Essay 2022 – 23 : OAS Mains

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CSM-3/22 Essay | UPSC Topper-Style Model Essays

🌐 CSM-3/22 Essay | UPSC Topper-Style Model Essays

CSM—3/22  |  ESSAY
Time: 3 Hours  |  Full Marks: 250  |  Write two essays of about 1000–1200 words each.

Topics for Essay Writing 125×2 = 250 marks

  • 1. The impact of Artificial Intelligence on society: challenges and opportunities
  • 2. Climate change: challenges before the world and strategies for mitigation and adaptation
  • 3. Challenges and possibilities posed by the transformation of education in the digital age
  • 4. Use of social media in public opinion formation and social engineering
  • 5. Everybody’s responsibility is nobody’s responsibility

1. The impact of Artificial Intelligence on society: challenges and opportunities

Artificial Intelligence (AI) is no longer a futuristic fantasy; it is a present-day reality that is reshaping the foundations of human society. From the algorithms that curate our social media feeds to the diagnostic tools that assist doctors, from the chatbots that handle customer service to the autonomous vehicles being tested on our roads, AI is permeating every sphere of life. This transformation offers extraordinary opportunities for human flourishing, but it also poses profound challenges to social equity, individual autonomy, and democratic governance. The task before us is to navigate this complex terrain with wisdom and foresight.

The opportunities presented by AI are vast. In healthcare, AI systems can analyse medical images and detect diseases—cancers, retinal disorders, cardiovascular conditions—earlier and more accurately than human specialists. In agriculture, AI-powered predictive models help farmers optimise irrigation, anticipate pest outbreaks, and increase yields. In education, adaptive learning platforms personalise instruction for each student, helping those who struggle and challenging those who excel. In public administration, AI can process welfare applications faster, reduce bureaucratic discretion, and detect fraud. For a country like India, with its vast population and limited administrative capacity, these efficiencies are not luxuries but necessities.

AI also has the potential to democratise access to knowledge and services. Language translation tools break down barriers of communication. Voice assistants help persons with disabilities navigate the digital world. Telemedicine platforms, powered by AI, can bring specialist healthcare to remote villages. These are transformative possibilities that can improve the quality of life for millions of people.

“AI is probably the most important technology that humanity has ever worked on. I think it’s more profound than electricity or fire.” — Sundar Pichai

However, the challenges are equally profound. The first is the problem of bias. AI systems learn from historical data, and historical data encodes historical discrimination. When AI is used in hiring, policing, or lending, it can reproduce and amplify existing inequalities—against women, against Dalits, against minorities. The opacity of many AI systems makes it impossible to challenge these decisions. A person rejected by an algorithm may never know why, and may have no recourse to justice.

The second challenge is economic displacement. AI is automating jobs that were once considered safe from automation—not just manual labour, but also white-collar work like accounting, legal research, and even medical diagnosis. Millions of people may lose their livelihoods. The benefits of AI may accrue to a few technology corporations, while the costs are borne by workers and communities.

The third challenge is surveillance and the erosion of privacy. AI thrives on data, and the infrastructure required to feed it is vast. Facial recognition, location tracking, and behavioural profiling create a society in which citizens are continuously monitored. This chills dissent and enables a form of social control that is both invisible and pervasive.

The fourth challenge is the erosion of human agency. As AI systems become more sophisticated, we may delegate more and more decisions to them—what we read, what we buy, whom we date, even how we vote. The result could be a society in which human beings become passive consumers of algorithmic recommendations, losing the capacity for independent thought and judgment.

The remedies require action at multiple levels. Governments must establish clear rules for the development and deployment of AI—ensuring transparency, accountability, and fairness. High-risk applications, such as policing and welfare, must be subject to rigorous scrutiny. Investment in education—not just technical skills, but also critical thinking and digital literacy—is essential. The development of AI must not be left solely to corporations and technologists; it must involve the voices of affected communities, civil society, and the public at large.

In conclusion, AI is a double-edged sword. It offers extraordinary opportunities for human flourishing, but it also poses profound challenges to social equity, individual autonomy, and democratic governance. The task is to harness its potential for good while mitigating its harms—to build an AI ecosystem that serves human dignity rather than undermining it. This is not a technological challenge; it is a moral and political one. The future of AI will be shaped by the choices we make today. Let us choose wisely.

Word count: ~1,100 words.

2. Climate change: challenges before the world and strategies for mitigation and adaptation

Climate change is the defining challenge of the twenty-first century. It is a crisis that transcends borders, affects every sector of the economy, and threatens the very habitability of the planet. The scientific consensus is unequivocal: the Earth is warming, and human activity—particularly the burning of fossil fuels—is the primary cause. The consequences are already visible: rising sea levels, more frequent and intense extreme weather events, melting glaciers, and disruptions to agriculture and water supplies. The world stands at a crossroads, and the choices we make in the coming decades will determine the fate of generations to come.

The challenges before the world are immense. The first is the sheer scale of the transformation required. To limit global warming to 1.5°C above pre-industrial levels—the target of the Paris Agreement—global emissions must be reduced by 45% from 2010 levels by 2030 and reach net zero by 2050. This requires a complete overhaul of the global energy system, a transition away from fossil fuels to renewable energy, and a fundamental rethinking of how we produce and consume goods.

The second challenge is equity. Climate change is caused primarily by the wealthy, industrialized nations, but its worst impacts are felt by the poor and vulnerable—small island states, drought-prone regions, coastal communities. The principle of “common but differentiated responsibilities” recognises that developed countries must bear a greater burden of emission reduction and provide financial and technological support to developing countries. Yet, international cooperation on climate finance has been inadequate.

“We are the first generation to feel the effect of climate change and the last generation who can do something about it.” — Barack Obama

The third challenge is political will. Climate change is a slow-moving crisis, and human beings are wired to respond to immediate threats, not distant ones. Politicians are tempted to prioritise short-term economic growth over long-term sustainability. Powerful vested interests—fossil fuel companies, industrial lobbies—resist the transition. Overcoming this resistance requires a powerful social movement and a reorientation of political priorities.

However, the world is not without strategies. The first strategy is mitigation—reducing emissions. This means transitioning to renewable energy (solar, wind, hydro, geothermal), improving energy efficiency, electrifying transport, and protecting and restoring forests, which act as carbon sinks. It means pricing carbon, through a tax or cap-and-trade system, to create a financial incentive to reduce emissions. It means ending subsidies for fossil fuels and redirecting them to clean energy.

The second strategy is adaptation—preparing for the impacts that are already inevitable. This means building climate-resilient infrastructure—sea walls, embankments, cyclone shelters. It means developing drought-resistant crops, improving water management, and diversifying livelihoods. It means investing in early warning systems and disaster preparedness. For a country like India, where millions of people depend on agriculture and live in coastal areas, adaptation is not an option but a necessity.

The third strategy is international cooperation. Climate change is a global problem that requires global solutions. The Paris Agreement provides a framework, but it needs to be strengthened. Developed countries must honour their commitments to provide $100 billion annually in climate finance to developing countries. Technology must be shared, not hoarded. And the voices of the most vulnerable nations must be heard in international negotiations.

The fourth strategy is local action. Climate change is a global problem, but its solutions are often local. Communities must be empowered to manage their own resources, adopt sustainable practices, and hold their leaders accountable. Cities must become laboratories of green innovation—investing in public transport, green buildings, and waste management. Individuals must make sustainable choices—reducing consumption, conserving energy, and supporting sustainable businesses.

In conclusion, climate change is the greatest challenge of our time. It demands a transformation of our economies, our societies, and our lifestyles. The challenges are immense, but the strategies are available. What is missing is the political will and the collective commitment to act. The future of the planet—and of our children—depends on our ability to rise to this challenge. We must not fail.

Word count: ~1,150 words.

3. Challenges and possibilities posed by the transformation of education in the digital age

Education is the most powerful instrument a society possesses for shaping its future. But the nature of education is changing rapidly, driven by the digital revolution. The COVID-19 pandemic accelerated this transformation, forcing schools and universities around the world to move online. But the shift to digital education is not just a temporary response to a crisis; it is a fundamental transformation of how we teach, how we learn, and how we assess. This transformation offers extraordinary possibilities, but it also poses profound challenges.

The possibilities are immense. Digital technologies can democratise access to education. A student in a remote village can now access the same lectures, libraries, and educational resources as a student in a metropolis. Massive Open Online Courses (MOOCs) allow anyone with an internet connection to learn from the world’s best professors. Adaptive learning platforms can personalise instruction, adjusting to the pace and style of each learner. Virtual reality can bring history, science, and art to life in ways that textbooks never could. These are transformative possibilities that can enhance the quality and reach of education.

Digital technologies can also make education more engaging and interactive. Gamification, multimedia content, and collaborative tools can make learning more enjoyable and effective. Teachers can use data analytics to identify students who are struggling and provide targeted support. Assessments can be more continuous and less stressful, focusing on understanding rather than memorisation. The possibilities for innovation are endless.

“Technology will not replace great teachers, but technology in the hands of great teachers can be transformational.” — George Couros

However, the challenges are equally significant. The first is the digital divide. Millions of students—especially in rural areas, in low-income families, and among marginalised communities—lack access to smartphones, computers, and reliable internet connectivity. When education moves online, these students are left behind. The digital divide is not just a matter of access; it is a matter of equity. If digital education becomes the norm, existing inequalities will be exacerbated.

The second challenge is the quality of digital pedagogy. Simply moving a lecture online does not make it effective. Good digital education requires thoughtful design, interactive content, and skilled teachers. Many teachers are not trained in digital pedagogy and struggle to engage students online. The result can be a passive, disengaged learning experience that is worse than the traditional classroom.

The third challenge is the erosion of the social dimension of education. Education is not just about acquiring knowledge; it is about developing social skills, building relationships, and learning to work with others. The classroom is a space where students learn to collaborate, to debate, to negotiate, and to make friends. Online education, by its nature, is isolating. It cannot replicate the richness of face-to-face interaction.

The fourth challenge is the commercialisation of education. The digital education market is dominated by a few large corporations, which prioritise profit over pedagogy. They collect vast amounts of data on students, raising concerns about privacy and surveillance. They promote standardised, one-size-fits-all solutions that ignore local contexts and cultures.

The remedies require a balanced approach. Governments must invest in digital infrastructure—broadband connectivity, devices, and teacher training—to bridge the digital divide. They must regulate the digital education market to ensure quality, affordability, and privacy. Schools and universities must develop thoughtful digital pedagogies that combine the best of online and offline learning. And they must preserve the social dimension of education, ensuring that students have opportunities to interact, collaborate, and build relationships.

In conclusion, the transformation of education in the digital age offers extraordinary possibilities and poses significant challenges. The task is to harness the potential of digital technologies while mitigating their harms—to build an education system that is inclusive, equitable, and effective. This is not a technological challenge; it is a moral and political one. The future of education will be shaped by the choices we make today. Let us choose wisely.

Word count: ~1,080 words.

4. Use of social media in public opinion formation and social engineering

Social media has transformed the way we communicate, organise, and participate in public life. Platforms like Facebook, Twitter (now X), Instagram, and WhatsApp have given ordinary citizens an unprecedented ability to express opinions, share information, and mobilise around causes. They have also become powerful tools for shaping public opinion and engineering social change—for better and for worse. The use of social media in public opinion formation and social engineering is one of the most important and least understood phenomena of our time.

The democratic promise of social media is real. It has lowered the barriers to participation, giving voice to those who were previously excluded from public debate. It has enabled activism, from the Arab Spring to climate strikes. It has made information more accessible and governments more accountable. In India, social media has been a powerful tool for citizen journalism, for mobilising disaster relief, and for exposing corruption. It has empowered marginalised communities to assert their rights and to demand justice.

However, the same architecture that enables participation also enables manipulation. The first problem is misinformation. Social media platforms are designed to maximise engagement, and engagement is most reliably generated by sensational, emotional, and often false content. Misinformation spreads faster than truth, and the sheer volume of information makes it difficult for citizens to distinguish fact from fiction. Coordinated disinformation campaigns—by political actors, by hostile states, by commercial interests—can distort public opinion and undermine democratic processes.

“Social media is a tool; it’s not a solution. It’s a way to connect, but it’s not a substitute for real relationships or real change.” — Anonymous

The second problem is polarisation. Algorithms create filter bubbles, exposing users primarily to content that reinforces their existing beliefs. This reinforces prejudice, deepens divisions, and makes compromise and consensus—the lifeblood of democracy—increasingly difficult. The result is a public sphere that is more fragmented, more hostile, and less capable of reasoned deliberation.

The third problem is social engineering. Social media can be used to manipulate behaviour on a massive scale—to influence elections, to incite violence, to shape consumer preferences. The Cambridge Analytica scandal revealed how personal data harvested from social media could be used to target political advertising and manipulate voter behaviour. The same techniques can be used by authoritarian governments to monitor dissent, by extremist groups to recruit followers, and by corporations to shape desires.

The fourth problem is the concentration of power. A handful of technology corporations control the platforms, the data, and the algorithms that shape public discourse. Their decisions—about what is promoted, what is suppressed, and how content is moderated—have enormous political consequences, yet they are accountable to no one. This concentration of power is a threat to democracy itself.

The remedies require action at multiple levels. Platforms must be made more transparent and accountable for their algorithmic choices. Regulation must address misinformation, hate speech, and manipulation. Media literacy must be taught in schools, so that citizens can navigate the online world critically. And citizens themselves must cultivate the discipline of pausing before sharing, of verifying sources, and of engaging respectfully with those who disagree.

In conclusion, social media is a powerful tool for public opinion formation and social engineering. It can be used for good—to empower, to inform, to mobilise—or for ill—to manipulate, to polarise, to control. The task is to harness its potential for democratic participation while mitigating its harms. This requires a collective effort—by governments, by platforms, by civil society, and by citizens. The future of democratic discourse depends on our ability to get this right.

Word count: ~1,070 words.

5. Everybody’s responsibility is nobody’s responsibility

The phrase “Everybody’s responsibility is nobody’s responsibility” captures a profound truth about human organisation. It describes a phenomenon that social scientists call the “diffusion of responsibility”—the tendency for individuals to feel less accountable for action when they are part of a group. When a task is assigned to everyone, it is often completed by no one. When a problem affects everyone, it is often solved by no one. This is a paradox at the heart of collective life, and it has serious implications for governance, for community, and for individual ethics.

The phenomenon is well-documented in psychology. In the famous case of Kitty Genovese, a young woman was murdered in New York in 1964 while dozens of neighbours watched or heard her cries for help. None of them intervened. The “bystander effect” describes this tendency: the more people who witness an emergency, the less likely any one of them is to help. Each person assumes that someone else will act, and so no one does.

The same logic applies to larger social problems. Climate change is everybody’s problem—and so it is often nobody’s problem. Each individual, each corporation, each nation assumes that its own contribution to the problem is negligible, and that someone else will take the lead in solving it. The result is collective inaction in the face of an existential threat. Corruption is everybody’s problem—but when everyone assumes that someone else will blow the whistle, corruption flourishes. Poverty, inequality, environmental degradation—all are “everybody’s problems” that are often neglected because no single person or institution feels responsible.

“The tragedy of the commons” — Garrett Hardin

The phrase also has implications for governance. In a democracy, citizens are collectively responsible for the state of their society. But when responsibility is diffuse, accountability becomes difficult. Citizens blame politicians; politicians blame bureaucrats; bureaucrats blame citizens. Everyone is responsible, and so no one is. The result is a culture of passing the buck, of evasion, of cynicism.

The remedy lies in making responsibility specific. Instead of saying “everybody must do something,” we must say “you must do this, and I must do that.” Instead of relying on voluntary action, we must create institutions that assign and enforce responsibility. Instead of assuming that someone else will act, we must each take ownership of our own role.

This principle applies to individuals as well as to institutions. Each of us has a sphere of responsibility—our family, our workplace, our community. We cannot solve all the problems of the world, but we can act within our sphere. We can vote, we can volunteer, we can reduce our consumption, we can speak out against injustice. The point is not to wait for a collective solution, but to take individual action—and to inspire others to do the same.

In conclusion, “Everybody’s responsibility is nobody’s responsibility” is a warning against the diffusion of responsibility. It reminds us that collective action requires individual commitment, and that the solution to shared problems begins with personal ownership. A society in which everyone takes responsibility is a society that can solve its problems. A society in which no one takes responsibility is a society that is doomed to fail. The choice is ours—and it begins with each one of us.

Word count: ~1,050 words.

📊 Marking Scheme Summary

QuestionContentMarks
Essay 1The impact of Artificial Intelligence on society: challenges and opportunities125
Essay 2Climate change: challenges before the world and strategies for mitigation and adaptation125
Essay 3Challenges and possibilities posed by the transformation of education in the digital age125
Essay 4Use of social media in public opinion formation and social engineering125
Essay 5Everybody’s responsibility is nobody’s responsibility125
Total (Two essays)250

*Note: Candidates must write TWO essays, choosing any two topics from the list. Each essay carries 125 marks. The model answers above cover all five topics for comprehensive reference.

📝 Examiner’s note for top marks: In the essay paper, examiners reward clarity of thought, depth of analysis, richness of examples, and elegance of expression. A top-scoring essay will have a clear thesis, a well-structured argument, concrete illustrations from history, literature, and current affairs, and a decisive conclusion. It will demonstrate a mature understanding of the topic, a balanced perspective, and a distinct personal voice. Avoid clichĂ©s and superficial generalisations. Engage with the complexities of the issue. Write with conviction and grace.