Science & Technology
IT, Computers and Emerging Technologies
GS Paper III
IT and Emerging Technologies — Quick Revision
One-page UPSC revision of emerging technologies: AI and machine learning, quantum technology, semiconductors, 5G, blockchain, IoT, cloud and India's missions.
SyllabusGS III · Awareness in the fields of IT, computers, robotics and emerging technologies
A last-week revision sheet for emerging technologies. Prelims asks for the one-line meaning of a term; Mains asks what it means for India.
Terms in One Line
| Term | Meaning |
|---|---|
| Machine learning | Programs that learn patterns from data instead of following hand-written rules |
| Deep learning | ML using many-layered artificial neural networks |
| Generative AI | Models that create new text, images, audio or code |
| Large language model | Generative model trained on vast text to predict the next token |
| Hallucination | Fluent but false output from a generative model |
| Deepfake | AI-generated synthetic media impersonating a real person |
| Qubit | Quantum bit; can be in a superposition of 0 and 1 |
| Entanglement | Linked qubits whose states are correlated whatever the distance |
| Decoherence | Loss of quantum behaviour due to disturbance from the environment |
| QKD | Quantum Key Distribution; eavesdropping is detectable |
| Post-quantum cryptography | Classical algorithms designed to resist quantum attack |
| Blockchain | Distributed, tamper-evident ledger validated by consensus |
| Edge computing | Processing data near its source to reduce delay |
| Network slicing | Several virtual networks on one physical 5G network |
| ATMP / OSAT | Assembly, testing, marking and packaging of chips |
India’s Missions and Laws
| Initiative | Year | Key fact |
|---|---|---|
| National Supercomputing Mission | 2015 | PARAM series; C-DAC and IISc |
| Semicon India Programme / ISM | December 2021 | ₹76,000 crore |
| 5G services launched | October 2022 | — |
| National Quantum Mission | April 2023 | ₹6,003.65 crore; 2023-24 to 2030-31; 50–1,000 physical qubits target |
| Digital Personal Data Protection Act | 2023 | Governs processing of digital personal data |
| IndiaAI Mission | March 2024 | ₹10,371.92 crore; compute, datasets, foundation models |
High-yield facts
- Micron’s ATMP unit at Sanand (approved June 2023); Tata Electronics fab at Dholera (approved February 2024).
- India hosted the GPAI summit in New Delhi in December 2023 and co-chaired the Paris AI Action Summit in February 2025.
- Nobel Physics 2024 — Hopfield and Hinton (neural networks); Nobel Chemistry 2024 — Baker, Hassabis, Jumper (protein design and AlphaFold).
- Shor’s algorithm is the reason quantum computing threatens today’s public-key encryption.
Traps
Watch these
- Quantum advantage is problem-specific, not universal.
- Blockchain does not need a central validator.
- ATMP is not fabrication.
- LLMs learn statistically; they are not rule-programmed and can hallucinate.
Related Topics
- Emerging Technologies: AI, Quantum Computing and Semiconductors
- IT and Emerging Tech — practice questions
- IT, Computers and Emerging Technologies — overview
- Cyber Security and Communication Networks
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