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2026

UPSC CSE (Main) 2026

GS Paper IV 2026

Ethics, integrity & aptitude.

UPSC's question paper: open the official PDF ↗

GS Paper IGS Paper IIGS Paper IIIGS Paper IVEssay

GS Paper IV 2026 · Q1 (Section A)

2 parts · 10 marks and 150 words each Ethics in public administration X-Ray · Core #10

Q1(a) 10 marks · 150 words · answered on its own

Owing to paucity of time, a university professor generates a Ph.D. evaluation report using Artificial Intelligence and submits it with some modifications. Discuss this from the perspective of accountability and integrity.

🧭 How to think about this question · directive: “discuss (from the perspective of accountability and integrity)”

Decode the demand

  • Directive 'discuss': look at the act from more than one side and reach a view; here UPSC fixes the two sides for you, accountability and integrity.
  • The act in one line: a report that claims to be his own judgement was drafted by a machine and lightly edited. Every point must come back to this.
  • Three things to answer: what integrity says about it, what accountability says, and what he should have done instead.

Think in a structure

  • Open with one-line definitions of both values and the fact that a signature claims a judgement.
  • One heading per perspective, crisp points under each: an ethical keyword, the reason, and inside the same point a thinker or rule and one real example.
  • Never end on blame: add what the professor, the university and the regulator can do, then close on a vision the answer has earned, here a policy goal rather than a constitutional article.
  • Visuals: a table contrasting what each value demands with what he did; a flowchart of the honest course.
Facts checked at source (5)· open

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 434words · Minimalist IAS

Integrity is the match between what one claims and what one does; accountability is answering for one's decisions. A signed Ph.D. report claims an expert's own reading, so a machine-drafted one fails both tests.

ValueWhat it demandsWhat the professor did
IntegrityHis own, honest judgementSigned a machine's verdict
AccountabilityAnswerable, traceable reasoningOpaque process, no trail

From the perspective of integrity

  • Honesty and ownership: a signature claims the judgement is his; light edits do not make a machine's verdict his own.
    • UGC Regulations (2018): passing off another's work as one's own is plagiarism.
  • Probity under pressure: paucity of time tests integrity; it does not excuse a shortcut.
    • Punjab and Haryana High Court (March 2023): quoted ChatGPT in a bail order but recorded it was 'only intended to present a broader picture', keeping the verdict its own.
  • Fiduciary confidentiality: an unpublished thesis is held in trust; uploading it breaks that trust.
    • US National Institutes of Health (2023): peer reviewers barred from generative AI for this reason.
  • Virtue ethics (Aristotle): phronesis, judgement formed by experience, is what an examiner is appointed for; a machine has none to lend.
  • Categorical imperative (Kant): 'let a machine judge for me' cannot be universalised without making every degree worthless; the scholar becomes a means, not an end.

The full answer goes on to cover

  1. From the perspective of accountability
  2. What he, and the system, should do

With 1 flowchart you can reproduce in the exam.

Read the full model answer (434 words) →

Reviewed by Shivam Singh (mentor, 7 years) on 8 Nov 2026 · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

Q1(b) 10 marks · 150 words · answered on its own

A business house is working on a project that could displace a forest community from their habitat. As the administrative officer of that district, what ethical challenges are you likely to face?

🧭 How to think about this question · directive: “what (ethical challenges would you face)”

Decode the demand

  • Directive 'what challenges': identify and explain, not narrate; each challenge is a clash between two legitimate pulls, so name both sides.
  • Your role: you are the district officer, so write in the first person and name the powers you actually hold, from forest-rights committees to law and order.
  • Keep every stakeholder in view: the community, the company, the political executive, the gram sabha, the forest itself and future generations.

Think in a structure

  • Open with a line that sets the stakes: a history of dispossession that your decision can repeat or break.
  • A diagram of the challenges, then one crisp point per challenge: an ethical keyword, the clash, and inside the point the law, thinker or case that resolves it.
  • End with what you would do: the lawful sequence as a flowchart, concrete administrative measures with real examples, and a constitutional anchor.
Facts checked at source (11)· open

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 445words · Minimalist IAS

Jaipal Singh told the Constituent Assembly in 1946 that his people's history was 'one of continuous exploitation and dispossession'. This project tests whether the district officer lets it repeat.

Development vsrightsConflict ofrolesConsent vsceremonyPressure vsintegrityHonestassessmentFairrehabilitationOrder vscompassionEthicalchallenges

Ethical challenges: Development vs rights; Conflict of roles; Consent vs ceremony; Pressure vs integrity; Honest assessment; Fair rehabilitation; Order vs compassion

The ethical challenges

  • Justice between development and rights: the utilitarian pull of jobs and revenue against the rights-based duty under the Forest Rights Act, 2006 and PESA; Rawls permits an inequality only if the least advantaged gain.
    • Samatha (1997), won by the NGO Samata: Scheduled Area mining leases to non-tribals held void.
  • Impartiality and conflict of roles: as Collector I chair the FRA District Level Committee that approves forest rights while expected to deliver the project; the conflict must be declared and the roles kept apart.
  • Autonomy, consent not ceremony: PESA requires consultation; the 2013 Act allows acquisition in Scheduled Areas 'only as a demonstrable last resort' with gram sabha consent; for Kant, persons are ends, never means.
    • Niyamgiri (2013): the Supreme Court had a District Judge observe every gram sabha.
  • Integrity against pressure and inducement: political push, corporate lobbying and favours test probity; refusing may cost a posting, where moral courage is tested.
    • Gandhi's talisman: does this step help the poorest face I know?
  • Objectivity in the Social Impact Assessment: the pull to soften findings; truthfulness and non-maleficence require a real public hearing under the 2013 Act and honest counting of water, climate and intergenerational costs.
  • Distributive justice in rehabilitation: forest dwellers who lose forest rights count as affected families under the 2013 Act; in Sen's terms the loss is of capabilities, which cash alone cannot restore.
  • Compassion and proportionality in keeping order: force against people defending their homes fails the ethics of care and the rule of law.
  • Cultural sensitivity: sacred groves and a people's bond with its hill are not line items in an award.
    • The Dongria Kondh and Niyamgiri hill.

The full answer goes on to cover

  1. What I would do as the district officer

With 1 flowchart you can reproduce in the exam.

Read the full model answer (445 words) →

Reviewed by Shivam Singh (mentor, 7 years) on 8 Nov 2026 · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q2 (Section A)

2 parts · 10 marks and 150 words each Ethics in public administration X-Ray · Core #36

Q2(a) 10 marks · 150 words · answered on its own

An endangered tribe has developed a severe skeletal deformity. A university research has identified a mineral supplement as a possible remedy, though clinical trials are yet to be conducted. Should the District Magistrate (DM) use this research on the tribe? Discuss from the perspective of medical and administrative ethics.

🧭 How to think about this question · directive: “should (discuss from the perspective of medical and administrative ethics)”

Decode the demand

  • 'Should the DM use this research' plus 'discuss from the perspective of medical and administrative ethics': give the decision first, in one line with its reason, then reason through the two lenses, then say what he should do instead.
  • The facts that decide it: an endangered tribe (vulnerable, least able to refuse), an untested remedy (no dose, no safety data), and a DM, who is an executive, not a physician. The trap is treating compassion as a licence.

Think in a structure

  • Medical ethics through the four principles, non-maleficence, autonomy, beneficence, justice, with a code and one real trial that went wrong inside the points.
  • Administrative ethics through role, legality, accountability and the duty to act, each with the rule that binds a DM.
  • End with the lawful path as a flowchart and what you would do in the first week, then close on a code's principle.
Facts checked at source (8)· open

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 362words · Minimalist IAS

No, not as an administrative remedy: an untested supplement given to a whole community is an experiment, and an endangered tribe is least able to refuse one. The DM must act, but through proven care and a lawful trial.

From the perspective of medical ethics

  • Non-maleficence: dose, toxicity and side effects are unknown; for a small people the harm could be irreversible.
  • Autonomy and informed consent: the Nuremberg Code calls voluntary consent 'absolutely essential'; authority and low literacy make a tribe's refusal unlikely.
    • Khammam HPV vaccine trial (2009–10): tribal girls enrolled without proper consent; suspended after ICMR's enquiry.
  • Beneficence with evidence: the Declaration of Helsinki allows an unproven intervention only for an individual patient, after expert advice and consent.
  • Justice (Rawls): the least advantaged come first; Helsinki warns that excluding vulnerable groups deepens disparities, so the answer is a fair trial, not neglect.
  • Persons, not means (Kant): a people may not be the means to test a remedy, however noble the end.

The full answer goes on to cover

  1. From the perspective of administrative ethics
  2. What I would do as DM

With 1 flowchart you can reproduce in the exam.

Read the full model answer (362 words) →

Reviewed by Shivam Singh (mentor, 7 years) on 8 Nov 2026 · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

Q2(b) 10 marks · 150 words · answered on its own

Discuss how national security can be balanced with concerns of human rights.

🧭 How to think about this question · directive: “discuss (how … can be balanced)”

Decode the demand

  • 'Discuss how X can be balanced with Y': not a debate on which wins. Show where security and rights collide, then the principles, safeguards and institutions that reconcile them. The trap is a one-sided answer.
  • Vocabulary the examiner looks for: legality, necessity, proportionality, due process, dignity, restraint, legitimacy.

Think in a structure

  • Open with a historical cost of imbalance, then a test for any security measure as a flowchart.
  • Where they collide in two lines; how the balance is struck in points, each with a thinker, a judgment or a leader's act inside.
  • Then what an administrator can do, and close on a committee's unfinished recommendation rather than on the problem.
Facts checked at source (5)· open
  • Anuradha Bhasin v. Union of India (10 January 2020): suspending the internet indefinitely is impermissible; every suspension must be proportionate, temporary and subject to judicial review.Anuradha Bhasin vs Union of India, Supreme Court, 10 January 2020 — Indian Kanoon ↗“An order suspending internet services indefinitely is impermissible under the Temporary Suspension of Telecom Services (Public Emergency or Public Service) Rules, 2017. Suspension can be utilized for temporary duration only. d. Any order suspending internet issued under the Suspension Rules, must adhere to the principle of proportionality and must not extend beyond necessary duration. e. Any order suspending internet under the Suspension Rules is subject to judicial review”
  • The fourth pillar of the UN Global Counter-Terrorism Strategy (reviewed by the General Assembly since 2006): respect for human rights for all and the rule of law as the fundamental basis of the fight against terrorism.UN Global Counter-Terrorism Strategy — United Nations Office of Counter-Terrorism ↗“Measures to ensure respect for human rights for all and the rule of law as the fundamental basis of the fight against terrorism. Reviews of the United Nations Global Counter Terrorism Strategy Since 2006, the General Assembly has reviewed periodically the United Nations Global Counter-Terrorism Strategy”
  • Extra Judicial Execution Victim Families Association v Union of India (Supreme Court, 8 July 2016): it does not matter whether the victim was a common person, a militant or a terrorist, nor whether the aggressor was a common person or the State; the law is the same for both; the 1,528 alleged killings in Manipur had to be enquired into.Extra Judicial Execution Victim Families Association & Anr v Union of India & Anr, Supreme Court, 8 July 2016 (judgment copy on sci.gov.in) ↗“nor does it matter whether the aggressor was a common person or the State. The law is the same for both and is equally applicable to both.”
  • Jacinda Ardern to New Zealand's Parliament, 19 March 2019, after the Christchurch mosque attacks: she would never mention the terrorist's name, denying him the notoriety he sought, and asked the country to speak the victims' names instead.Jacinda Ardern, address to Parliament on the Christchurch mosque attacks, 19 March 2019 (transcript, American Rhetoric) ↗“But he will, when I speak, be nameless. And to others I implore you: speak the names of those who were lost, rather than the name of the man who took them.”
  • The Committee to Review the Armed Forces (Special Powers) Act, 1958 (Justice B. P. Jeevan Reddy, report of 2005) recorded that the overwhelming view before it was that the Act should be repealed while the Army should remain to fight militants and guard the borders.Report of the Committee to Review the Armed Forces (Special Powers) Act, 1958 (Jeevan Reddy Committee, 2005), copy archived by a military-justice research project ↗“the overwhelming response was that while the Act should be repealed, the Army should remain to fight the militants and guard the borders.”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 313words · Minimalist IAS

The Emergency showed the cost of imbalance: in April 1976 the Supreme Court accepted that the government could then take away the citizen's right to life and liberty. Every security power must therefore be lawful, necessary and answerable.

Lawful basisLegitimate aimProportionate meansTime limitIndependent review
  1. Lawful basis
  2. Legitimate aim
  3. Proportionate means
  4. Time limit
  5. Independent review

Where security and rights collide

  • Liberty and due process: preventive detention and special powers act before guilt is proved.
  • Privacy and expression: surveillance and internet shutdowns reach whole populations to find a few.

The full answer goes on to cover

  1. How the balance is struck
  2. What an administrator can do

Read the full model answer (313 words) →

Reviewed by Shivam Singh (mentor, 7 years) on 8 Nov 2026 · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q3 (Section A)

3 parts · 10 marks and 150 words each Moral thinkers & philosophers X-Ray · Core #3

Q3(a) 10 marks · 150 words · answered on its own

Dr. B. R. Ambedkar had cautioned that employing civil disobedience within a constitutional democracy equates to endorsing ‘anarchy’. How should modern democracies navigate the ethical dilemmas posed by civil disobedience movements that aim to promote social justice against policies that may raise genuine concerns?

🧭 How to think about this question · directive: “how should (navigate)”

Decode the demand

  • Directive 'how should navigate': not 'is Ambedkar right' but 'what should a democracy do' when a justice movement breaks the law against a flawed policy. The answer must end in a method.
  • The dilemma in one line: constitutional methods may be open in form yet deaf in fact; the State must protect dissent without licensing coercion.
  • Three things to answer: what Ambedkar warned and why; the test that separates civil disobedience from anarchy; the duties of the State and of protesters.
  • The trap: taking one side, either praising all protest as conscience or condemning all law-breaking as anarchy. Marks lie in the test and the balance.

Think in a structure

  • Open with the dated warning and the dilemma it leaves unresolved.
  • First heading explains the warning and the counter-claim (Rawls); a table separates civil disobedience from anarchy on means and attitude to law.
  • Second heading gives the navigation: King's test, last resort, the State's duty of care with Amit Sahni, proportionality, reciprocity.
  • End from the district officer's seat with concrete steps, then anchor on Ambedkar's own answer, constitutional morality from Grote.
Facts checked at source (4)· open
  • Ambedkar, closing speech in the Constituent Assembly (25 November 1949): where constitutional methods are open, unconstitutional methods such as civil disobedience are 'nothing but the Grammar of Anarchy'.Constituent Assembly Debates, 25 November 1949 (Dr B. R. Ambedkar) — constitutionofindia.net ↗“But where constitutional methods are open, there can be no justification for these unconstitutional methods. These methods are nothing but the Grammar of Anarchy and the sooner they are abandoned, the better for us.”
  • Martin Luther King Jr. (Letter from Birmingham Jail, 16 April 1963) rejected evading or defying the law as leading to anarchy: one who breaks an unjust law must do so openly, lovingly and willing to accept the penalty.Martin Luther King Jr., 'Letter from a Birmingham Jail', 16 April 1963 — African Studies Center, University of Pennsylvania ↗“In no sense do I advocate evading or defying the law, as would the rabid segregationist. That would lead to anarchy. One who breaks an unjust law must do so openly, lovingly, and with a willingness to accept the penalty.”
  • Amit Sahni v. Commissioner of Police (Supreme Court, 7 October 2020): public ways and spaces cannot be occupied indefinitely; democracy and dissent go hand in hand, but demonstrations must be in designated places.Amit Sahni v. Commissioner of Police, Supreme Court of India, 7 October 2020 — Indian Kanoon ↗“we have to make it unequivocally clear that public ways and public spaces cannot be occupied in such a manner and that too indefinitely. Democracy and dissent go hand in hand, but then the demonstrations expressing dissent have to be in designated places alone.”
  • Ambedkar in the Constituent Assembly (4 November 1948), quoting Grote: constitutional morality means paramount reverence for the forms of the Constitution, combined with the habit of open speech and unrestrained censure of authority's public acts.Constituent Assembly Debates, 4 November 1948 (B. R. Ambedkar) — constitutionofindia.net (CLPR) ↗“By constitutional morality Grote meant “ a paramount reverence for the forms of the Constitution, enforcing obedience to authority acting under and within these forms yet combined with the habit of open speech, of action subject only to definite legal control, and unrestrained censure of those very authorities as to all their public acts”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 395words · Minimalist IAS

On 25 November 1949 Ambedkar warned the Constituent Assembly that where constitutional methods are open, civil disobedience is 'nothing but the Grammar of Anarchy'. The dilemma arises when those methods are open in form but deaf in fact, and a movement for social justice breaks the law to be heard.

Ambedkar's warning and the dilemma it poses

  • Rule of law: where courts, legislatures and elections work, coercion by one group invites coercion by all; the weakest lose most.
  • Constitutional morality: Ambedkar asked for reverence for the forms of the Constitution; habitual law-breaking erodes the habit that makes those forms work.
  • The counter-claim (Rawls): in a nearly just society, open, non-violent and conscientious law-breaking is a last appeal to the majority's sense of justice.
TestCivil disobedienceAnarchy
MeansOpen and non-violentCovert or violent
Attitude to lawAccepts the penaltyEvades the law
AimChange one unjust policyReject authority itself

The full answer goes on to cover

  1. How democracies should navigate it
  2. What I would do as the district officer

Read the full model answer (395 words) →

Reviewed by Shivam Singh (mentor, 7 years) on 8 Nov 2026 · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

Q3(b) 10 marks · 150 words · answered on its own

In what ways can an Indian Administrative Officer apply Gandhi’s notion of ‘trusteeship’ to ensure fairness in governance?

🧭 How to think about this question · directive: “in what ways (can … apply)”

Decode the demand

  • Directive 'in what ways can apply': the examiner wants concrete applications, not a lecture on Gandhi. Explain trusteeship in two lines, then spend the answer on practice.
  • The idea in one line: wealth or power beyond an honourable livelihood is held in trust for the community; the holder is custodian, not owner.
  • Three things to answer: what trusteeship means; the fields where an officer holds a trust (money, resources, discretion, the weakest); the measures that make governance fair.
  • The trap: writing only about honesty. Trusteeship is about fairness in distribution and about building people's own capacity, not only clean hands.

Think in a structure

  • Open with Gandhi's own formulation and the translation to office: officer as custodian, people as owners.
  • First heading explains the idea with a constitutional anchor (Article 39(b)) and one Indian thinker; a hub shows the five trusts an officer holds.
  • Second heading gives the ways, each with a rule, a case or a thinker: GFR Rule 21, Kamal Nath, Rawls, Nolan.
  • End with what a collector would actually do, then Gandhi's own admission that trusteeship is an ideal worth striving for.
Facts checked at source (4)· open
  • Gandhi's theory of trusteeship (Harijan, 3 June 1939): his wealth beyond the right to an honourable livelihood, no better than that of millions of others, belongs to the community and must be used for its welfare.Trusteeship by M. K. Gandhi (comp. Ravindra Kelekar), 'Theory of Trusteeship', Harijan, 3-6-1939, p. 145 — mkgandhi.org ↗“I must know that all that wealth does not belong to me; what belongs to me is the right to an honourable livelihood, no better than that enjoyed by millions of others. The rest of my wealth belongs to the community and must be used for the welfare of the community.”
  • Rule 21 of the General Financial Rules, 2017: every officer must watch public expenditure as a person of ordinary prudence watches his own money, and no authority may sanction expenditure to its own advantage.General Financial Rules, 2017 (updated) — Rule 21, Standards of financial propriety, Ministry of Finance (hosted by DGMA) ↗“(i) Every officer is expected to exercise the same vigilance in respect of expenditure incurred from public moneys as a person of ordinary prudence would exercise in respect of expenditure of his own money. (iii) No authority should exercise its powers of sanctioning expenditure to pass an order which will be directly or indirectly to its own advantage.”
  • M.C. Mehta v. Kamal Nath (Supreme Court, 13 December 1996): under the public trust doctrine the State is trustee of all natural resources meant for public use, under a legal duty to protect them; they cannot be converted into private ownership.M.C. Mehta v. Kamal Nath & Ors, Supreme Court of India, 13 December 1996 — Indian Kanoon ↗“The State is the trustee of all natural resources which are by nature meant for public use and enjoyment. Public at large is the beneficiary of the sea- shore, running waters, airs, forests and ecologically fragile lands. The State as a trustee is under a legal duty to protect the natural resources. These resources meant for public use cannot be converted into private ownership.”
  • Gandhi (Harijan, 25 August 1940): absolute trusteeship is as unattainable as Euclid's point, but striving for it takes us further towards equality on earth than any other method.Trusteeship by M. K. Gandhi (comp. Ravindra Kelekar), Harijan, 25-8-1940, pp. 260-1 — mkgandhi.org ↗“Absolute trusteeship is an abstraction like Euclid’s-definition of a point, and is equally unattainable. But if we strive for it, we shall be able to go further in realizing a state of equality on earth than by any other method.”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 398words · Minimalist IAS

For Gandhi, all that one holds beyond 'the right to an honourable livelihood' belongs to the community and must be used for its welfare. In office, power and public resources become a trust: the officer is the custodian, the people the owners.

Gandhi's notion of trusteeship

  • Stewardship, not ownership: the holder of wealth or power keeps it for others; this mirrors Article 39(b), resources distributed for the common good.
  • Voluntary and moral: trusteeship asks for a change of heart before a change of law, so it binds conscience where rules fall silent.
  • Kautilya's echo: in the happiness of the subjects lies the ruler's happiness; the trustee's reward is the beneficiary's welfare.
Public moneyNatural resourcesDiscretionThe last citizenPeople's owncapacityOfficer astrustee

Officer as trustee: Public money; Natural resources; Discretion; The last citizen; People's own capacity

The full answer goes on to cover

  1. Ways an officer can apply it to ensure fairness
  2. What I would do as the district collector

Read the full model answer (398 words) →

Reviewed by Shivam Singh (mentor, 7 years) on 8 Nov 2026 · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

Q3(c) 10 marks · 150 words · answered on its own

Shakespeare in Henry IV says, “The arms are fair when the intent of bearing them is just”. What ethical implications does this have in governance?

🧭 How to think about this question · directive: “what (ethical implications in governance)”

Decode the demand

  • Directive 'what ethical implications': interpret the line, then draw out what it means for how the State uses coercive power. Interpretation first, implications second, example third.
  • The line in context: a rebel, Hotspur, about to fight his king, calls his arms fair because his intent is just. The irony is the lesson: every side claims just intent.
  • Three things to answer: what the line says and its limit; the conditions that make force in governance ethical (purpose, authority, proportion, accountability); one Indian example.
  • The trap: agreeing with Hotspur. The examiner wants you to see that intent is necessary but never sufficient; means and answerability complete the test.

Think in a structure

  • Open with the context and the irony, so the reader knows you have read the line, not just quoted it.
  • First heading on meaning: the rebel's self-justification, the limit of intent, Kant's good will as the partial defence of intent.
  • Flowchart of the conditions for just force; second heading on implications with Weber, just-war theory, Gandhi on means and the Manipur case.
  • End from the district magistrate's seat with concrete safeguards, then Weber's union of conviction and responsibility.
Facts checked at source (6)· open
  • In Henry IV, Part 1 (Act 5, Scene 2), the rebel Hotspur, about to fight the King's army, says that the arms are fair when the intent of bearing them is just.William Shakespeare, Henry IV, Part 1, Act 5, Scene 2 (Hotspur) — The Complete Works of William Shakespeare, MIT ↗“An if we live, we live to tread on kings; If die, brave death, when princes die with us! Now, for our consciences, the arms are fair, When the intent of bearing them is just.”
  • Weber defined the state as a human community that (successfully) claims the monopoly of the legitimate use of physical force within a given territory (Politics as a Vocation, 1919).Max Weber (Sung Ho Kim) — Stanford Encyclopedia of Philosophy ↗“a human community that (successfully) claims the monopoly of the legitimate use of physical force within a given territory”
  • Just-war theory's 'right intention': force must aim at the just cause, not use it as an excuse for a wrongful end; proportionality and last resort are further conditions.War — Stanford Encyclopedia of Philosophy ↗“Right Intention: that entity intends to achieve the just cause, rather than using it as an excuse to achieve some wrongful end.”
  • Extra Judicial Execution Victim Families Association v. Union of India (Supreme Court, 13 July 2016), on alleged fake encounters in Manipur: it does not matter whether the victim was a militant or the aggressor the State; the law is the same for both.Extra Judicial Execution Victim Families Association v. Union of India, Supreme Court of India, 13 July 2016 — Indian Kanoon ↗“It does not matter whether the victim was a common person or a militant or a terrorist, nor does it matter whether the aggressor was a common person or the State. The law is the same for both and is equally applicable to both.”
  • Weber concluded that the ethic of conviction and the ethic of responsibility are not absolute opposites but complementary; only in combination do they make a person capable of a vocation for politics.Max Weber (Sung Ho Kim) — Stanford Encyclopedia of Philosophy ↗“Weber thus concluded: “the ethic of conviction and the ethic of responsibility are not absolute opposites. They are complementary to one another, and only in combination do they produce the true human being who is capable of having a ‘vocation for politics’””
  • Gandhi in Hind Swaraj compared the means to a seed and the end to a tree, holding the connection between them inviolable.M. K. Gandhi, Hind Swaraj or Indian Home Rule, Chapter XVI 'Brute Force' — mkgandhi.org ↗“The means may be likened to a seed, the end to a tree; and there is just the same inviolable connection between the means and the end as there is between the seed and the tree.”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 395words · Minimalist IAS

In Henry IV, Part 1 the rebel Hotspur speaks this line on the eve of battle against his king: arms are 'fair' when 'the intent of bearing them is just'. The irony is the lesson: every user of force claims a just intent, so intent alone cannot settle legitimacy.

What the line means in its context

  • A rebel's self-justification: Hotspur fights his lawful king and calls the fight fair; sincerity of intent is the only test he applies.
  • The limit of intent: both sides claimed justice; a test that every side passes decides nothing.
  • Kant's good will: intent does matter, but it must act under a rule one could universalise, not a private grievance.
Just purposeLawful authorityLast resortProportionate forceAnswerable afterwards
  1. Just purpose
  2. Lawful authority
  3. Last resort
  4. Proportionate force
  5. Answerable afterwards

The full answer goes on to cover

  1. Ethical implications for governance
  2. What I would do as the district magistrate

Read the full model answer (395 words) →

Reviewed by Shivam Singh (mentor, 7 years) on 8 Nov 2026 · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q4 (Section A)

2 parts · 10 marks and 150 words each Ethics & human interface

Q4(a) 10 marks · 150 words · answered on its own

Citing the serious adverse effects of long-term medication, a doctor convinces the family of a female patient for surgery. This led the patient to reluctantly consent for the surgery, though her original choice was to opt for medication. Explain the concepts of paternalism and beneficence by analysing the doctor’s action.

🧭 How to think about this question · directive: “explain (the concepts) by analysing (the doctor's action)”

Decode the demand

  • Directive 'explain by analysing': define two concepts, then test the doctor's act against each; a definition without the case, or the case without definitions, loses half the marks.
  • The act in one line: a competent woman chose medication; the doctor went round her to the family, and she gave a reluctant yes. Every point must return to that reluctant yes.
  • Three things to answer: what beneficence is and where it was rightly used; what paternalism is and where it crept in; what the doctor should have done.
  • The trap: calling the doctor a villain. He acted from concern; the fault is the route he chose, not his motive.

Think in a structure

  • Open with both definitions from named sources (Beauchamp and Childress; Dworkin) and one line saying he slid from one into the other.
  • A table judging the act under beneficence, paternalism and autonomy; then a heading for the concepts, one for the analysis, one for the right course.
  • Each point carries an ethical keyword, the reason, and a thinker or rule: Mill for warning, Kant for autonomy, Samira Kohli for consent.
  • End positively with a flowchart of the honest course and the WMA Declaration of Lisbon's line between informing and deciding.
Facts checked at source (5)· open
  • Gerald Dworkin (SEP): paternalism is interference with a person, against their will, defended or motivated by a claim that the person will be better off or protected from harm.Paternalism (Gerald Dworkin) — Stanford Encyclopedia of Philosophy ↗“Paternalism is the interference of a state or an individual with another person, against their will, and defended or motivated by a claim that the person interfered with will be better off or protected from harm.”
  • J. S. Mill, On Liberty (1859), ch. V: where there is only a danger of mischief rather than a certainty, only the person can judge whether to run the risk; a competent adult ought only to be warned of the danger.J. S. Mill, On Liberty (1859), ch. V (Applications) — Project Gutenberg ↗“but only a danger of mischief, no one but the person himself can judge of the sufficiency of the motive which may prompt him to incur the risk: in this case, therefore (unless he is a child, or delirious, or in some state of excitement or absorption incompatible with the full use of the reflecting faculty), he ought, I conceive, to be only warned of the danger”
  • Samira Kohli v. Prabha Manchanda (2008): valid consent requires a competent patient, voluntariness, and adequate information on the treatment.Samira Kohli vs Dr. Prabha Manchanda & Anr, Supreme Court, 16 January 2008 — Indian Kanoon ↗“the patient should have the capacity and competence to consent; his consent should be voluntary; and his consent should be on the basis of adequate information concerning the nature of the treatment procedure, so that he knows what is consenting to.”
  • Samira Kohli v. Prabha Manchanda (Supreme Court, 16 January 2008), rejecting the mother's consent to her adult daughter's surgery: when a patient is a competent adult, no one else can consent on her behalf.Samira Kohli vs Dr. Prabha Manchanda & Anr, Supreme Court, 16 January 2008 — Indian Kanoon ↗“The appellant was neither a minor, nor mentally challenged, nor incapacitated. When a patient is a competent adult, there is no question of someone else giving consent on her behalf.”
  • WMA Declaration of Lisbon on the Rights of the Patient: the patient has the right to self-determination; the physician will inform the patient of the consequences of his/her decisions; a competent adult may give or withhold consent to any therapy.WMA Declaration of Lisbon on the Rights of the Patient — World Medical Association ↗“The patient has the right to self-determination, to make free decisions regarding himself/herself. The physician will inform the patient of the consequences of his/her decisions. A mentally competent adult patient has the right to give or withhold consent to any diagnostic procedure or therapy.”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 352words · Minimalist IAS

Beneficence, in Beauchamp and Childress's principles, is the duty to act for the patient's good; paternalism, in Gerald Dworkin's definition, is interfering with a person 'against their will' on the claim that she will be 'better off or protected from harm'. The doctor began with the first and slid into the second.

PrincipleThe doctor's actionVerdict
BeneficenceWarned of long-term drug effectsLegitimate duty
PaternalismWon over the family, not herHer choice overridden
AutonomyConsent given reluctantlyNot fully free

The two concepts explained

  • Beneficence: a positive duty to benefit, balanced against non-maleficence; it acts through honest advice, not pressure.
  • Paternalism: hard paternalism overrides an informed, voluntary choice; soft paternalism only checks that the choice is informed and voluntary.
  • Autonomy as the limit: Kant's respect for persons makes a competent adult the author of decisions about her own body.

The full answer goes on to cover

  1. Analysing the doctor's action
  2. What the doctor should have done

With 1 flowchart you can reproduce in the exam.

Read the full model answer (352 words) →

Reviewed by Shivam Singh (mentor, 7 years) on 8 Nov 2026 · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

Q4(b) 10 marks · 150 words · answered on its own

Efficiency is doing things right, while effectiveness is doing the right thing. How do you strike a balance between the two to enhance productivity?

🧭 How to think about this question · directive: “how (do you strike a balance)”

Decode the demand

  • Directive 'how do you strike a balance': a practical, first-person answer; the examiner wants methods, not a lecture on definitions.
  • The idea in one line: Drucker's pair, efficiency as doing things right and effectiveness as doing the right thing; productivity needs both at once.
  • Three things to answer: distinguish the two; show the damage when either is chased alone; give concrete ways to hold them together.
  • The trap: writing only about speed and cost. Effectiveness is the ethical part: whose outcome, and is it the right one?

Think in a structure

  • Open with both definitions and one sentence defining productivity in public service as the right outcome at the least cost.
  • A table contrasting what each measures and what each risks alone; then one heading each for the distinction, the cost of imbalance, and the balance.
  • Each point carries a keyword, a reason and an anchor: Aristotle on ends and means, Goodhart on targets, Gandhi's talisman on the right thing.
  • End positively with a flowchart of my own method and the Conduct Rules' phrase 'efficiently, effectively and economically' as the anchor.
Facts checked at source (4)· open
  • NITI Aayog's Aspirational Districts Programme ranks districts monthly on incremental progress across 49 KPIs under five socio-economic themes.Aspirational Districts Programme — NITI Aayog ↗“measuring progress by ranking districts on a monthly basis. The ranking is based on the incremental progress made across 49 Key Performance Indicators (KPIs) under 5 broad socio-economic themes”
  • Delhi Metro completed the first phase of construction two years and nine months ahead of schedule in 2005 without exceeding its budget; the DMRC's autonomy let E. Sreedharan's leadership shine (national news report).'A well-planned and efficient Delhi Metro: tracing 16-year journey of capital's lifeline' — ThePrint (national news report), 24 December 2018 ↗“The Delhi Metro completed the first phase of construction two years and nine months ahead of schedule in 2005, without exceeding the budget — a feat previously considered impossible by a government agency. But the Delhi Metro, a joint venture between the Delhi government and the Centre, granted the Delhi Metro Rail Corporation (DMRC) enough autonomy to let the genius of E. Sreedharan shine through.”
  • Mission Karmayogi (Cabinet approval, 2 September 2020) supports a transition from 'rules based' to 'roles based' HR management, matching competencies to the post.Cabinet approves Mission Karmayogi (NPCSCB) — PIB, 2 September 2020 ↗“Supporting Transition from 'Rules based' to 'Roles based* HR Management.Aligning work allocation of civil servants by matching their competencies tothe requirements of the post.”
  • All India Services (Conduct) Rules, 1968, Rule 3(2B)(iv): take decisions solely in public interest and use public resources efficiently, effectively and economically.All India Services (Conduct) Rules, 1968 (as amended) — Rule 3(2B), hosted by Tripura High Court (thc.nic.in) ↗“(iv) take decisions solely in public interest and use or cause to use public resources efficiently, effectively and economically;”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 375words · Minimalist IAS

Peter Drucker's distinction frames the question: efficiency is output per unit of input, the quality of the means; effectiveness is how far the intended outcome is actually reached, the quality of the end. Public productivity is the right outcome for citizens at the least cost of time and money.

AspectEfficiencyEffectiveness
MeasuresOutputs per rupee and hourOutcomes for citizens
Alone, it risksSpeed on wrong prioritiesRight goals, wasted resources

Efficiency and effectiveness distinguished

  • Efficiency is instrumental: it judges route, cost and speed; a smoothly cleared file is efficient even if it serves no one.
  • Effectiveness is normative: it judges the destination against purpose; Aristotle's practical wisdom chooses the right end before the right means.

The full answer goes on to cover

  1. The cost of pursuing either alone
  2. How I would strike the balance

With 1 flowchart you can reproduce in the exam.

Read the full model answer (375 words) →

Reviewed by Shivam Singh (mentor, 7 years) on 8 Nov 2026 · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q5 (Section A)

2 parts · 10 marks and 150 words each Ethics in public administration X-Ray · Core #33

Q5(a) 10 marks · 150 words · answered on its own

Usually schools, working in remote areas, do not fully comply with government regulations. However, if the rules are enforced strictly, it would lead to most schools closing down. How should an administrator strike a balance between enforcement of rules and educational rights of children?

🧭 How to think about this question · directive: “how should (strike a balance)”

Decode the demand

  • Directive 'how should': UPSC wants a method, not a lament; you are the administrator and must show the steps that reconcile two legitimate goods.
  • The issue in one line: rules written to protect children would, if applied to the letter, take the school away from them.
  • Three things to answer: why the conflict arises, the principle that resolves it (equity, proportionality, purpose of the rule), and concrete action.
  • The trap: choosing a side; laxity ('rules can wait') or legalism ('close them all'). The examiner rewards graded enforcement anchored in values and law.

Think in a structure

  • Open with the purpose of school norms and Article 21A, then one line that the aim of a rule must govern its letter.
  • Heading 1: the conflict, each point an ethical keyword (rule of law, right, equity) with the Act's section or a thinker inside it.
  • Heading 2: the balance, carried by a table grading norms by the harm they prevent, plus proportionality, purposive reading, support before sanction, distributive justice.
  • End from the administrator's seat with a flowchart of your own sequence and three concrete measures; close on SDG 4, the goal such judgement serves.
Facts checked at source (5)· open
  • Section 19 of the RTE Act, 2009: a school that fails the norms and standards within the period allowed loses recognition, after which no school shall continue to function.The Right of Children to Free and Compulsory Education Act, 2009, Section 19 — Panchayat Wiki, Local Self Government Department, Government of Kerala ↗“(3) Where a School fails to fulfill the norms and standards within the period specified under sub-section (2), the authority prescribed under sub-section (1) of Section 18 shall withdraw recognition granted to Such School in the manner specified under sub-section (3) thereof. (4) With effect from the date of withdrawal of recognition under sub-section (3), no school shall continue to function.”
  • Aristotle, Nicomachean Ethics, Book V: equity is a correction of law where it is defective owing to its universality.Nicomachean Ethics, Book V (trans. W. D. Ross) — The Internet Classics Archive, MIT ↗“And this is the nature of the equitable, a correction of law where it is defective owing to its universality.”
  • NEP 2020 (para 8.8): the overemphasis on inputs and their mechanistic physical and infrastructural specifications will be changed and made responsive to realities on the ground, leaving schools flexibility while ensuring safety and security.National Education Policy 2020, para 8.8 — Ministry of Human Resource Development (copy hosted by NCERT) ↗“overemphasis on inputs, and the mechanistic nature of their specifications – physical and infrastructural – will be changed and requirements made more responsive to realities on the ground, e.g., regarding land areas and room sizes, practicalities of playgrounds in urban areas, etc. These mandates will be adjusted and loosened, leaving suitable flexibility for each school to make its own decisions based on local needs and constraints, while ensuring safety, security”
  • NEP 2020 (Cabinet release, 29 July 2020): schools can be organised into complexes or clusters that ensure all resources, including infrastructure, libraries and a strong professional teacher community.Cabinet Approves National Education Policy 2020 — PIB (Cabinet), 29 July 2020 ↗“Schools can be organized into complexes or clusters which will be the basic unit of governance and ensure availability of all resources including infrastructure, academic libraries and a strong professional teacher community.”
  • The UN's fourth Sustainable Development Goal commits states to inclusive, equitable and quality education, with lifelong learning for all.Goal 4 — United Nations, Department of Economic and Social Affairs, Sustainable Development ↗“Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 362words · Minimalist IAS

School norms exist to keep children safe and learning; enforced so rigidly that most remote schools shut, they defeat that very purpose and the Article 21A right to free and compulsory education. The administrator's task is to serve the rule's aim, not only its letter.

The conflict: enforcing rules versus children's right to learn

  • Rule of law: under Section 19 of the RTE Act, a school failing the norms loses recognition and may not continue to function; the letter demands closure.
  • Right to education: in a remote hamlet closure means no school at all, so the State itself breaches Article 21A and its own neighbourhood-school duty.
  • Uniform norms, unequal places: land, room and playground standards written for towns fail hamlets; Aristotle called equity the correction of law 'defective owing to its universality'.

The full answer goes on to cover

  1. How the administrator should strike the balance
  2. What I would do as the district education officer

With 1 table, 1 flowchart you can reproduce in the exam.

Read the full model answer (362 words) →

Prepared by Minimalist IAS to the answer standard of Shivam Singh (mentor, 7 years) · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

Q5(b) 10 marks · 150 words · answered on its own

In international relations, ethical considerations are often subjugated to the strategic interests of nation-states. Discuss this from an ethical perspective.

🧭 How to think about this question · directive: “discuss (from an ethical perspective)”

Decode the demand

  • Directive 'discuss from an ethical perspective': more than one lens, each giving a verdict, and your own balanced position at the end.
  • The claim in one line: states put strategic interest above morality; you must show how this happens, why, and whether it is justified.
  • Three things to answer: the pattern and the realist's reasons; the ethical verdict through duty, consequences and critics like Tagore; where interest and ethics converge.
  • The trap: moralising against all states or surrendering to realism. The examiner wants the realist given his due and then bounded by moral limits.

Think in a structure

  • Open with the Melian Dialogue, the classic statement of power over right, and turn it into a question: nature or choice?
  • Heading 1: how and why interest prevails, points with real patterns (arms, allies, vaccines, climate) and realism's logic from Morgenthau and Kautilya.
  • Heading 2: the ethical verdict, a table of lenses, then Kant, Tagore, Rawls and long-term prudence.
  • End with India's way forward in a hub: Article 51, humanitarian action, restraint, honest means; close on Vasudhaiva Kutumbakam as the resolved paradox.
Facts checked at source (4)· open
  • Thucydides, the Melian Dialogue: the Athenians tell the Melians that right is in question only between equals in power, while the strong do what they can and the weak suffer what they must.History of the Peloponnesian War, Book V (trans. Richard Crawley) — The Internet Classics Archive, MIT ↗“right, as the world goes, is only in question between equals in power, while the strong do what they can and the weak suffer what they must.”
  • Tagore, Nationalism (1917): government by the Nation, the organized self-interest of a whole people, where it is least human and least spiritual.Rabindranath Tagore, Nationalism (Macmillan, 1917), 'Nationalism in the West' — Project Gutenberg ↗“but of government by the Nation—the Nation which is the organized self-interest of a whole people, where it is least human and least spiritual.”
  • Article 51 (Directive Principles): the State shall endeavour to promote international peace, maintain just and honourable relations between nations, and foster respect for international law and treaty obligations.Constitution of India (as on 2023) — Legislative Department, Ministry of Law and Justice ↗“51. Promotion of international peace and security.—The State shall endeavour to— (a) promote international peace and security; (b) maintain just and honourable relations between nations; (c) foster respect for international law and treaty obligations in the dealings of organised peoples with one another;”
  • Operation Dost (February 2023): India's search-and-rescue and medical assistance after the 6 February 2023 earthquake in Türkiye and Syria.Operation Dost — Embassy of India, Baku, press release, 8 February 2023 ↗“Following the massive earthquake that struck Türkiye and Syria on 6 February 2023, Prime Minister of India Mr. Narendra Modi had directed that all possible assistance be extended to the affected people. In pursuance of this, Operation Dost was launched to provide necessary support in terms of search and rescue (SAR) efforts as well as medical assistance.”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 394words · Minimalist IAS

Thucydides records the Athenians telling the Melians that 'the strong do what they can and the weak suffer what they must'. Realists still read world politics this way; ethics asks whether that is a law of nature or a choice states make.

How and why ethics yields to strategic interest

  • Anarchy and survival: with no world government, each state is trustee of its citizens' security; realism (Morgenthau) makes prudence the first virtue.
  • Kautilya's Mandala: neighbours as natural rivals and alliances as instruments show how old the logic of interest is.
  • Patterns of subordination: arms sold to abusive regimes, silence on allies' atrocities, vaccine nationalism and climate free-riding.
  • Double standards: human rights invoked against rivals and forgotten for friends corrode the credibility of the norm itself.

The full answer goes on to cover

  1. The ethical verdict on interest over ethics
  2. Way forward: interest pursued within moral limits

With 1 table, 1 diagram you can reproduce in the exam.

Read the full model answer (394 words) →

Prepared by Minimalist IAS to the answer standard of Shivam Singh (mentor, 7 years) · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q6 (Section A)

2 parts · 10 marks and 150 words each Foundational values for civil service

Q6(a) 10 marks · 150 words · answered on its own

On the request of his Personal Assistant (PA), the District Magistrate (DM) stops the transfer of a schoolteacher who takes private tuition for his daughter diagnosed with learning disability. In this context, discuss the aspects of empathy versus compliance with rules.

🧭 How to think about this question · directive: “discuss (the aspects of empathy versus compliance with rules)”

Decode the demand

  • Directive 'discuss': weigh two values UPSC has already named, empathy and compliance, and reach a view; neither side may be dismissed.
  • The act in one line: a DM blocks a lawful transfer because his own PA's child is tutored by the teacher. Every point must return to this.
  • Three things to answer: what empathy legitimately claims here, which rules the decision bends (merit, conflict of interest, tuition bar, oral pressure), and how the child can be helped lawfully.
  • The trap: calling the DM either heartless or kind. The examiner wants you to separate the child's need (real) from the route chosen (favour).

Think in a structure

  • Open with Adam Smith's impartial spectator: a feeling counts only if a stranger would share it; this frames the whole answer.
  • One heading per side, each point an ethical keyword plus a thinker or rule; keep the verified rules (AIS Conduct Rules, RTE Section 28, T.S.R. Subramanian) on the compliance side.
  • Visuals: a table contrasting basis and risk of each value; a flowchart of the fair route a DM can follow.
  • End from the DM's seat: hardship clause for all, lawful support for the child, reasons on record; close on impartial empathy, not on blame.
Facts checked at source (5)· open

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 388words · Minimalist IAS

Adam Smith grounded morality in sympathy, yet held a feeling worthy of approval only if an impartial spectator would share it. Judged so, is the DM's kindness to his PA empathy in office, or favour?

AspectEmpathyCompliance with rules
BasisThe child's real needFair, rule-based transfers
RiskFavouritism, bad precedentRigidity, indifference

The empathy aspect

  • Compassion for a real need: a child with a learning disability needs continuity with a tutor who understands her; a mid-year transfer hurts her most.
    • Specific Learning Disability was added for the first time as a specified disability by the Rights of Persons with Disabilities Act, 2016.
  • Care ethics (Gilligan): morality begins in attention to the concrete person before us; a DM unmoved by the child fails as a human being.
  • Gandhi's talisman: recall the weakest face and ask if the step helps; the daughter is weak, but so are pupils losing their teacher.

The full answer goes on to cover

  1. The compliance aspect
  2. What I would do as the DM

With 1 flowchart you can reproduce in the exam.

Read the full model answer (388 words) →

Prepared by Minimalist IAS to the answer standard of Shivam Singh (mentor, 7 years) · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

Q6(b) 10 marks · 150 words · answered on its own

Some moral philosophers argue that spending some of your resources—without significantly affecting your financial stability—to help other people who badly suffer is our moral duty and not merely a matter of charity. Justify this claim by explaining the distinction between duty and charity.

🧭 How to think about this question · directive: “justify (by explaining the distinction between duty and charity)”

Decode the demand

  • Directive 'justify': argue for the claim, not merely describe it; but UPSC tells you the method, 'by explaining the distinction between duty and charity', so the distinction comes first.
  • The claim in one line: helping those who badly suffer, when it costs us nothing significant, is owed, not optional.
  • Two things to answer: what separates a duty from charity, and why this kind of help falls on the duty side.
  • The trap: writing an essay on kindness. The examiner wants the philosophical machinery: supererogation, Singer's principle, the drowning child, the cost condition.

Think in a structure

  • Open with Singer in 1971 and his conclusion that the line between duty and charity is drawn in the wrong place.
  • First heading, the distinction: a table (nature, if omitted, rests on) plus Kant's perfect and imperfect duties and Urmson's supererogation.
  • Second heading, the justification: a hub of the conditions that make aid a duty, then Singer, the pond, proportionality, Aquinas, Indian thought, and CSR law as proof the idea has entered statute.
  • End positively: what the claim asks of a citizen and an officer, then Gandhi's trusteeship as the anchor that resolves the paradox.
Facts checked at source (5)· open

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 414words · Minimalist IAS

Writing in November 1971, as people died in East Bengal for lack of food, shelter and medical care, Peter Singer argued in Famine, Affluence, and Morality that 'the traditional distinction between duty and charity cannot be drawn' where we usually draw it. The question's claim is his conclusion in its modest form.

The distinction between duty and charity

AspectDutyCharity
NatureOwed, obligatorySupererogatory, optional
If omittedWrong, blameworthyNot wrong
Rests onThe sufferer's claimThe giver's goodwill
  • Perfect and imperfect duties (Kant): justice binds strictly and can be demanded; beneficence he called an imperfect duty, leaving when and how to us.
  • Supererogation (Urmson): charity is praised when done, not blamed when omitted; a duty is blamed when omitted.
  • Where the line falls: the philosophers do not deny charity exists; they say rescuing the badly suffering at little cost sits on the duty side.

The full answer goes on to cover

  1. Why the claim is justified
  2. What the claim asks of a citizen and an officer

With 1 diagram you can reproduce in the exam.

Read the full model answer (414 words) →

Prepared by Minimalist IAS to the answer standard of Shivam Singh (mentor, 7 years) · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q7 (Section B)

20 marks · 250 words Case studies X-Ray · Core #3

Lata, a mother of two children, was admitted to a hospital for acute abdominal pain. Her sister-in-law, Sujatha, accompanied her. Dr. Mansi examined Lata and recommended a diagnostic laparoscopy. Lata’s consent was taken to conduct the medical procedure under general anesthesia.

During the laparoscopy, Dr. Mansi’s team discovered a tumor in Lata’s uterus. A closer examination suggested that the tumor could be malignant.

One option before Dr. Mansi was to extract a sample for biopsy. In that case, if the tumor was malignant, Lata would have to undergo another surgery for removal of the uterus. An alternative was to remove the uterus immediately. Dr. Mansi had to take a quick decision.

As Lata was under general anesthesia, Dr. Mansi explained the situation to Sujatha. Sujatha agreed with Dr. Mansi’s recommendations for a hysterectomy, wherein Lata’s uterus would be removed to avoid the risk and pain of undergoing another surgery. Dr. Mansi removed Lata’s uterus after receiving Sujatha’s consent in writing. Lata was informed of this the next day. She was very upset and felt betrayed as she had not consented to the removal of her uterus.

Lata complained to the police who tried to convince her that Dr. Mansi had acted with good intention to help a patient. Sujatha was of the same opinion, however Lata was not convinced and decided to approach the court.

(a) Discuss the ethical issues involved in this case. (b) Discuss the moral conduct of the doctor in this situation.

🧭 How to think about this question · directive: “discuss”

Decode the demand

  • Two directives, both 'discuss': (a) the ethical issues in the case, several dimensions with reasons; (b) the moral conduct of Dr. Mansi, both sides and a verdict. Each gets its own heading.
  • The act in one line: a uterus removed during a diagnostic procedure on a relative's signature, without the patient's consent. Every point must return to this.
  • Three things to answer: which values collided, how far the doctor's intent redeems her act, and what right conduct looks like now.
  • The trap: writing only 'autonomy v. beneficence' and calling her a villain or a hero. The examiner wants the Kohli test applied: was there an emergency, and could she have waited?

Think in a structure

  • Open with the value conflict and Samira Kohli (2008), which is almost this case; a hub of stakeholders shows who is affected.
  • (a) in dimensions: autonomy, consent v. proxy, convenience, paternalism, gender dignity, police accountability; each point carries an ethical keyword, a reason and a thinker or ruling.
  • (b) as a table of her two options, then points for her, against her, and a verdict; end with what she and the hospital should do, so the answer closes on repair, with Cardozo's dictum as the anchor.
Facts checked at source (9)· open
  • Samira Kohli (2008): consent for a diagnostic procedure is not consent for treatment, and the benefit of an unauthorised additional surgery is no defence.Samira Kohli vs Dr. Prabha Manchanda & Anr, Supreme Court, 16 January 2008 — Indian Kanoon ↗“Consent given only for a diagnostic procedure, cannot be considered as consent for therapeutic treatment. The fact that the unauthorized additional surgery is beneficial to the patient, or that it would save considerable time and expense to the patient, or would relieve the patient from pain and suffering in future, are not grounds of defence”
  • Samira Kohli (2008): the only exception is an unauthorised procedure needed to save life or preserve health where it would be unreasonable to wait for the patient to regain consciousness and decide.Samira Kohli vs Dr. Prabha Manchanda & Anr, Supreme Court, 16 January 2008 — Indian Kanoon ↗“The only exception to this rule is where the additional procedure though unauthorized, is necessary in order to save the life or preserve the health of the patient and it would be unreasonable to delay such unauthorized procedure until patient regains consciousness and takes a decision.”
  • Lalita Kumari v. Govt. of U.P. (12 November 2013): registration of an FIR is mandatory when the information discloses a cognizable offence.Lalita Kumari vs Govt. of U.P. & Ors, Supreme Court (Constitution Bench), 12 November 2013 — Indian Kanoon ↗“i) Registration of FIR is mandatory under Section 154 of the Code, if the information discloses commission of a cognizable offence and no preliminary inquiry is permissible in such a situation.”
  • Lalita Kumari (2013): medical negligence cases are among the categories where a preliminary inquiry may be made before registering an FIR.Lalita Kumari vs Govt. of U.P. & Ors, Supreme Court (Constitution Bench), 12 November 2013 — Indian Kanoon ↗“The category of cases in which preliminary inquiry may be made are as under: a) Matrimonial disputes/ family disputes b) Commercial offences c) Medical negligence cases d) Corruption cases”
  • Kant's Humanity Formula: never treat humanity, in oneself or in others, as a means only but always as an end in itself.Kant's Moral Philosophy — Stanford Encyclopedia of Philosophy ↗“This formulation states that we should never act in such a way that we treat humanity, whether in ourselves or in others, as a means only but always as an end in itself.”
  • Samira Kohli (2008), para 45: when the patient is a competent adult, no one else can consent on her behalf; with no emergency and only a diagnostic procedure under way, the doctor should have waited for her to regain consciousness.Samira Kohli vs Dr. Prabha Manchanda & Anr, Supreme Court, 16 January 2008 — Indian Kanoon ↗“When a patient is a competent adult, there is no question of someone else giving consent on her behalf. There was no medical emergency during surgery. The appellant was only temporarily unconscious, undergoing only a diagnostic procedure by way of laparoscopy. The respondent ought to have waited till the appellant regained consciousness”
  • Samira Kohli (2008): sparing the patient the pain and cost of a second operation does not justify removing an organ without consent; what matters is the inviolable nature of the patient's right over her body.Samira Kohli vs Dr. Prabha Manchanda & Anr, Supreme Court, 16 January 2008 — Indian Kanoon ↗“would save the patient from the pain and cost of a second operation. Howsoever practical or convenient the reasons may be, they are not relevant. What is relevant and of importance is the inviolable nature of the patient's right in regard to his body and his right to decide whether he should undergo the particular treatment or surgery or not.”
  • Samira Kohli (2008) traces the consent principle to Justice Cardozo's statement in Schloendorff v. Society of New York Hospital (1914): every adult of sound mind has a right to determine what should be done with his body.Samira Kohli vs Dr. Prabha Manchanda & Anr, Supreme Court, 16 January 2008 — Indian Kanoon ↗“classic statement by Justice Cardozo in Schoendorff vs. Society of New York Hospital - (1914) 211 NY 125 : 'Every human being of adult years and sound mind has a right to determine what should be done with his body; and a surgeon who performs the operation without his patient's consent, commits an assault for which he is liable in damages."”
  • Outcome in Samira Kohli (2008): the doctor was denied her entire fee and ordered to pay Rs 25,000 compensation for the unauthorised surgery, although the patient would probably have needed that treatment in the end.Samira Kohli vs Dr. Prabha Manchanda & Anr, Supreme Court, 16 January 2008 — Indian Kanoon ↗“Even assuming that AH-BSO surgery was not immediately required, there was a reasonable certainty that she would have ultimately required the said treatment for a complete cure. On the facts and circumstances, we consider that interests of justice would be served if the respondent is denied the entire fee charged for the surgery and in addition, directed to pay Rs.25,000 as compensation for the unauthorized AH-BSO surgery to the appellant.”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 600words · Minimalist IAS

Autonomy versus beneficence is the crux: a surgeon's well-meant judgement overrode a woman's right to decide what is done to her body. On almost identical facts, the Supreme Court held in Samira Kohli v. Prabha Manchanda (2008) that consent for diagnosis is not consent for treatment, and this case shows why.

Lata and herchildrenDr. Mansi's teamSujathahospitalpolicecourtsLata's uterus

Lata's uterus: Lata and her children; Dr. Mansi's team; Sujatha; hospital; police; courts

(a) Ethical issues involved in the case

  • Autonomy v. beneficence: a hysterectomy is irreversible and ends reproductive choice; only Lata could authorise it, whatever its medical merit.
    • Kohli (2008): a patient's right over her body is inviolable; the convenience of a single surgery is not relevant.
  • Informed consent v. proxy consent: a relative cannot consent for an adult who is only temporarily unconscious; Sujatha's signature carried love, not authority.
    • Kohli, para 45: for a competent adult there is no question of someone else consenting; the doctor should have waited for consciousness.
  • Convenience v. consent: sparing a second operation is a consequentialist shortcut; the only exception is danger to life or health where waiting is unreasonable.
  • Paternalism v. partnership: Mill's harm principle allows power over a competent adult only to prevent harm to others; a self-regarding choice was hers alone.
  • Dignity and gender justice: others decided the fate of a woman's reproductive organ; Puttaswamy (2017) reads bodily autonomy into Article 21.
  • Accountability of the police: dissuading a complainant is not their role; under Lalita Kumari (2013) they must register or inquire.
    • Lalita Kumari lists medical negligence among cases where a preliminary inquiry may precede an FIR, not where complaints may be talked away.

The full answer goes on to cover

  1. (b) Moral conduct of Dr. Mansi in this situation
  2. What Dr. Mansi and the hospital should do now

With 1 table, 1 flowchart you can reproduce in the exam.

Read the full model answer (600 words) →

Prepared by Minimalist IAS to the answer standard of Shivam Singh (mentor, 7 years) · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q8 (Section B)

20 marks · 250 words Case studies X-Ray · Core #65

Ravi is a senior police officer with vast experience in riot control and cyber-policing. Since one year, he has been the Superintendent of Police (SP) of a district with a history of frequent rioting.

Last year, Ravi had sought installation of an AI enabled software for predictive policing. This system has been operational for approximately six months. This new system employs advanced algorithms for capturing the biometric data of persons in a crowd and swiftly relating it to a data library. This has enabled the police to identify the persons involved in various crimes.

The system has identified an immigrant and low-income neighbourhood as a centre for gang violence and drug trafficking. Aided by this AI analysis, the local police has focused its patrolling, preventive detentions and establishing checkposts. Consequently, public order and law enforcement has visibly improved.

Last week, some community leaders, civil rights lawyers and human rights activists visited Ravi’s office. They submitted a memorandum that the new system is faulty as it is based on incorrect historical data caused by social biases and discriminatory policing. The memorandum also alleges that the increased surveillance has created a climate of tension amongst residents. This feeling is aggravated by the fact that the residents are not aware of the data noted against their names.

(a) What are the ethical issues including biases involved in the use of AI in data-driven policing? (b) Place yourself in Ravi’s role and discuss the alternatives available. Justify the action that optimises compliance with ethics.

🧭 How to think about this question · directive: “what / discuss / justify”

Decode the demand

  • Three directives: part (a) asks 'what' are the ethical issues and biases in AI-driven policing, a listing with reasons; part (b) asks you to 'discuss' Ravi's alternatives and then 'justify' the one that best satisfies ethics.
  • The dilemma in one line: public order has visibly improved, but the tool may be punishing a poor, immigrant locality for where the police looked in the past, not for what its residents did.
  • The trap: either defending the system because it works, or scrapping it because activists object. The examiner wants a middle course built on verification, audit, transparency and community trust.
  • Your seat: you are the SP who asked for the system; your ethics include owning its flaws, not defending your decision.

Think in a structure

  • Open with what predictive policing is and the paradox of order gained and fairness lost; a stakeholder hub shows you see every interest.
  • Part (a): six crisp points, each led by an ethical keyword (equality, privacy, due process, dignity, accountability) and anchored in a rule or thinker: Articles 14 and 15, Puttaswamy, Kant, Nolan, with NITI, NIST and the EU as evidence.
  • Part (b): an options table with merits and demerits, then first-person measures sequenced by time, and a 'why' point that names the ethical tests the chosen course passes.
  • End positively: long-term safeguards any SP can propose, then a constitutional-morality anchor from Ambedkar.
Facts checked at source (7)· open
  • MeitY lists bias, discrimination, exclusion and lack of transparency among the risks the AI governance guidelines seek to address.PIB — MeitY on India AI Governance Guidelines (19 December 2025) ↗“Some of these include bias, discrimination, unfair outcomes, exclusion, and lack of transparency.”
  • NITI Aayog, Responsible AI (2021), Principle of Inclusivity and Non-discrimination: AI should not deepen historic and social divisions based on religion, race, caste, sex, descent, place of birth or residence.Responsible AI #AIForAll: Approach Document for India, Part 1 — NITI Aayog, February 2021 ↗“Principle of Inclusivity and Non-discrimination: AI systems should not deny opportunity to a qualified person on the basis of their identity. It should not deepen the harmful historic and social divisions based on religion, race, caste, sex, descent, place of birth or residence in matters of education, employment, access to public spaces, etc.”
  • EU AI Act: real-time and remote biometric identification, such as facial recognition in public spaces, is among banned AI applications, with limited exceptions for law enforcement.EU AI Act: first regulation on artificial intelligence — European Parliament ↗“Banned AI applications in the EU include: Cognitive behavioural manipulation of people or specific vulnerable groups: for example voice-activated toys that encourage dangerous behaviour in children Social scoring AI: classifying people based on behaviour, socio-economic status or personal characteristics Biometric identification and categorisation of people Real-time and remote biometric identification systems, such as facial recognition in public spaces Some exceptions may be allowed for law enforcement purposes.”
  • Kant's Humanity Formula: never treat humanity, in oneself or in others, as a means only but always as an end in itself.Kant's Moral Philosophy — Stanford Encyclopedia of Philosophy ↗“This formulation states that we should never act in such a way that we treat humanity, whether in ourselves or in others, as a means only but always as an end in itself.”
  • NIST (US), December 2019: the majority of face recognition algorithms exhibit demographic differentials, i.e. their ability to match two images of the same person varies from one demographic group to another (FRVT Part 3, NISTIR 8280).NIST Study Evaluates Effects of Race, Age, Sex on Face Recognition Software, National Institute of Standards and Technology, 19 December 2019 ↗“the majority of face recognition algorithms exhibit demographic differentials. A differential means that an algorithm’s ability to match two images of the same person varies from one demographic group to another.”
  • DPDP Act, 2023, Section 17(1)(c): Chapter III (rights and duties of data principals) does not apply where personal data is processed for the prevention, detection, investigation or prosecution of any offence.The Digital Personal Data Protection Act, 2023 (No. 22 of 2023), Ministry of Electronics and Information Technology ↗“17. (1) The provisions of Chapter II, except sub-sections (1) and (5) of section 8, and those of Chapter III and section 16 shall not apply where— … (c) personal data is processed in the interest of prevention, detection, investigation or prosecution of any offence or contravention of any law for the time being in force in India;”
  • Rawls: the veil of ignorance keeps arbitrary facts about citizens out of the choice of principles of justice; a citizen's race, class or gender is no reason for social institutions to favour or disfavour her.John Rawls, Stanford Encyclopedia of Philosophy ↗“The most striking feature of the original position is the veil of ignorance, which prevents arbitrary facts about citizens from influencing the agreement among their representatives. As we have seen, Rawls holds that the fact that a citizen is of a certain race, class, and gender is no reason for social institutions to favor or disfavor her.”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 574words · Minimalist IAS

Predictive policing forecasts crime from past records. In Ravi's district the system has visibly improved order, yet it has marked an immigrant, low-income locality as suspect; trained on arrest data, it learns where the police looked, not where crime is. That tension frames both parts.

residents (dignity,privacy, equality)victims of gangcrime (safety)Ravi's force(legitimacy,discipline)community leadersand rights groups(accountability)the vendor(liability)Stakeholders

Stakeholders: residents (dignity, privacy, equality); victims of gang crime (safety); Ravi's force (legitimacy, discipline); community leaders and rights groups (accountability); the vendor (liability)

(a) Ethical issues, including biases, in AI-driven policing

  • Feedback-loop bias: skewed historical data sends more patrols to one area; their fresh records confirm the pattern, offending Articles 14 and 15.
    • NITI Aayog's Responsible AI (2021): AI should not deepen historic divisions based on religion, race, caste, descent, place of birth or residence.
  • Technical bias: matching accuracy differs across groups, so false matches and wrongful detentions fall unevenly on minorities.
    • NIST (2019): most face-recognition algorithms show demographic differentials in matching two images of the same person.
  • Privacy and proportionality: mass crowd biometrics without a statute fail Puttaswamy's tests of legality, legitimate aim and proportionality.
    • EU AI Act bans real-time remote biometric identification in public spaces, with narrow law-enforcement exceptions.
  • Opacity and due process: residents cannot see or contest their records; natural justice is denied and preventive detention rests on an unexplained score.
  • Dignity: treating a whole locality as a risk profile treats people as means, not ends, which Kant's humanity formula forbids.
  • Automation bias and accountability: officers defer to the screen, yet accountability for liberty lies with the officer, not the algorithm (Nolan principles).
    • MeitY's India AI Governance Guidelines (2025) list bias, discrimination, exclusion and lack of transparency as risks to be addressed.

The full answer goes on to cover

  1. (b) Alternatives before me as SP
  2. (b) The action I would take and why it optimises ethics
  3. Long-term safeguards

With 1 table you can reproduce in the exam.

Read the full model answer (574 words) →

Prepared by Minimalist IAS to the answer standard of Shivam Singh (mentor, 7 years) · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q9 (Section B)

20 marks · 250 words Case studies X-Ray · Core #7

Seema is a senior bureaucrat with a reputation of honesty and professional efficiency. She has recently been posted as the District Collector (DC) to Surinder Nagar, where a large industrial area is being established.

The new industrial area had caused many farmers to submit applications for change of land use (CLU) to convert their farmlands into residential areas. There is an unusually large backlog of these applications awaiting processing. Seema noticed that some applications had been approved selectively with no visible chronological pattern. The case files showed a few complaints of some approvals being subject to receipt of large bribes from the applicants.

On further fact-finding, Seema realized that a small group of touts was controlling this illegal activity through some subordinate officials in the Collectorate. This had created a fear in the other employees who were reluctant to process any application. The resultant backlog has been piling up thereby hindering local economic progress and causing public dissatisfaction.

Seema was faced with a major moral and administrative challenge of dismantling this corruption network without hampering daily administrative operations. An aggressive internal investigation would result in institutional resistance and, possibly, a backlash from labour unions. Conversely, ignoring this situation would encourage the wrongdoers and unnecessarily continue this avoidable harassment to the populace.

(a) What are the ethical issues involved in this case? (b) Discuss the options open to Seema. Identify the recommended option and justify it.

🧭 How to think about this question · directive: “what / discuss / identify”

Decode the demand

  • Two directives, three tasks: 'what are the ethical issues' asks for named value conflicts; 'discuss the options' asks for each course with merits and demerits; 'identify and justify' asks for one choice defended by principle, not preference.
  • The dilemma in one line: a bribe racket in change-of-land-use (CLU) files must be dismantled without paralysing the office farmers depend on. Every option must be tested against both halves.
  • Your seat: you are the new Collector with a clean reputation, lawful powers over staff, and a duty to citizens; write as the decision-maker, not a commentator.
  • The trap: calling the probe 'aggressive' and choosing silence, or ordering mass suspensions. The examiner wants a calibrated, lawful sequence that punishes the guilty and protects the honest.

Think in a structure

  • Open by naming the two values in collision, probity and continuity of service, and the fact that touts now hold the Collector's discretion.
  • Stakeholders as a hub, then (a) as six value-pairs, each with a thinker or rule; (b) as an options table, then a flowchart of the recommended sequence with justification.
  • End from the Collector's chair: long-term measures with a real state model, then close on an insight the answer has earned, here Kautilya's honey resolved by removing the honey.
Facts checked at source (6)· open

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 648words · Minimalist IAS

Probity is integrity visible in action; continuity of service is the citizen's daily right. In Surinder Nagar the two seem opposed: touts decide whose file moves, honest staff freeze, farmers wait. Seema must break the racket without breaking the office.

Stakeholders and what is at stake

farmers awaitingCLUhonest but fearfulstaffcompromised staffand toutslabour unionsinvestors and localeconomypublic trust in theCollectorateSeema's decision

Seema's decision: farmers awaiting CLU; honest but fearful staff; compromised staff and touts; labour unions; investors and local economy; public trust in the Collectorate

The full answer goes on to cover

  1. (a) Ethical issues involved
  2. (b) Options open to Seema
  3. (b) Recommended option: calibrated reform with targeted action
  4. What I would do as the District Collector in the longer run

With 1 table, 1 flowchart you can reproduce in the exam.

Read the full model answer (648 words) →

Prepared by Minimalist IAS to the answer standard of Shivam Singh (mentor, 7 years) · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q10 (Section B)

20 marks · 250 words Case studies X-Ray · Core #11

Vikas is a government officer with over a decade of service in public administration. He has recently moved as the District Collector (DC) of Nainipura, a remote hilly district bordering a forest. Due to Nainipura’s low levels of economic development, one of his major duties is to ensure proper functioning of the public distribution system (PDS) amongst the economically weaker sections (EWS).

During his on-site visits, Vikas was apprised of a typical administrative challenge in operating the PDS. To prevent leakages, all distributors were required to carry out real-time biometric identification of the beneficiaries, whose fingerprints were tallied with identity card records. This was creating problems as the operating system sometimes rejected fingerprint matching in the cases of growing children, manual labourers and senior citizens. The problem was further compounded in periods of low WiFi connectivity. The distributors, in such cases, resorted to personal discretion when they could identify the recipient.

Vikas had to address this problem on priority. Strictly adhering to government regulations would ensure fiscal probity but would greatly trouble the proposed beneficiary, i.e., EWS. It may even impinge on their fundamental right to life as per Article 21 of the Constitution. Conversely, leaving the resolution solely to the discretion of the distributors could lead to misuse and leakages.

(a) What are the options open to Vikas? How should he balance fiscal probity with empathy towards the designated beneficiaries? (b) Discuss the ethics of using technology as a gatekeeper for welfare schemes.

🧭 How to think about this question · directive: “what / how / discuss”

Decode the demand

  • Three directives: 'what options' (list and weigh them), 'how should he balance' (a reasoned course with values), 'discuss the ethics' (both sides of technology as gatekeeper, then a principle).
  • The issue in one line: a biometric check built to stop leakage is turning away children, labourers and the elderly; dealer discretion is the unsafe fix.
  • The trap: choosing probity or empathy. The examiner wants a design that keeps both, with legal backing (NFSA, Aadhaar Act, the 2018 judgment) for every step.
  • Your seat: District Collector with a decade of service; write orders you could actually issue tomorrow.

Think in a structure

  • Open with both values defined in one line each, then the NFSA entitlement that makes grain a right, not charity.
  • Options as a table with merits and demerits, then a one-line verdict; balance as points that pair a fact on leakage with a fact on exclusion, then the lawful fallback hierarchy drawn as a flowchart.
  • Part (b) in dimensions: accountability, distributive justice, dignity, digital divide, privacy; a thinker inside each point; end with a design test, Gandhi's talisman.
  • Close from the Collector's seat with measures anchored in the NFSA's own sections, then a constitutional anchor.
Facts checked at source (10)· open

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 650words · Minimalist IAS

Fiscal probity guards the taxpayer's rupee; empathy guards the hungry citizen's plate. The National Food Security Act, 2013 makes subsidised grain a legal entitlement for up to 75% of rural people, so Vikas must design a system where a failed fingerprint never becomes a failed meal.

Stakeholders and the dilemma

  • Stakeholders: children, labourers and the elderly (food, dignity); ration dealers (discretion, margins); the State (legality, leakage); taxpayers (probity).
  • The dilemma: Kant's duty to follow the rule meets Mill's concern for consequences, and both meet Article 21 at the ration counter.

The full answer goes on to cover

  1. (a) Options open to Vikas
  2. (a) Balancing fiscal probity with empathy
  3. (b) Ethics of technology as a gatekeeper for welfare
  4. What I would do as District Collector

With 1 table, 1 flowchart you can reproduce in the exam.

Read the full model answer (650 words) →

Prepared by Minimalist IAS to the answer standard of Shivam Singh (mentor, 7 years) · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q11 (Section B)

20 marks · 250 words Case studies X-Ray · Core #10

Rajapuram is a border district. Jhara and Biru, its two major communities are in continual conflict with each other. The social fabric is fractured and demands mending.

Ethnic tensions between the two communities have erupted into violence resulting in a large number of deaths. The stated causes are conflicting land claims, uneven resource allocation and inadequate political representation in government bodies. Separate relief camps had to be created for the two communities. The situation is volatile and appears to be getting out of control.

Rajan has been appointed the District Magistrate (DM) of Rajapuram and tasked to quickly get the situation under control. His immediate tasks include restoring administrative authority, reopening the highway and initiating peace talks. On taking over his appointment, Rajan realized that the inter-community rivalry had even seeped into the local administration and police. With functional neutrality being the immediate casualty, it had made both communities distrustful of the government. The neighbouring country could utilize the opportunity to spur insurgent activity and further aggravate the situation. Rajan favoured a controlled approach starting with opening the highway to restore food and medical supplies. He toyed with the idea of requisitioning CRPF units to help restore administrative control.

(a) Discuss the ethical issues that need to be addressed in this case. (b) What are the options open to Rajan? Which option would ensure protection of his non-partisan image without compromising ethics?

🧭 How to think about this question · directive: “discuss / what / which”

Decode the demand

  • Two sub-parts, three directives: 'discuss' the ethical issues; 'what' options exist; 'which' option keeps Rajan visibly non-partisan without compromising ethics. Each needs its own heading.
  • The case in one line: an ethnic riot where the referee (administration and police) has joined a team, with a hostile border waiting to exploit delay.
  • Your seat: you are the District Magistrate, so every option must be something a DM can lawfully order on day one.
  • The trap: a long list of problems with no verdict, or choosing 'dialogue' while people in camps run out of food. The examiner wants life secured first, then trust rebuilt.

Think in a structure

  • Open with the tension (order v. impartiality) and the Ambedkar line on the constable; it fits because the constable here has taken sides.
  • Stakeholders as a hub, then (a) issues as value conflicts: each point names an ethical keyword, the reason, and a thinker or rule; one verified sub-point.
  • (b) options as a table (merits v. demerits), then the chosen option as concrete DM actions, each tied to a value, ending with why it guards his image (Conduct Rules).
  • Close with a sequence flowchart and the political settlement (Bodo Accord), returning to Ambedkar's constable as the anchor.
Facts checked at source (5)· open
  • Ambedkar, 25 November 1949: without fraternity, liberty and equality could not become a natural course of things and would need a constable to enforce them.Constituent Assembly Debates, 25 November 1949 (Dr B. R. Ambedkar) — constitutionofindia.net ↗“Without fraternity, liberty equality could not become a natural course of things. It would require a constable to enforce them.”
  • Article 355: it is the duty of the Union to protect every State against external aggression and internal disturbance.Constitution of India (as on 2023) — Legislative Department, Ministry of Law and Justice ↗“355. Duty of the Union to protect States against external aggression and internal disturbance.—It shall be the duty of the Union to protect every State against external aggression and internal disturbance and to ensure that the Government of every State is carried on in accordance with the provisions of this Constitution.”
  • MHA Guidelines on Communal Harmony (revised, 23 June 2008), para 4.4: officials of proven integrity, efficiency, impartiality and non-partisan outlook should be posted in communally sensitive and riot-prone areas.Guidelines on Communal Harmony — Ministry of Home Affairs (revised guidelines sent to States, 23 June 2008) ↗“4.4 In communally sensitive and riot prone areas police and administrative officials of proven integrity, efficiency, impartiality and non-partisan outlook should be posted.”
  • Bodo Accord (27 January 2020): signed by the Government of India, Assam and Bodo groups; a Rs 1,500 crore development package; 1,615 workers of NDFB factions laid down arms.Peace accords in the North East — PIB backgrounder, Ministry of Home Affairs, March 2024 ↗“Bodo Accord (2020) The MoU was signed on January 27 , 2020 by the Government of India, the Government of Assam, and representatives of Bodo Groups to resolve the long pending Bodo issue in the presence of Hon’ble Home Minister Shri Amit Shah. A special development package of ₹1500 crore is also provisioned. After this agreement, 1615 workers of NDFB factions laid down their arms.”
  • All India Services (Conduct) Rules, Rule 3: every member shall maintain political neutrality and promote merit, fairness and impartiality.All India Services (Conduct) Rules, 1968 (as amended) — Rule 3, hosted by Tripura High Court (thc.nic.in) ↗“Every member of the Service shall maintain:- (i) high ethical standards, integrity and honesty; (ii) political neutrality; (iii) promoting of the principles of merit, fairness and impartiality in the discharge of duties; (iv) accountability and transparency; (v) responsiveness to the public, particularly to the weaker section;”

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 657words · Minimalist IAS

Rajan faces the oldest dilemma of public order: restore authority fast, or restore trust first. Ambedkar warned the Constituent Assembly that without fraternity, liberty and equality "would require a constable to enforce them"; in Rajapuram the constable himself has taken sides, so neutrality must be rebuilt before order can be enforced.

Jhara and Birudisplaced in twocampspartisan officialsand policeCRPF unitshighway users andtradersthe border and thenationRajan'sstakeholders

Rajan's stakeholders: Jhara and Biru; displaced in two camps; partisan officials and police; CRPF units; highway users and traders; the border and the nation

(a) Ethical issues that need to be addressed

  • Sanctity of life and duty of care: food, medicine and safety in both camps come before authority; Gandhi's talisman asks what each step does for the weakest face.
  • Impartiality v. community affinity: officials serving their own side deny equal protection under Article 14; Nolan's objectivity means decisions on evidence, not kinship.
    • MHA Guidelines on Communal Harmony (2008): riot-prone areas need officials "of proven integrity, efficiency, impartiality and non-partisan outlook".
  • Justice v. peace: victims demand accountability for the deaths, yet mass arrests of one side reignite violence; Rawls' justice as fairness needs a process both sides would accept.
  • Proportionality of force v. dialogue: central forces restore control but may look like one community's occupier; Gandhi held that impure means corrupt the end.
  • Distributive justice: land claims, resource allocation and representation are the root causes; Rawls' difference principle asks that any settlement favour the worse-off group.
  • Public trust as a public good: Kautilya placed the ruler's happiness in the happiness of subjects; a state distrusted by both sides can govern neither.
  • Security and constitutional duty: a hostile neighbour may exploit delay; Article 355 makes protection against internal disturbance a Union duty, so seeking central help is lawful, not weakness.

The full answer goes on to cover

  1. (b) Options open to Rajan
  2. (b) The option that protects his non-partisan image without compromising ethics
  3. What I would do as the District Magistrate: the sequence

With 1 table, 1 flowchart you can reproduce in the exam.

Read the full model answer (657 words) →

Prepared by Minimalist IAS to the answer standard of Shivam Singh (mentor, 7 years) · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

GS Paper IV 2026 · Q12 (Section B)

20 marks · 250 words Case studies X-Ray · Core #11

Ajit has been recently promoted as the Head of the Department of Weapon Sales (DWS) in the Ministry of Defence Production (MDP). His charter of duties includes international sales of weapons produced domestically by MDP.

In two recent wars, MDP weapons have performed admirably, resulting in many countries showing interest in buying them, particularly long-range artillery and missiles. Country A and country B have asked for these weapons. However, production constraints restrict DWS to accept only one purchase order.

Country A is a developing nation with a sound technology base. MDP is planning R&D collaboration with it for the next generation of weapons. It is not part of any security alliance and needs weapons for protection from a troublesome neighbour. It seeks a large acquisition on a long-term loan.

Country B is also a developing nation. Military strength is its priority, with the military budget often ingressing into allocations for human resources and infrastructure development. It is in security alliance with a superpower who has a large military base there and periodically allots it financial grants. It is a member of an economic bloc with which the government is currently negotiating a free trade agreement. It is not a signatory of NPT but possesses smaller nuclear weapons and delivery systems. It supports some guerrilla forces abroad. It has sought a smaller acquisition and is prepared to make some advance payment. It is currently negotiating arms purchases from another nation too.

Ajit discussed this case with his counterparts in the related departments. Therein, the significant economic benefits, employment generation and stronger diplomatic relations arising from this sale were highlighted. It was also emphasized that refusing the deal could result in country B purchasing weapons from some other supplier.

Ajit was aware that in arms sales, due diligence at each stage was pivotal to ensure conformity to national policy and international treaties.

(a) Discuss the options available to Ajit. Which option should he select and why? (b) How can Ajit balance nation’s economic and strategic interests with ethical considerations?

🧭 How to think about this question · directive: “discuss / which / how”

Decode the demand

  • Three directives: 'discuss the options' (lay out every real choice with merits and demerits), 'which option and why' (one clear pick with reasons), 'how can he balance' (a method, not a slogan).
  • The case in one line: one production slot, two buyers; A is a safe, patient partner, B pays fast but carries proliferation, misuse and welfare risks.
  • The trap: writing B off as 'evil' or A as 'perfect'. The examiner wants due diligence: legal regimes India has joined, the risk test, the safeguards that make even the right choice safer.
  • Your seat: Ajit is a department head, not a minister; he recommends through a lawful process and records reasons.

Think in a structure

  • Open with the clash of national interest and global responsibility, anchored in one verified export figure.
  • Stakeholders as a hub, options as a table, then 5–6 one-line reasons for choosing A, each carrying an ethical keyword and a rule or thinker.
  • For (b), give a method: Weber's two ethics, the ATT overriding-risk test, Article 51(c), separating trade from arms, transparency on file.
  • End in the administrator's seat with a flowchart of the process and measures, then a conclusion anchored in the Constitution.
Facts checked at source (8)· open

Question: UPSC's CS (Main) 2026, GS Paper IV — paper ↗. Guidance: Minimalist IAS, checked 8 Nov 2026 (how we verify). ·

Model answer· 592words · Minimalist IAS

Arms sales sit where national interest meets global responsibility: jobs, revenue and diplomacy pull toward the quicker buyer, while due diligence asks where the weapons will finally be used. With India's defence exports at a record ₹38,424 crore in 2025-26, reaching more than 80 countries, Ajit's choice sets a precedent for every future sale.

MDP workers andindustryPeoples of A and BB's targets abroadExport-controlpartners (MTCR)India's future R&DcapabilityAjit's decision

Ajit's decision: MDP workers and industry; Peoples of A and B; B's targets abroad; Export-control partners (MTCR); India's future R&D capability

(a) Options available to Ajit

OptionMeritsDemerits
Sell to ALegitimate defence need; R&D partner; non-aligned, low diversion riskLong-term loan; delayed returns
Sell to BAdvance payment; FTA goodwill; superpower's allyProliferation, guerrilla links, welfare cost to its people
Defer or refuse bothAvoids all riskLoses partner, idles capacity, hands market to rivals
  • Fourth path, phased supply: accept A's order now and offer B a later, smaller tranche of non-missile systems after fresh due diligence.

The full answer goes on to cover

  1. (a) Which option and why: A, with safeguards
  2. (b) Balancing economic and strategic interests with ethics
  3. What I would do as Head of DWS

With 1 flowchart you can reproduce in the exam.

Read the full model answer (592 words) →

Prepared by Minimalist IAS to the answer standard of Shivam Singh (mentor, 7 years) · facts checked against official sources (how we verify) · updated 8 Nov 2026. UPSC publishes no model answers: compare your structure and coverage with this, then write your own.

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