21 February 2026 Current Affairs (With PDF)
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M.A.N.A.V. Roadmap for Human-Centric AI
At the India AI Impact Summit 2026, the Prime Minister articulated a human-centric vision for AI through the M.A.N.A.V. Framework, aimed at embedding ethical, inclusive, and sovereign principles into India’s AI development.
The framework seeks to translate these principles into actionable outcomes across sectors like education, healthcare, governance, and industry.
What is M.A.N.A.V.?
1. M – Moral and Ethical Systems:
- AI must be Fair, Transparent subject to human oversight
- Example: National Education Policy 2020 promotes digital and AI literacy with emphasis on ethical use of technology.
2. A – Accountable Governance:
- AI systems must function under Clear institutional responsibility, Transparent regulatory rules, Strong oversight mechanisms
- Example: IndiaAI Mission institutionalizes standards for responsible AI development and monitoring.
3. N – National Sovereignty:
- Focus on Securing critical datasets, Strengthening domestic compute capacity, Promoting indigenous AI model development
- Example: India Semiconductor Mission aims to reduce import dependence in semiconductor supply chains.
4. A – Accessible and Inclusive AI:
- AI should Democratize benefits, Bridge digital divide, Be accessible to marginalized populations
- Example: MeghRaj GI Cloud under India’s Digital Public Infrastructure enables affordable AI scaling through shared computing resources.
5. V – Valid and Legitimate Systems:
- AI systems must ensure Trust, Safety and Legal compliance particularly important in the era of deepfakes and misinformation.
- Example: Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Amendment Rules, 2026 formally define synthetically generated content to address emerging risks.
Related Development: New Delhi Frontier AI Impact Commitments
Launched by the Minister for Electronics and IT at the India AI Impact Summit 2026.
1. Nature:
- Voluntary framework
- Signed by frontier AI companies and domestic innovators
- Emphasis on inclusive and equitable AI, especially for the Global South
2. Two Key Commitments:
a) Advancing Understanding of Real-World AI Usage
- Data-driven analysis of AI’s impact
- Focus areas: Jobs, Skills, Productivity, Economic transformation
- Helps governments design evidence-based policies
b) Strengthening Multilingual and Contextual Evaluations
- Ensures AI works effectively across Languages, Cultures, Real-world contexts
- Promotes datasets and benchmarks for under-represented languages
- Collaboration between governments and local ecosystems
Supreme Court on “Freebies Culture” of States
In Tamil Nadu Power Distribution Corporation Limited v. Union of India (2026), the Supreme Court of India cautioned that indiscriminate distribution of freebies — without distinguishing beneficiaries — can hamper long-term economic development and fiscal sustainability.
What are “Freebies”?
- The Reserve Bank of India (RBI) defines freebies as Public welfare measures provided free of charge.
- Distinction from Merit/Public Goods
- RBI differentiates freebies from merit goods such as Education and Healthcare
- These have long-term social and economic benefits, unlike short-term consumption-oriented transfers.
Key Concerns Highlighted
1. Fiscal Burdena:
- Combined gross fiscal deficit of States increased from 2.6% of GDP (FY22) to 3.2% (FY25)
(Economic Survey 2025–26) - Implication: Higher borrowing → crowding out productive investment.
2. Derailing Development Priorities:
- Resources diverted from Infrastructure, Capital formation, Job creation (Economic Survey 2025–26)
- Short-term political gains may undermine long-term growth.
3. Environmental & Resource Stress:
- CAG observations in Punjab flagged free electricity contributing to groundwater depletion.
- Links fiscal populism with ecological externalities.
4. Institutional Weakening:
- Farm loan waivers → stress on banks
- Free power → financial fragility of DISCOMs
- Moral hazard risks
Judicial & Institutional Position
1. Subramaniam Balaji v. State of Tamil Naduz:
- Freebies not bribery or corruption per se
- Courts cannot dictate how governments spend public money
- However, States should prioritize employment-generating welfare over non-merit freebies
2. Election Commission of India (ECI):
- 2014 & 2022 directions: Political parties must explain Rationale of promises and Funding mechanisms
- Aim: Promote transparency and informed voting
Economic Survey 2025–26: Suggested Approach
- Shift from open-ended transfers to durable income-enhancing measures
- Focus on Productivity, Skill development, Human capital
International Examples
- Progresa (Mexico)
- Bolsa Família (Brazil)
These are conditional cash transfers linked to School attendance and Health check-ups
Such models create long-term human capital gains.
Successful Qualification Test for Gaganyaan Drogue Parachute
A major milestone was achieved in India’s human spaceflight programme with the successful qualification test of the Gaganyaan drogue parachute.
The test was conducted by DRDO, ISRO and Aerial Delivery Research and Development Establishment.
The successful test demonstrates India’s capability in designing and manufacturing high-strength ribbon parachutes, critical for safe astronaut recovery.
What is a Drogue Parachute?
- A small stabilizing parachute deploys first during descent
- Slows down and stabilizes the crew module
- Enables safe deployment of the main parachutes
It is a crucial component of the re-entry and landing sequence.
About the Gaganyaan Mission
Objective: To demonstrate India’s human spaceflight capability by launching 3 astronauts to Low Earth Orbit (LEO) at 400 km for a 3-day mission and Safe splashdown in Indian sea waters
Major Components of the Mission
1. Human Rated Launch Vehicle (HLVM-3): Earlier known as GSLV Mk-III:
- It is a three-stage rocket.
- First Stage: Two solid-fuel boosters strapped to core
- Second Stage: Two liquid-fuelled Vikas-2 engines
- Third Stage: Indigenous CE-20 cryogenic engine [Uses liquid hydrogen (fuel) + Liquid oxygen (oxidiser)]
2. Orbital Module:
- Crew Module: Environmental Control and Life Support System, Parachutes, Avionics, Heat shield
- Service Module: Propulsion systems, Power systems, Thermal radiators, Water and oxygen storage
Significance of Gaganyaan Mission
- Space Diplomacy: India will become the 4th country to independently send humans to space after United States, Russia and China.
- This strengthens India’s position in global space collaborations.
- Technological Advancement: Boosts Cryogenic technology, Human-rated launch systems, Re-entry technology, Advanced materials, Life-support systems
- Spillover benefits for Telecommunications, Remote sensing, Weather forecasting, Healthcare technology
- Economic & Strategic Impact: Generates high-skill employment, Encourages private space sector growth, Supports future projects like Bharatiya Antariksh Station, Enhances strategic autonomy
Vibrant Village Programme (VVP)
Phase-II of the Vibrant Village Programme (VVP) was launched on 20 February 2025 from Assam’s Cachar district by the Union Minister of Home Affairs, expanding the programme beyond the northern borders.
About Vibrant Village Programme (VVP)
- Aim: To ensure comprehensive development of border villages by saturating them in four key thematic areas:
- All-weather road connectivity, Telecom connectivity, Television connectivity, Electrification through convergence of government schemes
Phases of the Programme
Phase-I (VVP-I)
- Launched in 2023
- Type: Centrally Sponsored Scheme
- Coverage: Select villages along India’s northern border
- Focus areas: Border villages adjoining China (LAC)
Phase-II (VVP-II)
- Approved in 2025
- Type: Central Sector Scheme
- Coverage: Villages along international land borders of 15 States and 2 Union Territories
- Covers borders other than those already included in Phase-I
- Includes eastern, western, and northeastern borders
Objectives of the Programme
1. Border Area Development:
- Improve infrastructure and living standards in remote border villages
- Reduce migration from border areas
2. Strengthening Internal Security:
- Enable local population to act as “Eyes and ears” of border guarding forces
- Helps in preventing Infiltration, Smuggling, Trans-border crime
3. Strategic and National Integration:
- Integrate border populations into the national mainstream
- Promote patriotism and national participation
4. Economic and Social Development:
- Generate livelihood opportunities
- Improve access to Education, Healthcare, Communication
Strategic Importance for India
- Enhances border security indirectly through population stability
- Prevents depopulation of strategic border areas
- Supports infrastructure near sensitive borders with countries like China, Pakistan, Myanmar, Bangladesh
|
Feature |
Centrally Sponsored Scheme |
Central Sector Scheme |
|
Funding |
Shared between Centre and State |
Fully funded by Centre |
|
Implementation |
State governments implement |
Implemented directly by Centre |
|
Example |
VVP-I |
VVP-II |
Edge Computing
At the India AI Summit, the chairperson of Reliance Industries Limited announced investments to develop a nationwide edge computing network, strengthening India’s digital and AI infrastructure.
About Edge Computing
Edge computing is a distributed computing model where data is processed close to the source (edge devices or nearby servers) instead of sending it to distant centralized cloud servers.
- Processing happens on Device itself (e.g., smartphone, IoT sensor) and Nearby edge server
- Only important or filtered data is sent to central cloud/data center
How Edge Computing Works (Step-wise)
- Data Generation: Devices like sensors, cameras, or machines generate data.
- Local Processing (Edge): Data is processed locally using AI algorithms or software.
- Filtering and Analysis: Only essential information is selected.
- Transmission to Cloud (if needed): Relevant insights are sent to central cloud for storage or advanced analysis.
Example
A security camera in a warehouse:
- Detects suspicious activity using AI locally
- Sends only important clips to data center
- Does not stream entire footage continuously
Result: Faster response and reduced bandwidth use.
Key Features of Edge Computing
- Low latency (faster response time)
- Reduced bandwidth usage
- Real-time data processing
- Improved privacy and security
- Less dependence on centralized cloud
Advantages
1. Reduced Latency:
- Processing happens near data source
- Important for real-time applications like Autonomous vehicles and Healthcare monitoring
2. Bandwidth Efficiency:
- Only relevant data transmitted and Reduces network congestion
3. Enhanced Reliability:
- Devices can work even with poor internet connectivity
4. Improved Data Privacy:
- Sensitive data processed locally
|
Feature |
Edge Computing |
Fog Computing |
Cloud Computing |
|
Processing Location |
On device or nearby edge server |
Intermediate layer between edge and cloud |
Centralized remote data center |
|
Latency |
Lowest |
Moderate |
Highest |
|
Distance from data source |
Very close |
Nearby network layer |
Far away |
|
Example |
Smart camera processing locally |
Local gateway processing IoT data |
Google Cloud, AWS |
“Bio-AI Mulankur” Hubs
The Government of India announced the establishment of Bio-AI Mulankur hubs to integrate artificial intelligence with biotechnology research, strengthening India’s innovation ecosystem under the BioE3 policy.
Meaning of “Mulankur”
- Mulankur means “seed” or “foundation” in Sanskrit.
- Symbolizes foundational hubs to nurture next-generation AI-driven biological innovations.
- Aim: To create integrated, closed-loop research platforms where AI models generate biological predictions, and Laboratory experiments validate those predictions in real time
This creates a continuous feedback loop between AI and biological research.
What is a Closed-Loop Bio-AI System?
- Traditional research: Hypothesis → Experiment → Result → New hypothesis (slow process)
- Bio-AI Mulankur approach: AI predicts biological outcomes → Lab validates → Results fed back to AI → AI improves predictions
This makes research Faster, More accurate and Cost-efficient
Key Focus Areas
- Genomics Diagnostics: AI analysis of DNA data. Early detection of diseases like cancer and genetic disorders
- Biomolecular Design: AI-designed proteins, enzymes, and drugs. Faster drug discovery and vaccine development
- Synthetic Biology: Designing artificial biological systems. Applications in agriculture, medicine, biofuels
- Ayurveda-based Research: Scientific validation of traditional medicine using AI and genomics
Policy Alignment: BioE3 Policy
- Bio-AI Mulankur hubs align with the Department of Biotechnology BioE3 Policy.
- BioE3 = Biotechnology for Environment, Economy, Employment
- Objective: Promote sustainable biotech innovation and bio-economy growth.
Implementing Agencies
- Department of Biotechnology (DBT): Nodal ministry for biotechnology development in India
- Biotechnology Industry Research Assistance Council (BIRAC): Supports biotech startups, innovation, and industry partnerships
Significance for India
- Faster Drug Discovery: AI reduces drug discovery time from 10–15 years to a few years
- Boost to Bio-economy: Supports India’s goal of becoming a $300 billion bio-economy
- Healthcare Transformation: Personalized medicine and Early disease diagnosis
- AI Sovereignty in Biotechnology: Indigenous development using Indian biological data
- Startup and Innovation Ecosystem: Supports biotech startups and research institutions
Conflict in Sudan
A United Nations mission has reported indications of genocide in the siege of El-Fasher, highlighting the severe escalation of Sudan’s ongoing civil war.
Background of the Sudan Conflict
The conflict began in April 2023 as a power struggle between two rival military factions:
1. Sudanese Armed Forces (SAF): Sudan’s official national army:
- Led by General Abdel Fattah al-Burhan
- Represents the state’s formal military authority
2. Rapid Support Forces (RSF): Powerful paramilitary group:
- Led by Mohamed Hamdan Dagalo (“Hemedti”)
- Originated from the Janjaweed militias involved in the Darfur conflict
Immediate Cause of the Conflict
The conflict emerged due to disagreement over:
- Integration of RSF into the national army
- Control over military leadership
- Transition to civilian democratic rule after the 2019 overthrow of Omar al-Bashir
Major Areas Affected
1. Khartoum: Capital and political center:
- Site of intense urban warfare
- Major damage to infrastructure and civilian areas
2. Darfur Region (Western Sudan):
- Most severely affected region. Key locations
- El-Fasher – Capital of North Darfur, currently under siege
- El Geneina – Site of mass killings
- Zamzam displacement camp – Humanitarian crisis hotspot
3. Kordofan Region:
- Capital – El Obeid
- Strategic region connecting Darfur and Khartoum
4. Blue Nile State:
-
Ethnically sensitive region with armed clashes
Communities Most Affected
- Ethnic violence has targeted several African-origin communities: Masalit, Zaghawa, Fur
- These communities were also victims during the earlier Darfur genocide (2003–2005).
Why El-Fasher is Important
- Last major city in Darfur not fully controlled by RSF
- Strategic humanitarian hub
- Fall of El-Fasher would give RSF near-total control over Darfur
Strategic Importance of Sudan
- Geographic importance: Located in Northeast Africa
- Borders Red Sea (important maritime route) & Connects Arab world and Sub-Saharan Africa
- Political importance: Instability affects regional security (Chad, South Sudan, Ethiopia)
- Risk of refugee crisis and regional conflict
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