Essay map
Opening scene
Anecdote
A clerk’s register is now a portal. The clerk is not sure he is. A radiologist’s junior is a model that never sleeps. The topic puts a gun on the table: jobless future, or better work if we retrain. Refuse the gun. Write the politics of the fork.
Keep this in every paragraph
One stand
Some tasks die. Some tasks get worse (surveillance, a gig score). Some get better if bargaining and public education move. Write India: IT services, a warehouse, a farm drone.
Use once, in a scene — do not dump names
Quotes to earn
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Keynes / Schumpeter
One nod: destruction and a new mix of work — then India.
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Ambedkar
Education as the milk of a lioness — reskilling with dignity, not a pep talk.
Turn each heading into a full paragraph in the hall
Heading map
What the line is asking
- Threat: displacement, a thinner middle, a deskilled craft.
- Opportunity: new tools, new firms, time for care if the gains are shared.
- Reskilling is real; it is not a moral duty dumped on the fired.
Labour
- A BPO script vs a model. A warehouse picker paced by an algorithm.
- Unions, a portable social security, a just transition fund.
School / skilling
- ITI, a university that still teaches judgment. 21A is childhood; this is adulthood’s school.
Inequality
- Capital owns the model. Labour owns a certificate that expires.
- Public compute and open data as a democratic demand.
The counter
‘Everyone will be a prompt engineer’ is a fairy tale. Care, teaching, a judge’s hearing, a nurse’s hand — not all excellence is a token. And a jobless future for some is already here; do not wait for a perfect forecast.
Drop one peg where it fits — not a data dump
Value addition
- Code on Social Security Gig and platform — the legal seam of the new task.
- NCVET / Skill India Certificates — useful, not a substitute for a wage floor.
- Art. 41 / 43 Work, a living wage — the ought the model does not write.
Last 8–10 lines in the exam
Last paragraph
- Close: retrain the system, not only the worker. Expand — this is only the map.
Quick related
Students also ask
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Alternative technologies for a climate change resilient India.
Next question on this syllabus topic (2018 · Q1). View answer →
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Is this the full essay?
No. It is a map. In the exam, each heading becomes a paragraph with one Indian case.
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Tone?
Neither panic nor brochure. One displaced task, one new task, one care task that stays human.
Same topic · past papers
UPSC has asked this before
These previous-year questions sit on the same topic. Open one to practise the earlier ask.
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2025 · Q8 · Essay · 125 marks
Contentment is natural wealth; luxury is artificial poverty.
More from this topic
Q8 · UPSC Mains 2025 · Essay · 125 marks · Solution
Contentment is natural wealth; luxury is artificial poverty.
Philosophical and ethical quotes
Guidance only. Wedding-comparison anecdote. Socrates + Gandhi on need vs greed. Body: mind, dowry, ecology, welfare floor. Counter: do not spiritualise hunger. Close on floor plus less theatre.
Q7 · UPSC Mains 2025 · Essay · 125 marks · Solution
It is best to see life as a journey, not as a destination.
Philosophical and ethical quotes
Guidance only. Yatra vs unpaid labourer. Gandhi on means; Ambedkar on daily democracy. Body: person, education, GDP vs dignity, just transition. Counter: the poor need arrivals. Close on both clocks.
Q6 · UPSC Mains 2025 · Essay · 125 marks · Solution
The years teach much which the days never know.
Philosophical and ethical quotes
Guidance only. Banyan vs tweet. Emerson’s years vs days. Body: habit, education, infrastructure, climate, demography. Counter: some days are life-and-death. Close on two clocks.