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Answer: True
GitOps (ArgoCD, Flux) declaratively defines desired state in Git; operators sync cluster state to match. Benefits: audit trail, rollback via git revert, peer review via PRs. Critical for modern cloud-native deployment practices and infrastructure management questions.
Answer: True
Digital India Act (proposed) aims to address: platform accountability, user rights, emerging tech governance, and algorithmic transparency. Complements DPDP Act and IT Rules. Critical for understanding India's evolving digital regulatory framework in policy exams.
Answer: True
Authenticator apps (Google Authenticator, Authy) generate TOTP locally, immune to SIM swapping, SS7 attacks, and phishing that compromise SMS OTP. NIST recommends moving away from SMS for high-security applications. Critical for authentication best practices questions.
Answer: True
Serverless (AWS Lambda, Azure Functions) scales automatically: from zero to thousands of instances based on demand. Pay-per-execution pricing eliminates idle costs. Trade-offs: cold starts, execution time limits, vendor lock-in. Critical for cost-optimized cloud architecture questions.
Answer: True
CDC captures insert/update/delete operations from database logs (binlog, WAL) and streams to targets (Kafka, data lake). Enables real-time analytics, cache invalidation, and event-driven architectures. Tools: Debezium, AWS DMS. Critical for modern data integration patterns.
Answer: True
Blue-Green deployment: run current version (Blue) and new version (Green) in parallel; switch traffic to Green after validation. Enables instant rollback by reverting traffic. Reduces risk vs in-place updates. Critical for zero-downtime release strategies in DevOps.
Answer: True
IT Rules 2021 mandate Significant Social Media Intermediaries (50L+ users) to appoint: Chief Compliance Officer, Nodal Contact Person, and Resident Grievance Officer. Also require traceability of first originator for certain messages. Critical for platform governance and compliance questions.
Answer: True
Deception technology deploys realistic fake assets (servers, credentials, data) to lure attackers, enabling early detection, threat intelligence, and reduced dwell time. Complements prevention/detection controls. Used in enterprise security and critical infrastructure protection. Important for advanced cybersecurity questions.
Answer: True
Service mesh (Istio, Linkerd, Consul) deploys sidecar proxies to handle service-to-service communication: mTLS encryption, traffic splitting, retries, metrics, and distributed tracing. Decouples infrastructure concerns from application code. Critical for cloud-native architecture questions.
Answer: True
Data lakes (S3, ADLS) store raw structured/unstructured data for flexible analysis; data warehouses (Snowflake, Redshift) store curated, schema-on-write data for BI. Modern architectures use lakehouse pattern combining both. Critical for understanding data platform design in analytics exams.
Answer: True
IaC tools (Terraform, CloudFormation, Ansible) define infrastructure in declarative code files, enabling version control, peer review, automated testing, and consistent deployments across environments. Reduces configuration drift and manual errors. Critical for cloud operations and DevOps questions in technical exams.
Answer: True
AI/ML-powered attacks can mutate malware code, generate polymorphic phishing content, and adapt evasion techniques in real-time to bypass signature-based defenses. Requires behavioral analytics, anomaly detection, and AI-powered defense systems. Critical for understanding next-generation threat landscape in cybersecurity exams.
Answer: True
Universal Design principles (equitable use, flexibility, simplicity, perceptible information) guide creation of inclusive products, buildings, and digital services. Adopted in Indian standards (GIGW, building codes). Critical for sustainable, inclusive development and rights-based approach questions.
Answer: True
Neuromorphic chips (Intel Loihi, IBM TrueNorth) use spiking neural networks and event-driven processing to achieve orders-of-magnitude better energy efficiency than conventional GPUs for AI tasks. Promising for edge AI, robotics, and sustainable computing. Research ongoing at IITs and global labs.
Answer: True
NEP 2020 emphasizes computational thinking, coding, and AI exposure from Class 6 onwards, with experiential learning and teacher training. Implemented via DIKSHA, CBSE curriculum updates, and Atal Tinkering Labs. Critical for education reform and future skills development questions.
Answer: True
India's DPI stack (identity, payments, data exchange) is shared via India Stack and bilateral partnerships. Countries like Singapore, UAE, France, and African nations are exploring/adapting components. Represents India's soft power in digital governance and inclusive innovation. Critical for global development questions.
Answer: True
NDMA leverages geospatial technologies: satellite imagery for hazard mapping, GIS for vulnerability assessment, and GPS for field data collection. Integrated with state SDMA systems for coordinated response. Critical for evidence-based disaster risk reduction and infrastructure planning questions.
Answer: True
RPwD Act 2016 (Section 42) requires government and private entities to ensure websites, apps, and digital services are accessible per prescribed standards. Implemented via GIGW 3.0, WCAG compliance, and audits. Critical for legal framework of digital inclusion and disability rights questions.
Answer: True
6G (expected ~2030) targets: terahertz spectrum (0.1-10 THz) for ultra-high bandwidth, AI-native networks, integrated sensing-communication, and holographic/immersive experiences. India's 6G vision document (2023) outlines research priorities. Critical for understanding next-generation telecom evolution questions.
Answer: False
DPDP Act 2023 received assent in August 2023 but provisions are being notified in phases. Rules for Data Protection Board, compliance requirements, and transitional arrangements are being finalized. Organizations must prepare for consent management, data principal rights, and breach reporting. Critical for legal compliance questions.