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Answer: Corporation for Assigned Names and Numbers / ICANN
ICANN coordinates domain names, IP addresses, protocol parameters. Multi-stakeholder model ensures open, interoperable internet. India participates through government and civil society.
Answer: Interdisciplinary Cyber Physical Systems / NM-ICPS
NM-ICPS (DST) funds R&D in AI, IoT, robotics, quantum technologies. Aims to build indigenous capabilities and innovation ecosystem. Critical for strategic technology questions.
Answer: Stratified
Stratified sampling maintains class proportions in train/test splits, critical for imbalanced classification tasks. Prevents evaluation bias from skewed splits.
Answer: Incident
Post-incident review captures lessons learned: what happened, response effectiveness, root causes, improvements. Critical for continuous security program maturity.
Answer: Reinforcement / RLHF
Reinforcement Learning from Human Feedback (RLHF) trains reward models from human preferences, then optimizes LLM to maximize rewards. Critical for aligning AI with human values.
Answer: WTO / OECD
WTO e-commerce negotiations and OECD digital economy work address cross-border data flows, digital taxation, consumer protection. India actively participates in shaping global digital trade rules.
Answer: Digital India / UPI
Digital India encompasses UPI, Aadhaar, DigiLocker for inclusive digital services. UPI enables instant, interoperable payments driving financial inclusion. Critical for digital economy questions.
Answer: Label / One-Hot
Categorical encoding: label encoding for ordinal variables, one-hot for nominal, target encoding for high-cardinality. Choice impacts model performance and interpretability.
Answer: CSA CCM / Cloud Controls Matrix
Cloud Security Alliance Cloud Controls Matrix provides comprehensive security controls for cloud services, mapped to standards like ISO 27001, NIST. Critical for cloud security governance.
Answer: Beam / Nucleus
Advanced decoding: beam search explores multiple hypotheses, nucleus (top-p) sampling truncates low-probability tokens. Balance diversity and coherence in text generation.
Answer: FAME
FAME (Faster Adoption and Manufacturing of Electric Vehicles) India provides demand incentives for EVs and charging infrastructure. Phase-II focuses on public transport and shared mobility.
Answer: Regularization
Regularization (L1/Lasso, L2/Ridge, Dropout) adds penalty terms to loss function or randomly drops units during training. Prevents overfitting by discouraging complex models. Critical for generalization.
Answer: Red Team / Penetration
Red teaming conducts adversarial simulations (cyber, physical, social) to identify gaps in detection, response, and resilience. Distinct from vulnerability scanning. Critical for mature security programs.
Answer: Multimodal Learning
Multimodal models (CLIP, LLaVA) process text, images, audio jointly, enabling visual question answering, image captioning, and cross-modal retrieval. Critical for next-gen AI applications.
Answer: Semiconductor
India Semiconductor Mission implements ₹76,000 crore incentive scheme for fabs, display fabs, ATMP, design. Partnerships with global players announced. Critical for tech sovereignty questions.
Answer: Ensemble
Ensemble methods (bagging, boosting, stacking) combine weak learners to reduce variance, bias, or improve predictions. Random Forests and Gradient Boosting are widely used ensemble techniques.
Answer: Response
Incident response follows structured phases: preparation, detection, containment, eradication, recovery, lessons learned. Critical for minimizing breach impact and improving defenses.
Answer: AI / Autonomous
AI agents combine LLMs with planning, tool use, memory for autonomous task execution. Applications: research assistants, customer service, workflow automation. Critical for next-gen AI systems.
Answer: Consortium / W3C
W3C develops web standards: HTML, CSS, XML, accessibility guidelines. Ensures interoperability and innovation on the web. India participates through W3C India office. Critical for web policy questions.
Answer: Artificial Intelligence / #AIforAll
#AIforAll strategy (NITI Aayog) focuses on leveraging AI for inclusive growth across healthcare, agriculture, education. Emphasizes research, skilling, data governance, and ethical principles.