India has improved its ranking in the Network Readiness Index (NRI) 2025, jumping four places to 45th. India's score increased to 54.43/100, reflecting the country's strength and progress in digital and network readiness.
The Network Readiness Index (NRI) is a global index that measures how effectively countries are using information and communication technologies (ICTs) to drive economic growth, innovation, quality of governance, and social progress.
The index is published by the Portulans Institute, an independent, non-profit research and educational institute based in Washington, D.C.
India ranks third in terms of domestic market size, reflecting its large and digitally active consumer base.
According to the report, India's network readiness exceeds expectations for its income level. India ranks second in the category of low-middle income countries.
This conference will be one of the largest global events related to AI ever held. It will see broad participation from various regions and continents.
The event will be attended by governments, industry, academia, research institutions, civil society organizations, and international institutions. This reflects an inclusive and multi-stakeholder approach to AI governance.
During the conference, various working groups will delve into the impact of AI on employment, reliable and secure frameworks for AI systems, and AI applications in key sectors such as healthcare, industry, and services.
The AI Impact Summit 2026 is not just an international conference for India, but a strategic opportunity to establish leadership in global AI governance. India's approach, focused on inclusive development, pragmatic policies, and the interests of the Global South, can provide a new direction to the global AI discourse. However, without addressing structural challenges related to hardware, energy, and investment, it will be difficult to fully capitalize on this opportunity. Nevertheless, this summit has the potential to elevate India's technology diplomacy and global role to new heights.
| Prelims: (Polity & Governance + CA) Mains: (GS 2 – Parliament, Constitutional Offices, Democratic Accountability) |
The Opposition has moved a no-confidence motion against Lok Sabha Speaker Om Birla. Parliamentary sources indicate that the motion will now be examined and processed as per established constitutional and procedural rules.
The move follows criticism from the Congress and other parties, who accused the Speaker of not permitting the Leader of Opposition to quote from or discuss former Army Chief M M Naravane’s unpublished memoir.
The Opposition also objected to the Speaker’s claim that Prime Minister Modi could have been attacked inside the House, calling it unwarranted and contentious.
The office of the Speaker of the Lok Sabha occupies a central position in India’s parliamentary system. As the presiding officer of the House, the Speaker is expected to function with neutrality, uphold constitutional values, protect minority rights, and ensure smooth legislative functioning.
Over time, however, the Speaker’s decisions—particularly regarding recognition of members, certification of Money Bills, disciplinary actions, and allocation of speaking time—have increasingly come under political scrutiny. The current controversy reflects growing tensions between the ruling party and the Opposition over procedural fairness, parliamentary debate, and the limits of presiding authority.
While India’s Constitution allows for the removal of the Speaker, the process is deliberately stringent to safeguard the dignity, stability, and independence of the office, ensuring that removal is not used as a routine political tool.
The Lok Sabha Speaker (or Deputy Speaker) can be removed from office only through a strict constitutional process.
Under Article 94(c) of the Constitution, removal is possible by a resolution passed by a majority of all the then members of the Lok Sabha.
This provision applies only to the Lok Sabha, not the Rajya Sabha, and the procedural requirements are stringent, reflecting the high threshold set for removing the presiding officer of the House.
Article 94 of the Constitution lays down the conditions under which the Speaker or Deputy Speaker vacates office:
These provisions ensure both stability and accountability of the presiding officers.
In all three cases, the motions failed, and none of the Speakers were removed from office, underscoring the high threshold for such action.
Under Rule 200A of the Rules of Procedure and Conduct of Business in Lok Sabha, a no-confidence motion against the Speaker must meet strict content and conduct requirements:
1. Reinforcing Parliamentary Accountability
Such motions, though rare, serve as an institutional mechanism to hold the presiding officer accountable to constitutional norms and parliamentary ethics.
2. Protecting the Neutrality of the Speaker’s Office
The high threshold ensures that the Speaker is insulated from routine political pressures, preserving the independence and dignity of the office.
3. Reflecting Health of Parliamentary Democracy
Open contestation over procedural fairness highlights the vibrancy of parliamentary democracy and the centrality of debate, dissent, and institutional checks.
4. Balancing Stability and Oversight
The stringent process balances the need for stability in legislative functioning with the democratic principle of oversight over constitutional offices.
5. Setting Normative Standards for Legislative Conduct
Debates around the Speaker’s role influence evolving conventions regarding impartiality, decorum, and procedural justice in Parliament.
FAQs1. Under which Article can the Lok Sabha Speaker be removed ? Under Article 94(c) of the Constitution, by a resolution passed by a majority of all the then members of the Lok Sabha. 2. Is a no-confidence motion against the Speaker common in India ? No, it is extremely rare and has been attempted only three times since Independence, none of which succeeded. 3. What notice period is required for moving a removal motion ? A minimum of 14 days’ written notice must be given to the Secretary-General of the Lok Sabha. 4. Can the Speaker participate in the proceedings during a removal motion ? Yes, the Speaker can speak and vote but cannot exercise a casting vote in case of a tie. 5. Why is the process of removing the Speaker so stringent ? To protect the neutrality, dignity, and independence of the Speaker’s office and prevent its misuse for routine political battles. |
| Prelims: (Polity + Governance + Science & Technology + CA) Mains: (GS 2 – Governance, Fundamental Rights, Cyber Law; GS 3 – Science & Technology, Internal Security) |
Advances in generative artificial intelligence have dramatically lowered the cost and skill required to create hyper-realistic audio, video, and images. While these technologies enable creativity and innovation, they have also fueled a surge in deepfakes, misinformation, impersonation, and non-consensual intimate imagery.
Globally, governments are grappling with how to regulate synthetic media without undermining free speech and innovation. The European Union’s AI Act, China’s deepfake labelling rules, and emerging US policy debates reflect a shared concern over the societal harms of unregulated AI-generated content.
In India, the challenge is compounded by the scale of digital platforms, rapid virality, linguistic diversity, and the vulnerability of individuals—especially women and public figures—to online abuse. Existing takedown timelines under the IT Rules were increasingly seen as inadequate to prevent irreversible harm once content goes viral.
The February 2026 amendments mark a shift from reactive content moderation to proactive digital governance, embedding accountability, transparency, and rapid response into India’s regulatory framework.
For Court/Government-declared illegal content:
For non-consensual intimate imagery and deepfakes:
For other unlawful content:
Takedown timeline reduced from 36 hours to 3 hours.
Rationale: Earlier timelines were seen as ineffective in preventing virality and irreversible reputational harm. The government argues that major platforms possess sufficient technical capacity for faster removal.
Concerns:
Legal definition of “Synthetically Generated Information (SGI):”
Audio, visual, or audio-visual content artificially created, generated, modified, or altered using a computer resource in a way that makes it appear real or indistinguishable from authentic events or persons.
Key features:
Exclusions: Routine editing and quality-enhancing tools (e.g., smartphone touch-ups) are excluded—narrowing the scope from the draft October 2025 version.
Under Section 79 of the IT Act, 2000, intermediaries are protected from liability for user-generated content, provided they exercise “due diligence.”
Impact of the amendment:
The amendment partially rolls back an earlier rule that limited States to appointing only one authorised officer for issuing takedown orders.
States may now designate multiple authorised officers, addressing administrative needs of populous States and improving enforcement capacity.
The urgency of reform follows global controversies, including:
These incidents raise serious concerns about:
India’s amendments place the country within a broader international movement toward stricter AI governance and platform accountability.
Article 19(1)(a) – Freedom of Speech:
Overbroad or rushed takedowns may chill legitimate expression. Short timelines increase the risk of defensive over-removal by platforms.
Article 21 – Right to Privacy and Dignity:
Faster removal of non-consensual deepfakes strengthens protection of individual dignity, bodily autonomy, and reputational rights.
Federal Implications:
1. Protecting Individual Dignity and Privacy
Rapid takedown of deepfakes and intimate imagery strengthens constitutional protections under Article 21.
2. Enhancing Platform Accountability
By linking compliance to safe harbour protection, the rules shift responsibility onto intermediaries to act decisively and transparently.
3. Curbing AI-Driven Misinformation
Mandatory labelling and rapid removal reduce the risk of synthetic media distorting public discourse, elections, and social trust.
4. Aligning India with Global AI Governance Trends
The amendments place India alongside the EU, China, and other jurisdictions adopting stricter norms on synthetic media.
5. Strengthening Cyber Governance Architecture
The reforms modernise India’s digital regulatory framework to keep pace with rapidly evolving AI technologies.
FAQs1. What are “synthetically generated information” (SGI) under the new rules ? SGI refers to audio, visual, or audio-visual content artificially created or altered using computer resources in a way that makes it appear real or indistinguishable from authentic events or persons. 2. What are the new takedown timelines ? Court/government-declared illegal content must be removed within 3 hours, and non-consensual deepfakes or intimate imagery within 2 hours. 3. How do the amendments affect intermediary safe harbour ? If intermediaries fail to exercise due diligence in removing unlawful synthetic content, they may lose safe harbour protection under Section 79 of the IT Act. 4. Are all edited images considered AI-generated content ? No. Routine editing and quality-enhancing tools, such as smartphone touch-ups, are excluded from the definition of synthetically generated information. 5. Why are these amendments constitutionally significant ? They seek to balance freedom of speech (Article 19(1)(a)) with the right to privacy and dignity (Article 21) in the digital age. |
| Prelims: (Economics + CA) Mains: (GS 3 – Infrastructure, Transport, Internal Security; GS 2 – Governance and Regulation) |
India’s aviation sector is under scrutiny following repeated operational disruptions, safety incidents, and declining service reliability among major airlines, raising concerns about the sustainability, safety, and resilience of the country’s rapidly expanding air transport system.
Over the past decade, India’s civil aviation sector has transformed into one of the fastest-growing in the world, driven by rising incomes, urbanisation, regional connectivity initiatives such as UDAN, and aggressive fleet expansion by private carriers. India is now the world’s third-largest domestic aviation market, reflecting a structural shift toward air travel as a mainstream mode of transport.
This rapid expansion, however, has increasingly outpaced institutional capacity, manpower availability, and regulatory oversight. The sector’s growth model—characterised by ultra-high aircraft utilisation, thin profit margins, and heavy dependence on global fuel markets—has created systemic fragilities.
Globally, aviation systems absorb shocks through spare capacity, robust training pipelines, and strong regulatory buffers. In contrast, India’s aviation ecosystem operates close to its limits, making it vulnerable to cascading failures from even minor disruptions.
India operates over 840 aircraft and carries more than 350 million passengers annually, making aviation a key driver of economic integration, tourism, trade, and mobility.
Rapid growth in air travel demand has been driven by:
However, this expansion has exposed structural weaknesses related to manpower, regulation, market concentration, and cost pressures.
While the sector contributes significantly to national development, its current growth trajectory appears overstretched, raising concerns about sustainability, safety, and passenger welfare.
The past year witnessed multiple operational failures, including:
A major disruption in December involving IndiGo acted as a failed “stress test” for the system, revealing vulnerabilities that go beyond a single airline.
These incidents were not isolated but indicative of system-wide constraints, with airlines operating close to maximum capacity.
The rising frequency of safety notices issued by the aviation regulator points to deeper compliance and oversight challenges.
To address concentration and improve connectivity, the government has approved new regional airlines aimed at serving underserved routes.
These entrants align with the objectives of the UDAN scheme, which has expanded regional air access across multiple States.
However, past failures of regional airlines highlight persistent challenges such as:
Without sustained policy support—such as assured subsidies, better airport infrastructure, and relief from fuel price volatility—new entrants risk inheriting the same fragilities.
1. Economic Growth and National Integration
Aviation underpins trade, tourism, business travel, and regional integration. Persistent disruptions threaten economic efficiency and investor confidence.
2. Passenger Safety and Welfare
Operational fragility and regulatory gaps directly affect passenger safety, service reliability, and trust in air travel.
3. Infrastructure and Employment Impact
The sector supports millions of jobs across airlines, airports, tourism, logistics, and manufacturing. Systemic stress risks employment stability.
4. Strategic Connectivity and National Security
Reliable aviation connectivity is critical for disaster response, border management, and strategic mobility.
5. Policy Credibility and Governance Capacity
The aviation crisis tests the state’s ability to regulate high-growth infrastructure sectors effectively and transparently.
FAQs1. Why is India’s aviation sector facing repeated disruptions ? Due to pilot shortages, high aircraft utilisation, regulatory capacity gaps, fuel price volatility, and high market concentration. 2. What are Flight Duty Time Limitation (FDTL) norms ? They are safety regulations that limit pilot working hours and mandate rest periods to reduce fatigue and enhance flight safety. 3. How concentrated is India’s aviation market ? Two airline groups control nearly 90% of domestic passenger traffic, creating systemic risks. 4. What is the role of the UDAN scheme ? UDAN aims to enhance regional connectivity by supporting flights to underserved and unserved airports. 5. What reforms are needed to stabilise India’s aviation sector ? Key reforms include expanding pilot training, strengthening regulation, stabilising fuel costs, promoting competition, and building operational buffers. |
| Prelims: (Polity & Governance + CA) Mains: (GS 2 – Social Justice, Governance; GS 3 – Skill Development, Entrepreneurship) |
Recently, the Minister of State (Independent Charge), Ministry of Skill Development and Entrepreneurship (MSDE), informed the Lok Sabha about the Swavalambini Scheme, a national initiative aimed at promoting women entrepreneurship through structured training, mentorship, and institutional support.
Despite significant progress in education and workforce participation, women in India continue to face systemic barriers to entrepreneurship, including:
India’s female labour force participation rate remains among the lowest globally, and women-led enterprises account for a relatively small share of total businesses, particularly in high-growth and formal sectors.
Recognising that entrepreneurship can serve as a powerful tool for women’s economic empowerment, financial independence, and leadership, the government has increasingly focused on skill development, enterprise promotion, and ecosystem building for women.
The Swavalambini Scheme emerges within this broader policy context, aiming to create a pipeline of confident, skilled, and networked young women entrepreneurs from educational institutions.
The Swavalambini Scheme is a women entrepreneurship programme designed to empower young women with the skills, mindset, and institutional support needed to establish their own businesses.
It introduces a structured, multi-stage training model to help participants move from:
The scheme seeks to:
Target Group: 1,200 female students from Higher Educational Institutes (HEIs) and universities across India.
Participants undergo an introductory programme focused on:
This stage provides in-depth training on:
After formal training, participants receive:
This ensures that training translates into real, sustainable enterprises, rather than remaining theoretical.
This multi-institutional approach ensures coordination between training, finance, recognition, and ecosystem development.
1. Advancing Women’s Economic Empowerment
By enabling women to create and own enterprises, the scheme promotes financial independence, asset ownership, and economic agency.
2. Enhancing Female Labour Force Participation
Entrepreneurship offers an alternative pathway to employment, particularly in regions where formal jobs are scarce or social norms limit women’s workforce participation.
3. Building a Sustainable Startup Pipeline
By targeting students, the scheme nurtures entrepreneurial talent early, strengthening India’s long-term startup ecosystem.
4. Supporting Inclusive Growth
Women-led enterprises often invest more in family health, education, and community development, contributing to broader social outcomes.
5. Aligning with National Development Goals
The scheme supports national objectives under:
FAQs1. What is the Swavalambini Scheme ? It is a national women entrepreneurship programme aimed at empowering young women with skills, mentorship, and support to establish sustainable businesses. 2. Who implements the Swavalambini Scheme ? It is implemented by NIESBUD, Noida, and IIE, Guwahati, under the supervision of the Ministry of Skill Development and Entrepreneurship. 3. Who are the beneficiaries of the scheme ? 1,200 female students from higher educational institutions and universities across India. 4. What support does NITI Aayog provide under the scheme ? NITI Aayog offers mentoring, facilitates seed funding, and recognises successful entrepreneurs through the Award To Reward (ATR) initiative. 5. Why is the Swavalambini Scheme significant ? It promotes women-led development, enhances female labour force participation, strengthens India’s startup ecosystem, and supports inclusive economic growth. |
| Prelims: (History & Culture + CA) Mains: (GS 1 – Indian Art & Culture, GS 2 – International Relations, Cultural Diplomacy) |
Earlier this month, the Smithsonian’s National Museum of Asian Art (NMAA) announced it will return three historic bronze sculptures to the Government of India, acknowledging they were illegally removed from temple settings.
The artefacts include:
The decision aligns with a global push for restitution of looted or illicitly trafficked cultural property to Asian countries such as Cambodia, Indonesia, Sri Lanka, and Thailand. As part of this broader effort, the United States returned 297 Indian antiquities in 2024 alone.
Of the three bronzes, two will be physically repatriated to India, while the Shiva Nataraja will remain at the Smithsonian on a long-term loan. The return follows detailed provenance research that traced their unlawful removal, underscoring growing institutional accountability in global museum practices.
All three sculptures were sacred processional bronzes, traditionally carried during temple rituals, reflecting the refined bronze-casting traditions of South India. These were not decorative objects but living icons central to worship and ceremonial life.
The Shiva Nataraja bronze originated from the Sri Bhava Aushadesvara Temple in Tamil Nadu’s undivided Thanjavur district.
It portrays Shiva as “Lord of the Dance,” performing the ananda tandava (dance of bliss), symbolising cosmic creation, preservation, and destruction.
The Somaskanda bronze traces its provenance to the Visvanatha Temple in Mannargudi, Tamil Nadu.
It depicts:
Notably, the NMAA sculpture is missing Skanda. According to experts, Skanda was often cast separately and was typically the first figure to be lost or separated. Archival photographs show Skanda was already missing by 1959.
Crucially, provenance research revealed that buried or damaged bronzes could later be reinstalled in temples, challenging earlier scholarly assumptions that burial meant permanent removal from ritual use.
The third sculpture depicts Saint Sundarar and his wife Paravai, originally from a Shiva temple in Veerasolapuram village, Tamil Nadu.
The couple were influential Shaivite saints, credited with spreading Shiva worship in eighth-century southern India, and are deeply revered in Tamil religious tradition.
According to the NMAA, such images were:
This underscores their spiritual centrality, distinguishing them from secular museum artefacts.
FAQs1. What artefacts are being returned by the Smithsonian to India ? Three bronzes: Shiva Nataraja (Chola, ca. 990), Somaskanda (Chola, 12th century), and Saint Sundarar with Paravai (Vijayanagar, 16th century). 2. Why is the Smithsonian returning these artefacts ? Provenance research confirmed they were illegally removed from Indian temples and lacked lawful export documentation. 3. Will all three artefacts physically return to India ? Two will be physically repatriated, while the Shiva Nataraja will remain at the Smithsonian on a long-term loan. 4. How does this relate to international conventions ? The return aligns with the UNESCO 1970 Convention and evolving global norms against illicit trafficking of cultural property. 5. What is the broader significance of this restitution for India ? It restores cultural ownership, strengthens ethical museum practices, enhances India’s cultural diplomacy, and revitalises living religious traditions. |
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