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.
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).
| Theme | Weight (2013–25) | Approx. Qs | Trend |
|---|---|---|---|
| Space Technology (ISRO, missions, satellites) | ~7 | Signature ↔ | |
| Biotechnology & Health (vaccines, stem cells, biopharma) | ~7 | Signature ↔ | |
| Frontier & Strategic Tech (AI, semiconductors, nanotech, robotics) | ~7 | Sharply Rising ↑↑ | |
| Nuclear & Energy Tech (fission, fast breeders, fusion/ITER) | ~5 | Rising ↑ | |
| IPR, Patents & Traditional Knowledge | ~5 | Steady ↔ | |
| IT, Cyber & Digital Tech (data, digital signatures, 3D printing) | ~5 | Rising ↑ | |
| Basic Science, R&D & Misc (physics, materials, S&T policy) | ~5 | Steady ↔ |
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.
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 Area | Why It's Likely | Probability |
|---|---|---|
| Space — Gaganyaan, Chandrayaan, space station, private space | The signature theme; ISRO always in news | High |
| AI & frontier tech — semiconductors, quantum, ethics | Dominated 2025; central to policy | High |
| Biotech & health — gene editing, vaccines, bio-economy | Evergreen; BioE3 policy push | High |
| Clean & nuclear energy tech — fusion/ITER, green hydrogen, SMRs | 2025 asked fusion; net-zero drive | Medium-High |
| Digital tech & data — DPDP Act, AI governance, deepfakes | 2024 asked DPDP; live regulation | Medium-High |
| IPR & traditional knowledge — patents, TKDL, Section 3(d) | Recurring; biopiracy debates | Medium |
| Defence tech — drones, hypersonics, indigenisation | S-400 (2021); Atmanirbhar defence | Medium |
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)
- Master the space + biotech core: Keep ready notes on ISRO missions (Gaganyaan, Chandrayaan, NavIC), vaccines, stem cells and gene editing — the twin signature themes.
- Own the frontier-tech shift: Build material on AI, semiconductors (ISM), quantum, nanotech and fusion — the fastest-rising demand.
- Always add the "impact" layer: Socio-economic, ethical (AI & privacy) or security implications — UPSC expects it in almost every question.
- Structure = concept + application + implication: Explain the science simply, cite the Indian mission/policy, then evaluate the impact.
- 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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