Quantum Computing and AI Synergy

Quantum Computing and AI Synergy

By-Aditi Chhetri

Quantum computing and artificial intelligence (AI) are two of the most transformative technologies of our time. While they each have their own unique capabilities and applications, their convergence holds the potential to revolutionize the way we solve complex problems, accelerate scientific discovery, and enhance machine learning algorithms. In this blog, we will explore the fascinating intersection of quantum computing and AI, their current state, and the promising future they offer.

1.The Quantum Advantage:

Quantum computing harnesses the principles of quantum mechanics to process information in a fundamentally different way compared to classical computers. Classical computers use bits as the basic unit of information, which can be either 0 or 1. In contrast, quantum computers use qubits, which can exist in a superposition of states, allowing them to represent 0, 1, or any quantum combination of both simultaneously. This property enables quantum computers to tackle problems that are practically unsolvable for classical computers.

One area where quantum computing shines is optimization. Many real-world problems involve finding the best solution from a vast number of possibilities, such as optimizing supply chains or drug discovery. Quantum algorithms like the Quantum Approximate Optimization Algorithm (QAOA) promise to provide exponential speedup over classical counterparts, potentially transforming industries.

2.Enhancing Machine Learning:

Quantum computing also has the potential to supercharge machine learning. Quantum machine learning algorithms can process and analyze large datasets much faster than classical counterparts. This speed advantage can revolutionize AI applications like natural language processing, image recognition, and recommendation systems.

Furthermore, quantum machine learning algorithms can discover intricate patterns and correlations within data that classical algorithms might overlook. This can lead to more accurate predictions and better decision-making, making quantum-enhanced AI a powerful tool for various industries.

3.Challenges and Current Progress:

While the potential of quantum computing and AI convergence is undeniable, significant challenges remain.

(i) One of the most critical challenges is building stable and error-corrected quantum computers. Quantum bits are highly susceptible to environmental noise and errors, making them fragile for practical applications.

(ii) Quantum error correction techniques are being developed, but they are complex and require a substantial number of qubits.

(iii) In terms of AI, integrating quantum computing into existing machine learning frameworks is a non-trivial task. Researchers are actively exploring how to effectively combine quantum algorithms with classical AI models to harness the advantages of both worlds.

(iv) Despite these challenges, there has been notable progress in recent years. Tech giants like IBM, Google, and Rigetti have developed quantum processors, and startups like D-Wave are pioneering quantum annealers. Quantum cloud services are becoming more accessible, allowing researchers and developers to experiment with quantum algorithms and explore their potential in AI.

4.The Promising Future:

The convergence of quantum computing and AI opens up a world of possibilities. Here are some promising areas where they can make a significant impact:

(a) Drug Discovery: Quantum computing can simulate complex molecular interactions, accelerating drug discovery and the development of new treatments.

(b) Climate Modeling: Quantum computers can model and simulate climate systems with unprecedented accuracy, aiding in climate change mitigation efforts.

(c) Financial Modeling: Quantum algorithms can optimize investment portfolios and analyze market trends more efficiently, benefiting the finance industry.

(d) Encryption and Cybersecurity: Quantum computers pose a threat to classical encryption methods, but they can also be used to develop quantum-resistant encryption techniques, enhancing cybersecurity

Quantum computing and AI are at the forefront of technological advancement, and their convergence promises to reshape industries and solve problems that were once considered insurmountable. While challenges remain, the progress made so far is remarkable, and researchers continue to push the boundaries of what’s possible. As quantum computing technology matures and quantum-enhanced AI becomes a reality, we can expect to witness profound changes in the way we live, work, and innovate. The future of technology is undeniably quantum, and it holds immense potential for the betterment of society.

Enhancing Gameplay And Virtual Worlds With AI in Gaming

Enhancing Gameplay and Virtual Worlds with AI in Gaming

By-Aditi Chhetri

Artificial intelligence has become a powerful force that is transforming how we interact with video games and experiencing virtual worlds, in an increasingly evolving landscape of Video Games. From the intricate decision-making of non-playable characters (NPCs) to procedural generation of game content, AI has made gaming more immersive, challenging, and dynamic than ever before. We’re going to take a look at the ways AI is enhancing gaming and virtual worlds in this blog.

1.AI-Powered NPCs:

One of the most noticeable impacts of AI in gaming is the advancement of NPCs. Gone are the days when NPCs followed scripted paths and actions. AI algorithms now empower these characters with the ability to adapt and make decisions in real-time. This leads to more believable and engaging interactions within the game world.

NPCs can now react to player choices, remember past encounters, and even have their own motivations and goals. This dynamic behavior adds depth to the storytelling and makes the game world feel alive. Whether it’s the unpredictable behavior of enemy soldiers in a tactical shooter or the lifelike personalities of characters in open-world RPGs, AI has brought NPCs closer to reality.

2.Procedural Content Generation:

Another significant application of AI in gaming is procedural content generation. This technique uses algorithms to create game content such as levels, landscapes, and quests dynamically. As a result, no two playthroughs are exactly the same. Games like “Minecraft” and “No Man’s Sky” owe much of their vast, ever-changing worlds to procedural generation.

Procedural content generation not only increases replayability but also allows developers to create expansive game worlds without the need for massive teams and resources. This innovation has democratized game development, enabling smaller studios to compete with industry giants in terms of world-building.

3.Smart Game Design:

AI has also revolutionized game design. Developers are increasingly using AI to optimize gameplay experiences. For example, AI-driven analytics can help identify player behavior patterns, enabling designers to fine-tune difficulty levels and tailor in-game challenges to individual players.

Moreover, AI can assist in creating dynamic difficulty adjustments. If a player consistently struggles with a particular section of a game, the AI can subtly ease the difficulty to prevent frustration. Conversely, if a player finds the game too easy, the AI can ramp up the challenge, ensuring a satisfying experience for all skill levels.

4.Realistic Graphics and Physics:

The visual and physical aspects of gaming have also benefited from AI. AI-powered algorithms can enhance graphics rendering, making virtual worlds more stunning and lifelike. Techniques like ray tracing and deep learning super-sampling (DLSS) have become staples in modern gaming, offering higher fidelity visuals and smoother performance.

Additionally, AI-driven physics simulations contribute to realism. Objects in the game world can interact more naturally, whether it’s the behavior of cloth, fluid dynamics, or destructible environments. This not only adds to the immersion but also opens up new gameplay possibilities.

5.Natural Language Processing and Voice Recognition

Voice assistants like Siri and Alexa have familiarized us with natural language processing (NLP), but these technologies are also making their way into gaming. Games that incorporate NLP and voice recognition allow players to engage with the virtual world using their voices.

This innovation has expanded the possibilities for in-game communication, allowing for more immersive conversations with NPCs, voice-activated spells and commands in fantasy RPGs, and even solving puzzles through verbal clues.

AI has become an integral part of the gaming industry, enriching gameplay and expanding the horizons of virtual worlds. From lifelike NPCs and procedurally generated content to dynamic game design and realistic graphics, AI continues to enhance the gaming experience in remarkable ways. As technology continues to advance, we can only expect AI to play an even more significant role in shaping the future of gaming, offering players new and exciting possibilities in the virtual realms they explore.

Health Estimates: A Crucial Tool for Informed Healthcare Decision-Making

Health estimates play a pivotal role in shaping healthcare policy, resource allocation, and individual health decisions. These estimates, often based on rigorous research and data analysis, provide valuable insights into various aspects of health, including disease burden, healthcare utilization, mortality rates, and the efficacy of public health interventions. In this essay, we will delve into the significance of health estimates and their impact on healthcare systems and individual well-being.

Understanding Health Estimates

Health estimates encompass a wide range of quantitative assessments related to public and individual health. They can be broadly categorized into the following key areas:

Disease Burden: Health estimates provide essential information about the prevalence and incidence of diseases within a population. These estimates help policymakers and healthcare professionals understand the scope of health challenges, allocate resources effectively, and prioritize interventions.
Healthcare Utilization: Analyzing healthcare utilization patterns allows for the assessment of healthcare access, disparities, and the efficiency of healthcare delivery systems. It helps identify areas where healthcare services may be underused or overused.
Mortality Rates: Estimations of mortality rates are fundamental for tracking the impact of diseases and interventions over time. These estimates guide public health initiatives, especially during epidemics and pandemics.
Efficacy of Interventions: Health estimates are crucial for evaluating the effectiveness of healthcare interventions, such as vaccination programs, treatment modalities, and preventive measures. They aid in evidence-based decision-making and can inform policy adjustments.

Importance of Health Estimates

Informed Decision-Making: Health estimates serve as the bedrock of informed decision-making for healthcare policymakers and practitioners. By providing accurate and up-to-date data, estimates enable the formulation of targeted strategies to address health challenges.
Resource Allocation: Limited healthcare resources must be allocated judiciously. Health estimates guide resource allocation by identifying areas with the greatest need, thus optimizing the utilization of healthcare funds and infrastructure.
Monitoring and Evaluation: Health estimates provide benchmarks for evaluating the impact of healthcare policies and interventions. Regular assessments help refine strategies and ensure that resources are directed toward the most effective initiatives.
Public Health Preparedness: In the face of emerging threats, such as infectious disease outbreaks, health estimates are indispensable for gauging the potential impact and planning effective response measures. Timely and accurate estimates can save lives during public health emergencies.
Personal Health Decisions: On an individual level, health estimates can empower people to make informed decisions about their own health. For instance, understanding the prevalence of risk factors for certain diseases can motivate individuals to adopt healthier lifestyles and seek timely medical care.

Challenges and Limitations

While health estimates are invaluable, they are not without challenges and limitations. Some of these include:

Data Quality: The accuracy of health estimates relies heavily on the quality and availability of data. In some regions, data collection may be incomplete or unreliable, leading to less accurate estimates.
Assumptions and Modeling: Many health estimates are based on mathematical models that involve assumptions. These assumptions can introduce uncertainty into the estimates, making it important to communicate the limitations associated with them.
Resource Constraints: Conducting comprehensive health surveys and studies can be resource-intensive. Some countries, particularly low-income ones, may face challenges in obtaining sufficient data for accurate estimates.

Conclusion

Health estimates are a vital tool in modern healthcare. They guide policymakers, healthcare providers, and individuals in making informed decisions about public health, resource allocation, and personal well-being. As we continue to navigate the complex landscape of healthcare challenges, the importance of accurate and up-to-date health estimates cannot be overstated. Investing in data collection, research, and analysis is essential to improve our understanding of health trends and to develop effective strategies for promoting better health outcomes for all.

AI-Powered SEO(Search Engine Optimization)

AI-Powered SEO(Search Engine Optimisation)

By-Aditi Chhetri

In the ever-evolving landscape of digital marketing, search engine optimization (SEO) remains a cornerstone of online success. Businesses and website owners constantly strive to improve their website’s visibility on search engine result pages (SERPs). However, the rules of the SEO game are continually changing, and one of the most significant game-changers in recent years has been the integration of Artificial Intelligence (AI). In this blog post, we’ll explore the rise of AI and its profound impact on SEO.

1.The AI Revolution in SEO:

Artificial Intelligence, particularly in the form of machine learning algorithms, has fundamentally transformed how search engines rank and display web content. Traditional SEO strategies, which heavily relied on keyword optimization, are no longer sufficient to secure a top spot on SERPs. Here are some key ways AI is reshaping the SEO landscape:

2.Enhanced Search Algorithms:

Search engines like Google use AI-driven algorithms, such as RankBrain, to understand user intent better. Instead of merely matching keywords, these algorithms analyze user behavior, context, and content quality to provide more relevant search results. This means that SEO professionals need to focus on creating high-quality, user-centric content rather than keyword stuffing.

3.Voice Search Optimization:

With the proliferation of voice-activated devices like Siri, Alexa, and Google Assistant, voice search has become increasingly popular. AI plays a pivotal role in understanding and responding to spoken queries. SEO strategies must adapt to include natural language optimization to cater to voice search users.

4.Content Generation:

AI-powered tools can now generate content, including articles and product descriptions. While this can save time, it also poses challenges in maintaining originality and quality. SEO experts need to carefully curate and optimize AI-generated content to ensure it aligns with their brand and SEO goals.

(a) Personalized Recommendations:

AI algorithms analyze user behavior and preferences to provide personalized content recommendations. This not only impacts on-site user experience but also influences the content that ranks on SERPs. SEO professionals should consider personalization when crafting their strategies.

(b) Predictive Analytics:

AI-driven predictive analytics tools help SEO experts forecast trends and make data-driven decisions. This enables them to stay ahead of the competition by optimizing their content and marketing efforts accordingly.

(c) Challenges and Ethical Concerns:

While AI has revolutionized SEO, it also comes with its set of challenges and ethical concerns:

(d) Algorithm Updates: Search engines frequently update their algorithms, making it challenging to keep up with the latest SEO trends. AI professionals must continually adapt their strategies.

(e) Content Quality: The use of AI-generated content raises concerns about originality and quality. Striking a balance between automation and human input is crucial.

(f) Privacy and Ethics: AI’s ability to collect and analyze vast amounts of user data raises concerns about privacy and data ethics. SEO professionals must navigate these issues carefully.

(g) Dependency on AI: As AI becomes more integrated into SEO, there’s a risk of over-dependency on automated tools. SEO experts should maintain their expertise and not rely solely on AI solutions.

The integration of Artificial Intelligence into SEO has ushered in a new era of digital marketing. SEO professionals must adapt to these changes by focusing on user-centric content, optimizing for voice search, and embracing predictive analytics. While AI offers immense potential, it also presents challenges in maintaining content quality, addressing ethical concerns, and staying updated with ever-changing algorithms. Success in the AI-driven SEO landscape requires a combination of technological prowess, creativity, and ethical considerations to achieve long-term digital marketing goals. As the SEO landscape continues to evolve, those who harness the power of AI while staying true to the fundamentals of good content and ethical practices will thrive in this dynamic environment.

Sergey Tokarev from Roosh: AI HOUSE Camp 2023 for Ukrainian IT specialists

The Ukrainian IT sector needs strong support and assistance, especially after the full-scale invasion of Russia. With this in mind, many companies, organizations, and entrepreneurs, in particular international ones, gathered their forces to create powerful supportive IT communities. AI HOUSE is one of those initiatives that has actively operated since the war started. Sergey Tokarev, the co-founder of the tech company ROOSH, comments on the forthcoming event for IT specialists in Ukraine.

A new project of AI HOUS

AI HOUSE initiative is launching a five-day camp for IT specialists in Ukraine. The organizer prepared a fruitful time for different specialists to improve their products and generate innovative ideas to put into practice. The camp is to be held offline in Lviv from 11 to 15 September.

According to Sergey Tokarev, the candidate selection is going to be pretty tough. The camp invites engineers, researchers, marketing specialists, project managers, and enthusiasts in Machine Learning and Artificial Intelligence. People who want to build their careers in this area also have an opportunity to participate. But only 35 candidates are eligible to join the camp. The key criteria in candidate selection are their ideas and experiences.

“AI HOUSE Camp 2023 is an important initiative to achieve our mission to promote creating new AI product companies and developing artificial intelligence in Ukraine. We want to combine AI and ML enthusiasts from all over the country with experienced mentors to create new Generative AI solutions and implement ideas that will shape the future,” says the AI HOUSE team.

AI HOUSE Camp 2023: What to expect?

The project’s objective is to help specialists and startups generate innovative ideas and level up their skills in the IT area. The participants have time to apply for it till 28 August 2023.

The selected candidates will receive a range of tasks to do. Together, they will group seven teams, and each team will have to develop a particular idea with the mentor’s assistance. The best teams with the best technological solutions will be rewarded. The reward involves being considered by the tech company ROOSH for further investment and scaling.

Sergey Tokarevnotes that special guests will evaluate every work created by each team. Among them are CTO and co-founder of Reface Oles Petriv, Investment Analyst at Roosh Ventures Anna Melnychuk, Head of Research at SQUAD Oleksandr Zarechkovy, and co-founder and Head of R&D of ZibraAI startup Vlad Zavadsky.

Does the initiative offer a fixed prize?

The AI HOUSE Camp 2023 organizer does not offer any fixed prize for participating. They encourage candidates to donate 1000 hryvnia or more, as they cover the rest of the expenses. Sergey Tokarev mentions that all proceeds are going to be transferred to Reaktivna Poshta. It is a charitable organization that has been operating since 2014. It has provided gunners with spare parts, equipment, and other necessary materials.

The leading partner of the event is ROOSH. The Faculty of Applied Sciences of the Ukrainian Catholic University and one of the largest R&D centers in Ukraine SQUAD are among other partners.

Leveraging AI in sales And Marketing

Leveraging AI in Sales & Marketing

By-Aditi Chhetri

In today’s hyper-competitive business landscape, staying ahead in sales and marketing requires more than just traditional strategies. To meet the demands of the modern consumer and achieve sustainable growth, companies must embrace the power of Artificial Intelligence (AI). AI is reshaping the sales and marketing industry, revolutionizing how businesses understand their customers, automate processes, and drive results. In this blog, we’ll explore how AI is transforming sales and marketing, and the numerous benefits it brings to the table.

1.Data-Driven Insights:

One of the most significant advantages of AI in sales and marketing is its ability to analyze vast amounts of data quickly and efficiently. With AI-powered analytics tools, businesses can gain valuable insights into customer behavior, preferences, and trends. These insights allow for more informed decision-making, enabling companies to tailor their marketing strategies to individual customers or segments, ultimately increasing conversion rates and ROI.

2.Personalization at Scale:

AI enables businesses to deliver highly personalized experiences to their customers on a massive scale. By analyzing customer data, AI can predict customer prefer00ences, recommend products or services, and even create personalized content. This level of personalization not only enhances the customer experience but also increases customer loyalty and engagement.

3.Chatbots and Virtual Assistants:

AI-powered chatbots and virtual assistants have become indispensable tools in sales and marketing. They provide immediate, round-the-clock customer support, answer frequently asked questions, and guide customers through the sales process. Chatbots can also qualify leads and schedule appointments, freeing up human sales representatives to focus on more complex tasks.

4.Predictive Lead Scoring:

Lead generation is a critical aspect of sales and marketing, and AI has made it more efficient than ever. With predictive lead scoring, AI algorithms can analyze historical data to identify the most promising leads. This ensures that sales teams prioritize their efforts on leads that are most likely to convert, leading to higher conversion rates and reduced time wasted on unqualified prospects.

5.Content Creation and Optimization:

AI-driven content generation tools are changing the way businesses create and optimize content. From writing blog posts to generating product descriptions, AI can automate content creation, saving time and resources. Additionally, AI can analyze the performance of content and suggest improvements, helping companies refine their content marketing strategies for better results.

6.Marketing Automation:

Marketing automation platforms powered by AI allow businesses to streamline their marketing efforts. These platforms can automate email marketing campaigns, social media scheduling, and even ad targeting. This not only saves time but also ensures that marketing messages are delivered at the right time to the right audience.

7.Sales Forecasting:

AI-based sales forecasting models use historical data and various variables to predict future sales trends accurately. This helps businesses allocate resources effectively, make inventory decisions, and set realistic sales targets. It also enables proactive decision-making and strategic planning.

8.Customer Retention:

AI can play a crucial role in customer retention efforts. By analyzing customer behavior, AI can identify at-risk customers and trigger personalized retention campaigns. These campaigns can include targeted offers, loyalty rewards, or personalized recommendations to keep customers engaged and loyal to the brand

The integration of AI in sales and marketing is no longer a luxury but a necessity for businesses looking to thrive in today’s competitive marketplace. It empowers companies to harness the power of data, provide personalized experiences, automate tasks, and make data-driven decisions. By leveraging AI in sales and marketing, businesses can not only boost their efficiency and effectiveness but also enhance customer satisfaction and drive sustainable growth. As AI continues to advance, companies that embrace this technology will be better positioned to succeed in the evolving world of sales and marketing.

TRIFED's Artisanal Treasures Steal the Spotlight at G20 Summit

The G20 Summit witnessed a remarkable showcase of India’s rich tribal heritage and craftsmanship, curated and presented by TRIFED (Tribal Cooperative Marketing Development Federation of India), Ministry of Tribal Affairs. Several exquisite products, handcrafted by tribal artisans from various regions of India, captured the attention and admiration of delegates from around the world. Acknowledged for his outstanding contributions, Shri Pareshbhai Jayantibhai Rathwa showcased his remarkable talent with a live demonstration of Pithora Art at the G20 Crafts Bazaar.

” Shri Pareshbhai Jayantibhai Rathwa showcasing his remarkable talent of Pithora Art“

Among the array of offerings, the following articles were the most reached and generated immense interest among the delegates:

Longpi Pottery: Named after the village of Longpi in Manipur, the Tangkhul Naga tribes practice this exceptional pottery style. Unlike most pottery, Longpi does not resort to the potter’s wheel. All shaping is done with the hand and with the help of moulds. The characteristic gray- black cooking pots, the stout kettles, quaint bowls, mugs and nut trays, at times with a handle of fine cane are trademarks of Longpi but now fresh design elements are being introduced both to extend the product range as well as to embellish the existing pottery.

“Longpi Pottery is an art form that is shaping heritage, one pot at a time.”

Chhattisgarh Wind Flutes: Curated by the Gond Tribe of Bastar in Chhattisgarh, the ‘Sulur’ bamboo wind flute stands out as a unique musical creation. Unlike traditional flutes, it produces melodies through a simple one-handed twirl. Craftsmanship involves meticulous bamboo selection, hole drilling, and surface etching with fish emblems, geometric lines, and triangles. Beyond music, the ‘Sulur’ serves utilitarian purposes, helping tribal men ward off animals and guide cattle through jungles. It’s a harmonious blend of artistry and functionality, showcasing the Gond Tribe’s ingenious craftsmanship.

“Wind flute is a beautiful creation by the Gond tribes of Bastar in Chhattisgrah”

Gond Paintings: The Gond tribe’s artistic brilliance shines through their intricate paintings, reflecting their deep connection to nature and tradition. These paintings tell stories that resonate with art enthusiasts worldwide. Gond artists have ingeniously adapted to contemporary mediums, employing unique techniques. They start with dots, calculating image volume, which they then connect to form outer shapes filled with vibrant colors. These artworks, deeply influenced by their social milieu, artfully transform everyday objects. Gond painting stands as a testament to the tribe’s artistic ingenuity and their profound connection with their surroundings.

“Vivid Tales in Every Stroke: The World of Gond Art”

Gujarat Hangings: Curated by the Bhil & Patelia Tribe in Dahod, Gujarat, Gujarati Wall Hangings, much loved for their wall-enhancing charm, stem from an ancient Gujarat art form. Crafted by the Bhil tribes of Western Gujarat, these hangings, initially dolls and cradle birds,

feature cotton cloth and recycled materials. Now, they boast mirror work, zari, stones, and beads, evolving to suit contemporary fashion while preserving tradition.

“Gujarat Hangings, Curated by the Bhil & Patelia Tribe in Dahod, Gujarat”

Sheep Wool Stoles: Originally featuring monochromatic schemes of white, black, and grey, the world of tribal craftsmanship is witnessing a transformation. Dual-colored designs now dominate, mirroring evolving market preferences. Bodh, Bhutia and Gujjar Bakarwal tribes from Himachal Pradesh/Jammu & Kashmir exhibit their ingenuity with pure sheep wool, fashioning a diverse range of apparel, from jackets to shawls and stoles. The process is a labor of love, meticulously performed on hand-operated looms with four pedals and stitching machines. Sheep wool threads are woven into intricate diamond, plain, and herringbone patterns.

“Showcasing of Sheep wool from Himachal Pradesh/Jammu & Kashmir”

Araku Valley Coffee: Hailing from the picturesque Araku Valley in Andhra Pradesh, this coffee is renowned for its unique flavors and sustainable cultivation practices. It offers a taste of India’s natural bounty. Cultivating premium coffee beans, they meticulously oversee the entire process, from harvest to pulping and roasting, resulting in an irresistible brew. Araku Valley Arabica Coffee, produced organically, boasts a distinguished reputation for its rich flavor, invigorating aroma, and unmatched purity.

“Display of Araku Coffee & other natural products”

Rajasthan Artistry Unveiled: Mosaic Lamps, Ambabari Metalwork, and Meenakari Crafts:

Hailing from Rajasthan, these handcrafted marvels reflect a rich tribal heritage.

Glass Mosaic Pottery captures the mosaic art style, meticulously crafted into lamp shades and candle holders. When illuminated, they unleash a kaleidoscope of colors, adding vibrancy to any space.

Meenakari is an art of decorating metal surfaces with vibrant mineral substances, a technique introduced by the Mughals. This Rajasthan tradition demands exceptional skill. Delicate designs are etched onto metal, creating grooves for colors to nestle in. Each hue is fired individually, creating intricate, enamel-adorned pieces.

Metal Ambabari Craft curated by the Meena Tribe, also embraces enameling, a meticulous process that elevates metal decoration. Today, it extends beyond gold to metals like silver and copper. Each piece reflects Rajasthan’s rich cultural legacy and craftsmanship.

“Display of Home Décor products from Rajasthan”

These artisanal products are not just decorative items but living embodiments of India’s rich cultural diversity and heritage.

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India and Saudi Arabia sign Agreement on Cooperation in Energy Sector

India and Saudi Arabia have signed a Memorandum of Understanding on cooperation in the field of energy. The MoU between the Government of the Republic of India and the Government of the Kingdom of Saudi Arabia was signed in New Delhi on 10th September, 2023, by Union Minister for New & Renewable Energy and Power, Government of India, Shri R. K. Singh for the Indian side and Minister of Energy for the Kingdom of Saudi Arabia, His Royal Highness Abdulaziz bin Salman Al-Saud for the Saudi side.

According to the MoU, India and Saudi Arabia will cooperate in the following areas:

1. Renewable Energy, Energy Efficiency, Hydrogen, Electricity and Grid Interconnection between the two countries, Petroleum, Natural Gas, Strategic Petroleum Reserves and Energy Security.
2. Encouraging bilateral investment in the field of Renewable Energy, Electricity, Hydrogen and Storage; and Oil & Gas.
3. Circular Economy and its technologies to reduce the effects of climate change, such as: carbon capture, utilization and storage.
4. Promoting digital transformation, innovation and cyber-security and artificial intelligence in the field of Energy.
5. Working on developing qualitative partnerships between the two countries to localize materials, products and services related to all sectors of energy, supply chains and its technologies.
6. Strengthening the cooperation with companies specialized in the field of energy.
7. Any other fields related to the energy field that the two countries agree upon.

The MoU will develop a stronger partnership between India and Saudi Arabia in the field of energy. The MoU will support India’s efforts for energy transition and transformation of global energy system towards combating climate change.

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New Delhi Leaders' Declaration reaffirms the world's commitment to equitable and sustainable education

The Union Education Minister Shri Dharmendra Pradhan has expressed his deepest gratitude and sincere thanks to Prime Minister Shri Narendra Modi for his visionary leadership of the G20, in keeping with India’s timeless spirit of ‘Vasudhaiv Kutumbkam’ and bringing in a human-centric approach to ensure One Future for this One Family living together on this One Earth. This inclusive vision has been realized through India’s leadership in the successful inclusion of the African Union (AU) into this coveted group, truly democratizing the G20 and lending strength to the voice of the Global South. In a statement to the media ,Shri Pradhan said India’s presidency is rightly being applauded for changing the global order based on consensus, collaboration and cooperation.

Speaking about educational priorities under G20, Shri Pradhan said that the New Delhi Leaders’ Declaration, by prioritizing deliberations on critical areas like Foundational Literacy and Numeracy (FLN), Tech-enabled learning , Building Capacities for Lifelong learning and the Future of Work and Strengthening Research and innovation through Collaboration, has renewed the global resolve to work for an equitable and sustainable future through education and has provided a roadmap for the same. Shri Pradhan lauded the visionary leadership and clear narrative provided by our Prime Minister, Shri Narendra Modi to take forward the global education agenda under the G20 architecture. He said this has resulted in world recognition for India’s education and skill ecosystem and endorsement for the major principles and priorities of our National Education Policy 2020.

The Minister further added that the Leaders’ Declaration resonates with the education working group priorities on the three identified accelerators of Digital Transformation, Just Green Transition, and Women-led Development. This is reflected in the commitment to enhancing women’s meaningful participation as decision makers, including in quality education; focus on developing Digital Public Infrastructure including in education, and promoting LiFE. Shri Pradhan also thanked Prime Minister for emphasizing in the Leaders’ Declaration, the need to support accessible, affordable, safe and nutritious food and healthy diets in school meal programmes, which is the objective of our PM POSHAN programme.

The Education Minister further highlighted the following points on education that have been included in the Leaders Declaration :

The importance of investment in supporting human capital development for transforming our education systems and responding to the challenges of the 21st century has been recognized.
As part of commitment to SDG 4 (Quality Education), the role of schools and the need to increase enrolment and retention of all learners, particularly for vulnerable learners has been emphasised.
The need for immediate and collective action to ensure all learners acquire foundational skills by 2030, reducing the percentage of children unable to read and do math by grade 2 or 3, especially girls and children with disabilities was also reaffirmed. This is the essence of India’s NIPUN Bharat programme
The emerging trends, changing patterns in the use of digital and technological solutions in education, the transformative potential of digital technologies as an enabler for developing affordable and accessible learning resources and need for building the capacities of institutions and teachers has been recognised. The need to keep pace with emerging technologies, including AI, and focus on building Digital Public Infrastructure (DPI) in Education have also been highlighted. We are doing this through our programmes like SWAYAM, DIKSHA, among others.
The resolve to advance life-long learning with a focus on skilling, reskilling, and upskilling has been emphasized in the Leaders Declaration recognizes the need for a unified framework for skill development aligned to Inclusive Growth, Sustainable Development, and Digital Transformation.
It is being carried out by us through PMKVY, skill centres in universities and other programmes.
The Leaders Declaration has also recognized the importance of strengthening collaborations in research and innovation among Higher Education Institutions through joint academic and research initiatives like Joint/Dual, Twinning degree programmes, enhanced mobility of students and faculty.

Speaking on the follow up action being taken further to the G20 Education Working Group meetings, Shri Pradhan informed that research collaborations are being actively done with several countries. This is being reflected through our joint initiatives such as the signing of MoUs between Council of Indian Institutes of Technology (IIT Council), and the Association of American Universities (AAU) to establish the India-U.S. Global Challenges Institute, that will bring together leading research and higher-education institutions from across our two nations, to advance new frontiers in science and technology, spanning collaboration in sustainable energy and agriculture, health and pandemic preparedness, semiconductor technology and manufacturing, advanced materials, telecommunications, artificial intelligence, and quantum science. We are also witnessing a many new emerging multi-institutional collaborative education partnerships, such as those between New York University-Tandon and IIT Kanpur Advanced Research Center, the Joint Research Centers of the State University of New York at Buffalo and IIT Delhi, Kanpur, Jodhpur, and BHU, in the areas of critical and emerging technologies, IIT Bombay joining the Chicago Quantum Exchange and the start of the India-US Defence Accelaration Ecosystem (INDUS-X) Similarly we are exploring university level collaborations with other countries like Australia, UAE, Taiwan, UK and others in many critical areas.

In the skill sector one of the key focus areas is the sanitization of transnational standards with member countries by creating an International Reference Classification of occupations based on skill and qualification requirements, leading to better cross-country comparability and mutual recognition of qualifications. This commitment included a pledge to establish well-managed, regular, and skills-based migration pathways that mutually benefit origin and destination countries. To support these efforts, they focused on identifying global skill gaps and prioritizing policies aimed at addressing them, which involved strengthening national statistical data and expanding the International Labor Organization (ILO) and OECD Skills for Jobs Databases to encompass G20 nations.

ILO and OECD proposed 12 basic and 14 extended indicators for monitoring and measuring global skill gaps. These indicators have been agreed to by the G20 countries. Going forward, ILO & OECD would be responsible for implementing the intervention to monitor and measure global skill gaps in G20 countries basis the agreed indicators.

Shri Pradhan shed light on how India’s G20 presidency gave our education priorities, contextual realities and national initiatives, an acceleration and a platform for demonstrating long term systemic policy vision. By fostering collaboration, knowledge sharing, and innovative approaches, India and its G20 partners created impetus for furthering coordinated action on futuristic education and training systems, he added.

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Bharat: The Mother of Democracy'

Ministry of Culture, Government of India curated an exhibition on ‘Bharat: The Mother of Democracy’ at Hall No. 14 (foyer area), ITPO for G20 Summit during 8-10 September 2023. This curated experience displayed the democratic traditions of our country.

(The history of India’s democratic character was displayed in different languages through 26 interactive panels.)

(The sculpture of the girl from the Sindhu-Saraswati Civilization in the centre)

(A huge video screen at the back of the reception showcasing the visuals of India’s rich cultural traditions)

(Shri Sachchidanand Joshi, Member Secretary, IGNCA briefing the media about the ‘Bharat: The Mother of Democracy’ Exhibition)

She stands confident, self-assured and looking at the world eye-to-eye. Independent. Liberated. On her body, she wears jewellery much like the adornments that are worn every day by women in western India.The actual height of the object is 10.5 cm but the replica was created 5 ft. height and 120 kg weight in bronze.

The history of democracy in India can be revisited through the 26 interactive panels on one side of the pathways where visitors can read content and listen to audio in 16 different languages. The panels include Local Self Governance, Elections in modern India, Krishna Deva Raya, Jain Dharma among others. The exhibition can be accessed digitally on the G20 application.

Democracy is an age-old concept in India. As per the Indian ethos, democracy comprises the values of freedom, acceptability, equality, and inclusivity in a society and allow its common citizens to lead a quality and dignified life. The Rigveda and the Atharvaveda, the earliest available sacred texts refer to participatory institutions like the Sabha, Samiti, and Sansad, the last term being still in currency denoting our parliament. The Ramayana and the Mahabharata, the great epics of this land, also talk about involving people in decision-making. There are also found in Indian textual instances that the authority to govern is earned through merit or common consensus and is not hereditary. There has been constant discourse on the legitimacy of the voter in various democratic institutions such as the Parishad and Samiti. The Indian democracy is truly a festive proclamation of veracity, cooperation, collaboration, peace, sympathy and collective strength of the people.

DEPwD's Vision of Inclusivity

The Department of Empowerment of Persons with Disabilities (DEPwD) in India has embarked on a transformative journey. In its relentless pursuit of a more inclusive society, DEPwD has forged significant partnerships and implemented innovative initiatives to bring about lasting change. From a groundbreaking Memorandum of Understanding (MoU) with the Council of Architecture to the release of anonymous data through the Unique Disability ID (UDID) portal for research purposes, and the launch of the PM Daksh Portal, designed to empower persons with disabilities in their pursuit of skill development and employment opportunities. Additionally, this essay explores the compilation of pivotal disability rights judgments by Indian courts into a comprehensive booklet and sheds light on the advent of a cutting-edge online case monitoring portal by the Chief Commissioner for Persons with Disabilities. Hon’ble MoS, Kumari Pratima Bhoumik, Ministry of Social Justice and Empowerment, will launch the five initiatives of DEPwD mentioned below at DAIC. These initiatives collectively reflect DEPwD’s commitment to fostering inclusivity, advancing disability rights, and harnessing technology to improve the lives of persons with disabilities in India.

DEPwD’s five initiatives encompass a range of groundbreaking actions:

1. MOU with Council of Architecture: The department collaborates with the Council of Architecture (COA) to mandate universal accessibility courses in Bachelor of Architecture programs. This partnership extends to developing a certified course for architects and civil engineers to conduct accessibility audits in built environments, ensuring compliance with accessibility standards.

2. Releasing of Anonymous Data of UDID: DEPwD’s release of anonymous data through the UDID portal for research purposes facilitates data-driven decision-making in the disability sector, offering insights at various levels to enhance understanding and inform targeted interventions.

3. PM Daksh Portal: The department introduces the PM Daksh Portal as a comprehensive digital platform for Persons with Disabilities seeking training and employment opportunities, offering seamless registration, skill training options, job listings, and streamlined administrative processes.

4. Pathways to Access: Courts on Disability Rights: Notable judgments from India’s Supreme Court and High Courts on disability rights have been compiled into a booklet, providing a reference guide for persons with disabilities and stakeholders in the disability sector.

5. Online Case Monitoring Portal by CCPD: The Chief Commissioner for Persons with Disabilities adopts a cutting-edge application for handling grievances filed by persons with disabilities, making the entire process paperless and efficient, featuring seamless online complaint filing, automated reminders, and simplified hearing scheduling.

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Global Biofuels Alliance (GBA)

Global energy sector has witnessed a historic moment today with announcement of the Global Biofuels Alliance (GBA) by Prime Minister Shri Narendra Modi on the sidelines of the G20 Summit.

GBA is an India-led Initiative to develop an alliance of Governments, International organizations and Industry to facilitate adoption of biofuels. Bringing together the biggest consumers and producers of biofuels to drive biofuels development and deployment, the initiative aims to position biofuels as a key to energy transition and contribute to jobs and economic growth.

Announcement of the GBA showcases the action oriented nature of India’s positive agenda as G20 President and representing the “Voice of the Global South’’.

GBA will support worldwide development and deployment of sustainable biofuels by offering capacity-building exercises across the value chain, technical support for national programs and promoting policy lessons-sharing. It will facilitate mobilizing a virtual marketplace to assist industries, countries, ecosystem players and key stakeholders in mapping demand and supply, as well as connecting technology providers to end users. It will also facilitate development, adoption and implementation of internationally recognized standards, codes, sustainability principles and regulations to incentivize biofuels adoption and trade.

The initiative will be beneficial for India at multiple fronts. GBA as a tangible outcome of the G20 presidency, will help strengthen India’s position globally. Moreover, the alliance will focus on collaboration and will provide additional opportunities to Indian industries in the form of exporting technology and exporting equipment. It will help accelerate India’s existing biofuels programs such as PM-JIVANYojna, SATAT, and GOBARdhan scheme, thereby contributing to increased farmers’ income, creating jobs and overall development of the Indian ecosystem. The global ethanol market was valued at USD 99.06 billion in 2022 and is predicted to grow at a CAGR of 5.1% by 2032 and surpass USD 162.12 billion by 2032. As per IEA, there will be 3.5-5x biofuels growth potential by 2050 due to Net Zero targets, creating a huge opportunity for India.

Countries and organizations which have already joined GBA

19 countries and 12 international organisations have already agreed to join.

G20 countries (07) supporting GBA: 1. Argentina, 2. Brazil, 3. Canada, 4. India 5. Italy, 6. South Africa, 7..USA
G20 Invitee Countries (04) supporting GBA: 1. Bangladesh, 2. Singapore, 3. Mauritius, 4. UAE
Non G20 (08) supporting GBA: 1. Iceland, 2. Kenya, 3. Guyana, 4. Paraguay, 5. Seychelles, 6. Sri Lanka, and 7. Uganda have agreed to be initiating members of GBA, and 8. Finland
International organizations (12): World Bank, Asian Development Bank, World Economic Forum, World LPG Organization, UN Energy for All, UNIDO, Biofutures Platform, International Civil Aviation Organization, International Energy Agency, International Energy Forum, International Renewable Energy Agency, World Biogas Association.
GBA Members constitute major producers and consumers of biofuels. USA (52%), Brazil (30%) and India (3%), contribute about 85% share in production and about 81% in consumption of ethanol.

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Swachhata, Good Governance and Jan Bhagidaari to Deliver Happiness to each one, everywhere

Department of Posts conducted Special Campaign 2.0 for cleanliness and good governance that was conducted from October 2 to 31, 2022 and was continued for each of the months subsequently from November 2022 to August 2023

Currently the Department is working towards a crescendo of its efforts on Swachhata over the last 10 years during the Special Campaign 3.0 in October 2023. As part of the National Postal Week during the campaign, a number of “Jan Bhagidaari” initiatives are also planned.

The Department has an enduring commitment to improve the service environment for customers and working environment for its employees. It has adopted several green practices and put its limited resources to innovative use in the quest to improve the service experience associated with India Post. With its strong and wide citizen interface, a “Jan Bhagidaari” approach is inherent in all its special programmes.

Achievements of Special Campaign 2.0

The Special Campaign 2.0 was implemented both at the Postal Headquarters in DakBhawan and all 24,000 field sub post offices spread across the length and breadth of the country, covering the remotest corner from 2 to 31 October, 2022. Some of the achievements during the Special Campaign, continued during the subsequent period till August 2023 are as follows:

840 e-files closed.
Around 6 lakh files have been weeded out.
24000 sites cleaned in Oct 2022 and 6713 sites in follow up swachhta activities from November 2022-August 2023.
Around 2.9 cr of revenue earned through disposal of scrap.
More than 2,90,000 public grievances have been disposed off.
Approximately 1,13,289 sq. ft. of space has been freed up.

Best Practices implemented in this period:

Discontinuation of Sealing Wax – Sealing wax, previously employed to secure mail bags, has been phased out and substituted with eco-friendly, recyclable seals. This transition has been successfully implemented in all mail offices, marking an environmentally-conscious initiative that has not only preserved our ecosystem but also safeguarded the well-being of our staff.
Dissemination of Swachhta Message through Wall Art – During this period, total of 888 walls have been painted to convey the Swachhta message in resonance with local culture.
Installation of Solar Power Plant in DakBhawan– The installation of solar panels on the rooftop of DakBhavan has resulted in a significant reduction of the electricity bill, with savings of around 4 lakhs each month.
Parcel Café in Kolkata -A fully operational café within the Kolkata GPO has been creatively furnished using discarded items, including old sorting tables. This unique café also incorporates a parcel packaging unit for customers.

Next steps:

The Special Campaign 3.0, coinciding with ten years of implementation of Swachhata initiatives in the Department, is expected to be special as the Department will consolidate its past efforts and also draw a road map for the future by highlighting initiatives that could be implemented over the next few years with support from all stakeholders in the national postal network. Consultations with stakeholders and collaborative action specific to the contesxt of each socio-geographic community around the post offices will be organised as part of India Post’s focused “Jan Chetana” and “Jan Bhagidaari” activities.

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G20 Leaders’ Summit

The first ladies and spouses of G20 member countries experienced the Agricultural prowess of India first-hand, in a one-of-akind exhibition organized by Ministry of Agriculture and Farmers’ Welfare at IARI Campus,Pusa,today. The event featured a range of captivating components, such as a millet-focused live cooking session led by celebrity chefs KunalKapur, Anahita Dhondy, and Ajay Chopra, as well as the display of cutting-edge agricultural technology from prominent Indian startups, interaction with Indian women agri-champions, ‘Agri-Street’.

The spouses made their way to the exhibition area, prior to that they had a brief pitstop at the ‘Rangoli Area’, which featured two massive ‘Millet Rangolis’. The beautiful artworks were prepared using millet grains and local Indian motifs. The first rangoli captured the theme of “Harmony of Harvest” unveiling India’s deep-rooted agricultural traditions. This installation showcased India’s agricultural strength, emphasizing women’s pivotal roles in enhancing agricultural resilience. Curated with indigenous toys symbolizing women’s diverse agricultural contributions, millets, and rustic terracotta pots, this captivating Rangoli became a major highlight of the event. The second rangoli piece echoed India’s cultural philosophy – “The World is One Family”, emphasizing global unity. India as a prominent agriculture nation, plays a crucial role in global food security. The second rangoli, thus, celebrated India’s global commitment towards unity and sustenance.

In the exhibition area, the spouses witnessed the dynamic Agri-startup ecosystem, where 15 Agri-startups showcased their innovative tech solutions to address ground-level challenges and digitize agriculture. Climate Smart Agriculture, Innovation in Agriculture Value Chain, Agri-logistics & Supply Chains, Quality Assurance for Sustainable Consumption, and Millets: Sustaining Health, Empowering Agriculture, were a few themes that were covered in the exhibition. Additionally, diverse members of Farmer Producer Organizations (FPOs) from across the nation displayed a range of edible products marketed nationwide, aligned with the theme ‘Empowering Rural Prosperity through Collective Agriculture.’

An enthralling ‘Live Cooking Session’ showcased a wide variety of millet-based culinary delights. This event was aligned with the celebrations of the International Year of Millets.It was helmed by three celebrity chefs – KunalKapur, Anahita Dhondy, and Ajay Chopra, who were joined by two culinary experts from the ITC Group, chef Kusha and chef Nikita.In the designated ‘Live Cooking Area,’ these five chefs prepared a ‘full course meal’ with a special focus on millets. This meal encompassed appetizers, salads, main courses, and desserts.

Chef Anahita, Chef Kunal, and Chef Ajay were each responsible for crafting a starter, main course, and dessert. For instance, Chef Anahita created a Raw Banana Barnyard Millet Tikki topped with puffed Amaranth. Meanwhile, Chef Kunal whipped up a delightful Jowar-Mushroom Khichda. Finally, Chef Ajay brought the multi-course millet experience to a close with a Millet Thekua and a Lemon Shrikhand Mille-feuille dessert. Within the exhibition, there was a dedicated culinary section that showcased millet-based dishes from all G20 member countries, paying homage to each nation that participated in the event.

The exhibition also highlighted India’s Research and Development achievements via the stalls presented by the Indian Council of Agricultural Research (ICAR), demonstrating the latest innovations in precision agriculture, agricultural technology, and mechanization advancements driving sector growth. Each stall showcased specific crop advancements backed by government initiatives. Some of the key stalls focused on themes like the journey of the Basmati revolution, its role in the prosperity of millions of Basmati farmers, and its status as a 5 billion USD forex earner. Another stall highlighted India’s status as the “Land of Spices” emphasizing the wide variety and global fame of Indian spices, along with future scope. A neighbouring stall provided insights into the nutritional and medicinal significance of mushrooms, their extensive diversity in India, and their potential for export. Additionally, the esteemed guests also viewed the sensor-based system that facilitated the real-time monitoring of environmental conditions during the transportation, storage, and ripening of bananas, among other interesting exhibits of ICAR.

The ‘Agriculture Street’ was another major component of the exhibition curated by the Ministry, serving as a captivating journey into India’s agricultural legacy and offering insight into its vibrant past as well as the future. Here the Ministry presented a comprehensive view of agricultural practices, uniting experts, scientists, and farmers under one roof. This street was composed of nine interactive stalls, each adorned with rustic decor, creating an immersive environment for the spouses of G20 Head of States. Here, they could explore the diverse facets of agriculture, with a particular emphasis on millets. It also highlighted India’s initiatives aimed at enhancing food and nutritional security. One of the key highlights of the Agri Gully were the exhibits of Lahri Bai, a young female farmer from Dindori, Madhya Pradesh who conserved more than 150 indigenous seed varieties including about 50 varieties of millet seeds in her two-room hut earning the title of ‘Millet Queen’ of India.

After the event concluded, the G20 Spouses received a token of appreciation in the form of a hamper. The hamper’s contents were carefully chosen to represent India’s vibrant cultural and artistic heritage. These items included handwoven stoles crafted from silk sourced from the Sal forests of Chhattisgarh, a handcrafted bell metal figurine created using an ancient lost wax technique reminiscent of the method used for the iconic ‘Dancing Girl’ artifact from the Harappan civilization (3300 BCE to 1300 BCE), and a Cheriyal Painting.

The visit provided the First Ladies and Spouses with an understanding of the progress India has made in the agricultural sector, including the area of millet farming. The women farmers who were invited from 10millet producing states which are Rajasthan, Maharashtra, Karnataka, Madhya Pradesh, Tamil Nadu, Uttarakhand, Odisha, Chhattisgarh, Bihar and Assam symbolize the grassroots-level changes occurringand interacting with them allowed the first ladies and spouses to gain insight into the evolving millet value chain in the country. Renowned chefs curated a remarkable feast to emphasize the versatility of millets and Indian cuisine to the distinguished guests, while Start-Ups and Farmer Producer Organizations (FPOs) showcased their latest technologies and products, creating a unique and memorable experience for all those in attendance.

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G20 document prepared by World Bank lauds India’s progress

Digital Public Infrastructure (DPI) has had a transformative impact on India, extending far beyond inclusive finance. The G20 Global Partnership for Financial Inclusion document (https://www.g20.org/content/dam/gtwenty/gtwenty_new/document/G20_POLICY_RECOMMENDATIONS.pdf) prepared by World Bank has lauded transformative impact of DPIs in India over the past decade under the Central Government.

The document highlights the groundbreaking measures taken by Central Government and the pivotal role of government policy and regulation in shaping the Digital Public Infrastructure (DPI) landscape.

Financial Inclusion: Lauding India’s DPI approach the World Bank document notes that India has achieved in just 6 years what would have taken about five decades.
- JAM Trinity has propelled financial inclusion rate from 25% in 2008 to over 80% of adults in last 6 years, a journey shortened by up to 47 years thanks to DPIs.
- The document categorically notes, “While DPIs’ role in this leapfrogging is undoubtable, other ecosystem variables and policies that build on the availability of DPIs were critical. These included interventions to create a more enabling legal and regulatory framework, national policies to expand account ownership, and leveraging Aadhaar for identity verification.”
- Since its launch, the number of PMJDY accounts opened tripled from 147.2 million in March 2015 to 462 million by June 2022; women own 56 percent of these accounts, more than 260 million.
- The Jan Dhan Plus programme encourages low-income women to save, resulting in over 12 million women customers (as of April 2023) and a 50% increase in average balances in just five months, as against the entire portfolio in the same time period. It is estimated that by engaging 100 million low-income women in savings activities, public sector banks in India can attract approximately Rs 25,000 crore ($3.1 billion) in deposits.
Government to Person (G2P) Payments:
- In the last decade, India has built one of the world’s largest digital G2P architectures leveraging DPI.
- This approach has supported transfers amounting to about $361 billion directly to beneficiaries from 53 Central government ministries through 312 key schemes.
- As of March 2022, this had resulted in a total savings of $33 billion, equivalent to nearly 1.14 percent of GDP.
UPI:
- More than 9.41 billion transactions valuing about Rs 14.89 trillion were transacted in May 2023 alone.
- For the fiscal year 2022–23, the total value of UPI transaction was nearly 50 percent of India’s nominal GDP.
DPIs’ Potential Added Value for the Private Sector:
- The DPI in India has also enhanced efficiency for private organizations through reductions in the complexity, the cost and the time taken for business operations in India.
- Even some NBFCs have been enabled 8% higher conversion rate in SME lending, a 65% savings in depreciation costs and 66% reduction in costs related to fraud detection.
- According to industry estimates, banks’ costs of onboarding customers in India decreased from $23 to $0.1 with the use of DPI.
Lower Cost of Compliance for Banks for KYC
- India Stack has digitised and simplified KYC procedures, lowering costs; banks that use e-KYC lowered their cost of compliance from $0.12 to $0.06. The decrease in costs made lower-income clients more attractive to service and generated profits to develop new products.
Cross-Border Payments:
- The UPI-PayNow interlinking between India and Singapore, operationalised in February 2023, aligns with G20’s financial inclusion priorities and facilitates faster, cheaper, and more transparent cross-border payments.
Account Aggregator (AA) Framework:
- India’s Account Aggregator (AA) Framework aims to strengthen India’s data infrastructure, enabling consumers and enterprises to share their data only with their consent through an electronic consent framework. The framework is regulated by RBI.
- Total of 1.13 billion cumulative accounts are enabled for data sharing, with 13.46 million cumulative number of consents raised in June 2023.
Data Empowerment and Protection Architecture (DEPA):
- India’s DEPA grants individuals’ control over their data, enabling them to share it across providers. This promotes tailored product and service access without requiring new entrants to invest heavily in pre-existing client relationships, fostering innovation and competition.

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A new project of AI HOUS

AI HOUSE Camp 2023: What to expect?

Does the initiative offer a fixed prize?

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