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

By 2 min read Updated Oct 2026 #quick revision#science-technology#it-computers-and-emerging-tech

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

TermMeaning
Machine learningPrograms that learn patterns from data instead of following hand-written rules
Deep learningML using many-layered artificial neural networks
Generative AIModels that create new text, images, audio or code
Large language modelGenerative model trained on vast text to predict the next token
HallucinationFluent but false output from a generative model
DeepfakeAI-generated synthetic media impersonating a real person
QubitQuantum bit; can be in a superposition of 0 and 1
EntanglementLinked qubits whose states are correlated whatever the distance
DecoherenceLoss of quantum behaviour due to disturbance from the environment
QKDQuantum Key Distribution; eavesdropping is detectable
Post-quantum cryptographyClassical algorithms designed to resist quantum attack
BlockchainDistributed, tamper-evident ledger validated by consensus
Edge computingProcessing data near its source to reduce delay
Network slicingSeveral virtual networks on one physical 5G network
ATMP / OSATAssembly, testing, marking and packaging of chips

India’s Missions and Laws

InitiativeYearKey fact
National Supercomputing Mission2015PARAM series; C-DAC and IISc
Semicon India Programme / ISMDecember 2021₹76,000 crore
5G services launchedOctober 2022—
National Quantum MissionApril 2023₹6,003.65 crore; 2023-24 to 2030-31; 50–1,000 physical qubits target
Digital Personal Data Protection Act2023Governs processing of digital personal data
IndiaAI MissionMarch 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.
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