PIB Summaries 13 January 2026
Content BHASHINI Samudaye: Strengthening India’s Language AI Ecosystem India’s Fisheries & Aquaculture Sector: Blue Transformation through Production, Livelihoods and Exports BHASHINI Samudaye: Strengthening India’s Language AI Ecosystem Why in News ? BHASHINI Samudaye workshop organised on 13 January 2026 by Digital India BHASHINI Division, under Ministry of Electronics and Information Technology. Reinforces mandate of National Language Translation Mission (NLTM). Focus: Ecosystem-led governance of Language AI. Community-driven data creation via BhashaDaan. Sovereign, ethical, inclusive AI as part of India’s Digital Public Infrastructure (DPI). Aligns with recent national thrust on: IndiaAI Mission (2024). DPIs for inclusive governance (UPI, DigiLocker, ONDC → now Language AI). Relevance GS I – Indian Society & Culture Linguistic diversity of India (1,300+ mother tongues). Beyond Eighth Schedule languages → inclusion of dialects & tribal languages. Language as a tool of social inclusion and cultural preservation. Digital empowerment of marginalised linguistic communities. GS III – Science & Technology / Internal Security / Economy Science & Technology: AI, NLP, Speech Recognition, OCR in Indian languages. Indigenous datasets → AI sovereignty. Digital Economy: Vernacular enablement of MSMEs, gig workers, startups. Conceptual Basics Language AI: AI systems enabling speech-to-text, text-to-speech, machine translation, OCR across languages. Digital Linguistic Divide: Exclusion of non-English/non-Hindi speakers from digital services. Constitutional & Legal Basis Article 14 – Equal access to public services. Article 19(1)(a) – Freedom of expression in one’s language. Article 21 – Right to life includes access to information. Articles 343–351 – Linguistic diversity & promotion of Indian languages. Eighth Schedule – Recognised languages; BHASHINI goes beyond to dialects. Institutional Architecture BHASHINI Platform: Public digital platform for multilingual AI services. Built as open, interoperable DPI. BhashaDaan: Citizen contribution platform for speech/text datasets. Samudaye Model: Participatory governance involving academia, civil society, states, startups. Static + Current Affairs Integration Static Need: Linguistic diversity (India has 1,300+ mother tongues – Census 2011). Current Response: BHASHINI operationalises constitutional multilingualism using AI. Moves from top-down language policy → community-co-created datasets. Policy Shift: From proprietary AI models → sovereign, open datasets & models. Use-case Expansion: Governance (service delivery). Education (early childhood, vernacular ed-tech). Livelihoods (gig workers, artisans, MSMEs). Challenges Data Quality & Bias Under-representation of tribal/dialectal variations. Coordination Challenge Aligning academia, civil society, startups, states. Capacity Gaps State-level technical & institutional readiness uneven. Ethical Risks Misuse of voice data, deepfake risks. Sustainability Long-term funding & incentives for contributors. Way Forward Institutional Formalise Samudaye councils at national & state levels. Data Governance Adopt DEPA-like consent architecture for language data. Federalisation Dedicated BHASHINI cells in states & UTs. Capacity Building Training bureaucrats, teachers, frontline workers. Tech Roadmap Integrate with IndiaAI compute stack & open LLM initiatives. Ethical AI Mandatory bias audits & community review mechanisms. Prelims Pointers BHASHINI is part of National Language Translation Mission. It is a Digital Public Infrastructure, not a private platform. BhashaDaan = citizen-driven language data contribution. Goes beyond Eighth Schedule languages. Anchored in MeitY, not Ministry of Culture. Takeaway BHASHINI Samudaye exemplifies how Digital Public Infrastructure + Participatory Governance + Ethical AI can operationalise constitutional values in the age of artificial intelligence. India’s Fisheries & Aquaculture Sector: Blue Transformation through Production, Livelihoods and Exports Context Fish production doubled from 95.79 lakh tonnes (2013–14) to 197.75 lakh tonnes (FY 2024–25) → 106% growth. 74.66 lakh employment opportunities generated (direct + indirect) since 2014–15. Reflects outcomes of a decade-long policy push led by Department of Fisheries, under Ministry of Fisheries, Animal Husbandry and Dairying. Reinforced by: Union Budget 2025–26 announcements (PMDDKY). EEZ Rules 2025 for sustainable deep-sea fishing. Record seafood exports despite global trade shocks (US tariffs). Relevance GS I – Geography & Society Coastal livelihoods & island economies. Regional development (Northeast fisheries, coastal belts). Migration & employment in coastal and rural areas. GS III – Economy, Environment, Security Economic growth: Fisheries as fastest-growing agri-allied sector. 7.43% of Agri GVA. Export resilience despite US tariffs. Blue Economy: Sustainable use of marine & inland water resources. Infrastructure & Value chains: Cold chain, processing, integrated aquaparks. Conceptual Framework Fisheries Sector Components: Capture fisheries (marine + inland). Aquaculture (freshwater, brackish, mariculture). Blue Economy: Sustainable use of ocean resources for growth, livelihoods, and ecosystem health. Constitutional & Legal Basis Article 21 – Livelihood and food security. Article 38 & 39(b) – Equitable distribution of resources. Article 48A – Environmental protection (sustainable fishing). Seventh Schedule: Fisheries largely State subject, oceans & EEZ with Centre → cooperative federalism. Institutional & Policy Architecture Key Schemes: Pradhan Mantri Matsya Sampada Yojana (PMMSY). Fisheries and Aquaculture Infrastructure Development Fund (FIDF). Pradhan Mantri Matsya Kisan Samridhi Sah-Yojana (PMMKSSY). Blue Revolution (earlier phase). Total approved/announced investment since 2015: ₹38,572 crore. Static + Current Affairs Integration Static challenge: Low productivity, informality, post-harvest losses. Current response: Productivity raised to 4.77 tonnes/ha (aquaculture). Formalisation via National Fisheries Digital Platform (NFDP). Shift from subsistence → value-added, export-oriented fisheries. Policy evolution: From input subsidy → cluster-based, market-linked growth model. Integration with Digital India (ONDC onboarding of FFPOs). Administrative Cluster-based development: 34 notified fisheries clusters (species/ecosystem-specific). Institutional innovations: Matsya Seva Kendras. Sagar Mitras as last-mile extension workers. Convergence governance: PMDDKY integrates 36 schemes from 11 ministries in 100 Agri Aspirational Districts. Economic India: 2nd largest fish producer globally. 8% of global fish output. Exports: FY 2024–25: ₹62,408 crore (US$ 7.45 bn). Despite 58.26% US tariffs on shrimp, exports grew: +21% value, +12% quantity post-tariff. Agriculture GVA: Fisheries share: 7.43% (highest among allied sectors). Value addition: Value-added exports ↑ 56% in 5 years. Livelihood Livelihood base: ~3 crore fishers & fish farmers. Social security: 34.71 lakh fishers covered under Group Accident Insurance. Nutritional support during ban/lean period to 4.33 lakh families annually. Financial inclusion: 4.49 lakh KCCs sanctioned (₹3,569.6 crore). Environmental EEZ Rules 2025: Sustainable harvesting. Priority to cooperatives & FFPOs. Promotion of low-impact systems: Biofloc, RAS, cage culture, seaweed farming. Traceability & quality: National Framework on Traceability (2025). SOPs for mariculture, harbours, landing centres. Data & Evidence Fish production growth (2013–14 to 2024–25): +106%. Employment generated since 2014–15: 74.66 lakh. Aquaculture export contribution: 62% of export value. Export destinations: 130 countries, 350+ products. Challenges Ecological stress: Overfishing in coastal waters. Federal capacity gaps: Uneven state implementation. Infrastructure deficit: Cold chain & processing still inadequate in hinterlands. Export vulnerability: High dependence on shrimp & US market. Climate risks: Cyclones, warming oceans, disease outbreaks. Way Forward Diversification: Species (seaweed, mariculture, ornamentals). Markets beyond US. Deep-sea fishing: Accelerate EEZ Rules operationalisation. Value addition: Processing clusters, branding, GI tagging. Sustainability: Science-based quotas, ecosystem approach. Human capital: Skill upgradation via ICAR training calendar. Digital governance: Expand NFDP, traceability & e-commerce integration. Prelims Pointers Fisheries = State subject, EEZ = Union domain. PMMSY launched in 2020. India ranks 1st in shrimp exports, 2nd in fish production. Seaweed culture promoted as carbon-negative aquaculture. ONDC includes fisheries FFPOs. Takeaway India’s fisheries transformation demonstrates how policy continuity, infrastructure investment, market integration, and sustainability frameworks can convert a traditional sector into a globally competitive engine of growth and livelihoods.