# Public Digital Backbone

INTRODUCTION
“Digital Public Infrastructure is a key enabler for achieving the Sustainable Development Goals and ensuring that no one is left behind in the digital age.” Bill Gates
Public Digital Backbone is a term that refers to the digital infrastructure that enables the flow of people, money, and information in a secure, efficient, and inclusive manner. Public Digital Backbone can be seen as a public good that fosters innovation, governance, and social welfare.
One of the countries that has successfully developed a Public Digital Backbone is India. India has created a set of platforms and services that are collectively known as India Stack. India Stack includes Aadhaar, a biometric identification system that covers over 1.2 billion people; UPI, a real-time payment system that handles over 2 billion transactions per month; and DEPA, a consent-based data sharing system that empowers individuals to access and control their own data.
India's Public Digital Backbone has enabled various benefits for its citizens, government, and businesses. For example, it has improved access to financial services, reduced corruption and leakage in welfare schemes, enhanced public service delivery, and fostered digital innovation and entrepreneurship.
Public Digital Backbone is not only relevant for India, but also for other countries that want to leverage the potential of digital technologies for social and economic development. However, building a Public Digital Backbone requires careful design and collaboration among various stakeholders, such as government, regulators, private sector, civil society, and academia. It also requires addressing the challenges and risks of data privacy, security, inclusion, governance.
In the News
1. India Aims To Take Its Digital Public Infra To 50 Nations In Next 5 Years: Nilekani
SUMMARY
● Nandan Nilekani also said that India’s DPIs have so far been deployed in 15 countries across the globe
● Nilekani also reiterated that startups and companies leveraging India’s DPIs were valued north of $100 Bn
● As per Inc42 data, Indian startups have raised more than $150 Mn in funding between 2014 and H1 2024, with the country currently being home to 118 unicorns
Ref: https://inc42.com/buzz/india-aims-to-take-its-digital-public-infra-to-50-nations-in-next-5-years-nilekani/
2. ULI a 'Frictionless Credit'
The Reserve Bank of India is preparing to introduce a public technology platform aimed at providing 'frictionless credit' through the Unified Lending Interface. This initiative has been under pilot testing since last year. Could ULI become the future of digital banking? It can be next big step for Digital Public Infrastructure, India Stacks, Digital India.
What was the pilot?
According to the Reserve Bank of India's annual report, the new platform has been tested in five different loan categories:
* kisan credit card loans up to ₹1.6 lakh,
* dairy loans,
* unsecured loans for MSMEs, *personal loans, and
* home loans.
The pilot project, which began in August 2023, involved twelve participating banks. Since its inception, loans totaling ₹5,535 crore have been distributed, including ₹3,640 crore specifically for MSMEs, as of March 31. The platform is designed to integrate with 31 diverse data services. The pilot program is being implemented in seven states—Andhra Pradesh, Odisha, and selected districts in Uttar Pradesh, Maharashtra, Tamil Nadu, Madhya Pradesh, and Karnataka.
What is ULI?
The Unified Lending Interface (ULI) is a digital platform designed to accelerate the lending process by enabling the smooth exchange of digital information, such as land records, between data service providers and lenders. This streamlined process can significantly speed up credit appraisals. ULI is particularly focused on addressing the high demand for credit, especially among agricultural borrowers and those in MSMEs (Micro, Small, and Medium Enterprises). It facilitates quicker approvals by minimizing the need for extensive documentation. The ULI is expected to revolutionize the lending landscape in a similar way that the Unified Payments Interface (UPI) transformed the payment ecosystem.
How it works?
The Reserve Bank of India recognized that the data needed for credit appraisals was dispersed among various entities, such as central and state governments, account aggregators, banks, credit information companies, and digital ID authorities. The existence of these data sets in separate systems created obstacles to the smooth and timely processing of loans. To address this, the digital platform was created to allow all financial sector entities to connect effortlessly in a 'plug-and-play' fashion, reducing the complexity of multiple technical integrations.
Will ULI will be a Game Changer for banking like UPI and Jan Dhan?
The combination of Jan Dhan, Aadhaar, and Mobile Phones—or what he calls the 'new trinity' of JAM-UPI-ULI—marks a revolutionary advancement in India's digital progress. The Unified Lending Interface (ULI) is set to provide significant benefits to all stakeholders, including consumers, lenders, and data service providers. Consumers can enjoy a seamless and customized credit experience without needing extensive documentation or physical visits. At the same time, lenders and data service providers gain advantages from the network effect, standardization, cost efficiency, innovative lending processes, scalability, and broader reach.
3. Digital Public Infrastructure: Can UPI and ULI Transform Financial Inclusion, Protection, and Empowerment in India?
The term "UPI" (Unified Payments Interface) is now widely recognized by people across India, including those who are illiterate—a stark contrast to its obscurity back in 2016. This widespread awareness is due to the massive scale of UPI's usage: currently, 260 million people in India use UPI, and the number of daily transactions is expected to soon reach 400 million. In the fiscal year 2023-24, the total transaction volume processed through UPI was ₹199 lakh crore.
In a similar vein, "Unified Lending Interface" (ULI) could become a household term in the near future. ULI is a technology platform designed to enable 'frictionless credit,' especially for individuals who face difficulties securing loans. Just as UPI has revolutionized the payments ecosystem, ULI is poised to have a similarly transformative impact on the lending landscape in India.
4. Agriculture & MSME credits can be accessed throgh ULI (Unified Lending Interface). Like the ease of UPI, ULI to be the next big DPI Stack of Digital India
On Monday, the Governor of the Reserve Bank of India, Shaktikanta Das, announced the launch of the Unified Lending Interface (ULI), a technology platform designed to facilitate “frictionless credit,” particularly for individuals who struggle to secure loans. “Just as UPI revolutionized the payments ecosystem, we anticipate that ULI will have a similar transformative effect on the lending landscape in India,” he stated.
The new interface is designed to gather data from multiple sources with the consent of borrowers, aiming to streamline credit assessments and integrate seamlessly with India’s digital public infrastructure, which relies on Aadhaar IDs and mobile connectivity. If it functions as intended, ULI could enable India to bridge last-mile gaps in formal credit provision and liberate individuals from the clutches of predatory money-lenders.
This kind of direct online access makes much more sense than the complex risk-mining strategies that led the US into the subprime mortgage crisis of 2007-08. In reality, what the financially underserved around the world require is a reduction in information asymmetry at the grassroots level, rather than the sophisticated restructuring of debt assets by investment bankers in high-end office towers. Let’s hope India’s ULI platform sets a new standard.
Reference: "RBI Gov Shaktikanta Das unveils ULI, says 'new trinity of JAM-UPI-ULI will be a revolutionary step' in lending space" 26 Aug 2024 https://www.livemint.com/economy/rbi-gov-shaktikanta-das-unveils-uli-says-new-trinity-of-jam-upi-uli-will-be-a-revolutionary-step-in-lending-space-11724659303200.html
5. Bridging the Credit Gap: How Digital India's Infrastructure Empowers MSMEs for Growth and Employment
India's micro, small, and medium enterprises (MSMEs) are the backbone of the nation's economy, employing over 110 million people and contributing nearly 30% of the country's gross domestic product (GDP). These enterprises are also significant exporters, accounting for about 50% of India's exports. However, despite their crucial role in driving growth and creating jobs, MSMEs face a significant challenge—a persistent credit gap that affects over 60% of them. This gap hinders their potential for growth and limits their ability to scale their businesses.
The credit gap that MSMEs experience is a result of various challenges that arise throughout the MSME lifecycle. Traditional lending institutions often rely on limited data sources, making it difficult for them to accurately assess the creditworthiness of these enterprises. The lack of real-time data on seasonal cash flows and other critical financial indicators means that many MSMEs are left without the necessary documentation and management processes to qualify for credit. This is particularly challenging for enterprises in sectors such as construction and logistics, where cash flows can vary significantly.
However, change is on the horizon. With the advent of Digital India and the deployment of its various initiatives, there is hope that these challenges can be addressed. Instruments like FASTag, Digilocker, and the Open Network for Digital Commerce (ONDC) are part of a broader digital public infrastructure that offers high-quality and high-frequency customer data. This data has the predictive power to reveal transaction patterns, cash flows, procurement practices, and more, providing a clearer picture of an MSME’s financial health.
Moreover, the Digital Empowerment and Protection Architecture (DEPA) and the Account Aggregator (AA) system further enhance this digital ecosystem by facilitating the consent-based exchange of customer data. This makes banking processes faster and more reliable, reducing the dependency on traditional methods of credit assessment that often fail to serve the unique needs of MSMEs.
Following the backlash ruling party faced in the recently concluded parliamentary elections on account of lack of investments, growing unemployment and promotion of coterie of few big corporate houses government had to relent on many fronts. The Union Budget 2024 had to enact several measures for MSMEs by proposing easing access to credit. A notable inclusion is the expansion of the credit guarantee scheme, which will now facilitate liquidity for manufacturing MSMEs without requiring collateral or third-party guarantees. The budget also doubled the limit for "Tarun" Mudra loans, from ₹10 lakh to ₹20 lakh, helping entrepreneurs secure larger funds necessary for growth. In addition, the threshold for the Trade Receivables Discounting System (TreDS) platform was halved from ₹500 crore to ₹250 crore, encouraging broader participation and enabling more MSMEs to benefit from early payment solutions.
The combination of these digital tools and supportive government policies holds the potential to transform the MSME landscape in India. By leveraging the Account Aggregator framework, financial institutions can develop in-house digital scoring models that provide a more accurate assessment of MSMEs, particularly those lacking formal accounting systems. This can help small businesses access the credit they need to grow, thereby supporting job creation and overall economic expansion.
The focus on using cashflow-based lending and alternate data, along with expanding the TreDS platform and introducing seamless data-sharing protocols, is designed to ensure that MSMEs have the financial support necessary to thrive. As these systems become more integrated, they promise to increase the efficiency of credit disbursement, thereby reducing costs, improving turnaround times by 50%, and doubling credit renewal rates.
In summary, India's commitment to building a robust digital public infrastructure through initiatives like DEPA, Account Aggregator, FASTag, Digilocker, and ONDC is a game-changer for MSMEs. By enabling timely and accurate credit assessments, these tools can help bridge the credit gap, empower businesses to grow, and significantly boost employment, ultimately creating a multiplier effect that will drive economic growth across the nation.
Reference: "Close the credit gap msmes face to create jobs and drive growth" by Alok Kshirsagar & Aditya Sharma https://www.livemint.com/opinion/online-views/msme-funding-small-businesses-credit-availability-job-creation-lending-dpi-mudra-loans-treds-gst-fastag-11723406003107.html
6. Why European digital protection acts are superior than other similar acts in the world?
European digital protection acts, such as the General Data Protection Regulation (GDPR), are often considered superior to other similar acts in the world:
1. Stronger Privacy Rights: GDPR grants individuals robust rights over their personal data, including the right to access, rectify, and erase their data, as well as the right to data portability and the right to be forgotten. These rights provide individuals with greater control and transparency over their data.
2. Extraterritorial Application: GDPR has extraterritorial reach, meaning it applies not only to EU-based organizations but also to any organization processing EU residents' data, regardless of their location. This global applicability sets a high standard for data protection worldwide.
3. Strict Consent Requirements: GDPR mandates clear and explicit consent for data processing, ensuring that individuals are well-informed and have actively consented to how their data is used.
4. Heavy Fines for Non-Compliance: GDPR imposes significant fines for non-compliance, which can be up to 4% of a company's global annual revenue. These substantial penalties act as a strong deterrent and motivate organizations to comply with the regulations.
5. Data Protection Impact Assessments: GDPR requires organizations to conduct data protection impact assessments (DPIAs) for high-risk data processing activities, promoting a proactive approach to data protection.
6. Data Protection Officers: GDPR mandates the appointment of Data Protection Officers (DPOs) in certain cases, ensuring that organizations have dedicated personnel responsible for compliance.
7. International Data Transfer Mechanisms: GDPR provides mechanisms like Standard Contractual Clauses (SCCs) and Binding Corporate Rules (BCRs) to facilitate international data transfers while maintaining data protection standards.
8. Comprehensive Scope: GDPR covers a wide range of data types and processing activities, making it one of the most comprehensive data protection regulations globally.
While GDPR is often considered stringent, its effectiveness in protecting individuals' privacy and promoting responsible data handling has led to its recognition as a gold standard for data protection, influencing other countries and regions in shaping their own data protection laws. However, the effectiveness of any data protection act also depends on its enforcement and the commitment of the relevant authorities to uphold it.
7. Why Data Protection Acts are Necessary? Data protection acts are essential for safeguarding individual privacy, fostering trust in technology, and promoting responsible data practices in the digital age. As our reliance on data continues to grow, so too does the importance of strong data protection legislation.
Data protection acts are crucially important in today's world for several reasons:
Protecting Individual Privacy:
Preventing Misuse of Personal Data: They safeguard individuals' fundamental right to privacy by setting rules and limitations on how organizations can collect, use, and disclose personal information. This helps prevent misuse of data for discriminatory practices, surveillance, or unwanted marketing.
Transparency and Control: These acts empower individuals with control over their own data. They give individuals the right to access, correct, and even request deletion of their personal information held by organizations. This transparency and control over their data empower individuals and foster trust in the digital ecosystem.
Ensuring Fair and Ethical Data Practices:
Preventing Discrimination and Bias: Data protection acts promote fair and ethical data practices by prohibiting discrimination based on sensitive personal data such as race, religion, or political beliefs. This helps ensure that algorithms and decision-making processes relying on personal data are responsible and unbiased.
Building Trust in Technology: Strong data protection regulations build trust in technology by assuring individuals that their information is handled responsibly and ethically. This trust is essential for encouraging broader adoption of digital technologies and fostering a healthy digital economy.
Promoting Data Security and Accountability:
Mitigating Data Breaches and Leaks: Data protection acts introduce mandatory security measures to protect personal data from unauthorized access, breaches, and leaks. This can help mitigate the risks associated with cybercrime and data security threats.
Holding Organizations Accountable: These acts hold organizations accountable for their data handling practices. They set clear enforcement mechanisms and potential penalties for non-compliance, motivating organizations to invest in proper data security measures and comply with data protection regulations.
Examples of Data Protection Acts:
General Data Protection Regulation (GDPR): The European Union's GDPR is considered a global benchmark for data protection legislation. It has influenced data protection laws in many other countries.
California Consumer Privacy Act (CCPA): California's CCPA is another influential data protection law that grants Californians significant rights over their personal data.
Digital Personal Data Protection Act, 2023 (India): India's recently enacted Digital Personal Data Protection Act aims to regulate the collection, use, and storage of personal data in the country.
8. What was oil in yesterday's economy is data for today's economy. Or is it more?
In today's digital age, data has become a fundamental driver of economic growth and innovation, akin to the role that oil played in previous economies. Data is generated at an unprecedented rate from various sources such as social media, sensors, and transactions. This data holds immense potential for businesses and governments alike. Companies use data analytics to gain insights into customer behavior, optimize operations, and develop new products and services. Governments leverage data to make informed policy decisions and improve public services.
What sets data apart from oil is its versatility and scalability. While oil was primarily used for energy and manufacturing, data has a wide range of applications. It fuels artificial intelligence and machine learning algorithms, enabling automation and personalized recommendations. Data also plays a crucial role in healthcare, where it supports research, diagnostics, and treatment planning. Furthermore, data has the power to address global challenges such as climate change, as it facilitates monitoring and modeling of environmental factors.
However, the value of data is accompanied by important considerations related to privacy, security, and ethics. As data becomes more central to our economies, societies need to address these concerns through regulations and responsible data practices. So, data has become the lifeblood of the modern economy, surpassing the role that oil played in the past, and its responsible management is essential for a sustainable and innovative future.
9. Does European Union Digital Services Act matters to us?
The EU's Digital Services Act (DSA) actually became operational in two stages, first very large and then smaller service providers, Europe as well as by the rest of the world:
1. For large platforms: Most of the DSA's rules began applying to Very Large Online Platforms (VLOPs) and Very Large Online Search Engines (VLOSEs) with over 45 million active users in the EU on 25 August 2023. These platforms include giants like Google, Facebook, Twitter, and Amazon.
2. For all platforms: For all other online platforms, regardless of size, the DSA will become fully operational on 17 February 2024. This means all platforms operating in the EU, or targeting EU users, will need to comply with the act's requirements.
What are the implications of the European Act?
EU's New Digital Services Act: Global Implications
The Digital Services Act (DSA) is a landmark EU regulation that aims to create a safer and more transparent online environment by holding tech giants accountable for the content on their platforms. While it primarily applies to platforms operating within the EU, its reach extends beyond its borders through several potential impacts on non-EU regions:
Content Regulation: Platforms may be compelled to adopt stricter content moderation policies to comply with DSA's rules on illegal and harmful content. This could impact content access and expression outside the EU, raising concerns about censorship and stifling online discourse.
Increased Costs: Complying with the DSA's obligations may be costly for platforms, potentially leading to higher prices for users in non-EU regions.
Innovation and Competition: The DSA's focus on transparency and open platforms could benefit smaller, non-EU tech companies by creating a more level playing field. However, its emphasis on removing harmful content could also hinder innovation and development of new online services.
Global Standards: The DSA could set a precedent for online content regulation, influencing other countries to adopt similar laws. This could create a more harmonized global approach to online safety but also raise concerns about data privacy and sovereignty.
10. Art generated NOT by AI but by great artists 'on AI' and 'for the HUMANITY'
Not machine generated 'hallucination' but co-evolution
In considering AI’s potential, it can be tempting to channel the techno-optimism of the 1990s, when IBM’s Deep Blue triumphed over the world chess champion, unleashing a wave of interdisciplinary interest in how AI might be deployed and commercialized in other domains. But it can also be tempting to adopt the opposing view and insist that AI will become an intolerable threat to most people’s livelihoods and perhaps even to human existence itself.
Both reactions are not new: they have often accompanied the emergence of major innovations. They also make similar mistakes, because both treat technological progress as if it were something separate from us. Nowadays, the optimists fixate on what AI might do for us, while the pessimists worry about what it will do to us. But the question we should be asking is what AI will do with us.
This question is as pertinent to fine art as it is to finance, despite the apparent differences between these domains of quintessentially human activity. New-media art is best understood as a dialogue between experimentation and tradition. The human longing for novelty and tradition are mutually dependent: Only by appreciating what came before an artwork can we comprehend what makes it new. No work is fully independent of cultural heritage, just as light cannot be understood in the absence of darkness.
Dvorak Dreams, a collaborative AI art project, demonstrates the potential of AI to enhance and extend human creativity, enriching cultural heritage. Artists can guide AI's role in society. Human input shapes AI's output, making it meaningful and beneficial. We need a symbiotic relationship.
11. 'Right to be forgotten' RTBF on the Internet?
The "right to be forgotten," RTBF also known as the "right to erasure," is a complex and evolving legal concept with implications for privacy, freedom of expression on the Internet.
What it is?
The right for individuals to request the deletion of their personal data from online platforms, particularly search engines.
Aims to give individuals control over their online presence and prevent the past from perpetually defining their present.
It is Primarily in the European Union under the General Data Protection Regulation (GDPR). Other countries like Argentina and the Philippines have similar laws. But not yet recognized in the US.
How it works?
Individuals can submit erasure requests to search engines like Google. Search engines must assess if the information is "inadequate, irrelevant, no longer relevant, or excessive" and if there's a public interest in keeping it available. Search engines can delist or demote search results, but not necessarily remove them entirely.
12. Unlocking India's Purple Sector: DPI and ONDC within Beckn Protocol are boon for disables and socially vulnerables. Author: Shanti Raghavan, founder, Enable India and Ashoka Fellow for Social Entrepreneurship
DPI and ONDC is boon and groundbreaking advancement for individuals with disabilities and socially vulnerable populations. They provide a comprehensive digital framework that enhances accessibility and inclusivity across various sectors, including transportation services like autos and taxis. By enabling seamless discoverability and access to specialized products and services, this integrated system empowers individuals with disabilities, enhancing their mobility, access to healthcare, education, and employment opportunities, ultimately improving their quality of life and socioeconomic prospects.
The article discusses the significant potential of disability-inclusive infrastructure in India, referred to as the 'purple sector.' This sector encompasses a broad range of opportunities, including mobility, housing, healthcare, financial services, and commerce, all aimed at improving the lives of persons with disabilities. With an estimated 30 million to 150 million people with disabilities in India, there is a substantial market waiting to be tapped. The article highlights the role of India's digital public infrastructure, such as Aadhaar and the Unified Payments Interface (UPI), in enabling the development of disability-friendly services and products.
The key to unlocking this potential lies in addressing four critical aspects of disability inclusion: discoverability, trust, access, and the cost of innovation. These aspects are essential for ensuring that appropriate products and services for persons with disabilities are readily available and accessible. The Beckn Protocol is mentioned as a crucial technology layer enabling digital public goods like ONDC and Namma Yatri to cater to the disability-inclusive digital economy.
The article emphasizes the importance of implementing this framework across various digital public goods to empower persons with disabilities to actively contribute to India's economic growth. It highlights examples of how healthcare apps and educational tools integrated into the digital infrastructure can benefit individuals like Meena, providing them with access to specialized services, skill development, and employment opportunities. Ultimately, the article envisions a future where disability-inclusive infrastructure plays a pivotal role in enhancing the lives of millions of people with disabilities in India while contributing to the country's economic development.
13. AI can detect cancer at Tata Memorial Hospital
CONSIDER THIS scenario: With a simple click, doctors will be able to assess the hardness, texture and elasticity of tumours including gaining insights into the likelihood of a patient's survival and responsiveness to chemotherapy.
Once the stuff of sci-fi, an initiative by Mumbai's Tata Memorial Hospital, India's largest cancer hospital, is doing just that-deploying deep learning to teach Artificial Intelligence (AI) how to diagnose cancer early on. This detection tool, doctors say, will also help avoid unnecessary chemotherapy for predicted non-responders.
With its Bioimaging Bank having integrated 60,000 digital scans of cancer patients over the past year, the hospital has laid the groundwork to develop a cancer-specific algorithm. It has also started using Al to reduce radiation exposure for paediatric patients undergoing CT scans.
14. 'Inevitable India' rings especially true in the sphere of technology
'Inevitable India' rings especially true in the sphere of technology The article "Inevitable India" by Debjani Ghosh, President Nasscom highlights India's remarkable contributions to the global digital transformation. In the early 2000s, India unveiled the globally lauded tourism campaign, "Incredible India." Fast-forward to the present. Harvard Business School posed a compelling question: If India were to initiate another global campaign today, what should encapsulate its essence? Its recommendation, "Inevitable India," Based on the design principles of inclusion, security and ecosystem-driven development, India's DPI network has laid the groundwork for economic growth where no one is left behind. Our mantra of innovating for scale at the grassroots level and then moving up, as opposed to the Western norm of top-heavy innovation that trickles down, positions India as one of the few countries realizing the vision of a truly inclusive and human- centric digital economy
This won't be just a triumph for India; it's a promise we will make a positive global impact that will be valued by people in the farthest reaches of the world.
15. Indian AI: What is it, and can we make one?
Differences in Indian Datasets:
Components of the India AI Programme:
Private Sector Initiatives:
Key Challenges in Developing Indian AI:
(Source: Mint, 19 December 2023)
16. India will emerge as the world's foremost user of AI says Nandan Nilekani
In a recent article, Infosys co-founder and chairman Nandan Nilekani and Tanuj Bhojwani, head of People+AI, shared their belief that India is poised to become the world's leading user of artificial intelligence (AI) by the end of this decade. They argue that India's unique advantages include a young and well-connected population, favorable policies, and significant infrastructure investments. India's demographic dividend, with a median age of 28 compared to Europe's 44, places a higher share of the population in the working age bracket. However, India's diversity, linguistic barriers, and varying literacy rates present challenges that AI can help overcome by providing innovative solutions in areas like healthcare, education, agriculture, and sustainability.
Nilekani and Bhojwani highlight India's readiness for AI adoption, citing over 790 million mobile broadband users and the success of digital public infrastructure systems like Aadhaar and the Unified Payments Interface. They emphasize that India's lack of legacy systems allows it to build AI-first solutions from the ground up, with a focus on data control and public trust. They also point to government initiatives like the PM-Kisan chatbot, which aids farmers in accessing benefits, as an example of early AI adoption. India's vibrant tech ecosystem, driven by booming IT exports, further supports the growth of AI innovation and solutions.
So, Nilekani and Bhojwani believe that India's potential in AI is based on its unique circumstances, readiness, and willingness to address real-world problems with technology. They stress the importance of focusing on problem-solving rather than fixating solely on the technology itself. This perspective suggests that India is well-positioned to lead the world in AI usage in the coming years.
(We are finding this article very interesting. So we are providing highlights of the article. Those who are interested to know a few more pertinent things can go ahead and read on. Others can skip without much loss. Editors)
1. "India needs it": India is positioned as a probable beneficiary of the "China plus one" concept, making it the most likely choice for global companies looking to diversify from China.
2. Demographic Advantage: India's 1.4 billion population, coupled with a younger average age compared to Europe, means a significant portion of its population is of working age, offering a demographic advantage.
3. Complex Challenges: India's unique challenges, including linguistic diversity and varying literacy rates, require innovative AI solutions to address issues in healthcare, education, agriculture, and sustainability.
4. AI as a Bridge: AI has the potential to overcome barriers such as language diversity by enabling people to access services through natural language, particularly benefiting those with lower literacy rates.
5. "India is ready for it": India's young and well-connected population, with over 790 million mobile broadband users, provides a strong foundation for AI adoption.
6. Digital Public Infrastructure: Successes like the Aadhaar system and the Unified Payments Interface showcase India's readiness for AI, as they form the basis for AI-first systems.
7. Data Control: India's data control framework, including the Account Aggregator framework, fosters public trust and encourages data utilization in AI applications.
8. Government Initiatives: Initiatives like the PM-Kisan chatbot demonstrate the government's early adoption of AI to bridge language barriers and improve access to benefits.
9. Tech Ecosystem: India's vibrant tech ecosystem, fueled by IT exports, innovates and widely adopts digital public infrastructure, contributing to the growth of AI solutions.
10. AI in Education: AI's potential extends to education, helping close literacy gaps and transforming administrative tasks.
11. Problem-Solving Focus: The authors stress the importance of a strategic plan that prioritizes solving real-world problems over fixating solely on the technology itself.
Note: For going to the original article 'Unlocking India's Potential with AI', Nilekani and Bhojwani : https://www.imf.org/en/Publications/fandd/issues/2023/12/POV-unlocking-india-potential-with-AI-Nilekani-Bhojwani
To read click on BLUE Title links to go into CHAPTERS
Table of Contents
Preface: Empowering India Digitally
Chapter 1. A Silent Revolution
Chapter 2. History in the Making
Chapter 3. India Stack:Plumbing for the Internet Age
Chapter 4. What is served on my plate? Benefits of Public Digital Backbone
Chapter 5. Building a Public Digital Backbone
Chapter 6. Challenges and Risks
Chapter 7. Global Relevance
Chapter 8. Conclusion
Glossary
Appendices
Bibliography
Additional Related Topics
References
* ↑ The concept of “Data is the new oil of the modern world” Clive Humby, a British mathematician and entrepreneur who coined the phrase in 2006.
* ↑ The Digital Services Act https://commission.europa.eu/strategy-and-policy/priorities-2019-2024/europe-fit-digital-age/digital-services-act_en
* ↑ https://www.japantimes.co.jp/commentary/2023/12/28/artifical-intelligence-key-questions/
* ↑ DPI could help unlock a massive opportunity in the purple sector. Author: Shanti Raghavan https://www.livemint.com/opinion/online-views/dpi-in-the-purple-sector-disability-inclusive-infrastructure-can-spark-a-boom-11700997206676.html
* ↑ AI can detect cancer at Tata Memorial Hospital https://indianexpress.com/article/cities/mumbai/tata-cancer-hospital-artificial-intelligence-detection-scans-9097088/
* ↑ 'Inevitable India' rings especially true in the sphere of technology By Debjani Ghosh, President of Nasscom | https://www.htsyndication.com/mint/article/-inevitable-india--rings-especially-true-in-the-world-of-technology/77459071
* ↑ India needs it, India is ready for it, India will do it: Nandan Nilekani, Tanuj Bhojwani on country's AI potential. https://www.moneycontrol.com/news/technology/india-to-become-worlds-foremost-ai-user-by-the-end-of-this-decade-nandan-nilekani-tanuj-bhojwani-11862641.html