Technology and Ethics

14 UPSC Mains GS IV questions on Technology and Ethics, 2018 to 2026, newest first, as UPSC set them. See also practice questions on Technology and Ethics toppers answered.

1. 2026 Q1(a)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.10 marks · 150 words
2. 2026 Q2(a)An endangered tribe has developed a severe skeletal deformity. A university research has identified a mineral supplement as a possible remedy, though clinical trials are yet to be conducted. Should the District Magistrate (DM) use this research on the tribe? Discuss from the perspective of medical and administrative ethics.10 marks · 150 words
3. 2026 Q8Ravi 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.20 marks · 250 words · Case study
4. 2026 Q10Vikas 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.20 marks · 250 words · Case study
5. 2025 Q1(a)In the present digital age, social media has revolutionised our way of communication and interaction. However, it has raised several ethical issues and challenges. Describe the key ethical dilemmas in this regard.10 marks · 150 words
6. 2024 Q1(a)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 marks · 150 words
7. 2024 Q7There 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.20 marks · 250 words · Case study
8. 2024 Q8Raman 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.20 marks · 250 words · Case study
9. 2024 Q12Dr. 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.20 marks · 250 words · Case study
10. 2023 Q12You hold a responsible position in a ministry in the government. One day in the morning you received a call from the school of your 11-year-old son that you are required to come and meet the Principal. You proceed to the school and find your son in the Principal’s office. The Principal informs you that your son had been found wandering aimlessly in the grounds during the time classes were in progress. The class teacher further informs you that your son has lately become a loner and did not respond to questions in the class, he had also been unable to perform well in the football trials held recently. You bring your son back from the school and in the evening, you along with your wife try to find out the reasons for your son’s changed behaviour. After repeated cajoling, your son shares that some children had been making fun of him in the class as well as in the WhatsApp group of the students by calling him stunted, duh and a frog. He tells you the names of a few children who are the main culprits but pleads with you to let the matter rest. After a few days, during a sporting event, where you and your wife have gone to watch your son play, one of your colleague’s son shows you a video in which students have caricatured your son. Further, he also points out to the perpetrators who were sitting in the stands. You purposefully walk past them with your son and go home. Next day, you find on social media, a video denigrating you, your son and even your wife, stating that you engaged in physical bullying of children on the sports field. The video became viral on social media. Your friends and colleagues began calling you to find out the details. One of your juniors advised you to make a counter video giving the background and explaining that nothing had happened on the field. You, in turn posted a video which you have captured during the sporting event, identifying the likely perpetrators who were responsible for your son’s predicament. You have also narrated what has actually happened in the field and made attempts to bring out the adverse effects of the misuse of social media.20 marks · 250 words · Case study
11. 2022 Q4(b)Online methodology is being used for day-to-day meetings, institutional approvals in the administration and for teaching and learning in education sector to the extent telemedicine in the health sector is getting popular with the approvals of the competent authority. No doubt, it has advantages and disadvantages for both the beneficiaries and the system at large. Describe and discuss the ethical issues involved in the use of online method particularly to the vulnerable section of the society.10 marks · 150 words
12. 2021 Q2(a)Impact of digital technology as reliable source of input for rational decision making is a debatable issue. Critically evaluate with suitable example.10 marks · 150 words
13. 2020 Q5(b)'The current internet expansion has instilled a different set of cultural values which are often in conflict with traditional values.' Discuss.10 marks · 150 words
14. 2018 Q12Edward Snowden, a computer expert and former CIA systems administrator, released confidential Government documents to the press about the existence of Government surveillance programmes. According to many legal experts and the US Government, his actions violated the Espionage Act of 1917, which identified the leak of State secrets as an act of treason. Yet, despite the fact that he broke the law, Snowden argued that he had a moral obligation to act. He gave a justification for his “whistle blowing” by stating that he had a duty “to inform the public as to that which is done in their name and that which is done against them.” According to Snowden, the Government’s violation of privacy had to be exposed regardless of legality since more substantive issues of social action and public morality were involved here. Many agreed with Snowden. Few argued that he broke the law and compromised national security, for which he should be held accountable.20 marks · 250 words · Case study

Source: UPSC, Civil Services (Main) Examination question papers, upsc.gov.in. Topics are by UPSC Grade, not by UPSC.