Content
- Karnataka Government to Set Up Gig Workers’ Welfare Board
- LR-AShM: India’s Hypersonic Glide Missile Capability
- Expectations from a Gender Lens in Budget 2026–27
- The Issues Surrounding Governors’ Address
- India Has Most Road Accident Deaths in the World: Can ‘Talking Cars’ Curb These?
- ExoMiner++: Planet Spotter
Karnataka Government to Set Up Gig Workers’ Welfare Board
Context and Significance
- Karnataka government has decided to operationalise the Gig Workers’ Welfare Board under the Karnataka Platform-based Gig Workers (Social Security and Welfare) Act.
- The move addresses regulatory gaps in platform-based employment, recognising gig workers as a distinct labour category requiring statutory social security mechanisms.
Relevance
- GS Paper 2 (International Relations):
Global governance, multilateral institutions, Global South diplomacy, India–US relations, climate diplomacy. - GS Paper 3 (Environment & Economy):
Renewable energy transition, climate finance, green growth, solar manufacturing, energy security.
International Solar Alliance (ISA): Core Facts
Establishment and Institutional Profile
- ISA was launched in 2015 on the sidelines of COP21 (Paris) by India and France.
- It became a treaty-based intergovernmental organisation in 2018, after ratification by required member states.
- Headquarters: Gurugram, Haryana, India.
- Membership: Over 120 countries, primarily tropical and developing nations across Africa, Asia, and Small Island Developing States (SIDS).
Mandate and Functional Role of ISA
What ISA Does (and Does Not Do) ?
- ISA does not directly build solar plants; instead, it focuses on risk mitigation, standard-setting, capacity building, and mobilisation of finance.
- It acts as a platform aggregator, linking governments, multilateral banks, private investors, and technology providers.
- Key objective: Reduce cost of capital for solar projects in developing economies.
U.S. Exit: Financial vs Confidence Impact
Limited Financial Impact
- The U.S. joined ISA only in 2021 and contributed around $2.1 million over three years.
- This constituted ~1% of ISA’s total funds, making direct financial disruption negligible.
- India and ISA officials have clarified that ongoing programmes, training, and capacity-building initiatives will continue.
Confidence and Signalling Effect
- Withdrawal sends a negative signal to global lenders and investors, especially in risk-sensitive developing markets.
- Climate economics is driven not only by funds, but also by credibility, long-term commitment, and policy certainty.
Impact on India’s Solar Manufacturing and Projects
Domestic Manufacturing Capacity
- India is now largely self-reliant in solar modules and components, supported by PLI schemes, customs duties, and domestic demand.
- India does not depend on U.S. supply chains for panels or critical equipment.
- Hence, solar power costs in India are unlikely to rise due to U.S. exit.
Employment and Investment
- Most Indian solar projects are backed by long-term PPAs with SECI and state DISCOMs, insulating them from global political shifts.
- Jobs and domestic investments remain structurally secure.
Potential Upside for Indian Industry
- With the U.S. slowing renewable approvals domestically and facing supply tensions with China and Mexico, Indian manufacturers may find export and relocation opportunities.
- Outcomes depend on progress in India–U.S. bilateral trade negotiations and alignment with U.S. technical standards.
Real Risk Zone: Africa and Poorer Developing Countries
Financing Constraints
- ISA’s core work is concentrated in Africa and least-developed countries, which rely heavily on concessional finance and multilateral confidence.
- U.S. retreat from climate platforms may make lenders more risk-averse, slowing project approvals and financial closures.
Spillover Effects on India
- Indian solar developers seeking overseas expansion through ISA-supported projects may face delays.
- Slower solar deployment in Africa weakens South–South cooperation momentum.
Strategic and Diplomatic Implications for India
- ISA is a key pillar of India’s Global South diplomacy and climate leadership.
- U.S. exit removes an influential partner but does not alter leadership structure—India remains the anchor.
- India’s role shifts from agenda-setter to system-sustainer, increasing responsibility for credibility and delivery.
Broader Global Governance Signal
- The episode reflects fragmentation of global climate governance, where multilateral cooperation weakens amid geopolitical realignments.
- Climate action increasingly depends on coalitions of the willing, regional platforms, and middle-power leadership.
Way Forward
- India should strengthen ISA by crowding in MDBs, development finance institutions, and private capital.
- Expand ISA’s role in blended finance, guarantees, and project preparation facilities.
- Use ISA as a tool for technology diffusion, standards harmonisation, and South–South cooperation.
- Diversify partnerships beyond traditional Western donors to ensure resilience.
LR-AShM: India’s Hypersonic Glide Missile Capability
Context and Strategic Significance
- The LR-AShM (Long Range Anti-Ship Missile) hypersonic glide vehicle was showcased during the 77th Republic Day Parade, signalling India’s entry into advanced hypersonic strike capabilities.
- Developed by DRDO, LR-AShM strengthens India’s maritime strike, deterrence, and anti-access/area denial (A2/AD) posture, particularly in the Indo-Pacific security environment.
Relevance
- GS Paper 3 (Internal Security):
Defence technology, missile systems, deterrence, strategic stability, maritime security, A2/AD doctrine. - GS Paper 3 (Science & Technology):
Indigenous defence R&D, hypersonic technologies, DRDO programmes, dual-use technologies.
What is LR-AShM?
Hypersonic Glide Missile System
- LR-AShM is a hypersonic glide missile designed to meet Indian Navy requirements, capable of engaging static and moving targets at sea.
- It combines hypersonic speed (Mach 5+), high manoeuvrability, and precision strike capability, complicating adversary detection and interception.
Technical Features and Performance
Speed, Range, and Flight Profile
- The missile travels at Mach 5 or higher, maintaining hypersonic velocity throughout most of its trajectory.
- It has a range of around 1,500 km, enabling deep maritime strike without exposing naval platforms.
- The missile can cover this distance in approximately 15 minutes, drastically reducing enemy reaction time.
Two-Stage Propulsion System
- LR-AShM uses a two-stage solid rocket booster to accelerate the vehicle to hypersonic speeds.
- After separation, the hypersonic glide vehicle (HGV) continues flight within the atmosphere using kinetic energy and aerodynamic lift.
Manoeuvrability and Survivability
Difficult to Detect and Intercept
- Unlike ballistic missiles, LR-AShM follows a low-altitude, non-ballistic trajectory, reducing radar detection and early warning time.
- High manoeuvrability allows mid-course course correction, evading missile defence systems designed for predictable ballistic paths.
Guidance and Targeting
Precision Strike Capability
- The missile is equipped with advanced navigation, guidance, and control systems, enabling precision strikes against moving maritime targets.
- Terminal-phase manoeuvres enhance hit probability against high-value naval assets, including aircraft carriers and destroyers.
Operational and Military Significance
Maritime Deterrence and A2/AD
- LR-AShM significantly enhances India’s anti-ship warfare capability, strengthening deterrence in critical sea lanes.
- It reduces adversary freedom of manoeuvre by creating high-risk zones for hostile naval deployments.
Strategic Balance and Global Context
- Hypersonic weapons are currently operational with few countries, including the U.S., China, and Russia.
- India’s progress places it among a select group of hypersonic-capable powers, enhancing strategic credibility.
DRDO’s Hypersonic Ecosystem
Complementary Hypersonic Programmes
- DRDO is simultaneously developing hypersonic cruise missiles (HCMs) and air-breathing scramjet technologies.
- Hypersonic cruise missiles rely on scramjet engines, enabling sustained powered flight within the atmosphere at Mach 5+.
Comparison: Glide vs Cruise Hypersonic Missiles
Hypersonic Glide Vehicles (HGVs)
- HGVs are boosted by rockets, then glide unpowered at hypersonic speeds with high manoeuvrability.
- They are relatively simpler than scramjet-powered systems and suitable for long-range precision strikes.
Hypersonic Cruise Missiles
- Hypersonic cruise missiles use scramjet propulsion, sustaining powered flight at hypersonic speeds.
- They are technologically complex, requiring advanced materials, thermal management, and combustion stability.
Challenges and Limitations
- Development involves challenges in thermal protection, guidance accuracy at hypersonic speeds, and integration with naval platforms.
- Counter-hypersonic defence systems globally remain limited, increasing strategic instability risks.
Way Forward
- Accelerate testing and induction of LR-AShM variants with longer ranges (up to 3,500 km).
- Integrate with satellite-based maritime domain awareness, naval sensors, and network-centric warfare systems.
- Continue parallel development of hypersonic cruise and scramjet technologies to maintain long-term strategic edge.
Expectations from a Gender Lens in Budget 2026–27
Context and Core Argument
- Budget 2026–27 is expected to address women’s time poverty, a structural constraint limiting female labour force participation, productivity, and equitable inclusion in India’s growth trajectory.
- Gender inequality persists not due to lower female contribution, but because unpaid care work and mobility constraints restrict women’s access to paid employment and skills.
Relevance
- GS Paper 1 (Indian Society):
Gender inequality, women’s work, unpaid care economy, demographic dividend, social justice. - GS Paper 2 (Governance & Social Justice):
Gender budgeting, public policy design, welfare schemes, inclusive governance. - GS Paper 3 (Economy):
Labour force participation, MSMEs, skilling, employment generation, care economy as economic investment.
Data Snapshot: Women, Work, and Time Poverty
Labour Force Participation and Unpaid Work
- Nearly 60% of women remain outside the labour force, despite forming a large share of agricultural and informal workers.
- Time Use Survey shows women’s unpaid domestic work rose from 364 minutes/day (2019) to 366 minutes/day (2024).
- Women’s paid work time increased marginally from 68 to 76 minutes/day, indicating persistent imbalance.
Structural Causes of Women’s Time Poverty
Care Burden and Mobility Constraints
- Childcare, eldercare, and domestic responsibilities disproportionately fall on women, limiting time for paid work or skilling.
- Poor access to safe transport, sanitation, drinking water, and energy increases daily time spent on basic survival tasks.
Gender Budgeting: Concept and Limits
Gender Budget as an Enabling Tool
- Gender budgeting is not welfare spending but a public finance instrument to redistribute time, opportunity, and outcomes.
- India’s gender budget has expanded to 8.9% of total Union Budget (2024–25), highest so far.
Quality vs Quantity Problem
- Nearly 75% of allocations fall under Part B (30–99% women beneficiaries), diluting targeted impact.
- Many schemes are re-labelled as “gender-responsive” without addressing women-specific barriers.
Reimagining Schemes Through a Time-Use Lens
Infrastructure that Saves Women’s Time
- Investments in piped drinking water, sanitation, electricity, clean cooking energy, and rooftop solar reduce unpaid labour.
- Convergence across Jal Jeevan Mission, Swachh Bharat, Ujjwala, and rooftop solar is critical for time savings.
Care Economy and Social Infrastructure
Strengthening Childcare and Nutrition Systems
- Anganwadis, creches, and POSHAN schemes suffer from infrastructure gaps and fragmented implementation.
- Expanding care infrastructure converts unpaid care into social responsibility, freeing women’s productive time.
Employment-Centric Gender Budgeting
Linking Budget to Job Creation
- Employment-linked incentive schemes should set explicit targets—at least 50% of new jobs for women.
- Subsidies for enterprises hiring women should be coupled with social security and childcare support.
Rural Women and MGNREGA Reforms
Enhancing Workdays and Care Integration
- MGNREGA employs a high share of women but remains capped at 100 days in most cases.
- Proposal to expand to 125 days, with on-site childcare, addresses both income and care constraints.
Women Entrepreneurship and MSMEs
Credit, Scale, and Market Access
- Women own nearly 60% of MSMEs, yet most are informal, micro-scale, and under-capitalised.
- Only 9% of MSME credit flows to women-owned enterprises.
- Simplified credit access, market linkage, and transition support are required for scale.
Skills for a Digital and AI Economy
Gendered Skilling Priorities
- Budget must prepare women for AI, digital platforms, and emerging sectors, not only traditional livelihoods.
- Allocation of ₹660 crore for gender support under the IndiaAI Mission (2025–26) signals intent.
- Success depends on outcome-based metrics, not enrolment numbers alone.
Governance and Accountability Gaps
- Gender budgeting often measures money spent, not time saved, income gained, or agency enhanced.
- Lack of disaggregated outcome tracking weakens accountability across ministries.
Way Forward: Budget 2026–27 Priorities
- Shift from women-centric spending to women-centric outcomes, especially time release and labour participation.
- Institutionalise Time Use Surveys in budget planning and scheme design.
- Expand care infrastructure as economic investment, not social expenditure.
- Align gender budgeting with employment, skilling, and digital transformation strategies.
The Issues Surrounding Governors’ Address
Context and Significance
- Recent controversies in Opposition-ruled States over Governors skipping, delaying, or modifying the annual address have revived debates on constitutional propriety, federalism, and neutrality of the Governor’s office.
- The issue goes beyond ceremony, touching the balance between elected governments and constitutional heads within India’s federal structure.
Relevance
- GS Paper 2 (Indian Polity):
Constitutional provisions (Articles 175, 176), Governor’s role, federalism, constitutional morality. - GS Paper 2 (Governance):
Centre–State relations, institutional neutrality, conventions vs discretion, Sarkaria and Punchhi Commissions.
Constitutional Framework
Article 175: Governor’s Address
- Article 175(1) empowers the Governor to address either House or both Houses of the State Legislature and send messages on legislative matters.
- The address is not discretionary in substance; it reflects the policies and programmes of the elected Council of Ministers.
Article 176: Mandatory Annual Address
- Article 176(1) mandates the Governor to address the State Legislature at the commencement of the first session each year and after Assembly elections.
- The address is a constitutional obligation, not a political speech, forming part of legislative procedure.
Established Constitutional Practice
Role of the Governor in the Address
- Since 1937 (provincial autonomy), Governors deliver speeches prepared by the Council of Ministers, outlining the government’s agenda.
- The Governor acts as a constitutional head, speaking on the aid and advice of the elected executive.
Supreme Court Clarifications
- In Shamsher Singh v. State of Punjab (1974), the Supreme Court held that the Governor functions on aid and advice, except in narrowly defined discretionary areas.
- The Court reaffirmed that Articles 175 and 176 do not grant policy discretion to Governors.
Nature of the Current Controversy
Deviations from Convention
- Governors in some States have skipped addresses, omitted portions, or delayed delivery, disrupting legislative functioning.
- Such actions depart from long-standing conventions and challenge the neutrality of the Governor’s office.
Federal and Political Dimensions
- Most disputes arise in Opposition-ruled States, intensifying perceptions of partisan conduct by centrally appointed Governors.
- The controversy reflects deeper tensions in Centre–State relations and competitive federalism.
Governance and Legislative Implications
Impact on Legislative Accountability
- The Governor’s address allows legislatures to debate and scrutinise government policies through a Motion of Thanks.
- Skipping or altering the address undermines legislative oversight and democratic accountability.
Institutional Friction
- Frequent confrontations weaken institutional trust and normalise constitutional brinkmanship.
- This risks converting a ceremonial constitutional role into a site of political contestation.
Sarkaria and Punchhi Commission Recommendations
Sarkaria Commission (1988)
- Emphasised that Governors should act as impartial constitutional heads, not agents of the Centre.
- Recommended restraint in discretionary powers and adherence to constitutional conventions.
Punchhi Commission (2010)
- Called for clear guidelines on Governor’s conduct and suggested a more consultative appointment process.
- Highlighted misuse of gubernatorial office as a threat to federal balance.
Underlying Structural Issues
- Ambiguity in the appointment and accountability of Governors creates incentives for politicisation.
- Absence of enforceable conventions allows selective interpretation of constitutional roles.
Way Forward
- Codify constitutional conventions governing the Governor’s address through parliamentary or judicial clarification.
- Reform the appointment process to ensure neutrality, including consultation with States.
- Reinforce Supreme Court precedents to limit discretionary misuse.
- Strengthen federal norms by recognising the primacy of elected governments in policy articulation.
India Has Most Road Accident Deaths in the World: Can ‘Talking Cars’ Curb These?
Context and Significance
- India records the highest number of road accident deaths globally, highlighting a severe public safety crisis despite expanding road infrastructure and vehicle penetration.
- The government is exploring Vehicle-to-Everything (V2X) communication systems, or “talking cars”, as a technology-led intervention to reduce accidents.
Relevance
- GS Paper 3 (Infrastructure & Transport):
Road infrastructure, transport safety, intelligent transport systems, public safety. - GS Paper 3 (Science & Technology):
V2X technology, AI in transport, digital infrastructure, smart mobility solutions.
Scale of the Road Safety Crisis in India
Data and Global Comparison
- India accounts for nearly 11% of global road accident deaths, according to WHO estimates.
- Over 1.7 lakh people die annually in road accidents, with pedestrians, cyclists, and two-wheeler riders most vulnerable.
- Economic cost of road accidents is estimated at 3–5% of India’s GDP, reflecting productivity loss and healthcare burden.
What Are ‘Talking Cars’? (V2X Technology)
Concept and Components
- V2X (Vehicle-to-Everything) enables vehicles to communicate with other vehicles, road infrastructure, pedestrians, and networks in real time.
- It includes V2V, V2I, V2P, and V2N, allowing hazard alerts, speed warnings, blind-spot alerts, and collision avoidance.
How V2X Systems Work ?
Technical Architecture
- Vehicles are equipped with on-board units (OBUs) and sensors that transmit data on speed, direction, braking, and location.
- Roadside units (RSUs) relay information within a 300-metre detection range, enabling early warning before human reaction time.
Government Initiative in India
Policy and Institutional Framework
- The Ministry of Road Transport and Highways (MoRTH) is working with the Department of Telecommunications (DoT) on V2X standards.
- A Joint Task Force has been set up, involving MoRTH, DoT, and technology stakeholders, to pilot V2X implementation.
Expected Benefits of V2X Adoption
Road Safety Outcomes
- V2X can significantly reduce rear-end collisions, intersection crashes, and fog-related pile-ups, especially on highways.
- Automated alerts reduce dependence on human reflexes, addressing driver fatigue, distraction, and delayed reaction.
Traffic and Environmental Benefits
- Improved traffic flow reduces congestion, fuel consumption, and emissions, aligning with sustainable mobility goals.
- Real-time data enables smarter traffic management and emergency response coordination.
International Experience
Global Adoption Patterns
- United States has led V2X trials with strong regulatory support and vehicle safety mandates.
- European Union countries like Germany and France are integrating V2X into smart mobility frameworks.
- China is scaling V2X aggressively through smart cities and EV ecosystems.
Challenges in the Indian Context
Infrastructure and Cost Constraints
- V2X requires dense roadside infrastructure, high-quality digital connectivity, and standardised hardware.
- High initial costs may limit adoption in low-end vehicles, which dominate Indian roads.
Privacy and Data Governance Issues
- Continuous vehicle data transmission raises privacy, surveillance, and cybersecurity concerns.
- Absence of a robust data protection and liability framework may slow public acceptance.
Limitations of Technology-Only Solutions
- Majority of Indian road fatalities involve two-wheelers and pedestrians, who may not benefit immediately from V2X.
- Poor road design, enforcement gaps, and behavioural factors remain non-technological determinants of accidents.
Way Forward
- Combine V2X deployment with road engineering improvements, strict enforcement, and behavioural change campaigns.
- Begin with high-risk corridors, expressways, and freight routes through pilot projects.
- Integrate V2X with ADAS, Bharat NCAP, and Intelligent Transport Systems (ITS).
- Develop clear data protection, liability, and interoperability standards before mass rollout.
ExoMiner++: Planet Spotter
Context and Significance
- ExoMiner++ is a deep-learning AI model developed by NASA to identify exoplanets from large astronomical datasets, marking growing use of AI in space science.
- It represents a shift from manual, rule-based validation to AI-assisted, scalable discovery, crucial as space telescopes generate massive volumes of data.
Relevance
- GS Paper 3 (Science & Technology):
Artificial Intelligence, space technology, astronomy, big data analytics, explainable AI.
What is ExoMiner++?
Evolution from ExoMiner
- ExoMiner++ is the successor to ExoMiner, which analysed Kepler Space Telescope data and validated 370 previously ambiguous exoplanets.
- The upgraded model is trained on both Kepler and TESS datasets, expanding applicability across missions and star systems.
How ExoMiner++ Works ?
Transit Detection Method
- ExoMiner++ analyses light curves, graphs showing stellar brightness over time.
- When a planet transits its star, it causes a temporary dip in brightness, which the model identifies and evaluates.
Filtering False Positives
- Many brightness dips are caused by binary stars, stellar activity, or background objects, not planets.
- ExoMiner++ distinguishes real planetary signals from such false positives with higher accuracy than conventional techniques.
Explainable Artificial Intelligence (XAI)
Transparency in Decision-Making
- Unlike black-box AI systems, ExoMiner++ is designed as an explainable AI model.
- It provides a confidence score for each candidate and explains why a signal is classified as planetary.
Scientific Utility
- Explainability builds trust among astronomers, enabling human verification rather than replacing scientific judgement.
- It aligns AI outputs with scientific accountability and reproducibility.
Performance and Discoveries
Scale and Efficiency
- ExoMiner++ can analyse thousands of stars simultaneously, far exceeding manual or earlier automated methods.
- Using TESS mission data, it has identified around 7,000 potential exoplanet candidates so far.
Open Science and Collaboration
Open-Source Release
- NASA has released ExoMiner++ as open-source software on GitHub, promoting transparency and global collaboration.
- Researchers worldwide can replicate results, improve algorithms, and apply the model to independent datasets.
Future Mission Integration
- ExoMiner++ is expected to support upcoming missions like the Nancy Grace Roman Space Telescope, which will generate even larger datasets.
- The model’s adaptability ensures long-term relevance across future astronomical surveys.
Broader Scientific and Technological Implications
- Demonstrates AI’s role in accelerating scientific discovery, not just commercial applications.
- Highlights convergence of space science, big data, and machine learning.
- Sets precedent for explainable AI adoption in high-stakes scientific research.
Challenges and Limitations
- AI models depend on quality and representativeness of training data, risking bias if datasets are incomplete.
- Final confirmation of exoplanets still requires follow-up observations using spectroscopy and other techniques.
Way Forward
- Combine ExoMiner++ outputs with ground-based and space-based follow-up missions for validation.
- Expand explainable AI frameworks to other domains like galaxy classification and asteroid detection.
- Strengthen international collaboration in AI-driven space exploration.


