Sunday, November 23, 2025

Stagnation of Real Wages, Incomes, and Savings in India.....

India's robust GDP growth in recent years masks a critical underlying issue: the stagnation of real wages, incomes, and household savings for a large segment of the population. This trend, evident in both formal and informal sectors, is primarily driven by high inflation, an excess supply of low-skilled labor, and a shift towards informal and contractual employment, leading to a rise in household debt and the potential for a debt-driven bubble.

Reasons for Stagnant Wages, Incomes, and Declining Savings

Stagnant Real Wages and Incomes

Inflation Outpacing Wage Growth: The primary reason is that rising consumer prices have eroded the purchasing power of nominal wages. Real wages for salaried workers were 1.7% lower in the June 2024 quarter compared to the June 2019 quarter. For casual laborers in rural areas, annual real wage growth has been close to zero or minimal over the last decade.

Excess Labor Supply and Skill Gaps: A large workforce entering the job market, coupled with a lack of quality education and relevant skills, means the supply of labor often outstrips demand for quality jobs. This reduces the bargaining power of workers and keeps wages down, especially at entry and mid-levels.

Informal and Contractual Work: There is an increasing reliance on temporary, gig, and self-employed workers, who generally receive lower pay and fewer benefits than permanent employees. The share of self-employed workers increased from 53.5% in 2019-20 to 58.4% in 2023-24.

Depressed Private Sector Investment: Stagnant private investment in manufacturing and other labor-intensive sectors leads to slower job creation and, consequently, limited wage growth.

Declining Household Savings

High Consumption Needs: With stagnant incomes and rising costs of essentials (rent, education, healthcare), households are allocating a larger portion of their income to daily expenses, leaving less for savings.

Shift to Debt for Consumption: To bridge the gap between income and expenses, households are increasingly resorting to credit. Household liabilities peaked at 6.4% of GDP in FY24, near a 17-year high, reflecting a reliance on borrowing for consumption rather than asset creation.

Low Real Interest Rates: Traditionally popular savings instruments like bank fixed deposits have offered real interest rates that barely beat inflation, making them less attractive and pushing people towards riskier, market-linked investments (equities, mutual funds) or physical assets (gold, real estate).

Changing Investment Patterns: The shift towards less liquid physical assets or volatile financial markets, combined with a "You Only Live Once" (YOLO) mindset and easy digital credit access, further reduces traditional, steady savings pools.

Path to Higher Debt and Potential Bubble

The combination of stagnant real incomes and rising consumption, often funded by easy credit, leads to a significant increase in household debt. The household net financial savings rate fell to a near five-decade low of 5.1% of GDP in FY23, while household debt as a percentage of GDP has climbed. This increased leverage, especially in unsecured loans, raises concerns about financial stability and the risk of a debt-driven consumption bubble, similar to the 2008 US subprime crisis.

Ways to Increase Real Wages, Incomes, and Savings

Addressing this requires a multi-pronged approach focusing on structural reforms:

Skill Development and Quality Education: Investing heavily in quality education and targeted skill development programs can bridge the gap between labor supply and demand for skilled jobs, thereby increasing productivity and wages. The government's existing skill initiatives need to be more effective and cover a wider range of the workforce.

Formalization of the Economy: Encouraging the growth and formalization of small and medium enterprises can provide more stable jobs with better pay and social security benefits, transitioning workers from the vulnerable informal sector.

Boosting Private Investment: Creating a favorable environment for private sector investment, particularly in labor-intensive industries, is essential for generating quality employment and stimulating wage growth.

Strengthening Social Security Nets: Expanding access to affordable health insurance, pension plans, and other social welfare schemes provides a financial safety net, reducing the need for households to borrow during emergencies and encouraging long-term savings.

Promoting Financial Literacy and Inclusion: Educating households about personal finance, risk management, and the benefits of formal savings products can help them make informed financial decisions. This includes the development of user-friendly, tailored savings products for rural and low-income populations.

Macroeconomic Policies:

Inflation Management: Keeping inflation in check is crucial to preserve the purchasing power of incomes and savings.

Tax Incentives: Offering better tax incentives for long-term savings like the Public Provident Fund (PPF) or pension schemes can make them more attractive.

Wage Protection: Implementing and enforcing effective wage protection laws and linking wage adjustments to inflation can ensure sustainable income growth.

India's current economic trajectory, characterized by high GDP growth alongside stagnant real wages and declining household savings, poses a significant risk to long-term stability. The resulting surge in household debt is a coping mechanism for financial strain, not a sign of prosperity. By implementing comprehensive structural reforms focused on human capital development, formal job creation, and robust financial safety nets, India can foster inclusive growth that translates into tangible increases in real incomes and savings for all its citizens, safeguarding the economy from potential debt crises and ensuring a sustainable future.

Friday, November 21, 2025

India risks transforming its potential demographic dividend into a significant socio-economic liability.....

 India's development strategy has faced significant criticism for prioritizing physical infrastructure development over essential investments in human capital, an approach that has arguably championed unskilled employment and contributed to a substantial skill mismatch in its workforce. While this infrastructure focus aims to boost economic growth, comparative data with other developing economies highlights persistent underinvestment in social sectors like education and health, hindering the creation of a highly skilled labor force.

The Investment Imbalance

The Indian government has consistently increased its capital investment outlay for infrastructure, reaching an allocation of ₹11.21 lakh crore (around 3.1% of GDP) for the infrastructure sector in the 2025-26 Union Budget. This massive push in roads, railways, and urban development has created substantial demand for construction and related activities, which primarily absorb low-skilled and unskilled labor.

In stark contrast, government expenditure on human capital development remains low compared to international benchmarks.

Healthcare: India's government health spending was about 1.1% of GDP in 2021 (FY22), significantly lower than the average of 1.7% for middle-income countries and about 3.5% below the average of BRICS nations (excluding India). The total health expenditure (public and private) stands around 3.8% of GDP.

Education: Government education expenditure in India was 4.64% of GDP in 2021. While this is closer to high-income country averages, peer nations like Brazil (5.8% of GDP in 2020) and South Africa (6.6% in 2023) allocate a higher share of their GDP to education.

Vocational Training: Only about 5% of India's labor force has undergone any formal skill training, a figure that pales in comparison to Germany (75%), the UK (68%), and South Korea (96%).

This persistent underinvestment has led to a workforce that is largely unskilled; an estimated 88% of India's young workforce is unskilled.

Consequences: Unskilled Labor and Skill Mismatch

The emphasis on infrastructure-led growth, without a corresponding investment in skills, has created a paradox: a massive potential "demographic dividend" that remains largely "unemployable" in high-productivity sectors due to a lack of relevant skills.

Job-Skill Mismatch: A significant mismatch exists between the skills possessed by the educated youth and the demands of the job market. An Economic Survey revealed that only 8.25% of graduates are employed in roles matching their qualifications, with over 50% working in elementary or semi-skilled jobs that do not require their education levels. This results in underemployment and a "dead-weight loss" of the expenditure on higher education.

Informal Sector Dominance: The organized sector, which often demands higher skills, is highly automated and does not generate enough jobs. The unorganized or informal sector accounts for over 90% of employment, and workers here often engage in low-paying, low-productivity tasks.

Comparative Disadvantage: While countries like China focused on developing a skilled manufacturing workforce to become a global manufacturing superpower, India has struggled with slow employment growth in manufacturing, with a large portion of the labor force remaining in the agricultural sector.

By channeling resources primarily into physical infrastructure rather than human capital, the Indian government's strategy has, by design or default, sustained an economy largely dependent on a vast, unskilled labor pool. Data suggests a critical failure to equip the burgeoning youth population with the necessary skills for a modern, globalized economy. Without a fundamental shift towards substantial and targeted investment in education, healthcare, and formal skill development, India risks transforming its potential demographic dividend into a significant socio-economic liability, falling further behind other developing nations that have successfully prioritized human capital formation.

The Present Level Of Inflation Has A Direct And Significant Bearing On Expectations For The Near Future.....

Inflation expectations are a cornerstone of modern macroeconomics, shaping consumption, investment, and wage-setting decisions for households and firms. In India, understanding how these expectations are formed is particularly crucial for the Reserve Bank of India (RBI) in implementing its flexible inflation targeting (FIT) framework, aimed at maintaining price stability. The theoretical frameworks of adaptive expectations and rational expectations offer contrasting views on the information sources used by economic agents, with empirical evidence in India suggesting a complex, hybrid model where current inflation and prices play a central role, leaning more towards adaptive behavior for households and a more forward-looking approach for professional forecasters.

Adaptive Expectations: The Dominance of Current and Past Prices

The adaptive expectations hypothesis posits that individuals form their expectations about future inflation primarily by looking at past and current inflation rates, adjusting their forecasts based on previous errors. In the context of India, this model is highly relevant, especially for households:

Reliance on Current Perceptions: Indian households' inflation expectations are largely driven by their perceptions of current inflation, which are, in turn, heavily influenced by the prices of frequently purchased items like food and fuel.

Strong Persistence: Studies using the RBI's Inflation Expectations Survey of Households (IESH) data show that a significant portion of the variability in household expectations is explained by their own past perceptions, indicating a strong backward-looking element and inertia in the adjustment process.

Gradual Adjustment: Under adaptive expectations, if actual inflation is higher than expected, individuals will revise their future expectations upwards, but this adjustment is gradual. Current high prices, particularly in volatile segments like food, are often treated as a "permanent structural factor" in the short term, feeding into expectations faster than a broad range of macroeconomic data might suggest, potentially leading to a wage-price spiral if not managed effectively.

Thus, for a large segment of the Indian population, particularly households, current prices matter more than a comprehensive analysis of all available information, confirming a largely adaptive formation process.

Rational Expectations: The Role of Information and Policy Credibility

The rational expectations hypothesis assumes that economic agents are forward-looking and use all available information efficiently, including the central bank's policy announcements and economic fundamentals, to form their expectations. In this framework:

Forward-Looking Behavior: Expectations are based not just on the past, but on projections of future events and policies. Agents are assumed to make predictions that are, on average, accurate and free of systematic bias.

Influence of Policy: The RBI's credibility in maintaining its 4% (±2%) inflation target is crucial here. If the public believes the RBI will achieve its target, expectations will be anchored around that target, making them less sensitive to short-term price shocks.

Professional Forecasters: In India, while household expectations are not considered fully rational, the forecasts by professional forecasters tend to be more aligned with the rational expectations hypothesis, as they incorporate a wider range of data and economic models. They are found to predict actual inflation better than simple backward-looking models.

For rational agents, current prices provide immediate, new information that is rapidly incorporated into expectations about future policy responses and market dynamics. This contrasts with purely backward-looking models that only adjust after a sustained period of error.

In the Indian context, the formation of inflation expectations presents a mixed picture. Current prices and immediate perceptions heavily influence household expectations, aligning with the adaptive expectations model, creating a degree of persistence in inflation dynamics. This means the present level of inflation has a direct and significant bearing on expectations for the near future. Conversely, professional forecasters demonstrate more rational, forward-looking behavior, incorporating all available information and central bank communications. The RBI's effectiveness in anchoring overall inflation expectations relies on a combination of managing current price volatility (especially in food and fuel) and clearly communicating its policy intentions to build credibility and foster more rational, target-oriented expectations across the economy.

Thursday, November 20, 2025

Higher Long-run Inflation Expectations Are Detrimental For Investment And Supply.....

 Inflation expectations play a critical role in shaping current and future economic decisions by households, businesses, and investors. When individuals and firms anticipate sustained high inflation, these expectations become a self-fulfilling prophecy, influencing wage negotiations, pricing decisions, and investment strategies across the economy. This contrasts sharply with a low-inflation environment, where price stability generally allows for more efficient economic planning and resource allocation.

Impact of Higher Long-Run Inflation Expectations

Supply: Higher long-run inflation expectations negatively affect aggregate supply. Businesses face uncertainty about future costs of labor and raw materials, making long-term planning and budgeting difficult. This uncertainty can lead to a reduction in capital investment and productivity growth. Additionally, if nominal wages do not keep pace with expected price increases, labor market frictions and demands for higher pay (wage-price spirals) can further disrupt production and reduce overall supply capacity.

Saving: High, persistent inflation erodes the real value (purchasing power) of money and financial assets, particularly those with fixed nominal returns like bank deposits or conventional bonds. This discourages long-term saving, as individuals see their wealth diminish over time. Savers may then divert funds into non-productive physical assets like gold or real estate to hedge against inflation, rather than financial instruments that channel funds into productive investments.

Spending: The effect on spending is nuanced. In the short run, if consumers expect prices to rise soon, they may increase current spending on durable goods to "buy now" and avoid higher future costs. However, over the long run, as real incomes fall due to prices rising faster than wages, households (especially lower-income ones) are forced to cut back on discretionary spending and focus their limited budgets on essential goods, leading to an overall slowdown in aggregate demand and economic activity.

Growth: Sustained high inflation is generally detrimental to long-run economic growth. The distortions in price signals, increased uncertainty, reduced real investment, and misallocation of resources lead to lower productivity and a less efficient economy. Studies in India have shown that permanently elevated inflation levels have a significant negative impact on long-term growth, with potential growth losses being substantial.

Long-Run vs. Short-Run Expectations and Investment

Short-run inflation expectations can sometimes stimulate investment in specific scenarios, such as in a liquidity trap where policymakers attempt to lower real interest rates by temporarily raising expected inflation to encourage immediate spending and investment.

However, the user points out that short-run expectations seem less significant for long-term investment than long-run expectations, and this is accurate. Long-run investment decisions, such as building a new factory or infrastructure projects, require stability and predictability of future costs and returns. When long-run inflation expectations are high and volatile (unanchored), businesses face immense uncertainty, which discourages capital investment due to the inability to accurately forecast real returns. The actual rate of inflation is heavily influenced by these long-run expectations; if expectations are anchored to a low and stable target, temporary supply shocks are less likely to spiral into persistent high inflation.

The RBI Monetary Policy Role

The Reserve Bank of India (RBI) plays a crucial role in managing inflation expectations through its monetary policy framework, which is currently focused on inflation targeting to maintain price stability. The primary objective of the RBI is to keep inflation within a specified target range (currently 4% with a +/- 2% band).

Anchoring Expectations: The RBI aims to anchor long-run inflation expectations to its target. A credible monetary policy that is committed to price stability ensures that households and firms expect inflation to return to the target after any temporary shocks. This prevents the formation of a self-fulfilling wage-price spiral and the associated negative economic outcomes.

Policy Actions: To manage expectations and actual inflation, the RBI adjusts policy interest rates (like the repo rate). If higher inflation expectations begin to unanchor and rise, the RBI will implement contractionary policy, raising interest rates to curb aggregate demand, discourage borrowing, and encourage saving. Higher interest rates make it more expensive to finance large purchases or investments, thereby cooling the economy and bringing inflation back towards the target.

Communication: Clear communication about the RBI's commitment to its inflation target is a key tool in influencing public expectations and building credibility.

Higher long-run inflation expectations act as a significant drag on a stable and growing economy, primarily by increasing uncertainty, discouraging real savings and investment, and distorting consumption patterns towards immediate needs. This is in stark contrast to the stable environment fostered by low, anchored inflation expectations. Central banks, like the RBI, must use credible and decisive monetary policy actions to anchor these expectations, as success in managing long-run price expectations is vital for achieving sustainable economic growth and stability. The assumption of higher long-run inflation expectations generally has detrimental effects, leading to reduced supply, lower real savings, distorted spending patterns, and slower economic growth. In contrast to short-run expectations which can temporarily boost specific investments, persistent long-run expectations introduce significant uncertainty, which central banks like the Reserve Bank of India (RBI) must actively manage to maintain price stability and foster sustainable development.

Wednesday, November 19, 2025

Lack Of Growth In INDIA Owes To Poor Human Capital Quality....

India's pursuit of its full economic potential is significantly more hindered by a lack of adequate human capital than by a deficit in physical capital. While both are crucial for growth, deficiencies in education, skills, and health create a persistent structural unemployment problem, which, in turn, initiates a self-reinforcing cycle of lower incomes, reduced savings, and constrained investment and growth potential, ultimately turning a potential "demographic dividend" into a liability.

The Role of Human vs. Physical Capital

Physical Capital: India has made substantial investments in physical infrastructure and capital-intensive industries (e.g., IT, automotive). Physical capital accumulation is a key driver of growth, but its efficient utilization depends on a skilled workforce.

Human Capital: This refers to the knowledge, skills, education, and health embodied in the workforce. Despite a large working-age population, India faces a significant skill mismatch, with a surplus of unskilled labor and a shortfall of skilled workers required by modern industries. The public expenditure on education and health has been consistently low compared to the needs and to other developing nations, resulting in quality issues and unequal access.

The Self-Reinforcing Cycle of Underdevelopment

The deficit in human capital perpetuates a vicious cycle through several mechanisms:

Unemployment and Underemployment: A lack of relevant skills leads to high rates of structural unemployment and underemployment, where people are working below their potential, particularly among the youth and in the informal/agricultural sectors. This results in a massive underutilization of the nation's productive potential.

Lower Income and Savings: Widespread unemployment and low-productivity jobs translate directly into lower household incomes. This reduced earning potential limits the ability of individuals and families to save and invest in their own future health and education, especially for marginalized communities, thus perpetuating poverty across generations.

Constrained Investment (Public and Private):

Private Investment: Businesses are less likely to invest in large-scale projects or expand operations if they cannot find adequately skilled labor, creating a disincentive for private capital formation.

Public Investment: The economic and social strain from widespread unemployment (e.g., need for welfare programs) can strain government finances, diverting resources away from long-term, productive investments in education and health infrastructure that are necessary to build human capital.

Inflationary Pressures (Potential): While unemployment generally dampens demand, structural issues and supply-side bottlenecks related to inefficient production (due to an unskilled workforce) can contribute to inflation in specific sectors. However, the core issue remains the misallocation of resources and the drag on overall aggregate demand caused by low incomes.

Conclusion

India's economic growth is heavily dependent on harnessing its vast demographic dividend, which is currently hampered more by critical gaps in human capital than physical capital. The resulting issues of unemployment, low income, and insufficient savings create a detrimental feedback loop that constrains investment and hinders sustained economic development. Breaking this cycle requires a strategic and significant policy shift towards a systemic overhaul of the education, health, and skill development ecosystems to ensure a productive and healthy workforce capable of driving innovation and efficient physical capital utilization. Without this focus, India risks not achieving its full economic potential and turning its demographic opportunity into a socio-economic challenge.

The Indispensable Role of Human Capital in Unlocking Physical Assets in India....

In the discourse of economic development, physical capital (machinery, infrastructure, factories, etc.) is often seen as a primary driver of growth. However, in India's context, the mere accumulation of physical capital is insufficient for sustainable development; it is the formation of human capital (the skills, education, health, and knowledge of the population) that transforms these tangible assets into productive engines of the economy. Physical resources are passive and cannot be effectively utilized on their own; only skilled human beings can leverage them to create valuable output.

Physical Capital's Stagnation Without Human Capital Formation

Physical capital cannot grow into productive assets without human capital formation in India for several key reasons:

Operation and Maintenance: Modern machinery and technology require specialized skills to operate and maintain. A state-of-the-art factory building or advanced agricultural equipment remains an unproductive investment if the workforce lacks the technical expertise to use it efficiently.

Innovation and Adaptation: An educated and skilled workforce is essential for adopting new technologies and processes. Without human capital that can innovate and adapt, physical capital can quickly become obsolete, as it cannot keep pace with global technological advancements.

Efficient Resource Allocation: Skilled workers can make better, more efficient decisions about resource use, minimizing waste and maximizing productivity. Poorly trained staff, conversely, can lead to misuse and rapid depreciation of expensive physical assets.

Problem Solving: Unforeseen problems and challenges in production require human ingenuity and problem-solving skills. A well-educated workforce can address these issues effectively, ensuring continuous and efficient production, something physical capital alone cannot do.

The Extent to which Lack of Physical Capital Growth Owes to Poor Human Capital

A significant portion of the shortfall in the growth and effective utilization of physical capital in India is directly attributable to the inadequacies in human capital:

Skill Gaps and Mismatches: India often faces a paradox of a large workforce but a shortage of skilled labor needed for specific industrial sectors. This "skill gap" means that even when physical capital is available (e.g., in the form of new industries or infrastructure projects), its full potential is unrealized due to a lack of appropriately trained personnel.

Insufficient Public Investment: Historically, India's public spending on education and health has been lower compared to other rapidly developing economies, which has hampered the quality of human capital formation. This underinvestment means a substantial portion of the population lacks the foundational education and health necessary to engage with and maximize the use of physical assets.

Inefficient Manpower Planning: A lack of synchronization between the educational system's output and the actual demands of the market leads to unemployment or underemployment among educated individuals, wasting potential human resources and, by extension, the physical capital they could operate.

Brain Drain: The migration of highly skilled professionals to other countries results in a loss of the very human capital needed to drive domestic economic growth and utilize advanced physical assets.

In conclusion, human capital formation is the essential catalyst for transforming physical capital into valuable assets and driving sustainable economic growth in India. While investments in tangible assets like infrastructure and machinery are vital, they are inert without the skilled, healthy, and knowledgeable workforce to manage, operate, and innovate with them. The significant challenges India faces in fully capitalizing on its physical investments can largely be traced back to persistent issues in developing its human resources. Prioritizing investment in quality education and healthcare is not merely a social welfare measure but a critical economic imperative for India to realize its full economic potential and ensure a productive future.

Saturday, November 15, 2025

The integration of innovative AI across education, skills, and health sectors offers India a powerful pathway to supercharge human capital.....

 Human capital, encompassing the knowledge, skills, experience, and health of a population, is a critical driver of economic development. India, with its large youth population, stands at a pivotal moment to leverage AI as a transformative tool for enhancing this capital. The integration of AI into core sectors like education, skill development, and health is not merely a technological upgrade but a strategic necessity to bridge existing gaps, improve efficiency, and prepare its workforce for the demands of a tech-based global economy. The Indian government's "AI for All" strategy and the IndiaAI Mission underscore this commitment, aiming to use AI for inclusive growth and to add an estimated $2 trillion to the Indian economy by 2035.

Innovative AI in Education

AI can revolutionize India's education system by moving beyond traditional, one-size-fits-all approaches to create a more effective, accessible, and personalized learning environment.

Personalized and Adaptive Learning: AI platforms can analyze individual learning patterns, strengths, and weaknesses to provide customized learning paths and materials. This ensures students receive content at their own pace, improving engagement and knowledge retention, and can significantly help students with special needs or those who are at risk of dropping out.

Smart Content Creation: Generative AI tools can assist educators in creating dynamic and interactive content, including quizzes, summaries, and lesson plans, reducing administrative burdens and allowing teachers to focus on student mentorship and engagement.

Bridging the Digital Divide: Online learning platforms and AI tutors can provide quality education access to students in remote and underserved rural areas with limited teacher availability, fostering digital inclusion.

Enhanced Assessment and Feedback: AI automates grading and provides real-time, actionable feedback to students and teachers, allowing for timely interventions and a data-driven approach to educational policy and improvements.

Innovative AI in Skills Development

AI is changing the nature of skills required in the workforce, necessitating a focus on lifelong learning and continuous upskilling.

Identifying Skill Gaps: Predictive analytics powered by AI can analyze current job market trends and an organization's existing skills inventory to identify future demand and skill shortages. This allows for proactive development of training programs.

Tailored Training Programs: AI can recommend personalized learning and development opportunities based on an individual's performance and career goals, accessible through platforms like the Skill India Digital Hub.

Hands-on and Experiential Learning: Integrating AI with augmented reality (AR) and virtual reality (VR) can create immersive simulations for practical, hands-on training, particularly in fields like manufacturing and healthcare, preparing the workforce for real-world scenarios.

Efficient Human Resource Management: AI streamlines HR functions from recruitment (automating resume screening, using chatbots for FAQs) to performance management and employee engagement, freeing up HR professionals for more strategic tasks like talent development and improving employee experience.

Innovative AI in Healthcare

A healthier population is a more productive one, and AI can dramatically improve healthcare delivery and outcomes in India, especially in remote regions.

Improved Diagnosis and Treatment: AI algorithms can analyze vast medical datasets and images (like X-rays or scans) to aid in early disease detection and diagnosis (e.g., in cancer and TB programs), supporting physicians in making more accurate and efficient treatment decisions.

Telemedicine and Remote Care: AI-powered telemedicine platforms can bridge the urban-rural healthcare gap by providing remote access to medical expertise, consultations, and monitoring, ensuring basic healthcare reaches underserved populations.

Personalized Medicine and Drug Discovery: AI accelerates the discovery of new drugs and enables personalized treatment plans by integrating genetic, environmental, and lifestyle factors, leading to better health outcomes and significant cost savings.

Administrative Efficiency and Preventive Care: AI automates routine administrative tasks like appointment scheduling and claims processing, reducing the burden on healthcare professionals and allowing more focus on patient care. Predictive analytics can identify high-risk patients and recommend preventive interventions, reducing hospitalizations and long-term costs.

The integration of innovative AI across education, skills, and health sectors offers India a powerful pathway to supercharge human capital formation and achieve fast, long-run economic growth. By personalizing learning, creating a flexible and adaptive workforce, and providing inclusive and efficient healthcare, AI acts as a transformative ally for human development. The successful realization of this potential, as envisioned by initiatives like the IndiaAI Mission, hinges on strategic investments in digital infrastructure, ethical governance, and public-private collaboration to ensure equitable access and prepare every citizen to be a valuable human asset in the AI era. The future of work in India is not about humans versus machines, but about their synergistic coexistence to build a smarter, more prosperous, and inclusive nation. Innovative Artificial Intelligence (AI) can significantly accelerate human capital formation in India by providing personalized education, data-driven skill development, and enhanced healthcare access, which in turn drives sustained, long-run economic growth. By leveraging AI to augment human capabilities rather than replace them, India can foster a future-ready, productive workforce. 

Stagnation of Real Wages, Incomes, and Savings in India.....

India's robust GDP growth in recent years masks a critical underlying issue: the stagnation of real wages , incomes, and household savi...