit obligation on developers to design against engagement maximisation and emotional dependence for minors, following the design level approach rather than a content list.
    5. Crisis routing obligations: Mandate that any self harm, suicide or eating disorder cue in a minor’s conversation trigger an immediate handoff to a human helpline, with logged compliance.
    6. Transparency reporting: Require periodic public reporting of safety failure rates, bypass incidents and the duration effect on guardrail reliability in long conversations.
    7. Digital literacy and sensitisation: Build chatbot specific awareness into school curricula and parent outreach, since the risk is a design property that neither group currently recognises.
    8. A dedicated Indian instrument: Move from the present patchwork to a clear framework for artificial intelligence products used by minors, backed by the National Commission for Protection of Child Rights and the data protection regulator.

    “[2025, GS2, 15 marks] The National Commission for Protection of Child Rights has to address the challenges faced by children in the digital era. Examine the existing policies and suggest measures the Commission can initiate to tackle the issue.”

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