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UPSC Mains 2024 · General Studies Paper IV (Ethics)

UPSC Mains 2024 GS Paper 4 Ethics Questions and Case Studies with Answer Frameworks

All 12 questions of General Studies Paper IV (Ethics), UPSC Mains 2024, held on 22 September 2024, 13 short parts and 6 case studies in all, each with an answer framework that shows what the question asks, a strong opening, the points to cover and a balanced conclusion.

  • 22 September 2024Exam date
  • 12Questions (19 answers)
  • 250Marks
  • 3 hoursTime
GS Paper 4 in other years:202620252024

UPSC Mains 2024 Ethics Question Paper: Questions and Case Studies

GS IV Q1(a)Ethics: Concepts and Thinkers

The application of Artificial Intelligence as a dependable source of input for administrative rational decision-making is a debatable issue. Critically examine the statement from the ethical point of view.

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Critically examine Look at both sides with evidence, then give a reasoned judgement.

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Weigh benefits against ethical risks, and end with AI as an aid to accountable human judgement.

What the question asks

Critically examine, from an ethical point of view, whether Artificial Intelligence can be a dependable input for rational administrative decisions.

A strong opening

Governments increasingly use AI to sort applications, detect fraud, predict risks and target welfare. AI can process far more data than any officer, but a decision about people is also a moral act that needs reasons, fairness and accountability.

Points to cover

Where AI supports ethical administration

  • Consistency and speed: Similar cases are treated alike, and backlogs shrink.
  • Less discretion and corruption: Rule-based screening reduces room for favouritism.
  • Evidence: Patterns in data can reveal needs or fraud that officers would miss.

Ethical concerns

  • Bias: Systems trained on past data can repeat discrimination by caste, gender, region or income.
  • Opacity: 'Black box' models cannot explain why a citizen was refused, which violates the duty to give reasons and natural justice.
  • Accountability: When an algorithm errs, it is unclear who answers for the harm.
  • Privacy and surveillance: Large data collection risks misuse.
  • Loss of empathy: Hard cases need judgement, compassion and context that data cannot capture.

A balanced approach

  • AI as an aid, not the decision-maker: A human officer takes and owns the final decision.
  • Explainable systems, bias audits, published rules, data protection, and a right to appeal to a person.
A balanced conclusion

AI can make administration faster and more consistent, but it cannot carry moral responsibility. It is dependable only as a tool under transparent rules and accountable human judgement.

Study the topic: IndiaAI Mission: India's AI Compute, Foundation Models and Seven Pillars Explained

GS IV Q1(b)Ethics: Concepts and Thinkers

“Ethics encompasses several key dimensions that are crucial in guiding individuals and organizations towards morally responsible behaviour.” Explain the key dimensions of ethics that influence human actions. Discuss how these dimensions shape ethical decision-making in the professional context.

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Explain Say what it is and why or how it happens, step by step.
  • Discuss Cover the main aspects, with arguments on more than one side.

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Name the dimensions, then show them at work in one professional example, such as procurement.

What the question asks

Explain the key dimensions of ethics that influence human actions, and how they shape ethical decision-making at work.

A strong opening

Ethics is the study of what is right and good in human conduct. Several dimensions together guide whether an individual or an organisation acts responsibly.

Points to cover

Key dimensions

  • Personal values and virtues: Honesty, integrity, courage and compassion form character.
  • Duty and rules (deontology): Some actions are right or wrong in themselves, whatever their results.
  • Consequences (utilitarianism): Actions are judged by their effects on the welfare of all affected.
  • Justice and rights: Fairness, equality and respect for the rights of others.
  • Care and relationships: Responsibility towards those who depend on us.
  • Social and professional norms: Laws, codes of conduct and the culture of the organisation.
  • Conscience: The inner voice that judges one's own conduct.

How they shape professional decisions

  • Values set limits that one will not cross, such as refusing a bribe.
  • Rules and codes give consistent guidance; consequences help when rules conflict.
  • Justice ensures decisions do not favour the powerful; care brings empathy for the weak.
  • Example: A procurement officer follows the rules, weighs the public cost, treats all bidders fairly and discloses any conflict of interest.
A balanced conclusion

Ethical decisions draw on character, duty, consequences and fairness together. A professional who weighs all of them acts not only legally but rightly.

GS IV Q2(a)Ethics: Concepts and Thinkers

“It is not enough to talk about peace, one must believe in it; and it is not enough to believe in it, one must act upon it.” In the present context, the major weapon industries of the developed nations are adversely influencing continuation of number of wars for their own self-interest, all around the world. What are the ethical considerations of the powerful nations in today’s international arena to stop continuation of ongoing conflicts?

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Name the ethical issue (profit from war) before listing the considerations for powerful nations.

What the question asks

Discuss the ethical responsibilities of powerful nations, some of whose arms industries profit from war, in ending ongoing conflicts.

A strong opening

The quotation insists that peace requires conviction and action, not only words. When arms exports bring profit and influence, powerful nations face a conflict between self-interest and their moral duty to protect human life.

Points to cover

Ethical issues

  • Profit from suffering: Arms sales that prolong wars treat human lives as a means to economic gain.
  • Double standards: Calling for peace while supplying weapons undermines credibility.
  • Responsibility of the powerful: Greater power carries a greater duty to prevent harm.
  • Civilian harm: Civilians, refugees and children bear much of the suffering of prolonged wars.

Ethical considerations for powerful nations

  • Primacy of human life and dignity over strategic or commercial gain.
  • Respect for international law: The UN Charter's ban on the use of force, international humanitarian law and arms trade controls.
  • Restraint in arms exports to parties in active conflict or with records of abusing civilians.
  • Active diplomacy and mediation, humanitarian aid, and support for post-war rebuilding.
  • Reform of global institutions so that a few powers cannot block action.

India's approach

  • India has called for dialogue and diplomacy in current conflicts and sends humanitarian aid, reflecting the idea of the world as one family (Vasudhaiva Kutumbakam).
A balanced conclusion

Peace demands that powerful nations put human lives above arms profits. Acting on that belief means restraint, diplomacy and fair global institutions.

GS IV Q2(b)Ethics: Concepts and Thinkers

Global warming and climate change are the outcomes of human greed in the name of development, indicating the direction in which extinction of organisms including human beings is heading towards loss of life on Earth. How do you put an end to this to protect life and bring equilibrium between the society and the environment?

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Frame the problem ethically (greed, equity, future generations), then act at every level.

What the question asks

Explain how human greed in the name of development has caused global warming, and how to restore balance between society and the environment.

A strong opening

Climate change is driven by emissions from fossil fuels, deforestation and overconsumption. Much of it reflects wants beyond needs, by rich individuals and countries, at the cost of other species and future generations.

Points to cover

Ethical dimensions of the problem

  • Intergenerational justice: Present consumption harms those not yet born.
  • Equity: The poor and small island nations suffer most but contributed least.
  • Duty to other species: Biodiversity loss threatens ecosystems on which all life depends.
  • Greed versus need: Treating nature only as a resource to exploit.

Ending the damage and restoring balance

  • Individual: Mindful consumption, less waste, saving energy and water, and choosing sustainable products.
  • Society: Environmental education, community conservation of forests and water, and traditional values of respect for nature.
  • Government: Renewable energy, carbon pricing, protection of forests and wetlands, green cities and climate adaptation.
  • Business: Cleaner production, a circular economy and honest environmental reporting.
  • Global: Common but differentiated responsibilities, climate finance and technology transfer to developing countries.
A balanced conclusion

Development that ignores nature destroys its own foundation. Restraint, justice and responsibility can rebuild the balance between society and the environment.

GS IV Q3(a)Ethics: Concepts and Thinkers

Given below are three quotations of great thinkers. What do each of these quotations convey to you in the present context?

  • (a) “Learn everything that is good from others, but bring it in, and in your own way absorb it, do not become others.” – Swami Vivekananda

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Give the meaning in one line, then two present-day applications, one for a civil servant.

What the question asks

Explain what Swami Vivekananda's advice to learn the good from others but absorb it in one's own way conveys today.

A strong opening

Vivekananda urges openness to good ideas from anywhere, combined with the confidence to adapt them to one's own culture and character rather than copying blindly.

Points to cover

Meaning

  • Learning: Every culture, person and tradition has something valuable to teach.
  • Assimilation: Ideas must be digested and made one's own, not imitated.
  • Identity: Self-respect and roots should not be lost in the process.

In the present context

  • Individuals: Learning from global role models and technology while keeping one's values.
  • Governance: Adopting best practices from other countries (digital services, health systems) but suited to Indian conditions.
  • Education and culture: Openness to science and other cultures without a sense of inferiority.
  • Civil servants: Learning from peers and innovations elsewhere, adapted to local needs.
A balanced conclusion

Openness with self-confidence is the path to growth. One can learn from the world without ceasing to be oneself.

GS IV Q3(b)Ethics: Concepts and Thinkers

“Faith is of no avail in the absence of strength. Faith and strength, both are essential to accomplish any great work.” – Sardar Patel

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Use Patel's own work on the princely states as the example of faith backed by strength.

What the question asks

Explain what Sardar Patel's statement that faith needs strength to accomplish great work conveys today.

A strong opening

Patel, who led the integration of the princely states, combined belief in a united India with the firmness and capacity to achieve it. Conviction alone is not enough; it must be backed by the means and the will to act.

Points to cover

Meaning

  • Faith: Belief in a goal, in values and in people gives direction and hope.
  • Strength: Courage, discipline, capability and resources turn belief into results.
  • Together: Faith without strength is wishful thinking; strength without faith can become aimless or oppressive.

In the present context

  • Nation: Unity and development need both shared ideals and strong institutions.
  • Administration: A civil servant's commitment to public service must be matched by competence and resolve to resist pressure.
  • Individuals: Self-belief must be supported by effort and skill.
A balanced conclusion

Great work needs conviction and capacity together. Patel's own life shows how firm faith, backed by strength, can achieve what seemed impossible.

Study the topic: Integration of the Princely States: Patel and V. P. Menon

GS IV Q3(c)Ethics: Concepts and Thinkers

“In law, a man is guilty when he violates the rights of others. In ethics, he is guilty if he only thinks of doing so.” – Immanuel Kant

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Contrast law and ethics in one line, then apply Kant's good will to public service.

What the question asks

Explain what Kant's distinction, that law judges actions while ethics judges even intentions, conveys today.

A strong opening

Law is concerned with external acts that harm others' rights; ethics goes deeper, to the motives and intentions behind what we do. For Kant, the moral worth of an act lies in the will that produces it.

Points to cover

Meaning

  • Law: Punishes acts, needs proof, and cannot enter the mind.
  • Ethics: Judges character; a wrong intention is a moral failure even if never carried out.
  • Kant's good will: Acting from duty and respect for persons as ends in themselves, not only from fear of punishment.

In the present context

  • Public service: An officer who avoids corruption only for fear of being caught lacks integrity; true probity is internal.
  • Society: Laws alone cannot create a just society without people of good intention.
  • Self-discipline: Guarding one's thoughts prevents wrong actions before they begin.
A balanced conclusion

Law sets the minimum; ethics asks for a good will. A society of people who act rightly even when unobserved needs fewer laws.

GS IV Q4(a)Ethics: Concepts and Thinkers

“The concept of Just and Unjust is contextual. What was just a year back, may turn out to be unjust in today’s context. Changing context should be constantly under scrutiny to prevent miscarriage of justice.” Examine the above statement with suitable examples.

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Examine Probe the issue in depth: Causes, evidence and consequences.

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Give two or three legal examples of changing justice, and end with a caution against fashion.

What the question asks

Examine, with examples, the claim that what is just depends on context, so changing contexts must be watched to prevent injustice.

A strong opening

Basic principles of justice, such as fairness and equal dignity, are lasting, but their application changes as society, knowledge and values change. Laws and practices once thought fair can later be seen as unjust.

Points to cover

Examples of changing ideas of justice

  • Section 377 of the IPC: Criminalising consensual same-sex relations between adults was struck down in Navtej Singh Johar (2018).
  • Section 66A of the IT Act: Struck down in 2015 for violating free speech.
  • Women's rights: Daughters' equal coparcenary rights in Hindu family property, and the end of instant triple talaq.
  • Colonial criminal laws replaced by the Bharatiya Nyaya Sanhita in 2024.

Why constant scrutiny is needed

  • To keep law in step with constitutional morality and human rights.
  • To protect vulnerable groups whose voice was ignored earlier.
  • To adapt to new realities such as technology and the environment.

Caution

  • Change must rest on reason and core values, not passing majorities or popularity.
A balanced conclusion

Justice is a living ideal that must keep pace with society. Regular review of laws and practices prevents yesterday's fairness from becoming today's injustice.

Sources: Navtej Singh Johar v. Union of India (Wikipedia); Shreya Singhal v. Union of India (Wikipedia); Bharatiya Nyaya Sanhita (Wikipedia)

GS IV Q4(b)Ethics: Concepts and Thinkers

“Mindless addiction to Form, ignoring the Substance of the matter, results in rendering of injustice. A perceptive civil servant is one who ignores such literalness and carries out true intent.” Examine the above statement with suitable illustrations.

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Examine Probe the issue in depth: Causes, evidence and consequences.

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Give one illustration of form defeating substance, then show how a perceptive officer acts.

What the question asks

Examine, with illustrations, the claim that blind attachment to form over substance causes injustice, and that a perceptive civil servant serves the true intent of rules.

A strong opening

Rules and procedures exist to achieve a purpose: Fairness, accountability, welfare. When officials follow the letter mechanically and forget that purpose, the procedure itself can defeat justice.

Points to cover

Illustrations of form over substance

  • Denying rations to a poor family because of a technical mismatch in records.
  • Refusing a death certificate or pension for a missing document when the facts are clear.
  • Rejecting a disaster victim's claim over a minor error in the form.

Following the true intent

  • Interpret rules in the light of their purpose and the Constitution's values.
  • Use discretion within the law, record reasons, and seek simple alternatives (affidavits, field verification).
  • Escalate where rules are clearly unfair, and suggest reform.

Limits

  • Discretion must not become arbitrariness: Procedures protect against corruption and favouritism, so departures must be transparent, reasoned and lawful.
A balanced conclusion

Rules serve people, not the other way round. A perceptive civil servant combines respect for procedure with judgement about its purpose.

GS IV Q5(a)Ethics: Concepts and Thinkers

The ‘Code of Conduct’ and ‘Code of Ethics’ are the sources of guidance in public administration. There is code of conduct already in operation, whereas code of ethics is not yet put in place. Suggest a suitable model for code of ethics to maintain integrity, probity and transparency in governance.

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Suggest End with practical, specific measures, not general wishes.

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Separate code of conduct from code of ethics, then give a model with values, structure and enforcement.

What the question asks

Suggest a model code of ethics, alongside the existing code of conduct, to maintain integrity, probity and transparency in governance.

A strong opening

A code of conduct lists specific do's and don'ts (such as the Central Civil Services (Conduct) Rules), and breaches attract penalties. A code of ethics states the values that should guide conduct where rules are silent. The Second Administrative Reforms Commission examined this in its fourth report, 'Ethics in Governance'.

Points to cover

Core values of the model code

  • Integrity and honesty; impartiality and non-partisanship; accountability; transparency; dedication to public service; compassion for the weak; respect for the Constitution and the law.

Structure

  • A short statement of values, applicable to all public servants.
  • Guidance on common situations: Conflict of interest, gifts, use of public resources, political neutrality, social media conduct.
  • Illustrative cases and a decision-making checklist.

Implementation

  • Legal backing through a Public Services law, as recommended by reform bodies.
  • Ethics officers or committees in each department to advise and enforce.
  • Training (including through Mission Karmayogi), declarations of assets and interests, and protection for whistle-blowers.
  • Periodic review and public reporting.
A balanced conclusion

A code of ethics tells public servants not only what they must not do but who they should be. Combined with enforceable conduct rules, it builds a culture of integrity.

Sources: Administrative Reforms Commission (Wikipedia)

GS IV Q5(b)Ethics: Concepts and Thinkers

The soul of the new law, Bharatiya Nyaya Sanhita (BNS) is Justice, Equality and Impartiality based on Indian culture and ethos. Discuss this in the light of major shift from a doctrine of punishment to justice in the present judicial system.

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Discuss Cover the main aspects, with arguments on more than one side.

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Show the shift from punishment to justice with community service and the new offences.

What the question asks

Discuss how the Bharatiya Nyaya Sanhita reflects justice, equality and impartiality, in the light of the shift from a doctrine of punishment to one of justice.

A strong opening

The Bharatiya Nyaya Sanhita (BNS) came into effect on 1 July 2024, replacing the colonial-era Indian Penal Code of 1860. Its name itself, 'nyaya' (justice) rather than 'dand' (punishment), signals the intended shift.

Points to cover

From punishment to justice

  • Colonial law aimed at control of subjects; the new law aims at justice for citizens and victims.
  • Community service introduced as a sentence for six offences, a reformative rather than purely punitive approach.
  • Offences against women and children brought together in one chapter (Chapter 5), placed early in the code.

Equality and impartiality

  • New offences such as organised crime, terrorism, and murder or grievous hurt by a group on grounds such as caste or community (mob lynching).
  • The BNS removes sedition as an offence.

Concerns

  • Critics point to retained provisions such as the marital rape exception and the phrase 'outraging the modesty of women', broad definitions that may be misused, and the need for police and judicial capacity to deliver speedy justice.
A balanced conclusion

The BNS marks a symbolic and substantive move from punishing subjects to delivering justice to citizens. Its success depends on fair and humane implementation.

Sources: Bharatiya Nyaya Sanhita (Wikipedia)

GS IV Q6(a)Ethics: Concepts and Thinkers

“In Indian culture and value system, an equal opportunity has been provided irrespective of gender identity. The number of women in public service has been steadily increasing over the years.” Examine the gender-specific challenges faced by female public servants and suggest suitable measures to increase their efficiency in discharging their duties and maintaining high standards of probity.

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Examine Probe the issue in depth: Causes, evidence and consequences.
  • Suggest End with practical, specific measures, not general wishes.

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: List the gender-specific challenges first, then measures, naming the 2013 workplace law.

What the question asks

Examine the gender-specific challenges faced by women in public service and suggest measures to improve their efficiency and probity.

A strong opening

More women are entering the civil services, police and public institutions. Equal opportunity in law does not yet mean equal conditions at work.

Points to cover

Gender-specific challenges

  • Balancing work with family and care responsibilities, especially with transfers and long hours.
  • Stereotypes about women's suitability for field, police or 'tough' postings; fewer women in senior positions.
  • Sexual harassment at the workplace and lack of safe facilities in remote postings.
  • Pressure from patriarchal attitudes among colleagues and the public; isolation in male-dominated offices.

Measures

  • Effective enforcement of the Sexual Harassment of Women at Workplace (Prevention, Prohibition and Redressal) Act, 2013, through internal complaints committees.
  • Facilities: Creches, safe housing and transport; child care leave and flexible work where possible.
  • Fair postings and mentoring; women in leadership and on selection boards.
  • Gender sensitisation of all staff, and networks for women officers.
  • Training and support so that women officers can lead with integrity, without facing undue pressure or harassment.
A balanced conclusion

Women in public service bring empathy and fresh perspectives to governance. A safe, fair and supportive workplace lets them serve with efficiency and integrity.

Sources: Sexual Harassment of Women at Workplace Act, 2013 (Wikipedia)

GS IV Q6(b)Ethics: Concepts and Thinkers

Mission Karmayogi is aiming for maintaining a very high standard of conduct and behaviour to ensure efficiency for serving citizens and in turn developing oneself. How will this scheme empower the civil servants in enhancing productive efficiency and delivering the services at the grassroots level?

10 marks150 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

For Ethics: Concepts and Thinkers: Define the concepts, name a thinker, and give a short administrative example.

For this question: Explain "rules based to roles based" first; it is the core of Mission Karmayogi.

What the question asks

Explain how Mission Karmayogi will help civil servants improve productive efficiency and deliver services at the grassroots.

A strong opening

Mission Karmayogi, the National Programme for Civil Services Capacity Building, was approved by the Union Cabinet on 2 September 2020. It aims to prepare civil servants for the future by making them more creative, proactive, professional and technology-enabled.

Points to cover

Key features

  • Transition from 'rules based' to 'roles based' human resource management, matching officers' competencies to the requirements of the post.
  • A Framework of Roles, Activities and Competencies (FRACs) for every position.
  • The iGOT-Karmayogi online platform for continuous learning anytime, anywhere.
  • A Capacity Building Commission to bring a uniform approach to training.

How it empowers civil servants

  • Continuous, self-paced learning of domain, functional and behavioural skills.
  • Behavioural competencies: Citizen-centricity, empathy, teamwork and ethics.
  • Better matching of people to jobs, and performance linked to competency.

Effect at the grassroots

  • Frontline staff gain skills in digital services, communication and problem-solving, improving service delivery.
  • A shift in attitude from controller to facilitator of citizens.

Challenges

  • Ensuring real learning rather than course completion, access in remote areas, and linking training to promotions and postings.
A balanced conclusion

Mission Karmayogi treats civil servants as lifelong learners. Its success will be measured by better service to citizens at the last mile.

Study the topic: Mission Karmayogi (NPCSCB): The Rules-to-Roles Reform of Civil-Services Capacity Building

Sources: PIB: Cabinet approves Mission Karmayogi (2 September 2020)

GS IV Q7Ethics: Case Studies

There is a technological company named ABC Incorporated which is the second largest worldwide, situated in the Third World. You are the Chief Executive Officer and the majority shareholder of this company. The fast technological improvements have raised worries among environmental activists, regulatory authorities, and the general public over the sustainability of this scenario. You confront substantial issues about the business’s environmental footprint. In 2023, your organization had a significant increase of 48% in greenhouse gas emissions compared to the levels recorded in 2019. The significant rise in energy consumption is mainly due to the surging energy requirements of your data centers, fuelled by the exponential expansion of Artificial Intelligence (AI). AI-powered services need much more computational resources and electrical energy compared to conventional online activities, notwithstanding their notable gains. The technology’s proliferation has led to a growing concern over the environmental repercussions, resulting in an increase in warnings. AI models, especially those used in extensive machine learning and data processing, exhibit much greater energy consumption than conventional computer tasks, with an exponential increase. Although there is already a commitment and goal to achieve net zero emissions by 2030, the challenge of lowering emissions seems overwhelming as the integration of AI continues to increase. To achieve this goal, substantial investments in renewable energy use would be necessary. The difficulty is exacerbated by the competitive environment of the technology sector, where rapid innovation is essential for preserving market standing and shareholders’ worth. To achieve a balance between innovation, profitability and sustainability, a strategic move is necessary that is in line with both, business objectives and ethical obligations.

  • (a) What is your immediate response to the challenges posed in the above case?
  • (b) Discuss the ethical issues involved in the above case.
  • (c) Your company has been identified to be penalized by technological giants. What logical and ethical arguments will you put forth to convince about its necessity?
  • (d) Being a conscience being, what measures would you adopt to maintain balance between AI innovation and environmental footprint?

20 marks250 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Your view Take a clear position in the first line, then support it.
  • Discuss Cover the main aspects, with arguments on more than one side.

For Ethics: Case Studies: List stakeholders and issues, weigh two or three options, and recommend one with reasons.

For this question: Answer parts (a) to (d) under their own labels; recommend a sustainable path, not denial.

What the question asks

Case: As CEO and majority owner of a large technology company whose emissions rose 48 per cent from 2019 to 2023 because of AI data centres, respond to the challenge, identify the ethical issues, argue for the penalty proposed by technology giants, and balance AI innovation with the environment.

A strong opening

The company has promised net zero by 2030, but AI growth is pushing energy use and emissions up sharply. The CEO must balance innovation, profit and competition with honesty to the public and responsibility to the planet.

Points to cover

(a) Immediate response

  • Acknowledge the rise in emissions openly and reaffirm the net-zero commitment.
  • Commission an independent audit of energy use and emissions; set interim targets.
  • Start immediate steps: Shift data centres to renewable power, improve efficiency, and review AI projects by their energy cost.

(b) Ethical issues

  • Profit and market share against environmental responsibility and intergenerational justice.
  • Honesty: Risk of greenwashing if public promises are not matched by action.
  • Fairness: A company in a developing country competing with richer rivals; shareholder value against stakeholder welfare.

(c) Arguments for the penalty

  • Logical: The polluter pays principle; penalties put a price on carbon and level the playing field for responsible firms.
  • Ethical: Accountability for harm to society; credibility of the company's own net-zero promise; leadership by example as the second-largest firm.

(d) Balancing AI innovation with the environment

  • Energy-efficient models and hardware; using AI itself to optimise energy use.
  • Long-term renewable power purchase and storage; locating data centres where clean power and cooling are available.
  • Transparent reporting of emissions; linking executive pay to sustainability targets; industry collaboration on green standards.
A balanced conclusion

Innovation that damages the planet is not true progress. A responsible CEO makes sustainability part of the business model, not an afterthought.

GS IV Q8Ethics: Case Studies

Raman is a senior IPS officer and has recently been posted as D.G. of a state. Among the various issues and problems/challenges which needed his immediate attention, the issue relating to recruitment of unemployed youth by an unknown terrorist group, was a matter of grave concern. It was noted that unemployment was relatively high in the state. The problem of unemployment amongst graduates and those with higher education was much more grave. Thus they were vulnerable and soft targets. In the review meeting taken by him with senior officers of DIG Range and above, it came to light that a new terrorist group has emerged at the global level. It has launched a massive drive to recruit young unemployed people. Special focus was to pick young people from a particular community. The said organisation seemed to have the clear objective of utilising/using them for carrying out militant activities. It was also gathered that the said (new) group is desperately trying to spread its tentacles in his state. A definite/reliable intelligence tip was received by the State CID and Cyber Cell that a large number of such unemployed youth have already been contacted by the terrorist outfit/group through social media and local communal organisations and other contacts. The need of the hour was to act swiftly and to check these elements/designs before they assume serious proportions. Discrete inquiries made by the police, through the Cyber Cell, revealed that good numbers of unemployed youth are very active on Facebook, Instagram and Twitter. On an average, many of them were spending 6-8 hours each day, using electronic devices/internet, etc. It also came to light that such unemployed youth were showing sympathy and endorsing the messages received from certain persons, allegedly the contact persons of that global terrorist group. Their social media accounts revealed their strong affinity to such groups inasmuch as many of them started forwarding anti-national tweets on their WhatsApp and Facebook, etc. It seemed that they succumbed to their ploy and started propagating secessionist ideology. Their posts were hyper-critical of the government’s initiatives, policies and subscribing to extreme beliefs and promoting extremism.

  • (a) What are the options available to Raman to tackle the above situation?
  • (b) What measures would you suggest for strengthening the existing set-up to ensure that such groups do not succeed in penetrating and vitiating the atmosphere in the state?
  • (c) In the above scenario, what action plan would you advise for enhancing the intelligence gathering mechanism of the police force?

20 marks250 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Suggest End with practical, specific measures, not general wishes.

For Ethics: Case Studies: List stakeholders and issues, weigh two or three options, and recommend one with reasons.

For this question: Give options, then strengthening measures and an intelligence plan, avoiding stigma for any community.

What the question asks

Case: A new state DGP learns that a global terrorist group is recruiting unemployed youth of one community through social media; identify his options, suggest how to strengthen the set-up, and propose a plan to improve police intelligence.

A strong opening

Raman faces a threat that combines terrorism, radicalisation and social distress. Swift action is needed, but it must respect the law and avoid alienating a whole community, which would help the terrorists.

Points to cover

(a) Options available

  • Hard security only: Mass arrests and blocking of accounts; quick but risks injustice and community anger.
  • Ignore until evidence of violence: Respects liberty but endangers public safety.
  • Balanced approach (preferred): Legal action against recruiters and active operatives based on evidence, counselling and de-radicalisation for influenced youth, and engagement with families and community leaders.

(b) Strengthening the existing set-up

  • Cyber cells with trained staff to monitor and counter online propaganda, working with platforms to remove terror content under the law.
  • Counter-narratives through community leaders, teachers and religious figures.
  • Coordination with central agencies and other States.
  • Address root causes with the government: Skill training, jobs and mentoring for unemployed graduates.
  • Community policing to build trust, and care that no community is stigmatised.

(c) Enhancing intelligence gathering

  • Technical intelligence: Social media analysis tools and data analytics within the law and privacy safeguards.
  • Human intelligence: Strengthen beat-level policing and local sources.
  • Shared intelligence platforms across agencies; regular training; protection and reward for sources.
A balanced conclusion

Terror recruitment is defeated by combining firm law enforcement with trust and opportunity for young people. Raman's response must protect the state without alienating its youth.

GS IV Q9Ethics: Case Studies

With multipronged strategy of the Central and State Governments specially in the last few years, the naxalite problem has been resolved to a large extent in the affected states of the country. However, there are a few pockets in certain states where naxalite problem still persists, mainly due to involvement of foreign countries. Rohit is posted as SP (Special Operations) for the last one year, in one of the districts which is still affected by the naxalite problem. The district administration has taken a lot of developmental works in the recent past in the naxalite affected areas to win the hearts and minds of the people. Over a period of time, Rohit has established an excellent intelligence network to get the real time information regarding the movement of naxalite cadre. To instill confidence in the public and have moral ascendancy over the naxalites, a number of cordons and search operations are being conducted by the police. Rohit, who himself was leading one of the contingents got a message though his intelligence source that about ten hard core naxalites were hiding in a particular village with sophisticated weapons. Without wasting any time, Rohit reached the target village with his team and laid out a foolproof cordon and started carrying out a systematic search. During the search, his team managed to overpower all the naxalites along with their automatic weapons. However, in the meantime, more than five hundred tribal women surrounded the village and started marching towards the target house. They were shouting and demanding the immediate release of insurgents since they are their protectors and saviours. The situation on the ground was becoming very critical as the tribal women were extremely agitated and aggressive. Rohit tried to contact his superior officer, IG (Special Operations) of the state on the radio set and on mobile phone, but failed to do so due to poor connectivity. Rohit was in great dilemma since out of the naxalites apprehended, two were not only hard core top insurgents with prize money of ₹ ten lakhs on their heads, but were also involved in a recent ambush on the security forces. However, if he did not release the naxalites, the situation could get out of control since the tribal women were aggressively charging towards them. In that case, to control the situation Rohit might have to resort to firing which may lead to valuable loss of lives of civilians and would further complicate the situation.

  • (a) What are the options available with Rohit to cope with the situation?
  • (b) What are the ethical dilemmas being faced by Rohit?
  • (c) Which of the options, do you think, would be more appropriate for Rohit to adopt and why?
  • (d) In the present situation, what are the extra precautionary measures to be taken by the police in dealing with women protesters?

20 marks250 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Your view Take a clear position in the first line, then support it.

For Ethics: Case Studies: List stakeholders and issues, weigh two or three options, and recommend one with reasons.

For this question: Recommend holding custody with de-escalation, and give precautions for women protesters.

What the question asks

Case: An SP who has captured armed naxalites, including two wanted for an ambush, is confronted by hundreds of agitated tribal women demanding their release and cannot reach his superiors; identify his options and dilemmas, choose the best course and the precautions for dealing with women protesters.

A strong opening

Rohit must protect his team, the captured insurgents' custody and the lives of civilians at the same time. A wrong step could either free dangerous criminals or cause a massacre that would turn the people against the State.

Points to cover

(a) Options

  • Release the naxalites to avoid confrontation.
  • Open fire to disperse the crowd and keep custody.
  • Hold custody while de-escalating: Negotiate with the crowd through women police, local leaders and elders, move the arrested men out by another route, and call for reinforcements.

(b) Ethical dilemmas

  • Duty to uphold the law and justice for the ambush victims against the duty to protect civilian lives.
  • Use of force against unarmed women versus the safety of his own team.
  • Acting alone without orders versus waiting while the situation worsens.

(c) Most appropriate option

  • Keep the arrested naxalites in custody but avoid firing: Use women police personnel and community figures to calm the crowd, explain that the arrests follow the law, quickly evacuate the arrested men, and use only minimum, non-lethal means if absolutely necessary. This upholds the law and protects lives, and denies the naxalites a propaganda victory.

(d) Precautions with women protesters

  • Women police personnel to handle women protesters; respect for their dignity; no use of lethal force.
  • Video recording of the operation, medical help on hand, and an inquiry into any injury.
  • Follow-up engagement with the community to address grievances and the influence of the insurgents.
A balanced conclusion

In counter-insurgency, winning the people matters as much as capturing militants. Restraint and firmness together serve both law and humanity.

GS IV Q10Ethics: Case Studies

Sneha is a Senior Manager working for a big reputed hospital chain in a mid-sized city. She has been made in-charge of the new super speciality center that the hospital is building with state-of-the art equipment and world class medical facilities. The building has been reconstructed and she is starting the process of procurement for various equipment and machines. As the head of the committee responsible for procurement, she has invited bids from all the interested reputed vendors dealing in medical equipment. She notices that her brother, who is a well-known supplier in this domain, has also sent his expression of interest. Since the hospital is privately owned, it is not mandatory for her to select only the lower bidder. Also, she is aware that her brother’s company has been facing some financial difficulties and a big supply order will help him recover. At the same time, allocating the contract to her brother might bring charges of favouritism against her and tarnish her image. The hospital management trusts her fully and would support any decision of hers.

  • (a) What should be Sneha’s course of action?
  • (b) How would she justify what she chooses to do?
  • (c) In this case, how is medical ethics compromised with vested personal interest?

20 marks250 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Justify Give reasons and evidence that support the position asked for.

For Ethics: Case Studies: List stakeholders and issues, weigh two or three options, and recommend one with reasons.

For this question: Disclosure and recusal answer part (a); then justify and explain the harm to medical ethics.

What the question asks

Case: A hospital procurement head finds her brother, a supplier in financial difficulty, among the bidders; decide her course of action, justify it, and explain how medical ethics is compromised by vested interest.

A strong opening

Sneha faces a classic conflict of interest. Even though the hospital is private and trusts her fully, she must ensure that the best equipment is bought on merit, because patients' lives depend on it.

Points to cover

(a) Course of action

  • Disclose her relationship with the bidder to the management in writing.
  • Recuse herself from evaluating that bid, or from the whole procurement, and let an independent committee decide.
  • Ensure transparent criteria (quality, after-sales service, price) for all bidders; her brother may compete on equal terms.

(b) Justification

  • Integrity and impartiality: A decision-maker should not judge where she has a personal interest.
  • Protecting the trust of management and patients, and her own reputation.
  • Fairness to other vendors; personal sympathy for her brother cannot override her professional duty.

(c) How medical ethics is compromised by vested interest

  • Patient welfare (beneficence and non-maleficence) suffers if inferior or overpriced equipment is chosen.
  • Higher costs pass on to patients, hurting justice and access.
  • Loss of trust in the hospital and the profession.
A balanced conclusion

Conflict of interest is managed by disclosure and recusal, not by personal assurance of honesty. Sneha's openness protects patients, the hospital and herself.

GS IV Q11Ethics: Case Studies

With the summer heat being exceptionally severe this year, the district has been facing severe water shortage. The District Collector has been mobilizing his subordinate officials to conserve the remaining water reserves for preventing the district from plunging into acute drinking water crisis. Along with an awareness campaign for conserving water, strict measures have been taken for stopping the over-exploitation of ground-water. Vigilance teams have been deployed to tour the villages and find the farmers who are drawing water from deep borewells or from the river reservoir for irrigation. The farmers are agitated by such action. A delegation of farmers meets the District Collector with their issues and complains that while they are not being allowed to irrigate their crops, big industries located near the river are drawing huge amounts of water through deep borewells for their industrial processes. The farmers allege that their administration is anti-farmer and corrupt, being bribed by the industry. The district needs to placate the farmers as they are threatening to go on a prolonged protest. At the same time, the District Collector has to deal with the water crisis. The industry cannot be closed as this would result in a large number of workers being unemployed.

  • (a) Discuss all options available to the District Collector as a District Magistrate.
  • (b) What suitable actions can be taken in view of mutually compatible interests of the stakeholders?
  • (c) What are the potential administrative and ethical dilemmas for the District Collector?

20 marks250 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Discuss Cover the main aspects, with arguments on more than one side.

For Ethics: Case Studies: List stakeholders and issues, weigh two or three options, and recommend one with reasons.

For this question: Answer the three parts: Options, actions that suit all stakeholders, and the dilemmas.

What the question asks

Case: During a severe summer water shortage, farmers barred from irrigating accuse the district administration of favouring industries that draw groundwater; list the Collector's options as District Magistrate, suggest actions that serve all stakeholders, and identify the administrative and ethical dilemmas.

A strong opening

The Collector must secure drinking water for the district, treat farmers and industry fairly, and restore trust in the administration. The farmers' allegation of favouritism makes transparency as important as water management.

Points to cover

(a) Options as District Magistrate

  • Prioritise drinking water by order, regulating groundwater extraction by all users, farmers and industries alike.
  • Order prohibitory measures if a law-and-order situation arises, while engaging the protesters.
  • Inspect and audit industrial borewells; act against any unauthorised extraction.

(b) Actions serving mutually compatible interests

  • One rule for all: Publish water allocation and limits for agriculture and industry.
  • Industries to cut fresh water use, recycle treated water and share water with villages during the crisis, without closing the units.
  • Support farmers with short-duration or less water-intensive crops, drip irrigation, compensation or crop insurance.
  • Tanker supply, repair of water bodies, and a joint monitoring committee with farmers' and industry representatives.
  • An inquiry into the bribery allegation to restore trust.

(c) Administrative and ethical dilemmas

  • Drinking water against livelihoods of farmers and workers.
  • Economic interests of industry against fairness to farmers.
  • Enforcing strict measures against maintaining public order and trust.
  • Allegations of corruption within his own administration.
A balanced conclusion

In a crisis, fairness and transparency are as important as the water itself. Treating all users by the same rules lets the Collector protect lives, livelihoods and trust.

GS IV Q12Ethics: Case Studies

Dr. Srinivasan is a senior scientist working for a reputed biotechnology company known for its cutting-edge research in pharmaceuticals. Dr. Srinivasan is heading a research team working on a new drug aimed at treating a rapidly spreading variant of a new viral infectious disease. The disease has been rapidly spreading across the world and the cases reported in the country are increasing. There is huge pressure on Dr. Srinivasan’s team to expedite the trials for the drug as there is significant market for it, and the company wants to get the first-mover advantage in the market. During a team meeting, some senior team members suggest some shortcut for expediting the clinical trials for the drug and for getting the requisite approvals. These include manipulating data to exclude some negative outcomes and selectively reporting positive results, foregoing the process of informed consent and using compounds already patented by a rival company, rather than developing one’s own component. Dr. Srinivasan is not comfortable taking such shortcuts, at the same time he realises meeting the targets is impossible without using these means.

  • (a) What would you do in such a situation?
  • (b) Examine your options and consequences in the light of the ethical questions involved.
  • (c) How can data ethics and drug ethics save humanity at large in such a scenario?

20 marks250 words9 min 13 s

See the answer frameworkWhat to write, point by point

How to write this answer

  • Examine Probe the issue in depth: Causes, evidence and consequences.

For Ethics: Case Studies: List stakeholders and issues, weigh two or three options, and recommend one with reasons.

For this question: Refuse the shortcuts, propose ethical ways to speed up, then explain data and drug ethics.

What the question asks

Case: A scientist leading a drug trial for a fast-spreading disease is urged to manipulate data, skip informed consent and use a rival's patented compound; decide what to do, examine the options and consequences, and explain how data and drug ethics protect humanity.

A strong opening

Dr. Srinivasan faces commercial pressure in a public health emergency. The proposed shortcuts would put patients at risk, break the law and destroy trust in science, even if they bring the drug to market faster.

Points to cover

(a) What to do

  • Refuse the unethical shortcuts clearly and record his objection.
  • Inform senior management and the ethics committee of the risks to patients and the company.
  • Seek legitimate ways to speed up: Fast-track or emergency regulatory pathways, adaptive trial designs, more trial sites, and licensing of the rival's compound if needed.

(b) Options and consequences

  • Accept the shortcuts: Faster launch, but harm to patients, legal action, withdrawal of the drug, and loss of reputation.
  • Refuse quietly: Protects his integrity but may let others proceed.
  • Refuse and propose ethical alternatives (preferred): Upholds integrity and patient safety while still addressing the urgency.
  • Resign or blow the whistle as a last resort if the company insists.

(c) How data and drug ethics protect humanity

  • Honest data ensures drugs are truly safe and effective; manipulated results can harm millions.
  • Informed consent respects patients' autonomy and dignity.
  • Respect for intellectual property sustains innovation; transparency builds public trust in vaccines and medicines, which is vital in a pandemic.
A balanced conclusion

In medicine, cutting ethical corners endangers the very people a drug is meant to save. Integrity in research is the fastest safe path to a cure.

Questions students ask

UPSC Mains 2024 GS Paper 4: Common Questions

How many questions were asked in UPSC Mains 2024 GS Paper 4?

GS Paper 4 of UPSC Mains 2024, held on 22 September 2024, had 12 questions: 13 short parts and 6 case studies. The paper carried 250 marks and three hours.

Which topics did UPSC Mains 2024 GS Paper 4 cover?

By topic, the questions were: Ethics: Concepts and Thinkers (13), Ethics: Case Studies (6).

Does UPSC publish answers for Mains 2024 GS Paper 4?

No. UPSC publishes the question paper but not model answers. The answer frameworks on this page are written by Digitally Learn to show what each question asks and the points a good answer covers.

Questions are reproduced from the official question papers published by the Union Public Service Commission. UPSC does not publish model answers for the Main examination; the answer frameworks are written by Digitally Learn and are its copyright. upsc.gov.in