Essay map
Opening scene
Anecdote
A district office drafts ten letters in a minute and a deepfake of a local leader the same evening. AI is a mill of next words and a pattern. Possibilities are a clerk. Challenges are a unaccountable voice. UP’s language is a thin-data risk. AI can stack words. A person must still judge a wound. Possibility is a clerk; challenge is an unauthored sentence.
Keep this in every paragraph
One stand
Same spine as 2025 literature/AI but here economy-state. DPDT/IT, a labour, a exam integrity.
Turn each heading into a full paragraph in the hall
Heading map
What the line is asking
- Possibilities and challenges: fork, then a stand: public rails plus a liability.
Plus / minus
- Translation, a crop advisory. A hiring filter that hides caste.
- Energy, a water for a data centre.
The counter
A ban-fantasy. A disabled student’s door. The sin is pretending the mill is the judge.
Clerk and judge
- Possibility: translation, a concordance, a disabled writer’s door.
- Challenge: deepfake, a thin Hindi/Awadhi corpus, a byline stolen.
- School and a court must still teach a doubt.
- Mill as clerk; a human name under the last line.
Drop one peg where it fits — not a data dump
Value addition
- IT / DPDP Liability and a data.
- Art. 21 / 19 Dignity and a fake speech.
- NITI / IndiaAI cousin A public file — peg once.
- Labour / PLFS Job challenge.
- Bhashini cousin Language as possibility or colonial data.
Last 8–10 lines in the exam
Last paragraph
Artificial intelligence is a mill of probable next words. Possibilities are a clerk for translation, a proof, a door for a first-generation student. Challenges are a deepfake author, a language with thin data, a market that pretends the mill is the writer. A wound still needs someone who can be blamed or blessed. Keep the mill as clerk; keep a person as judge. Close on that division of labour. That is possibility without worship, challenge without a ban-fantasy.
Quick related
Students also ask
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'Start-up': The Future of India.
Next question in the 2024 paper (Q5). View answer →
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Full 700-word essay?
No. Map only. In the hall, grow each heading; write in English or Hindi, not both.
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Tone?
Fork. One office, one deepfake. Not a tech-bro, not a Luddite.
Same topic · past papers
UPPSC 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 · Q1 · UPESS · 50 marks
The future of literature in the age of Artificial Intelligence.
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