Relevance: UPSC GS Paper III: Inclusive Growth, Skill Development, Financial Inclusion and Livelihoods.
For Prelims:
- Antyodaya, PM-JANMAN, PVTGs, PM-JUGA, Van Dhan Vikas Kendras, PM-AJAY, SHREYAS, SHRESHTA, PM-DAKSH, VISVAS, PM VIKAS, NAMASTE, Tribal Research Institutes.
For Mains:
- Last-Mile Delivery, Saturation Approach, Social Inclusion, Tribal Development, Livelihood Security, Human Dignity, Convergence of Schemes, Financial Inclusion, Cultural Preservation, Viksit Bharat 2047.
Why in News?
The Government highlighted the progress of major welfare programmes aimed at ensuring dignity, opportunity and growth for deprived and marginalised communities.
The approach is based on Antyodaya, or prioritising the person at the last mile. It covers tribal communities, Particularly Vulnerable Tribal Groups, Scheduled Castes, Other Backward Classes, Economically Backward Classes, minorities, nomadic groups, sanitation workers and waste pickers.
Antyodaya as a Governance Framework
Antyodaya means the rise and welfare of the poorest and most disadvantaged person.
The approach reflects Mahatma Gandhi’s idea that public policy should be judged by whether it benefits the weakest person. It seeks to move governance:
- From fragmented welfare to convergent delivery
- From limited coverage to saturation
- From symbolic inclusion to substantive equality
- From welfare dependency to skills and livelihoods
- From remote administration to last-mile service delivery
Tribal habitations, aspirational districts and remote settlements are increasingly being placed at the centre of development planning.
Tribal Communities at the Centre of Development
Tribal communities possess rich cultural traditions, indigenous knowledge and strong community institutions. However, many habitations historically lacked:
- Roads and transport
- Housing
- Drinking water
- Electricity
- Healthcare
- Education
- Digital connectivity
- Employment opportunities
Recent interventions seek to bridge these gaps through coordinated action across ministries.
Pradhan Mantri Janjati Adivasi Nyaya Maha Abhiyan
PM-JANMAN
- PM-JANMAN was launched in November 2023.
- It targets 75 Particularly Vulnerable Tribal Group communities.
- It covers 18 States and one Union Territory.
- It includes 11 interventions implemented by nine ministries.
- Total budgetary outlay: ₹24,104 crore.
Major Interventions
- Pucca housing , Road connectivity , Piped drinking water , Electrification , Mobile medical units , Anganwadi centres , Hostels , Mobile towers , Multipurpose centres Van Dhan Vikas Kendras , Vocational skilling
Van Dhan Vikas Kendras
Van Dhan Vikas Kendras support tribal communities in:
- Collection of minor forest produce , Processing and value addition , Packaging and branding , Marketing , Local employment generation , Entrepreneurship development
The training is being supported by:
- National Institute for Entrepreneurship and Small Business Development
- Indian Institute of Entrepreneurship
- TRIFED
PM-JUGA / Dharti Aaba Janjatiya Gram Utkarsh Abhiyan
The Dharti Aaba Janjatiya Gram Utkarsh Abhiyan, now known as PM-JUGA, was launched in October 2024.
- It brings together the efforts of 17 ministries.
- It focuses on tribal-majority villages and PVTG habitations.
- It shifts tribal development from isolated interventions to coordinated mission-mode delivery.
Support to Tribal Research Institutes
Tribal Research Institutes document and preserve:
- Tribal languages ,Oral histories , Cultural traditions ,Indigenous knowledge Community practices ,Traditional medicine , Forest rights and livelihoods
- TRIs are supported across 29 States and Union Territories.
- They undertake research, publications, archives, museums, festivals and outreach activities. Their work is also supported through the Tribal Research, Information, Education, Communication and Events scheme.
- Research institutions involved include IITs, IIMs, AIIMS, TERI and the Bhasha Research Institute.
Justice and Dignity for Scheduled Castes
The Scheduled Caste development strategy combines:
- Village infrastructure , Education , Skill development, Livelihood opportunities Financial inclusion , Social dignity , Targeted budgetary support
Pradhan Mantri Anusuchit Jaati Abhyuday Yojana
PM-AJAY
- Launched in 2021.
- Focuses on integrated development of SC-majority villages.
- Supports infrastructure, skills and livelihoods.
- Its Adarsh Gram component follows an area-based approach.
- It uses convergence, village plans and gap-filling assistance.
SHREYAS
Scholarships for Higher Education for Young Achievers Scheme was launched in February 2019.
It supports SC, OBC and EBC students in:
- Higher education , Research , Competitive examinations , Overseas studies
Progress in 2025–26
- Top Class Education supported 4,156 SC students in IITs, IIMs, AIIMS, NITs and other premier institutions.
- 30% of seats were reserved for SC girls.
- Free Coaching Scheme assisted 990 students.
- National Overseas Scholarship supported 72 students.
- Research scholarships benefited:
- 4,153 SC scholars
- 1,969 OBC scholars
SHRESHTA
Scheme for Residential Education for Students in High Schools in Targeted Areas was launched in June 2022.
It supports SC students from low-income families studying in Classes IX to XII.
Two Modes
- Mode I: Admission of meritorious SC students to private residential schools through the National Entrance Test for SHRESHTA.
- Mode II: Support to residential schools run by voluntary organisations and institutions.
Eligible SC students with annual family income up to ₹2.5 lakh can appear for NETS.
PM-DAKSH
Pradhan Mantri Dakshta Aur Kushalta Sampann Hitgrahi Yojana was launched in 2020–21.
It provides free and certified skill training linked with wage employment and self-employment.
Beneficiaries
- Scheduled Castes—no income ceiling
- OBCs—family income up to ₹3 lakh
- EBCs—family income up to ₹1 lakh
- Denotified and Nomadic Tribes—no income ceiling
- Sanitation workers and waste pickers—no income ceiling
More than 2.08 lakh beneficiaries have been trained.
VISVAS Yojana
Vanchit Ikai Samooh aur Vargon ko Aarthik Sahayata Yojana provides affordable credit to:
- Scheduled Castes
- Other Backward Classes
- Safai Karmacharis
The scheme offers an interest subsidy of up to 5% per annum on eligible loans through Direct Benefit Transfer.
PM VIKAS
Pradhan Mantri Virasat Ka Samvardhan was launched in 2025 for the educational, economic and social development of minority communities.
It converges five earlier schemes:
- Seekho Aur Kamao , USTTAD ,Hamari Dharohar , Nai Roshni , Nai Manzil
Focus Areas
- Industry-oriented skill development , Employment , Entrepreneurship , Leadership
- Cultural preservation
Training covers areas such as:
- Airline cabin crew , Gardening and nursery management , Traditional hand embroidery , Graphic design ,Electrician work , Drone research and development Healthcare Agriculture , Media and entertainment
NAMASTE
The National Action for Mechanised Sanitation Ecosystem seeks to ensure safety and dignity for sewer and septic-tank workers.
Significance of the Antyodaya Approach
- Places vulnerable communities at the centre of development.
- Promotes convergence across ministries.
- Improves access to education, health, housing and infrastructure.
- Protects tribal culture and indigenous knowledge.
- Supports women-led livelihoods and SHGs.
- Promotes financial inclusion and entrepreneurship.
- Strengthens dignity and safety for sanitation workers.
- Links welfare with skills, employment and enterprise.
- Supports the goal of Viksit Bharat @2047.
Key Challenges
- Uneven implementation across States and districts
- Gaps in awareness and beneficiary identification
- Delays in infrastructure completion
- Shortage of trained field-level personnel
- Digital and documentation barriers
- Difficulty in reaching remote tribal habitations
- Need for better outcome monitoring
- Risk of excluding migrant, nomadic and undocumented groups
- Weak market linkages for tribal and community products
- Persistent discrimination and social exclusion
Way Forward
- Adopt saturation-based coverage in every eligible habitation.
- Strengthen Gram Sabha and community participation.
- Improve convergence between ministries and State governments.
- Use local languages for awareness and service delivery.
- Expand market access for tribal and SHG products.
- Strengthen social audits and outcome monitoring.
- Ensure safe technology and mechanisation for sanitation workers.
- Improve scholarships, hostels and digital learning access.
- Protect tribal land, culture and intellectual traditions.
- Link welfare schemes with sustainable jobs and enterprises.
Conclusion
Antyodaya represents a shift from viewing disadvantaged communities as passive welfare recipients to recognising them as active participants in national development.
Programmes such as PM-JANMAN, PM-JUGA, PM-AJAY, SHREYAS, SHRESHTA, PM-DAKSH, VISVAS, PM VIKAS and NAMASTE combine infrastructure, education, skills, credit, livelihoods and dignity. Continued progress will require transparent implementation, community participation and strong last-mile delivery so that social justice becomes a lived reality within Viksit Bharat @2047.
UPSC PYQ
Q. Which of the following provisions of the Constitution of India have a bearing on Education? ( 2012)
1. Directive Principles of State Policy
2. Rural and Urban Local Bodies
3. Fifth Schedule
4. Sixth Schedule
5. Seventh Schedule
Select the correct answer using the code given below:
A. 1, 2 and 5 only
B. 1, 2, 3 and 5 only
C. 2, 3, 4 and 5 only
D. 1, 2, 3, 4 and 5
Answer: D
Explanation
Directive Principles of State Policy – Correct
Articles such as Article 45 and Article 46 deal with early childhood care, education and promotion of the educational interests of weaker sections.
Rural and Urban Local Bodies – Correct
The Eleventh and Twelfth Schedules assign educational responsibilities to Panchayats and Municipalities, including primary and secondary education, libraries and cultural activities.
Fifth Schedule – Correct
It deals with the administration of Scheduled Areas and Scheduled Tribes. Educational development and welfare of tribal communities form part of governance in these areas.
Sixth Schedule – Correct
Autonomous District Councils in certain northeastern States may establish and manage primary schools and regulate education within their areas.
Seventh Schedule – Correct
Education is included in the Concurrent List, allowing both Parliament and State Legislatures to make laws on it.
CARE MCQ
Q. Consider the following statements regarding PM-JANMAN:
- It is targeted at Particularly Vulnerable Tribal Groups.
- It covers 75 PVTG communities across 18 States and one Union Territory.
- It includes interventions related to housing, connectivity, health and skilling.
Which of the statements given above are correct?
A. 1 and 2 only
B. 2 and 3 only
C. 1 and 3 only
D. 1, 2 and 3
Answer: D
Explanation
- Statement 1 is correct:
PM-JANMAN, or Pradhan Mantri Janjati Adivasi Nyaya Maha Abhiyan, is specifically designed for the comprehensive development of Particularly Vulnerable Tribal Groups (PVTGs). - Statement 2 is correct:
The mission covers 75 PVTG communities living across 18 States and one Union Territory. - Statement 3 is correct:
PM-JANMAN follows a multi-sector approach and includes interventions such as:- Pucca housing , Road connectivity , Piped drinking water ,Electrification , Mobile medical units , Anganwadi centres , Hostels , Mobile towers ,,Van Dhan Vikas Kendras, Vocational skilling
FAQs
1. What is Antyodaya?
Antyodaya means prioritising the welfare and development of the poorest and most disadvantaged person.
2. What is PM-JANMAN?
It is a mission launched for the comprehensive development of Particularly Vulnerable Tribal Groups.
3. What is PM-AJAY?
PM-AJAY supports integrated development, infrastructure, skills and livelihoods in Scheduled Caste-majority villages.
4. What is the purpose of NAMASTE?
NAMASTE promotes mechanised sanitation, worker safety, PPE kits, health insurance and dignity for sanitation workers.
5. How do these programmes support Viksit Bharat 2047?
They promote education, health, infrastructure, skills, financial inclusion, livelihoods and dignity among communities historically excluded from development.
Relevance: UPSC: GS Paper III – Indian Economy, Inflation, Science and Technology, Semiconductors, Supply Chains and Digital Economy.
For Prelims:
- Memory Chip, DRAM, HBM, RAM, LPDDR4, Semiconductor Fabrication, CPI, Core Inflation, Bill of Materials.
For Mains:
- Technology-driven Inflation, Semiconductor Supply Chain, AI Infrastructure, Imported Inflation, Consumer Electronics, Digital Divide, Supply-Side Inflation
Why in News?
- Prices of smartphones, laptops, TVs, refrigerators, washing machines, ACs, batteries, earphones, and storage devices are rising due to a global shortage of memory chips.
- Semiconductor firms are prioritizing advanced High Bandwidth Memory (HBM) for AI and data centres, reducing the supply of conventional memory chips used in consumer electronics.
- Though these products account for only about 1% of India’s CPI basket, their sustained price increases are contributing to higher retail and core inflation.
What are Memory Chips?
Memory chips are semiconductor components that store data and provide quick access to information required by electronic devices.
They are used in:
- Smartphones and laptops
- Servers and data centres
- Televisions and household appliances
- Electric batteries and medical devices
- Pen drives and hard disks
- Artificial intelligence systems
RAM
Random Access Memory temporarily stores data that a processor needs immediately. It allows applications and operating systems to function quickly.
DRAM
Dynamic Random Access Memory is the common working memory used in smartphones, computers and servers. It is relatively affordable and widely used.
How the AI Boom Created a Shortage
The global AI investment boom has increased demand for data centres and advanced computing systems.
Supply-chain mechanism
AI expansion → More data centres → Higher HBM demand → Production capacity shifted from conventional DRAM → Memory shortage → Higher component prices → Cost passed to consumers
Major manufacturers such as Samsung, SK Hynix and Micron are increasingly allocating production capacity to advanced memory because it offers higher profit margins.
Since semiconductor production capacity is limited, every production line or wafer used for AI-oriented memory reduces the capacity available for ordinary consumer electronics.
DRAM and HBM: Key Difference
| Feature | DRAM | HBM |
| Full form | Dynamic Random Access Memory | High Bandwidth Memory |
| Main use | Phones, PCs and ordinary servers | AI processors and data centres |
| Structure | Conventional memory chips | Chips stacked vertically |
| Data transfer | Moderate | Very high |
| Cost | Relatively lower | Significantly higher |
| Demand driver | Consumer electronics | Artificial intelligence |
HBM is placed close to AI processors and enables much faster data movement. It is therefore essential for training and running AI models.
Impact on Consumer Electronics
Rising memory-chip costs are affecting several consumer products:
- Smartphones
- Personal computers
- Tablets
- Smart televisions
- Refrigerators
- Washing machines
- Air conditioners
- Headphones and earphones
- Pen drives and hard disks
The price index of pen drives and hard disks increased sequentially in 15 of the previous 16 months under the CPI series with 2023–24 as the base year.
Memory prices have more than tripled since October 2025, substantially increasing production costs.
Impact on India’s Inflation
The affected electronics currently have a relatively small weight in the CPI basket. Therefore, their contribution to headline inflation remains limited.
However:
- Price increases have continued for several consecutive months.
- Monthly price increases for several appliances are approaching or exceeding 1%.
- Pen drives and hard disks are recording monthly increases close to 3%.
- Persistent increases can raise core inflation, which excludes food and fuel.
- The shortage may continue for three to five years, making the pressure structural rather than temporary.
The RBI expects CPI inflation to average around 5.9% in the final quarter of 2026, close to the upper limit of its 2–6% tolerance band.
Why Budget Devices are More Affected
Budget electronics operate with smaller profit margins. Therefore, a rise in component costs has a greater impact on their retail price.
- Memory earlier accounted for less than 10% of the total cost of a low-end phone.
- It has now increased to more than 40%.
- Memory may account for around 43% of the Bill of Materials of smartphones priced below ₹20,000.
- The total component cost of such devices may rise by as much as 25% in 2026.
What is Bill of Materials?
The Bill of Materials is the total cost of all components and materials required to manufacture a product. It generally excludes marketing, distribution and taxation costs.
Likely Industry Response
Electronics manufacturers may respond by:
- Increasing retail prices
- Reducing production of low-end models
- Lowering non-essential specifications
- Delaying new product launches
- Concentrating on premium products
- Reducing expected shipment targets
Global PC shipments are projected to decline, while smartphone sales may also contract sharply. Consumers are expected to retain devices for longer periods because replacement costs are rising.
Structural Nature of the Shortage
The shortage is not merely a temporary disruption.
- AI companies are signing multi-year supply agreements.
- Some buyers are pre-funding new semiconductor capacity.
- Cloud companies are securing long-term memory supplies.
- Conventional memory capacity is being redirected towards AI servers.
- Building new semiconductor fabrication capacity requires large investment and several years.
Analysts therefore expect demand to exceed supply for at least three to five years.
India-Specific Concerns
Dependence on Imports
India depends heavily on imported memory chips. Global shortages and price increases are therefore directly transmitted to domestic manufacturers.
Weak Long-Term Procurement
Some Indian electronics manufacturers have not provided chip suppliers with clear long-term demand commitments. This can reduce their priority in an extremely tight global market.
Impact on Digital Inclusion
Higher prices for affordable phones and computers may reduce access among:
- Low-income households
- Students
- Small businesses
- Rural users
- First-time digital consumers
Challenges
- Semiconductor fabrication is capital-intensive.
- Memory-chip technology is concentrated among a few global companies.
- New factories require skilled labour, reliable power and ultrapure water.
- India currently lacks a strong domestic memory-chip ecosystem.
- Rising costs may reduce demand for affordable electronics.
- Firms must balance higher component costs with consumer price sensitivity.
- Monetary policy cannot directly remove a semiconductor supply shortage.
Way Forward
- Strengthen the India Semiconductor Mission and domestic chip manufacturing.
- Develop semiconductor packaging, testing and memory-related capabilities.
- Encourage Indian manufacturers to enter long-term supply agreements.
- Create strategic partnerships with major chip-producing countries.
- Support research in semiconductor design, materials and memory technology.
- Diversify sources of chip imports.
- Provide targeted support for affordable educational and digital devices.
- Promote repairability, software support and safe reuse of older devices.
- Monitor the effect of electronics prices on core inflation.
Conclusion
The global memory-chip shortage shows that the AI revolution has economy-wide consequences. Production capacity diverted towards advanced AI memory is raising the cost of ordinary electronics and gradually adding to inflation in India.
The immediate challenge is to secure adequate memory supplies and protect affordable digital access. In the long term, India must build domestic semiconductor capabilities, strengthen strategic procurement and diversify supply chains. This is essential for price stability, digital inclusion and technological self-reliance.
UPSC PYQ
Q. Which one of the following laser types is used in a laser printer? (UPSC CSE Prelims 2008)
A. Dye laser
B. Gas laser
C. Semiconductor laser
D.Excimer laser
Answer: C
Explanation
A laser printer uses a semiconductor laser (laser diode) to project an image onto a photosensitive drum. The laser selectively charges areas of the drum, which then attract toner and transfer the image onto paper.
CARE MCQ
Q. Consider the following statements regarding memory chips:
- DRAM is commonly used in smartphones and computers.
- HBM is mainly associated with AI processors and data centres.
- HBM generally provides slower data transfer than conventional DRAM.
Which of the statements given above are correct?
A. 1 and 2 only
B. 2 and 3 only
C. 1 and 3 only
D. 1, 2 and 3
Answer: A
Explanation:
- Statement 1 is correct: DRAM is commonly used as working memory in consumer electronics.
- Statement 2 is correct: HBM is essential for advanced AI processors and data centres.
- Statement 3 is incorrect: HBM provides much faster data transfer than conventional DRAM.
FAQs
1. What is causing the global memory-chip shortage?
Chip manufacturers are shifting limited production capacity towards advanced HBM and server memory required by AI data centres, reducing the supply of conventional DRAM used in consumer electronics.
2. What is the difference between DRAM and HBM?
DRAM is ordinary working memory used in phones and computers. HBM is vertically stacked, high-speed memory placed close to AI processors.
3. How does the shortage affect inflation in India?
Higher chip costs raise the production cost of electronics. Manufacturers pass part of this increase to consumers, adding pressure to retail and core inflation.
4. Why are budget smartphones affected more severely?
Memory now forms a much larger share of their total component cost, while manufacturers of budget devices have limited profit margins to absorb the increase.
5. What should India do?
India should strengthen domestic semiconductor capabilities, diversify imports, promote long-term supply agreements and protect access to affordable digital devices.
