General Studies 2026 GS Paper IV 20 marks 250 words Discuss

GS Paper IV — Q10

Vikas is a government officer with over a decade of service in public administration. He has recently moved as the District…

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. (Answer in 250 words) 20 marks

हिंदी में प्रश्न पढ़ें

विकास एक सरकारी अधिकारी हैं जिन्हें लोक प्रशासन में एक दशक से अधिक का अनुभव है। हाल ही में उनका तबादला नैनीपुरा जिले के जिला कलेक्टर (डीसी) के रूप में हुआ है, जो एक दूरस्थ पहाड़ी जिला है और वन से सटा हुआ है। नैनीपुरा के आर्थिक विकास के निम्न स्तर के कारण, उनके प्रमुख कर्तव्यों में से एक आर्थिक रूप से कमजोर वर्गों (ईडब्ल्यूएस) के बीच सार्वजनिक वितरण प्रणाली (पीडीएस) के सुचारू संचालन को सुनिश्चित करना है।

अपने जमीनी दौरों के दौरान, विकास को सार्वजनिक वितरण प्रणाली (पीडीएस) के संचालन में आने वाली एक आम प्रशासनिक चुनौती के बारे में जानकारी मिली। गबन रोकने के लिए, सभी वितरकों को लाभार्थियों की वास्तविक समय में बायोमेट्रिक पहचान करना अनिवार्य था, जिनके उंगलियों के निशान पहचान पत्र के रिकॉर्ड से मिलाए जाते थे। इससे समस्या उत्पन्न हो रही थी क्योंकि ऑपरेटिंग सिस्टम कभी–कभी बढ़ते बच्चों, शारीरिक श्रम करने वालों और वरिष्ठ नागरिकों के मामले में उंगलियों के निशान का मिलान अस्वीकार कर देता था। वाईफाई कनेक्टिविटी कम होने पर यह समस्या और भी बढ़ जाती थी। ऐसे मामलों में, जब वितरक लाभार्थी को पहचान सकते थे, तो वे अपने विवेक का सहारा लेते थे।

विकास को इस समस्या का प्राथमिकता के आधार पर समाधान करना था। सरकारी नियमों का कड़ाई से पालन करने से वित्तीय पारदर्शिता तो सुनिश्चित होगी, लेकिन प्रस्तावित लाभार्थी, यानी आर्थिक रूप से कमजोर वर्ग (ईडब्ल्यूएस) को भारी परेशानी होगी। इससे संविधान के अनुच्छेद 21 के तहत उनके जीवन के मौलिक अधिकार का भी उल्लंघन हो सकता है। दूसरी ओर, इस निर्णय को पूरी तरह वितरकों के विवेक पर छोड़ने से दुरुपयोग और धन की हेराफेरी हो सकती है।

(a)

विकास के पास क्या–क्या विकल्प उपलब्ध हैं? उसे नामित लाभार्थियों के प्रति सहानुभूति रखते हुए वित्तीय ईमानदारी को कैसे संतुलित करना चाहिए?

(b)

कल्याणकारी योजनाओं के लिए प्रौद्योगिकी को द्वारपाल के रूप में उपयोग करने की नैतिकता पर चर्चा कीजिए। (उत्तर 250 शब्दों में दीजिए)

The question as printed in the 2026 General Studies paper

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Model answer

Drafted with AI by UPSC Answer Check against this question's marking rubric, to the 250-word length. UPSC does not publish answers for Mains — this is one way to score well, not an official key. How we build rubrics and answers.

(a) Options and Balancing Probity with Empathy

Rigid biometric gatekeeping protects public funds but may deny food to genuine EWS families, touching the right to life under Article 21. Vikas's options are: (i) strict biometric-only compliance, which secures probity but excludes genuine beneficiaries; (ii) leaving matters to distributors' discretion, which is humane but invites leakage; and (iii) a hybrid, audited fallback. He should choose the third, consistent with the Centre's October 2017 direction that no genuine beneficiary be denied ration for authentication failure, with exceptions logged. Where matching fails, distributors can use OTP or an alternate ID, verification by a local committee (panchayat, ASHA, teacher), and periodic physical checks of children, labourers and elders. Every override is logged and audited, with penalties for false claims. Traceability secures probity; no wrongful exclusion reflects empathy. Iris or face authentication and offline devices can reduce failures later.

(b) Ethics of Technology as a Welfare Gatekeeper

Technology is defensible when it cuts corruption, ghost beneficiaries and leakage. It becomes unethical when system limits exclude eligible people because fingerprints fail or connectivity drops. The poorest often lack digital literacy or means to contest errors, so an unappealable machine decision can erode the right to food. Biometrics should assist, not replace, human judgment, with grievance redressal and offline fallbacks, and technology must stay subordinate to rights, proportionality and dignity. Biometric failure is a service failure, not the beneficiary's fault.

How this answer will be evaluated

Framework: GS4 Ethical Dilemma & Governance

What earns full marks: Balances probity and empathy with specific administrative solutions; nuanced ethical discussion of tech's role.

Evaluation rubric

Each sub-part is marked on its own, against the marks and word limit printed on the paper.

(a) State the options open to Vikas and explain how he should balance fiscal probity with empathy towards the beneficiaries.

suggest— the problem in one line → implementable measures → who acts → conclusion
Must cover
- Lay out the options: strict biometric-only, distributor discretion, audited hybrid fallback (with merits/demerits)
- Immediate: offline mode or documented manual override with audit trail
- Grievance redressal and alternative authentication for failed biometric IDs (OTP, iris/face)
- Balancing: traceability and deterrence for probity vs. no wrongful exclusion for empathy
Loses marks
- Suggesting complete removal of biometric verification
- Ignoring the risk of leakage in manual systems
- Preaching values without administrative solutions
Earns more
- Mentioning 'Right to Life' (Article 21) as a constraint
- Suggesting a 'trust-based' system with periodic spot checks
- Identifying 'leakage' vs 'exclusion' as the core trade-off
Extra mark
- Citing the Centre's 2017 direction that no genuine beneficiary be denied ration for authentication failure, with exceptions logged
- Mentioning NFSA, 2013 entitlements or local verification through the Gram Sabha/social audit
(b) Ethics of technology as a gatekeeper for welfare · 250 words

discuss— intro → 3-4 dimensions → example → balanced close
Must cover
- Efficiency/Probity: Tech reduces human error and corruption
- Exclusion: Digital divide and biometric failure exclude the poor
- Privacy: Data security and surveillance concerns
- Accountability: Tech as a tool vs. a barrier
Loses marks
- One-sided view (only pro-tech or anti-tech)
- Ignoring the 'human element' in welfare delivery
- Treating biometric failure as the beneficiary's fault
Earns more
- Mentioning 'Digital Divide' in remote hilly areas
- Discussing 'Algorithmic Bias' in welfare distribution
- Balancing 'Fiscal Responsibility' with 'Social Justice'
Extra mark
- Citing a specific case of biometric exclusion (e.g., 2017 Jharkhand starvation death after ration denial)
- Mentioning 'Data Protection' laws or principles

What "Discuss" is asking you to do

Lay the issue out from more than one side — how it arose, what is claimed for it, what is held against it, and where it now stands. UPSC attaches discuss to broad topics with several live dimensions, so coverage of the dimensions earns more than the strength of your opinion.

Structure that answers it

Set the issue up → the case as it is made → the case against → the dimension both sides leave out → where the balance now lies

Where marks are lost

Listing facts with no thread between them, or arguing one side throughout and calling it a discussion.

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