AIR 86 · CSE 2025 · GS4 · 57 pages

Puru Dubey: GS4 answer copy

20 answers by Puru Dubey, as written in the test. Each question opens a page with how other toppers answered it.

The questions

  1. Q5(a)a. Live as if you were to die tomorrow. Learn as if you were to live forever. - Mahatma Gandhi10 marks
  2. Q5(b)b. The great secret of true success, of true happiness, is this: the man or woman who asks for no return, the perfectly unselfish person, is the most successful. — Swami Vivekananda10 marks
  3. Q5(c)c. Morality is not the doctrine of how we may make ourselves happy, but how we may make ourselves worthy of happiness.- Immanuel Kant10 marks
  4. Q12You are the Divisional Railway Manager (DRM), Northern Railways, responsible for the operation, safety, and crisis management across one of India's most congested and politically sensitive railway divisions. Delhi Railway Station, under your jurisdiction, sees over 5 lakh passengers daily. It's the peak summer season. Due to extreme heatwaves, late trains, and repair delays on eastern routes, the station becomes overcrowded beyond its safe capacity. Hundreds of passengers, including women, infants, and elderly, are stranded on platforms for hours, with minimal facilities, water shortage, and ineffective announcements. Suddenly, a fake viral message circulates, claiming that a footbridge has collapsed. Within moments, panic ensues, people rush toward exits, and in the chaos, a stampede breaks out on Platform 12. The casualty count rises quickly. 17 people are declared dead, including 6 children and 3 elderly women. Dozens are critically injured. The majority of the deceased are migrant workers and lower-income passengers from rural underdeveloped states. The tragedy sparks national outrage. TV channels broadcast horrific visuals of stampede victims, crying relatives, and bloodied platforms. Emotional videos show children searching for their parents in trauma wards. Your office had sent two prior warnings in the past month requesting crowd control support and improvements to public address systems. They were ignored or delayed by higher bureaucratic channels. Now, as the face of local administration, the entire blame is being pinned on you in media briefings. All casualties are from general and unreserved compartments. The air-conditioned lounges and premium-class platforms remained unaffected. Accusations of class bias in infrastructure planning are going viral. Further, Several junior staff are emotionally broken. One 24-year-old RPF constable attempted suicide, blaming himself for not being able to stop the crowd. You're now being asked to send these same employees back on duty for handling crowd control the next day. Moreover, The father of a deceased girl demands to see her final moments via CCTV, sobbing at your feet. A local MP calls you, pressuring you to give preferential treatment to the victims from his constituency — ahead of others. You're being unofficially told by a senior officer in the Railway Board to "tone down" the language in your official report to protect "the image of Indian Railways". You're warned that exposing systemic lapses may lead to your transfer or forced retirement. There's growing anger outside the hospital and the station. Families are protesting, and crowd control is deteriorating. However, you must ensure trains keep running, and no secondary incident occurs — all with stretched manpower and emotionally broken teams. News channels are broadcasting real-time hospital footage of victims and sharing unverified family stories. You're asked whether you want to restrict media access temporarily inside railway premises — a move that may attract criticism of "gagging the press." You have barely slept in 36 hours, and your junior team is collapsing from stress. (a) Identify and explain the key ethical issues and dilemmas in this situation. (b) Write in decreasing order of importance, your immediate actions. (c) You are asked to submit your incident report to the Railway Board. What guiding values and principles should reflect in your written communication? (d) Suggest long-term reforms that could prevent such tragedies in overcrowded railway stations in the future.20 marks
  5. Q13You are the Chief Compliance Commissioner at the National Startup Governance Board (NSGB)—a regulatory authority under the Ministry of Corporate Affairs, tasked with ensuring ethical practices, board accountability, and investor transparency in India's startup ecosystem. Five years ago, "EduNow", an ed-tech startup founded by an alumnus of a premier college of India, was celebrated as a beacon of India's digital future. With a bold mission to democratize learning for rural students, it grew rapidly—partnering with schools, onboarding millions of users, and securing funding from global investors. But today, EduNow is imploding under the weight of governance failure. Auditors have resigned, citing withheld information, inflated revenues, and fabricated subscriber data. Several board members quit silently, without public explanation. Employees allege mass layoffs through WhatsApp, non-payment of dues, and coercion to sign NDAs in exchange for exit compensation. A leaked internal report reveals Personal expenses of the founder were booked as business expenses, Related-party transactions with shell companies owned by family members, Manipulation of user metrics to secure higher valuations in funding rounds. Despite these, the founder retains full operational control and is preparing for a new fundraising round, even considering an IPO. Meanwhile, a 27-year-old EduNow sales executive dies by suicide, allegedly due to unethical sales pressure and denial of salary for six months. His handwritten note, now viral, reads, "I believed in the dream. But I was punished for asking for my salary. What future does honesty have?" Public anger is erupting. Parents, students, and employees feel betrayed. Investors are distancing themselves. The media is asking tough questions. You are called for an emergency press conference in 6 hours. (a) As the Chief Compliance Commissioner, list your top five immediate ethical decisions. (b) Suppose the founder be forced to resign, and you are given the charge. What systemic changes that you would introduce? (c) Should companies that deliver public services (like EduRise in education) be subject to stricter governance norms than typical startups? OR Should startups be exempt from the same governance norms as large listed companies to encourage growth?20 marks
  6. Q14You have recently been appointed as the Chairperson & Managing Director (CMD) of Bharatam Alloy Limited (BAL), a large but severely underperforming Public Sector Undertaking (PSU) under the Ministry of Heavy Industries. Once a symbol of India's industrial self-reliance, BAL is now grappling with mounting operational losses, outdated technology, unmotivated workforce, delays in salary payments, poor customer satisfaction, and multiple failed modernization attempts. BAL's biggest plant is in a Tier-II town that heavily depends on the company for employment and local economy. Last week, an accidental furnace blast at BAL's facility injured 18 contract workers, 2 critically. The incident brought the company back into the media spotlight, triggering: public protests led by injured workers' families demanding justice and permanent jobs; employees' unions threatening indefinite strike, blaming mismanagement and unsafe conditions; local politicians accusing you and previous leadership of criminal negligence; and national media labeling BAL a "black hole for taxpayers." A PIL has been filed in High Court, demanding either privatization or shutdown of the PSU to stop further waste of public money. The Ministry asks you to submit a revival plan within 10 days, but hints at disinvestment if no credible plan emerges. Workers want permanent employment for contract laborers, but BAL has no financial capacity to absorb them all. The Chief Safety Officer, in an internal report, reveals that preventive maintenance was ignored due to budget cuts. A private competitor has offered to acquire BAL, promising better technology and full job security for current employees—but with no guarantee for contract workers. Your spouse, a journalist, is being pressured by her editor to cover "how you are the new face of PSU corruption" in an exposé. Your own conscience is shaken after personally meeting the family of one injured worker who asked, "Would your child work in this furnace if it ran like this?" (a) Identify the ethical dilemmas. (b) What options are available before you? Write its merits and demerits (c) As CMD, what immediate and long-term steps will you take to address I. The accident and its aftermath III. Financial viability of the PSU (d) Do you recommend absorbing all contract workers into permanent roles despite financial constraints? What would be your response if this were a private company?20 marks
  7. Q15In recent years, India has witnessed an explosion of self-styled financial influencers or "finfluencers" on social media platforms like YouTube, Instagram, and X (formerly Twitter). These individuals, often without formal financial qualifications, offer stock market tips, mutual fund suggestions, crypto investment advice, and more to millions of followers. However, this unregulated space has now become a serious concern. A recent example involved a well-known finfluencer promoting a newly listed stock as a "hidden gem." Thousands of people invested in it, causing its price to spike artificially. A few weeks later, the stock crashed, revealing that the finfluencer had received undisclosed compensation from the company's promoters to create promotional content — effectively making it a "pump and dump" scheme. This led to public uproar, loss of hard-earned money by common people, and an erosion of trust in online financial content. The Securities and Exchange Board of India (SEBI) initiated an investigation but faced challenges due to loopholes in current digital regulation frameworks. Meanwhile, several other finfluencers continue similar activities unchecked. You are an officer in the Ministry of Finance, asked to look into this growing menace and propose policy and ethical safeguards (a) Identify and evaluate the key ethical issues involved in this case. (b) What steps would you suggest to ensure that financial influencers act with accountability and integrity? How would you balance the need for regulation with the right to freedom of expression? (c) What role can digital platforms and social media companies play in promoting ethical content?20 marks
  8. Q16It is the peak of summer, and your district in a northern state is facing an unprecedented heatwave, with temperatures consistently crossing 48°C. Hospitals are overburdened with heatstroke patients, and multiple deaths have already occurred due to dehydration and sunstroke. You are the District Magistrate. Due to excessive demand on the state power grid, the Energy Department has ordered rotational power cuts across districts to prevent a total blackout. Your district has been given discretion to prioritize which regions or sectors receive continuous electricity during peak hours. You convene your team and are presented with this stark choice: There are three Main Sectors Competing for Limited Electricity: 1. Urban & Industrial Zone which hosts the city's hospitals, including ICU units and maternity wards, has water filtration plants for the city, is home to a growing IT park and 3 major factories employing 8,000 workers & contributes significant state revenue and political visibility. 2. Rural Villages & Agriculture Belt where Power is needed for irrigation pumps, fans, and refrigerators, and Farmers fear crop failure if irrigation is stalled for even a few days. There are cattle deaths and villagers sleeping outdoors due to heat, Village children are preparing for board and competitive exams, some under candlelight. 3. Slums & Low-Income Areas in Urban Periphery where power is needed for cooling and Women are reporting rising cases of domestic violence and health issues due to heat stress. Infants and elderly are at highest risk. Migrant laborers from these areas serve the city and the industrial belt. Farmers' protests are growing, with slogans like "No power, no food". A few have threatened suicide, reminiscent of a tragic incident last year. A viral video shows an elderly woman in a rural hamlet fanning her unconscious grandson due to heatstroke, saying, "The government gave us electricity on election day. Now where is it?" On the other hand, factory owners have warned of shutdowns and mass layoffs if power is cut for more than two days. The District Civil Surgeon pleads with you to not cut power to the city hospital: "One failed ventilator could mean ten deaths." Political representatives from both rural and urban areas are blaming each other, and you are accused of bias no matter what you decide. The State Power Minister subtly suggests, "We cannot afford negative media about failing industry. Make a practical choice." Your subordinate suggests cutting power to slums, saying "They have no votes." Your own elderly parents live in one of the villages, and are facing the same crisis, but you're told not to show "personal bias." (a) What are the ethical issues and conflicting duties involved in this situation? (b) If you had to rank these three sectors in priority, how would you do it and why? (c) Suppose a local TV channel offers you a platform to explain your decision. How would you communicate your choice ethically and transparently to a divided and emotionally charged public? (d) Suggest 3 long-term reforms to avoid such dilemmas in the future and ensure just distribution of scarce resources.20 marks
  9. Q17In a Tier-1 city, Aparna, a 28-year-old management consultant, works 14-hour days and most weekends. Her firm praises her "ownership mindset" and "hustler spirit." On the surface, she is successful and driven. In reality, she struggles with insomnia, anxiety, and a growing sense of emptiness. Her emotional burnout is dismissed by peers as "just part of the grind." In a small rented room in Delhi, Arjun, a 26-year-old civil services aspirant, has been preparing relentlessly for the past four years. He studies 10-12 hours daily, battling financial pressure, rising self-doubt, and the emotional weight of repeated failure. His family back home has pinned all their hopes on him. He finds it hard to sleep, avoids social interactions, and suffers in silence—fearing that any acknowledgment of stress would be perceived as weakness, or worse, defeat. Meanwhile, Meena, a 42-year-old government school teacher in a small town, has been silently battling depression for the past two years. After losing her husband during the pandemic, she returned to work to support her children, but overwhelming responsibilities, lack of support, and workplace indifference pushed her further into emotional isolation. Despite being a dedicated educator, her performance has declined, and colleagues whisper that she has "lost interest." These individuals—spread across professions and geographies—are united by an invisible crisis: deteriorating mental health, fuelled by social stigma, institutional neglect, and the glorification of hustle. (a) Identify the ethical issues surrounding mental health. (b) What attitudinal and behavioral strategies can be adopted to effect attitudinal change around mental health, especially in high-stress environments? (c) As a future civil servant, how would you act as a change agent in your sphere of influence to promote mental well-being while balancing administrative efficiency and empathy?20 marks

The answers

Question 1 · 10 marks · 133 words written

"As biotechnology blurs the lines between healing and enhancement, nature and design, the ethical foundations of science face unprecedented scrutiny." Critically examine the role of Bio Ethics in dealing with the ethical challenges posed by advancements in biotechnology.

Opening

The recent advancements in biotech including CRISPR cas9, gene-editing are not neutral rather pose ethical challenges. In this context, Bio Ethics becomes important to address these challenges.

Body · points

se of fetal embryo in vaccine

  • → Designer babies
  • → Terminator genes

In this context, Bio Ethics becomes important to address these challenges.

ROLE OF BIO-ETHICS

  1. Informed consent: Patients should be explained the ramifications of biotech before usage to avoid cases like Shefali Jariwala's death.

  2. Autonomy: In Chinese researches the Jiankui's designer baby violates it hence awarded sentence.

  3. Beneficience: Bt cotton approved after large scale field trials.

  4. Non-Maleficience: J&J withdrew transplants after reports of poisoning.

  5. Transparency: Covishield had to report case of thrombocytopenia in vaccines.

  6. Accountability: medical ethics doesn't allow technologies like transplant.

  7. Equity: PPVFR Act allows benefit sharing to farmers.

Close

Technology is a useful servant but only when guided by ethics. Bioethics helps prevent the cardinal sin of Science without humanity.