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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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📝 250 Words
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CSE · GS-4
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📝 250 Words
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CSE · GS-4
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📝 250 Words
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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CSE · GS-4
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📝 150 Words
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CSE · GS-4
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📝 150 Words
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CSE · GS-4
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📝 150 Words
🎯 10 Marks
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CSE · GS-4Official PYQ · CSE 2026 · Q12 Paper
Pending
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?

Case Studies

Uby @upsc2ias
📝 250 Words
🎯 20 Marks
📄 5 Pages
CSE · GS-4Official PYQ · CSE 2026 · Q11 Paper
Pending
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?

Case Studies

Uby @upsc2ias
📝 250 Words
🎯 20 Marks
📄 5 Pages
CSE · GS-4Official PYQ · CSE 2026 · Q10 Paper
Pending
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.

Case Studies

Uby @upsc2ias
📝 250 Words
🎯 20 Marks
📄 5 Pages
CSE · GS-4Official PYQ · CSE 2026 · Q9 Paper
Pending
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.

Case Studies

Uby @upsc2ias
📝 250 Words
🎯 20 Marks
📄 5 Pages
CSE · GS-4Official PYQ · CSE 2026 · Q8 Paper
Pending
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.

Case Studies

Uby @upsc2ias
📝 250 Words
🎯 20 Marks
📄 5 Pages
CSE · GS-4Official PYQ · CSE 2026 · Q7 Paper
Pending
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.

Case Studies

Uby @upsc2ias
📝 250 Words
🎯 20 Marks
📄 5 Pages
CSE · GS-4Official PYQ · CSE 2026 · Q3(b) Paper
Pending
📝 150 Words
🎯 10 Marks
📄 3 Pages
CSE · GS-4Official PYQ · CSE 2026 · Q2(b) Paper
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📝 150 Words
🎯 10 Marks
📄 3 Pages
CSE · GS-4Official PYQ · CSE 2025 · Q12 Paper
Pending
Ashok is Divisional Commissioner of one of the border districts of the North East State. A few years back, Military has taken over the neighbouring country after overthrowing the elected civil government. Civil war situation is prevailing in the country especially in last two years. However, internal situation further deteriorated due to rebel groups taking over control of certain populated areas near own border. Due to intense fight between military and rebel groups, civilian casualties has increased manifold in recent past. In the meantime, in one night Ashok got information from the local police guarding the border check post that there are about 200-250 people mainly women and children trying to cross over to our side of the border. There are also about 10 soldiers with their weapons in military uniform part of this group who wants to cross over. Women and Children are also crying and begging for help. A few of them are injured and bleeding profusely need immediate medical care. Ashok tried to contact Home Secretary of the State but failed to do so due to poor connectivity mainly due to inclement weather. (a) What are the options available with Ashok to cope with the situation? (b) What are the ethical and legal dilemmas being faced by Ashok? (c) Which of the options, do you think would be more appropriate for Ashok to adopt and why? (d) In the present situation, what are the extra precautionary measures to be taken by the Border Guarding Police in dealing with soldiers in uniform?

Case Studies

Uby @upsc2ias
📝 250 Words
🎯 20 Marks
📄 5 Pages
CSE · GS-4Official PYQ · CSE 2025 · Q11 Paper
Pending
Mahatma Gandhi National Rural Employment Guarantee Program, MGNREGA was earlier known as National Rural Employment Scheme, NREGA. It is an Indian Social Welfare Program that aimed at fulfilling the ‘Right to Work’ provisions made in the Constitution. MGNREGA was launched in 2006 under Rural Employment Sector by the Ministry of Rural Development. Main objective of the program is to give legal guarantee of wage employment to the adult members of rural households who are willing to do unskilled manual labour work subject to a maximum of 100 days per year for every household. Every rural household has the right to register under the scheme, job card is issued to the registered, Job Card holder can seek employment; State Government shall pay 25% of minimum wage for the first 30 days as compensatory daily unemployment allowance to the families and of wage for remaining period of the year. MGNREGA work was undertaken by various Gram Panchayats. You have been appointed as an Administrator Incharge of the District. You have been given the responsibility of monitoring MGNREGA work undertaken by various Gram Panchayats. You are also given the authority to give technical sanctions to all MGNREGA works. In one of the Panchayats in your jurisdiction, you notice that your predecessor has mismanaged the Program in terms of : (i) Money not disbursed to actual job-seekers. (ii) Muster Rolls of the Labourers not properly maintained. (iii) Mismatch between the work done and payments made. (iv) Payments made to fictitious persons. (v) Job Cards were given without looking into the need of person. (vi) Mismanagement of funds and to the extent of siphoning of funds. (vii) Approved works that never existed. (a) What is your reaction to the above situation and how do you restore the proper functioning of MGNREGA Program in this regard? (b) What actions would you initiate to solve the various issues listed above? (c) How would you deal with the above situation?

Case Studies

Uby @upsc2ias
📝 250 Words
🎯 20 Marks
📄 5 Pages
CSE · GS-4Official PYQ · CSE 2025 · Q10 Paper
Pending
Rajesh is a Group A officer with nine years of service. He is posted as Administrative Officer in an Oil Public Sector undertaking. As an Administrative Officer he is responsible for managing and coordinating various administrative tasks to ensure smooth functioning of office. He also manages office supplies, equipment etc. Rajesh is now sufficient senior and is expecting his next promotion in JAG (Junior Administrative Grade) in the next one or two years. He knows that promotion is based on examination of ACRs/Performance Appraisal of last few years (5 years or so) of an officer by a DPC (Departmental Promotion Committee) and an officer lacking requisite grading of ACRs may not be found fit for promotion. Consequences of losing promotion may entail financial and reputational loss and set-back for career progression. Though he also puts his best efforts in official discharge of his duties, yet he is unsure of assessment by his superior officer. He is now putting extra efforts so that he gets thumping report at the end of financial year. As Administrative Officer, Rajesh is regularly interacting with his immediate boss, who is his reporting officer for writing his ACR. One day he calls Rajesh and wants him to buy computer-related stationery on priority from a particular vendor. Rajesh instructs his office to initiate action for procuring these items. During the day, the dealing Assistant brings an estimate of Rupees Thirty Five Lakhs covering all stationery items from the same vendor. It is noticed that as per delegated financial powers, as provided in the GFR (General Financial Rules) as applicable in that Organisation, expenditure for office items exceeding Rupees Thirty Lakhs requires sanction of the next higher authority (boss in the present case). Rajesh knows that immediate superior would expect all these purchases should be done at his level and may not appreciate such lack of initiative on his part. During discussions with office, he learns that common practice of splitting of expenditure (where large order is divided into a series of smaller ones) is followed to avoid obtaining sanction from higher authority. This practice is against the rules and may come to the adverse notice of Audit. Rajesh is perturbed. He is unsure of taking decision in the matter. (a) What are the options available with Rajesh in the above situation? (b) What are the ethical issues involved in this case? (c) Which would be the most appropriate option for Rajesh and why?

Case Studies

Uby @upsc2ias
📝 250 Words
🎯 20 Marks
📄 5 Pages
CSE · GS-4Official PYQ · CSE 2025 · Q9 Paper
Pending
Subash is Secretary, PWD in the State Government. He is a senior officer, known for his competence, integrity and dedication to work. He enjoys the trust and confidence of Minister Incharge of PWD and Programme Implementation. As a part of his job profile, he is responsible for policy formulation, execution of projects relating to infrastructure initiatives in the State. Besides, he oversees the technical and administrative aspects relating to planning, designing and construction etc. Subash’s Minister is an important Minister in the state and significant growth in urban infrastructure development and road network has been registered during his tenure. He is very keen for launching of ambitious road construction project in the near future. Subash is in regular touch with the Minister and is working various modalities of road construction project. Regular meetings, interactions and presentations are made by him to the Minister before a formal public announcement of the project is made by the Minister. Subash’s only son Vikas is in real estate business. His son from his own sources is aware that a mega road project is on the anvil and announcement in this regard is expected anytime. He is very keen to know from his father the exact location of the upcoming project. He knows that there would be quantum jump in the prices of land in the vicinity. Buying land at this stage at cheaper prices would pay him rich dividends. He is pleading with him (his father) day in and day out to share him location of the proposed project. He assured him that he would handle the matter discretely as it would not attract any adverse notice as he in the normal course, keeps on buying land as a part of his business. He feels pressurised because of constant pleadings by his son. Another significant aspect of the matter pertained to the extra/undue interest in the above project by the Minister PWD. His nephew was also having big infrastructure project company. In fact, the Minister has also introduced his nephew to him and indicated to him to take care of his nephew’s business interest in the forthcoming project. The Minister encouraged him to act fast in the matter as early announcement and execution of mega road project would enhance his status in the party and public life. In the above backdrop, Subash is in a fix as to the future course of action. (a) Discuss the ethical issues involved in the case. (b) Critically examine the options available to Subash in the above situation. (c) Which of the above would be most appropriate and why?

Case Studies

Uby @upsc2ias
📝 250 Words
🎯 20 Marks
📄 5 Pages