UPSC Science & Tech PYQs (2013–2025): Trends & Predictions

UPSC Mains · GS Paper 3 · Science & Technology

UPSC Science & Tech PYQs (2013–2025): Trends & Predictions

A complete, topic-wise bank of GS Paper 3 Science & Technology previous year questions from 2013 to 2025 — plus a data-driven analysis of the themes UPSC repeats, which are surging, and a probability-ranked forecast for 2026. Covering space, biotech & health, AI, semiconductors, nanotech, nuclear/fusion energy, IPR and defence tech. By Legacy IAS, Bangalore.

📊 Years covered 2013–25
🗂️ PYQs mapped 40+
🏆 Top themes Space + Biotech
📈 Fastest rising Frontier Tech
📅 Published: July 2026 🏛 For: UPSC CSE Mains GS3 ✍️ By: Legacy IAS 🔄 Updated: July 2026

Science & Technology is one of the most current-affairs-driven and application-oriented parts of GS Paper 3 — questions track live developments (Chandrayaan, the James Webb Telescope, COVID vaccines, AI, semiconductors) and reward candidates who can explain the science and its socio-economic impact. The sharpest way to prepare is to study what UPSC has already asked. This resource gives you a clean, topic-wise bank of Science & Technology PYQs from 2013 to 2025, then reads that bank like data: what recurs, what is surging, and what is likely in 2026.

The Data: Which Sci-Tech Themes Does UPSC Ask Most?

Tagging all GS3 Science & Technology questions from 2013–2025 by theme (some overlap) reveals two enduring pillars — space technology and biotechnology & health — with a fast-rising cluster of frontier & strategic tech (AI, semiconductors, fusion, nanotech).

ThemeWeight (2013–25)Approx. QsTrend
Space Technology (ISRO, missions, satellites)~7Signature ↔
Biotechnology & Health (vaccines, stem cells, biopharma)~7Signature ↔
Frontier & Strategic Tech (AI, semiconductors, nanotech, robotics)~7Sharply Rising ↑↑
Nuclear & Energy Tech (fission, fast breeders, fusion/ITER)~5Rising ↑
IPR, Patents & Traditional Knowledge~5Steady ↔
IT, Cyber & Digital Tech (data, digital signatures, 3D printing)~5Rising ↑
Basic Science, R&D & Misc (physics, materials, S&T policy)~5Steady ↔

Reading the Trend Lines: A Data Scientist's View

The direction of change is as revealing as the counts. Five signals stand out:

  • Space is the section's fingerprint: Chandrayaan (2023, 2017), the Mars Orbiter Mission, IRNSS/NavIC (2015), the space station plan (2019) and the James Webb Telescope (2022) recur reliably — always paired with socio-economic application.
  • Frontier tech is the breakout trend: The 2025 paper alone featured semiconductors, fusion energy (ITER) and nanotech-in-agriculture, joining AI (2023) and robotics (2015) — a decisive shift toward strategic, dual-use technology.
  • Biotech & health are evergreen: Vaccines (2022, COVID), stem cells (2017), biopharma (2018), antibiotic resistance (2014) and applied biotech-for-the-poor (2021) appear across the whole period.
  • Energy tech is resurging: From fast breeder reactors (2017) and nuclear (2018) to fusion/ITER and clean-tech (2025) — mirroring the net-zero and energy-independence push.
  • The "impact" angle is mandatory: Almost every question demands the socio-economic, ethical or security implication (AI & privacy, TKDL & open-source, nanotech & farmers) — not just the science.
📌 Method Note (read this)

This analysis tags a compiled set of Science & Technology questions. Many span two themes (e.g., "nanotech in agriculture" is both frontier tech and biotech/agri), so counts are indicative of emphasis, not exact tallies. The forecast below reflects patterns plus the current tech and policy cycle — treat it as revision priorities, not guarantees.

The 2026 Forecast: Probability-Ranked Predictions

Predicted AreaWhy It's LikelyProbability
Space — Gaganyaan, Chandrayaan, space station, private spaceThe signature theme; ISRO always in newsHigh
AI & frontier tech — semiconductors, quantum, ethicsDominated 2025; central to policyHigh
Biotech & health — gene editing, vaccines, bio-economyEvergreen; BioE3 policy pushHigh
Clean & nuclear energy tech — fusion/ITER, green hydrogen, SMRs2025 asked fusion; net-zero driveMedium-High
Digital tech & data — DPDP Act, AI governance, deepfakes2024 asked DPDP; live regulationMedium-High
IPR & traditional knowledge — patents, TKDL, Section 3(d)Recurring; biopiracy debatesMedium
Defence tech — drones, hypersonics, indigenisationS-400 (2021); Atmanirbhar defenceMedium
Science & Tech answers reward a concept + application + implication structure: explain the science simply, give its Indian application (mission/scheme), then evaluate the socio-economic, ethical or security impact. — Legacy IAS Faculty

Topic-Wise PYQ Bank: GS3 Science & Technology (2013–2025)

The complete bank, organised by theme for focused revision and answer practice. Year (and word limit, where specified) are tagged.

1. Space Technology

  • What is the main task of India's third moon mission (Chandrayaan-3) that could not be achieved earlier? List countries that have achieved it; explain the subsystems and the role of the 'Virtual Launch Control Centre' at VSSC. (2023)
  • James Webb Space Telescope (launched 25 Dec 2021) — its unique features vs predecessors, key goals and potential benefits for humanity. (2022)
  • What is India's plan to have its own space station and how will it benefit our space programme? (2019)
  • India has succeeded in unmanned missions (Chandrayaan, MOM) but not manned — examine critically the technological and logistical obstacles to a manned mission. (2017)
  • Discuss India's achievements in space science & technology and how its application has aided socio-economic development. (2016)
  • What are 'Standard Positioning System' and 'Precision Positioning System' in the GPS era? Discuss the advantages of the IRNSS programme. (2015)

2. Biotechnology, Health & Life Sciences

  • How does nanotechnology offer advancements in agriculture, and how can it uplift the socio-economic status of farmers? (2025, 250w)
  • Introduce AI — how does it help clinical diagnosis? Do you perceive any threat to privacy in AI in healthcare? (2023)
  • Discuss the several ways microorganisms can help meet the current fuel shortage. (2023)
  • What is the basic principle behind vaccine development? How do vaccines work? What approaches did Indian manufacturers adopt for COVID-19 vaccines? (2022)
  • Each year, cellulose is deposited on Earth — what natural processes does it undergo before yielding CO₂, water and other end products? (2022)
  • What are the R&D achievements in applied biotechnology and how will they uplift poorer sections of society? (2021)
  • What is nanotechnology and how is it helping in the health sector? (2020)
  • Why is there so much activity in biotechnology in India, and how has it benefitted biopharma? (2018)
  • Describe stem cell therapy and its advantages over other treatments. (2017)
  • Can overuse and free availability of antibiotics contribute to drug-resistant diseases? Discuss monitoring and control mechanisms. (2014)

3. Frontier & Strategic Technology (AI, Semiconductors, Nano, Robotics)

  • India aims to be a semiconductor manufacturing hub — challenges and salient features of the India Semiconductor Mission. (2025, 250w)
  • What are the areas of prohibitive labour that can be sustainably managed by robots? Discuss initiatives to propel research. (2015)
  • Why is nanotechnology a key 21st-century technology? Describe the salient features of the Indian Government's Mission on Nanoscience & Technology. (2016)
  • The 2014 Physics Nobel (Akasaki, Amano, Nakamura) for Blue LEDs — how has this invention impacted everyday life? (2021)

4. Nuclear & Energy Technology

  • India's fusion energy programme & ITER — India's contributions and the implications of the project's success for global energy. (2025, 150w)
  • How can India achieve energy independence through clean technology by 2047, and biotechnology's role? (2025, 150w)
  • With growing energy needs, should India keep expanding its nuclear energy programme? Discuss the facts and fears. (2018)
  • Give an account of the growth of nuclear science & technology in India — what is the advantage of the fast breeder reactor programme? (2017)
  • What is a Run-of-river hydroelectricity project and how is it different from other hydro projects? (2013)

5. IPR, Patents & Traditional Knowledge

  • How is the government protecting traditional knowledge of medicine from patenting by pharma companies? (2019)
  • Broadly distinguish between Copyrights, Patents and Trade Secrets in a globalized world. (2014)
  • India's Traditional Knowledge Digital Library (TKDL) — discuss the pros and cons of making it publicly available under open-source licensing. (2015)
  • The 2005 circumstances forcing amendment to Section 3(d) of the Patent Law — how did the SC use it to reject Novartis's 'Glivec' patent? Pros and cons. (2013)
  • What are Fixed Dose Drug Combinations (FDCs)? Discuss their merits and demerits. (2013)

6. IT, Cyber & Digital Technology

  • Describe the context and salient features of the Digital Personal Data Protection Act, 2023. (2024)
  • Social media and encrypted messaging pose a security challenge — measures adopted and further remedies. (2024)
  • The technology for electronic toll collection on highways — advantages, limitations, proposed seamless changes and potential hazards. (2024)
  • (a) What is a digital signature and its authentication? (b) How does 3D printing work — advantages and disadvantages? (2013)
  • COVID-19 — give an account of how technology was availed to aid pandemic management. (2020)

7. Basic Science, Materials, Defence & R&D

  • What are asteroids? How real is the extinction threat, and what strategies prevent such a catastrophe? (2024)
  • How is the S-400 air defence system technically superior to any other system available? (2021)
  • Discuss the work of 'Bose-Einstein Statistics' by Prof. S.N. Bose and how it revolutionized physics. (2018)
  • Scientific research in Indian universities is declining — critically comment. (2014)
  • (a) What is an FRP composite material, how is it made, and its uses in aviation/automobiles? (2013)
  • What is the Umpire Decision Review System (DRS) in cricket? Discuss its components and how silicone tape may fool it. (2013)

How to Use These PYQs (Answer-Writing Strategy)

  1. Master the space + biotech core: Keep ready notes on ISRO missions (Gaganyaan, Chandrayaan, NavIC), vaccines, stem cells and gene editing — the twin signature themes.
  2. Own the frontier-tech shift: Build material on AI, semiconductors (ISM), quantum, nanotech and fusion — the fastest-rising demand.
  3. Always add the "impact" layer: Socio-economic, ethical (AI & privacy) or security implications — UPSC expects it in almost every question.
  4. Structure = concept + application + implication: Explain the science simply, cite the Indian mission/policy, then evaluate the impact.
  5. Feed in current affairs: Every new mission, policy (BioE3, ISM, DPDP Act) or breakthrough is a potential question — keep a live example bank.
💡

Key Takeaways

  • Space technology and biotechnology/health are the twin signature themes of GS3 Science & Technology.
  • Frontier & strategic tech is the fastest-rising trend — semiconductors, fusion/ITER, AI and nanotech dominated the 2025 paper.
  • Almost every question demands the socio-economic, ethical or security implication, not just the science.
  • 2026 high-probability bets: space (Gaganyaan), AI & semiconductors, biotech & health, clean/nuclear energy, and data/digital governance.
  • Score higher with a concept + application + implication structure, backed by an Indian mission or policy.

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