AI for Business Transformation

OpenAI and Anthropic are expanding into enterprise AI solutions, a trend that may disrupt the traditional outsourcing-driven Indian IT industry.

Enterprise AI:

»     Enterprise AI refers to the integration of Artificial Intelligence technologies such as machine learning, Natural Language Processing (NLP) and computer vision into large organizations to improve efficiency and decision-making.

»     Application: Used in supply chain, finance, HR, healthcare, cybersecurity and customer service.

       o  Enables automation, fraud detection, predictive analytics and personalized services.

»     Challenges: Requires scalable, secure and governed systems with high-quality data infrastructure and may compromise data privacy, cybersecurity risks and workforce displacement.

Banking Fraud: Mule Accounts

Indian Cyber Crime Coordination Centre (I4C) signed MoU with Reserve Bank Innovation Hub to curtail mule accounts. 

Mule Accounts

»     Mule accounts are bank accounts used by cyber criminals to illegally transfer or launder stolen money obtained through cyber frauds.

»     Often opened using fake identities or by exploiting unsuspecting individuals.

»     Used to hide the real beneficiary and create layers in digital financial fraud.

»     MuleHunter.AI, an AI-based system for detecting and preventing mule accounts, has been launched by the RBI in 2024.

COSOP: Inclusive Growth Strategy

The Country Strategic Opportunities Programme (COSOP) is an International Fund for Agricultural Development (IFAD) led framework to produce a positive impact on the poverty which will be implemented for the period 2026–2033 in India.

COSOP 2026–2033 for India

»     Aim: To strengthen rural incomes, improving resilience and expanding sustainable livelihood opportunities across India reducing poverty.

o  Extreme poverty dropped from 40 per cent in 2004 to 2.3 per cent in                                                    2022, though 11 per cent of the population remains multidimensionally poor.

»     Strategic goal: Building comprehensive rural prosperity and resilience within the framework of Viksit Bharat@ 2047.

»     The country programme has two strategic objectives:

       o  Strategic objective 1: Social, economic and climatic resilience of rural       communities is enhanced in line with India''s commitment towards poverty-free villages.

       o  Strategic objective 2: Enhanced performance, visibility and scalability of interventions through strengthened knowledge systems.

Target group:

»     Geographic: Poorer and climate-vulnerable Himalayan states, particularly the 10 poorest states, and 112 aspirational districts.

»     Poverty targeting: Households below the poverty line, small/marginal farmers, landless people, fishers, women-headed households, youth and persons with disabilities.

»     Social Group: SCs, STs, pastoralists, fishers and forest-dependent communities.

About International Fund for Agricultural Development (IFAD):

»     It is a specialized United Nations agency and an International Financial Institution that tackles hunger and poverty in rural communities.

»     Year of Establishment: 1977.

»     HQ: Rome, Italy.

»     Member States: 180 (India is a founding member).

Digi Locker Spotlight

Gujarat, along with five other states, was felicitated for its exceptional contribution to the large-scale integration and adoption of DigiLocker across State government services

DigiLocker 

»     It aims at ‘Digital Empowerment’ of citizen by providing access to authentic digital documents to citizen’s digital document wallet.

»     It is a flagship initiative of the Ministry of Electronics and Information Technology under Digital India Programme.

»     Documents are legally valid under IT Rules, 2016.

»     Benefits:

       o  Enables paperless governance and reduces administrative burden.

       o  Provides real-time verification and secure document exchange.

»     Ensures faster delivery of services in education, health, employment and financial inclusion.

Displacement Trends 2026

Released by the Internal Displacement Monitoring Centre (IDMC), and the Norwegian Refugee Council (NRC).

Key Highlights

»     Over 82 million people were internally displaced across 104 countries by 2025.

       o  Conflict and violence displaced 68.6 million people, far exceeding disaster-related displacement.

»     Sudan, Palestine, Iran, and Democratic Republic of the Congo were among the worst-affected regions.

Exam Ecosystem in Crisis

The cancellation of National Testing Agency (NTA) NEET-UG 2026 exam after the paper leak reflects larger concern of failure of Exam Ecosystem in India.

»     NTA, established under Societies Registration Act (1860) in 2017 by Ministry of Education, conducts standardized entrance and recruitment examinations in India.

Reasons for Failure of Exam Ecosystem:

»     Unequal Education Standards: Wide gap between CBSE, State Boards, and International Baccalaureate (IB) creates unequal competition.

»     Corruption and paper leaks: Scams like the Vyapam scam (Madhya Pradesh) undermine trust in examinations.

»     Over-Centralization of Examinations: “One Nation, One Exam” approach ignores regional and educational diversity creating excessive pressure on a single test.

»     Weak cybersecurity: Poor digital security exposes online question papers to leaks and unauthorized access.

»     Cultural: In some parts of India, there''s a degree of social acceptance of cheating in exams. E.g., Incidents of mass cheating reported from Bihar.

Ethical Aspects affected due to failure of exam system: 

»     Fairness: Equal and unbiased opportunity is compromised raising question on Integrity and Transparency, accountability of exam process.

»     Violates deontological ethics: Students have adopted unfair means (cheating) for favorable ends (results).

»     Virtue Ethics: Virtues of truth, trust, and excellence of character do not support deception or dishonesty.

»     Equity: Disadvantaged students affected more impacting their liberty and right to access.

Legal Provisions related to Exam Ecosystem:

»     Public Examination (Prevention of Unfair Means) Act, 2024: Aimed at curbing leaks, malpractices as well as organized malpractices in recruitment examinations.

»     Public Examination (Prevention of Unfair Means) Rules, 2024 were published under the act which mandate, Venue-in-charge must file FIRs in cases of exam malpractice and Committees will probe involvement of management or service providers.

Forests Off Track – 2026

The report is prepared by the UN Department of Economic and Social Affairs and the UN Forum on Forests (UNFF) Secretariat.

»     It assessed progress towards the 6 GFG set for 2030 and the associated targets of the United Nations Strategic Plan for Forests (2017–2030), launched during the 21st UNFF session. 

       o  UNFF (established in 2000), an intergovernmental body composed of all UN members and members of specialised agencies, aims to promote the management, conservation, and sustainable development of all types of forests. 

Key Highlights of Report

»     Reduction in Forest Area: Shrank by over 40 million hectares between 2015 and 2025.

»     Major Drivers: Agricultural expansion and surging demand for fuelwood and charcoal.

»     Barriers to Sustainable Forest Management: Weak governance, insecure land tenure, illegal trade, and limited institutional capacity.

»     Degradation Intensification: Due to climate-linked pressures such as droughts, wildfires, heatwaves, pests, and diseases.

»     Finance Gap: Despite reaching a record US$84 billion in 2023, finance remains far below the estimated US$300 billion needed annually by 2030.

Recommendations: 

»     The report emphasizes stronger coordination, higher forest financing, deforestation-free supply chains, and cleaner energy access to reduce dependence on fuelwood and charcoal.

India’s 5 Diplomatic Principles

Amid a shifting global order marked by geopolitical rivalry, regional conflicts, and economic realignments, India’s diplomacy should be guided by five key strategic principles.  

Five Core Principles for India’s Diplomacy

»     Reciprocity: India’s foreign policy should be guided by mutual support and trust with strategic partners.

       o  E.g., Despite the ongoing Iran conflict, the Prime Minister is set to visit the UAE which has consistently backed India on issues such as Kashmir and counter-terrorism.

»     Diversification: India should broaden its diplomatic and economic engagements beyond traditional partnerships to reduce strategic dependence and access new opportunities.

       o  E.g., expanding cooperation with Europe in trade, advanced technology, etc.

»     Strategic Flexibility: India must adopt a pragmatic and interest-based approach amid changing global power equations and evolving geopolitical alignments. E.g., engagement with both BRICS and Quad.

»     Strategic Expansion: India should deepen outreach to emerging regions of economic and geopolitical importance to secure markets, resources, and connectivity.

       o  E.g., growing India–Africa cooperation in trade, critical minerals and development partnerships.

»     Domestic Renewal: Strong diplomacy must be backed by domestic economic resilience, technological capacity, and institutional reforms to effectively navigate global uncertainties.

       o   E.g., focus on manufacturing, innovation, and technological self-reliance.

India’s AI Forecasting Duo

Two systems include first ever AI-enabled “Forecast of Monsoon Advance over Different Parts of the Country” and a “High Spatial Resolution Rainfall Forecast for Uttar Pradesh” as a pilot service.

AI-enabled advanced weather forecast systemsIt

»     Ministry: Ministry of Earth Sciences (MoES).

»     Developed by: Jointly by the India Meteorological Department (IMD), Indian Institute of Tropical Meteorology (IITM), Pune, and National Centre for Medium Range Weather Forecasting (NCMRWF).

»     Aim: To deliver hyper-local, impact-based and AI-driven weather services and to provide Localized Weather Information up to 10 Days in Advance.

»     Coverage: AI-enabled Systems will provide Hyper-Local Weather forecasts generating ‘block’ level forecasts for 16 States and Over 3,000 Sub-districts.

       o  Hyper-local weather refers to weather data and forecasts that focus on a very small, precisely defined geographic area, often at the scale of a neighborhood, city block etc.

»     AI enabled pilot project for Uttar Pradesh: It will generate rainfall forecasts at 1-km spatial resolution.

Significance of Hyperlocal Weather Forecasting

»     Urban Planning: Monitors air quality, heat distribution, and rainfall for disaster management/prevention.

»     Agriculture: Provides precise soil moisture, temperature, and precipitation data for crop management.

»     Events and Recreation: Delivers accurate weather information for sporting events, outdoor activities etc.

Government Initiative for Efficient Weather Forecasting:

»     Mission Mausam: To enhance the accuracy, resolution and lead time of forecasts.

»     Integration of the Bharat Forecast System (BFS) under Mission Mausam.

»     Mobile applications: such as MAUSAM, MEGHDOOT, DAMINI, and UMANG to disseminate public information.

»     Mausamgram portal: By India Meteorological Department for accessibility of forecast.

Maritime Insurance Reform – India

The government issued the first insurance covers under its $1.5-billion Bharat Maritime Insurance Pool.

Bharat Maritime Insurance Pool

»     Purpose: Ensures continuous and affordable insurance despite withdrawal of foreign insurers during conflicts.

»     Coverage: All maritime risks including hull, machinery, cargo, protection and indemnity (P&I) and war.

»     Significance: strengthens trade security and self-reliance.

NSAP – Social Security Net

A recent study has found that the Centre’s old-age pension assistance of ₹200–500 under the NSAP has been significantly eroded over time due to inflation.

»     The study has recommended a National Floor Pension (NFP) on the lines of the National Floor Level Minimum Wage set by the Ministry of Labour and Employment.

National Social Assistance Programme (NSAP), 1995

»     Provides social assistance to Below Poverty Line elderly, widows, disabled persons and bereaved families.

»     Centrally Sponsored Scheme, administered by Ministry of Rural Development

»     Based on Article 41 of DPSP related to public assistance.

Key schemes:

       o   National Old Age Pension Scheme (IGNOAPS)

       o  National Widow Pension Scheme (IGNWPS)

       o  National Disability Pension Scheme (IGNDPS)

       o  National Family Benefit Scheme (NFBS)

       o  Annapurna Scheme

»     Implemented across rural and urban areas with support of States/UTs.

»     It promotes social security, dignity and financial inclusion of vulnerable groups.

Panel for CBI Chief Appointment

Leader of Opposition has recorded his dissent on selection of next CBI chief.

About CBI Director Selection Committee:

»     As per the Section 4A of Delhi Special Police Establishment (DSPE) Act 1946, the CBI Director is appointed by the Central Government on the recommendation of a 3-members committee consisting of

       o  Prime Minister (Chairperson)

       o  Chief Justice of India (or Judge of the Supreme Court nominated by him)

       o     Leader of Opposition in Lok Sabha (or the leader of the single largest opposition party in Lok Sabha).

»     Tenure: 2 years, extendable to 3 more years (1 year at a time).

PD 1 Inhibitors – Cancer Immunotherapy

Scientists have found that drugs called PD-1 inhibitors can make the blood-brain barrier more permeable.

PD-1 inhibitors

»     PD-1 inhibitor stands for Programmed Cell Death Protein-1 inhibitor.

»     A PD-1 inhibitor is a type of immunotherapy drug (checkpoint inhibitor) that blocks the PD-1 checkpoint protein, helping the immune system recognize and attack cancer cells more effectively.

       o  An immune checkpoint inhibitor (or just checkpoint inhibitor) is a type of monoclonal antibody, a lab-made protein designed to block checkpoint proteins.

       o  Checkpoint proteins act like switches which turn the immune response on or off and regulate its degree of activation.

»     Immunotherapy is a broad category of cancer therapies that triggers the body''s immune system to fight cancer cells.

Sikh Warrior & Martyr

Sirhind Fateh Divas has been observed.

»     Sirhind Fateh Divas is observed annually to commemorate the historic conquest of Sirhind by Baba Banda Singh Bahadur in 1710.

Baba Banda Singh Bahadur (1670–1716)

»     Great Sikh warrior and commander of the Khalsa army.

»     Born as Lachman Dev in Rajouri region of present-day Jammu & Kashmir.

»     Later became a disciple of Guru Gobind Singh and came to be known as Banda Singh Bahadur.

Martyrdom

»     Captured by Mughal ruler Farrukhsiyar.

»     Refused religious conversion despite severe torture.

»     Attained martyrdom at Mehrauli, Delhi, where a memorial stands in his memory.

Values:

»     Courage, Sacrifice, etc.