GS Paper IV 2026 · Q1 (Section A)
2 parts · 10 marks and 150 words each Ethics in public administration X-Ray · Core #10Q1(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
- The UGC (Promotion of Academic Integrity and Prevention of Plagiarism in Higher Educational Institutions) Regulations, 2018 define plagiarism as taking someone else's work or idea and passing it off as one's own.UGC (Promotion of Academic Integrity and Prevention of Plagiarism in HEIs) Regulations, 2018 — University Grants Commission notification, 23 July 2018 ↗““Plagiarism” means the practice of taking someone else’s work or idea and passing them as one’s own.”
- The US National Institutes of Health prohibits its scientific peer reviewers from using large language models or other generative AI to analyse or formulate peer-review critiques (notice of 23 June 2023).NOT-OD-23-149: The Use of Generative Artificial Intelligence Technologies is Prohibited for the NIH Peer Review Process — National Institutes of Health (US), 23 June 2023 ↗“the NIH prohibits NIH scientific peer reviewers from using natural language processors, large language models, or other generative Artificial Intelligence (AI) technologies for analyzing and formulating peer review critiques for grant applications and R&D contract proposals.”
- The same NIH notice: uploading or sharing content from an application or critique to online generative AI tools violates NIH peer-review confidentiality and integrity requirements.NOT-OD-23-149: The Use of Generative Artificial Intelligence Technologies is Prohibited for the NIH Peer Review Process — National Institutes of Health (US), 23 June 2023 ↗“Reviewers should be aware that uploading or sharing content or original concepts from an NIH grant application, contract proposal, or critique to online generative AI tools violates the NIH peer review confidentiality and integrity requirements.”
- UGC (Minimum Standards and Procedures for Award of Ph.D. Degree) Regulations, 2022 (Gazette, 7 November 2022): the thesis is evaluated by the supervisor and at least two external examiners not employed by the institution, and the viva is held only if both external examiners recommend acceptance.UGC (Minimum Standards and Procedures for Award of Ph.D. Degree) Regulations, 2022, Gazette of India Extraordinary, 7 November 2022 (copy on the Tripura High Court website) ↗“The viva-voce of the Ph.D. scholar to defend the thesis shall be conducted if both the external examiners recommend acceptance of the thesis after incorporating any corrections suggested by them.”
- Jaswinder Singh v State of Punjab, Punjab and Haryana High Court, 27 March 2023 (Anoop Chitkara J): the order quoted ChatGPT on bail jurisprudence but recorded that the reference was neither an opinion on the merits nor for the trial court, only a broader picture.Jaswinder Singh @ Jassi v State of Punjab, CRM-M-22496-2022, Punjab and Haryana High Court, order of 27 March 2023 (copy on Verdictum) ↗“This reference is only intended to present a broader picture on bail jurisprudence, where cruelty is a factor.”
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.
| Value | What it demands | What the professor did |
|---|---|---|
| Integrity | His own, honest judgement | Signed a machine's verdict |
| Accountability | Answerable, traceable reasoning | Opaque 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.
From the perspective of accountability
- Answerability: he, not the tool, answers for every error, bias or invented reference.
- Transparency and natural justice: an untraceable verdict gives no reasons, so the candidate cannot fairly appeal.
- Institutional accountability: his report decides a degree, not paperwork.
- UGC Ph.D. Regulations (2022): the viva is held only if both external examiners recommend the thesis.
- Consequentialism (Mill): hours saved never outweigh a scholar's lost years and the public's trust in degrees.
- Role morality (Nolan principles): objectivity, openness and accountability bind an examiner as they bind a public office-holder.
What he, and the system, should do
- Paucity of time
- Extension or recusal
- AI, if permitted, only for language and references
- Disclose
- Judge and sign in his own name
- A written AI policy: permitted uses stated, disclosure required, so honest use has a rule to stand on.
- The NIH's 2023 notice is the model.
- Workload by design: examiner panels sized to deadlines, extensions on request, so time pressure is managed openly.
- Audit and appeal: random review of evaluation reports; an academic-integrity cell to hear a scholar's appeal under the UGC's 2018 framework.
AI may assist an examiner, never replace one. The National Education Policy 2020 wants a culture of research at the heart of higher education; that culture stands on examiners whose judgement is owned, disclosed and answerable.
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
- Jaipal Singh told the Constituent Assembly (19 December 1946) that the whole history of his people was one of continuous exploitation and dispossession.Constituent Assembly Debates, 19 December 1946 (Jaipal Singh) — constitutionofindia.net (CLPR) ↗“The whole history of my people is one of continuous exploitation and dispossession by the non-aboriginals of India punctuated by rebellions and disorder”
- Niyamgiri (2013): the Supreme Court directed Odisha to place the mining-related claims before the gram sabhas, which were to decide within three months before any Stage II forest clearance.Orissa Mining Corporation Ltd vs Ministry of Environment & Forest & Ors, Supreme Court, 18 April 2013 (Indian Kanoon) ↗“We are, therefore, inclined to give a direction to the State of Orissa to place these issues before the Gram Sabha with notice to the Ministry of Tribal Affairs, Government of India and the Gram Sabha would take a decision on them within three months”
- Section 41 of the 2013 land-acquisition Act: acquisition in Scheduled Areas only as a demonstrable last resort, with the prior consent of the gram sabha (or panchayats or autonomous district councils).The Right to Fair Compensation and Transparency in Land Acquisition, Rehabilitation and Resettlement Act, 2013, Section 41 (copy on the Tripura High Court website) ↗“(2) Where such acquisition does take place it shall be done only as a demonstrable last resort. (3) In case of acquisition or alienation of any land in the Scheduled Areas, the prior consent of the concerned Gram Sabha or the Panchayats or the autonomous District Councils”
- Article 10 of the UN Declaration on the Rights of Indigenous Peoples bars forcible removal and any relocation without the free, prior and informed consent of the people concerned.United Nations Declaration on the Rights of Indigenous Peoples — United Nations (UN DESA) ↗“Article 10 Indigenous peoples shall not be forcibly removed from their lands or territories. No relocation shall take place without the free, prior and informed consent of the indigenous peoples concerned and after agreement on just and fair compensation and, where possible, with the option of return.”
- Samatha v State of Andhra Pradesh (Supreme Court, 11 July 1997): 'person' in the AP Scheduled Areas Land Transfer Regulation includes the State Government, so mining leases of Government land in a Scheduled Area to non-tribals are void; at least 20 per cent of net profits to be set apart as a permanent fund for tribal welfare.Samatha vs State of Andhra Pradesh & Ors, Supreme Court, 11 July 1997 (Indian Kanoon) ↗“at least 20 per cent of the net profits should be set apart as a permanent fund”
- Section 3(c)(iii) of the 2013 land-acquisition Act counts as an 'affected family' the Scheduled Tribes and other traditional forest dwellers who have lost any of their forest rights recognised under the Forest Rights Act, 2006 due to the acquisition.The Right to Fair Compensation and Transparency in Land Acquisition, Rehabilitation and Resettlement Act, 2013, Section 3(c) (copy on the Tripura High Court website) ↗“the Scheduled Tribes and other traditional forest dwellers who have lost any of their forest rights recognised under the Scheduled Tribes and Other Traditional Forest Dwellers (Recognition of Forest Rights) Act, 2006 (2 of 2007) due to acquisition of land”
- Forest Rights Rules, 2008 (as amended 2012), Rule 7: the District Level Committee has the District Collector or Deputy Commissioner as Chairperson, with the Divisional Forest Officer and others as members.Scheduled Tribes and Other Traditional Forest Dwellers (Recognition of Forest Rights) Rules, 2008, as amended in 2012, compiled version on the NCST website ↗“DISTRICT LEVEL COMMITTEE - The State Government shall constitute District Level Committee (DLC) with the following members, namely:- (a) District Collector or Deputy Commissioner - Chairperson”
- Niyamgiri (2013), para 62: the gram sabha proceedings were to be attended as an observer by a judicial officer of the rank of District Judge, nominated by the Chief Justice of the Orissa High Court, who would sign the minutes.Orissa Mining Corporation Ltd vs Ministry of Environment & Forest & Ors, Supreme Court, 18 April 2013 (Indian Kanoon) ↗“The proceedings of the Gram Sabha shall be attended as an observer by a judicial officer of the rank of the District Judge, nominated by the Chief Justice of the High Court of Orissa who shall sign the minutes of the proceedings”
- PESA, 1996, section 4(i): the Gram Sabha or the Panchayats at the appropriate level shall be consulted before land is acquired in the Scheduled Areas for development projects and before persons affected by such projects are resettled or rehabilitated.The Provisions of the Panchayats (Extension to the Scheduled Areas) Act, 1996, section 4(i) — Ministry of Tribal Affairs ↗“the Gram Sabha or the Panchayats at the appropriate level shall be consulted before making the acquisition of land in the Scheduled Areas for development projects and before re-setling or rehabilitating persons affected by such projects in the Scheduled Areas”
- The 2013 land-acquisition Act, section 5: whenever a Social Impact Assessment is required under section 4, the appropriate Government shall ensure a public hearing in the affected area.The Right to Fair Compensation and Transparency in Land Acquisition, Rehabilitation and Resettlement Act, 2013, sections 4–5 (copy on the Tripura High Court website) ↗“5. Public hearing for Social Impact Assessment.–Whenever a Social Impact Assessment is required to be prepared under section 4, the appropriate Government shall ensure”
- MMDR Amendment Act, 2015, section 9B: in every mining-affected district the State establishes a District Mineral Foundation, a non-profit trust whose object is to work for the interest and benefit of persons and areas affected by mining.The Mines and Minerals (Development and Regulation) Amendment Bill, 2015, as passed by Lok Sabha, section 9B (PRS Legislative Research copy) ↗“The object of the District Mineral Foundation shall be to work for the interest and benefit of persons, and areas affected by mining related operations”
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.
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.
What I would do as the district officer
- SIA and public hearing
- Forest rights settled under FRA
- Gram sabha consent
- R&R for every affected family
- Independent monitoring
- Make consent verifiable: gram sabhas with an independent observer and a signed record, the Niyamgiri model.
- Rehabilitate beyond cash: land for land where the 2013 Act provides it; livelihood plans before displacement.
- District Mineral Foundation funds, earmarked by law for mining-affected people.
- Keep order with restraint: dialogue first, force only as a last resort, every decision reasoned on record.
Article 46 binds the State to protect Scheduled Tribes 'from social injustice and all forms of exploitation'; Kautilya placed the ruler's happiness in his subjects'. Reasoned on record, after genuine consent, my decision keeps it.
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.
