Krishnan Narayanan – författare

What is more conducive to economic development of a nation-specialisation or diversification? Are regions within a developing economy experiencing divergence or convergence as they embark on high growth path? The learnings from the India story has valuable lessons on such aspects for other developing countries and so this book is a deep dive into the regional economy of India. A region's ability to experience growth is to a large extent determined by its ability to attract either industry or people. This phenomenon is known as agglomeration and affects concentration of firms, development of industrial hubs, policies towards special economic zones, flows of labour and capital, formation and growth of cities. Given the size and diversity within each state in India there is an urgent case for going one step below to identify homogeneous units at a sub state level, viz., NSS regions, something which this book seeks to address.

This book reveals how Nextgen AI systems are revolutionizing the way businesses create value in what the authors call the Co-Intelligence revolution. Gone are the days of simply making and selling products or services. Now, humans and these AI systems combine to produce and use tokens of intelligence to craft interactive experiences, shifting value creation from mere transactions to dynamic, co-intelligent engagements.The authors introduce a groundbreaking paradigm of co-creatively generated intelligence (COIN): relational intelligence emerging between humans, machines, institutions, and ecosystems, where co-intelligent organizational ecosystems optimize decision-making, personalize experiences, and drive new forms of agility.Packed with case studies, including OpenAI, L’Oréal, SAP, Siemens, JPMorgan Chase, Tesla, and emerging digital public infrastructures, this book details how COIN is transforming enterprises in innovative ways. It outlines how businesses can leverage Nextgen AI to enhance operations, offerings, and customer experiences while making a positive impact on the environment. This work will captivate scholars and practitioners alike, offering pathways to co-create a symbiotic, sustainable future.

This book reveals how Nextgen AI systems are revolutionizing the way businesses create value in what the authors call the Co-Intelligence revolution. Gone are the days of simply making and selling products or services. Now, humans and these AI systems combine to produce and use tokens of intelligence to craft interactive experiences, shifting value creation from mere transactions to dynamic, co-intelligent engagements.The authors introduce a groundbreaking paradigm of co-creatively generated intelligence (COIN): relational intelligence emerging between humans, machines, institutions, and ecosystems, where co-intelligent organizational ecosystems optimize decision-making, personalize experiences, and drive new forms of agility.Packed with case studies, including OpenAI, L’Oréal, SAP, Siemens, JPMorgan Chase, Tesla, and emerging digital public infrastructures, this book details how COIN is transforming enterprises in innovative ways. It outlines how businesses can leverage Nextgen AI to enhance operations, offerings, and customer experiences while making a positive impact on the environment. This work will captivate scholars and practitioners alike, offering pathways to co-create a symbiotic, sustainable future.

The papers included in this volume cover several aspects of human capital. It starts with the role of human capital in influencing productivity, employment and growth of employment. The chapters show that Indian States that have been neglecting schooling and health facilities have become victims in terms of low productivity and lower rates of employment. Consequently, employment cannot be increased without spending on education and health. Furthermore, the unorganised sector in India cannot provide gainful employment as productivity in this sector is low and is also declining. Skill intensity influences mainly productivity in the organised sector. As a result, states that have been neglecting human capital would lose on both counts. The chapters also reveal that human capital could be substituted for energy use and help in reducing energy consumption and pollution. India is also one of the important exporters of human capital and the non resident Indians send remittances back to India. The volume indicates that remittances play a significant role in poverty reduction and increase in per capita consumption levels. In addition remittances, unlike foreign direct investments and portfolio investments, are less erratic and are not influenced by slowdown in the world economy. Poverty could also be directly attacked through the use of anti poverty programmes like NREGA. This volume provides an analytical framework and a theoretical model to analyse the impact of these programmes to examine their influence on labour demand, income, prices and productivity. The volume also emphasises the crucial role of the government in directly running education institutions. As seen from the volume government run engineering institutions are technically more efficient than the private run ones.

The papers included in this volume cover several aspects of human capital. It starts with the role of human capital in influencing productivity, employment and growth of employment. The chapters show that Indian States that have been neglecting schooling and health facilities have become victims in terms of low productivity and lower rates of employment. Consequently, employment cannot be increased without spending on education and health. Furthermore, the unorganised sector in India cannot provide gainful employment as productivity in this sector is low and is also declining. Skill intensity influences mainly productivity in the organised sector. As a result, states that have been neglecting human capital would lose on both counts. The chapters also reveal that human capital could be substituted for energy use and help in reducing energy consumption and pollution. India is also one of the important exporters of human capital and the non resident Indians send remittances back to India. The volume indicates that remittances play a significant role in poverty reduction and increase in per capita consumption levels. In addition remittances, unlike foreign direct investments and portfolio investments, are less erratic and are not influenced by slowdown in the world economy. Poverty could also be directly attacked through the use of anti poverty programmes like NREGA. This volume provides an analytical framework and a theoretical model to analyse the impact of these programmes to examine their influence on labour demand, income, prices and productivity. The volume also emphasises the crucial role of the government in directly running education institutions. As seen from the volume government run engineering institutions are technically more efficient than the private run ones.

The papers included in this volume cover several aspects of human capital. It starts with the role of human capital in influencing productivity, employment and growth of employment. The chapters show that Indian States that have been neglecting schooling and health facilities have become victims in terms of low productivity and lower rates of employment. Consequently, employment cannot be increased without spending on education and health. Furthermore, the unorganised sector in India cannot provide gainful employment as productivity in this sector is low and is also declining. Skill intensity influences mainly productivity in the organised sector. As a result, states that have been neglecting human capital would lose on both counts. The chapters also reveal that human capital could be substituted for energy use and help in reducing energy consumption and pollution. India is also one of the important exporters of human capital and the non resident Indians send remittances back to India. The volume indicates that remittances play a significant role in poverty reduction and increase in per capita consumption levels. In addition remittances, unlike foreign direct investments and portfolio investments, are less erratic and are not influenced by slowdown in the world economy. Poverty could also be directly attacked through the use of anti poverty programmes like NREGA. This volume provides an analytical framework and a theoretical model to analyse the impact of these programmes to examine their influence on labour demand, income, prices and productivity. The volume also emphasises the crucial role of the government in directly running education institutions. As seen from the volume government run engineering institutions are technically more efficient than the private run ones.