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Imagine a world where success isn't measured by the number of hours you grind away at your desk but by the smart strategies and innovative ideas you bring to the table. In the bustling heart of startup culture, there's a myth that's been sold to us: the belief that more work invariably leads to more growth. But what if I told you that this is just a well-orchestrated myth? Let's embark on a journey to debunk this myth. We'll explore the origins of this 'work hard, play hard' ethos and why it's time to shift our focus from quantity to quality. From the garages of Silicon Valley to the modern-day co-working spaces, we'll unravel the truth behind startup success. It's time to challenge the status quo and discover the smarter path to sustainable growth. Are you ready to change the way you think about work and success? The Perpetuation of the Overwork Myth in Startup Culture In the world of startups, a narrative as old as Silicon Valley itself persists: the more you work, the more you succeed. This myth, deeply ingrained in the fabric of entrepreneurial culture, has shaped the way countless founders and teams approach their journey to success. But where did this belief originate, and why does it continue to thrive in an era that increasingly values balance and well-being? The Silicon Valley Origin Story The story begins in the garages and makeshift offices of the early tech pioneers. These trailblazers, often idolized for their relentless work ethic, set a precedent: success in the tech world was synonymous with long hours, sleepless nights, and an all-consuming commitment to your venture. The media played a significant role in glamorizing these figures, often overlooking the other factors that played into their success – timing, innovation, market readiness, and sometimes, sheer luck. As these narratives proliferated, they painted a picture of the ideal entrepreneur: a tireless warrior battling against all odds, armed with nothing but a laptop and an unwavering will to succeed. This image became a template, a blueprint that many aspiring entrepreneurs felt compelled to follow. This is where services like those offered by become invaluable, providing expert support in HR, compliance, and finance to alleviate the operational burden on startup founders. back-office experts The Modern Startup Scene: A Legacy Continued Fast forward to today, and the startup world still holds tightly to this ethos. In co-working spaces and tech hubs around the globe, there's an unspoken reverence for the 'hustle.' Founders brag about pulling all-nighters as if it's a rite of passage, and 'busy' has become the ultimate badge of honor. Social media amplifies this, with influencers and thought leaders often equating success with the ability to endure punishing work schedules. But this narrative is not just harmless folklore; it has real consequences. It sets a dangerous precedent for what it means to be successful in tech. Aspiring entrepreneurs may feel pressured to emulate these unhealthy work patterns, believing it to be the only path to success. This relentless pursuit of work can lead to burnout, a phenomenon increasingly common in the tech world, and ironically, a serious impediment to productivity and creativity. At , we understand the unique challenges faced by startups and offer tailored solutions to streamline operations, allowing founders to focus on what truly matters for growth. Levy Questioning the Status Quo It's time to question this status quo. Is the glorification of overwork truly justified? Are we mistaking activity for productivity, or busyness for effectiveness? In the following sections, we'll dive deeper into the costs of this overwork culture and explore what truly drives sustainable growth in startups. Spoiler alert: it's not just about working harder. Burnout and Its Impact As we peel back the layers of the startup work ethic, a stark reality emerges: the glorification of overwork often leads to burnout, a state of emotional, physical, and mental exhaustion caused by prolonged stress. Burnout in the startup ecosystem is not just a buzzword; it's a critical issue that's gaining attention for its profound impact on individuals and businesses alike. Understanding Burnout in the Startup World Burnout is characterized by feelings of energy depletion, increased mental distance from one's job, and reduced professional efficacy. In the high-stakes environment of startups, where personal and professional boundaries are frequently blurred, burnout can be especially insidious. A 2020 by Blind, an anonymous professional network, revealed that 61% of professionals reported experiencing burnout, with the numbers being particularly high in tech companies. study The Triggers of Burnout Several factors contribute to burnout in startups. The relentless pursuit of growth, the pressure to meet investor expectations, and the fear of failing in a highly competitive market can create an environment where excessive working hours are the norm. This is compounded by the 'always-on' culture, where technology keeps us connected to work around the clock, leaving little room for disconnection and recovery. The Cost of Burnout The consequences of burnout extend beyond individual well-being. From a business perspective, burnout can lead to decreased productivity, increased absenteeism, and a higher turnover rate. According to the World Health Organization, workplace stress costs American businesses up to , a testament to the economic impact of this issue. $300 billion annually To mitigate these costs, many companies are turning to solutions that promote efficiency and employee well-being. can play a pivotal role in reducing the strain of overworking by streamlining essential processes. Expert operational management Moreover, burnout can stifle creativity and innovation – the lifeblood of the startup ecosystem. A workforce that is mentally and physically exhausted is less likely to generate the breakthrough ideas that drive startup success. Addressing the Burnout Epidemic Recognizing and addressing burnout is not just a matter of personal well-being; it's a strategic imperative for startups. Creating an environment that prioritizes mental health, encourages regular breaks, and respects personal time is crucial. This involves a cultural shift: redefining success not by the number of hours worked but by the quality of work and the well-being of the team. What Actually Drives Startup Growth? Moving beyond the myth that more work equals more growth, it's crucial to understand what genuinely drives startup success. Growth in the startup world is a multifaceted phenomenon, influenced by a blend of strategic planning, innovation, and team dynamics. Let's explore these key drivers that can propel startups to new heights, without falling into the trap of the overwork culture. Strategic Planning and Goal Setting Success in startups often begins with a clear and strategic plan. It's not just about working hard; it's about working smart. Effective goal setting involves identifying specific, measurable, achievable, relevant, and time-bound objectives. A by the Harvard Business Review highlighted that companies with a formalized goal-setting process are four times more likely to be high-performing. Strategic planning also means prioritizing tasks that align with long-term goals and delegating or discarding those that don't. study This approach ensures that every hour spent working is impactful and moves the needle forward in a meaningful way. Leveraging Technology and Automation In today's digital age, technology plays a pivotal role in startup growth. Automation tools and software can drastically increase efficiency, allowing startups to do more with less. For instance, automating routine tasks like data entry, customer support, and even certain aspects of marketing can free up valuable time for the team to focus on more strategic initiatives. Adopting the right technology stack can be a game-changer for startups. A by McKinsey & Company revealed that early adopters of Artificial Intelligence and automation experienced revenue growth at a rate three times higher than non-adopters in their industries. survey The Power of a Balanced Team A diverse and balanced team is another critical component of startup growth. Diversity in skills, perspectives, and backgrounds can lead to more innovative solutions and better decision-making. Building such a team requires more than just talent; it requires creating an environment where operational efficiency is prioritized. can be instrumental in achieving this balance, allowing creative minds to focus on what they do best. Comprehensive back-office support A by Boston Consulting Group found that companies with more diverse management teams have 19% higher revenues due to innovation. Moreover, a team that maintains a healthy work-life balance is more likely to be productive and creative. report Encouraging a culture where employees feel valued and are given the space to recharge leads to higher job satisfaction and retention rates, which are crucial for long-term growth. Fostering a Culture of Continuous Learning and Adaptation In the rapidly changing startup landscape, the ability to learn and adapt is invaluable. Encouraging a culture of continuous learning and being open to pivoting strategies in response to market feedback can make a significant difference. This adaptability allows startups to stay ahead of trends and respond effectively to challenges and opportunities. In crux, startup growth is not a linear path defined solely by the number of hours worked. It's a dynamic process that requires strategic planning, leveraging technology, building a balanced team, and fostering a culture of continuous learning and adaptation. In the next section, we'll delve into how startups can implement these strategies to achieve sustainable growth. Implementing Sustainable Growth Strategies Having explored the drivers of startup growth, it's essential to understand how to implement these strategies effectively. Sustainable growth in startups is about creating a balance between ambition and well-being, leveraging resources smartly, and maintaining a culture that fosters innovation and productivity. Here's how startups can put these principles into action. Setting Realistic Goals and Metrics The foundation of sustainable growth is setting realistic and achievable goals. According to a Forbes , only 8% of people achieve their goals. This often stems from setting overly ambitious goals without a clear plan. report Startups should focus on SMART (Specific, Measurable, Achievable, Relevant, Time-bound) goals that align with their long-term vision. Additionally, choosing the right metrics to track progress is crucial. Vanity metrics like social media followers might look good on paper but often don't correlate with real business growth. Instead, focus on metrics that directly impact your business, such as customer acquisition cost, lifetime value, churn rate, and revenue growth. In setting these goals, startups benefit from leveraging external expertise. can provide the necessary guidance and support, helping startups align their operational strategies with their growth objectives. Strategic operational insights Leveraging Technology for Efficiency Technology is a powerful tool for startups looking to grow sustainably. By automating routine tasks, startups can increase efficiency and allow their teams to focus on more strategic work. For instance, CRM systems can automate customer interactions, while project management tools can streamline workflow management. A by Salesforce revealed that CRM software can increase sales by up to 29%, productivity by up to 34%, and accuracy of forecasting by 42%. These tools not only save time but also provide valuable data insights for better decision-making. survey Building and Nurturing a Balanced Team A balanced team is at the heart of a startup's success. This means having a mix of skills and personalities that complement each other and a culture that supports work-life balance. Google's Project Aristotle, a study on team effectiveness, found that the best teams are those where members feel safe to take risks and express their ideas – an environment where work-life balance is respected. Encouraging regular breaks, flexible working hours, and a supportive atmosphere can significantly boost team morale and productivity. A by the University of Warwick found that happy employees are up to 12% more productive. study Creating a Culture of Continuous Learning The startup ecosystem is constantly evolving, and so should its players. Creating a culture of continuous learning and encouraging employees to upskill can keep a startup agile and competitive. This could be through workshops, online courses, or encouraging side projects. LinkedIn's 2023 Workplace highlighted that 94% of employees would stay at a company longer if it invested in their learning and development. This investment in learning not only helps in personal growth but also ensures that the startup is always at the forefront of innovation. Learning Report Implementing sustainable growth strategies requires a holistic approach. It's about setting realistic goals, leveraging technology, nurturing a balanced team, and fostering a culture of continuous learning. By focusing on these areas, startups can achieve growth that is not only rapid but also sustainable and resilient in the face of challenges. Conclusion As we've journeyed through the landscape of startup culture, challenging the myth of overwork and exploring the multifaceted nature of true growth, one thing becomes clear: sustainable success in the startup world is not a product of relentless grind, but of strategic, balanced, and smart practices. The myth that more hours at the desk equates to more growth has been debunked. Instead, we've seen that strategic planning, leveraging technology, nurturing a balanced and diverse team, and fostering a culture of continuous learning are the real drivers of sustainable growth. These practices don't just prevent burnout; they fuel innovation, productivity, and ultimately, success. In the dynamic and ever-evolving world of technology and startups, adaptability and balance are key. As we move forward, let's redefine the metrics of success in the startup ecosystem. It's not about who works the longest; it's about who works the smartest, who innovates, who adapts, and who maintains a team that's as healthy and balanced as it is driven and passionate. To all the entrepreneurs, innovators, and dreamers out there in the HackerNoon community: let's embrace these principles. Let's build startups that are not only successful in their achievements but also in their approach to work and well-being. Here's to growing smarter, not just harder!

Breaking the Startup Myth: More Work Doesn't Equal More Growth - Here's What It Does!

স্টার্টআপ মিথ ভাঙা: আরও কাজ বেশি বৃদ্ধির সমান নয় - এখানে কী করে!

Den Startup-Mythos brechen: Mehr Arbeit bedeutet nicht mehr Wachstum – hier erfahren Sie, was es bewirkt!

Rompiendo el mito de las startups: más trabajo no equivale a más crecimiento: ¡esto es lo que sí!

Briser le mythe des startups : plus de travail n'équivaut pas à plus de croissance - voici ce qui se produit !

स्टार्टअप मिथक को तोड़ना: अधिक काम का मतलब अधिक विकास नहीं है - यहाँ बताया गया है कि क्या होता है!

スタートアップ神話の打破: より多くの仕事をすることは、より多くの成長を意味するわけではありません - これが実際の結果です。

스타트업 신화 깨기: 더 많은 노력이 더 많은 성장을 보장하지는 않습니다 - 이것이 의미하는 바는 다음과 같습니다!

Quebrando o mito das startups: mais trabalho não significa mais crescimento - aqui está o que significa!

Разрушение мифа о стартапах: больше работы не означает большего роста – вот что значит!

Startup Efsanesini Çöktürüyor: Daha Fazla Çalışmak Daha Fazla Büyümeye Eşit Değil - İşte Ne Sağlar!

Phá vỡ quan niệm sai lầm về khởi nghiệp: Làm nhiều việc hơn không đồng nghĩa với tăng trưởng nhiều hơn - Đây là điều có thể làm được!

打破创业神话：更多的工作并不等于更多的成长——这就是什么！

A Game-Changer for On-chain Borrowers The launch of Credit Vaults aims to address the growing demand for stable and accessible credit among new on-chain entities, like fintech and payment companies. These borrowers are given the ability to design their own terms, which includes the ability to choose their own interest rates and payback schedules, which is one of the distinguishing characteristics of Credit Vaults. In addition, this model guarantees greater annual percentage yields (APYs) for lenders due to its full utilisation, which makes it a profitable choice for all parties involved in the relationship. Morgan Krupetsky of Ava Labs shared, “Avalanche is the ideal platform to support the launch of Clearpool’s Credit Vaults. The collaboration with Clearpool showcases a mutual commitment to developing innovative digital financial products and a shared focus on bringing tokenized assets and greater utility into the Avalanche ecosystem.” Transforming Fintech Lending: Introducing Short-term, Liquid Options Banxa teamed up with Clearpool to create the first Credit Vault. This will let Banxa borrow up to 5 million USDT. This agreement is very important because it lets lenders use a unique seven-day payback choice and get extra AVAX token benefits. The easy availability and flow of money is one of the main issues in the field of autonomous finance. This tool solves the issue and sets a new standard for adaptability and effectiveness. Leading the Charge Banxa, a key player in the crypto infrastructure space, has embraced the flexibility and opportunities provided by Clearpool's Credit Vaults. "Clearpool's Credit Vaults offer us the flexibility to meet our liquidity requirements," said Holger Arians, CEO of Banxa, highlighting the importance of customizable terms and the potential to attract a broader lender base. Cauris, specializing in private credit for fintech companies, plays a crucial role in managing the Credit Vault, emphasizing security and integrity in the system's design. Credit Vaults, which were added by Clearpool to Avalanche, are a major step forward in on-chain banking. Clearpool is not only meeting the needs of the market right now by making credit options more open, easy to get to, and effective, but they are also actively shaping the future of DeFi loans. This new way of doing things is likely to bring even more institutional and fintech players to the platform, making Clearpool even more of a star in the decentralised finance credit market. The announcement that Clearpool has recently made on its most recent initiative, which is the expansion into the Avalanche platform, as well as the release of a cutting-edge product known as Credit Vaults, is a big step forward for the company. Through this strategic choice, Clearpool is able to expand its horizons inside the DeFi market, marking the beginning of a new chapter for the company. Clearpool at the Forefront The launch of the Credit Vaults is a significant milestone, establishing Clearpool as a leader in the rapidly evolving DeFi space. The platform's ability to attract over 20 institutions for borrowing, including giants like Jane Street, underscores the growing interest and confidence in Clearpool’s offerings. Jakob Kronbichler, CEO & Co-founder of Clearpool, stated, “Launching Credit Vaults on Avalanche marks a major milestone for Clearpool and the RWA sector as we pioneer migrating credit on-chain.” Don’t forget to like and share the story! Image credits: Shubham's Web3 Vested Interest Disclosure: This author is an independent contributor publishing via our brand-as-author program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR

Clearpool Revolutionizes DeFi Lending with Credit Vaults on Avalanche

ক্লিয়ারপুল তুষারপাতের উপর ক্রেডিট ভল্টের সাথে ডিফাই ঋণের বিপ্লব ঘটায়

Clearpool revolutioniert die DeFi-Kreditvergabe mit Credit Vaults auf Avalanche

Clearpool revoluciona los préstamos DeFi con bóvedas de crédito en Avalanche

Clearpool révolutionne les prêts DeFi avec des coffres-forts de crédit sur Avalanche

क्लियरपूल ने एवलांच पर क्रेडिट वॉल्ट के साथ DeFi लेंडिंग में क्रांति ला दी

Clearpool が Avalanche の Credit Vault で DeFi 融資に革命を起こす

Clearpool은 Avalanche의 신용 금고를 통해 DeFi 대출에 혁명을 일으켰습니다.

Clearpool revoluciona empréstimos DeFi com cofres de crédito no Avalanche

Clearpool совершает революцию в кредитовании DeFi с помощью кредитных хранилищ на Avalanche

Clearpool, Avalanche'ta Kredi Kasaları ile DeFi Kredilendirmesinde Devrim Yaratıyor

Clearpool cách mạng hóa hoạt động cho vay DeFi bằng kho tín dụng trên Avalanche

Clearpool 利用 Avalanche 上的信用库彻底改变了 DeFi 借贷

The groundbreaking work of the Memecoin Rush project is not only bringing life back to the Avalanche community, but it is also changing how money moves around in its environment. The Avalanche Foundation is setting a new standard for how cryptocurrencies should be seen and used. This will ensure the community's longevity and put traditional financial systems to the test. This new project is improving the speed and safety of cash deals, which will make the future of digital currencies easier. There is a new era of liquidity mining.  A prize system worth a million dollars is put into the Memecoin Rush project so that people can mine for money. Because the project was started with well-known businesses like SteakHut and Trader Joe's, it has made it possible to change the way we deal with cash. Because of these relationships, users can now earn Memecoins just by shopping at these businesses. This makes it easier for people to use digital currencies in their everyday lives. This one-of-a-kind prize system not only helps the community by making deals faster and safer, but it also pushes standard financial systems by giving people a new way to earn and use digital assets. In the world of cryptocurrencies, the Memecoin Rush project is really setting a new standard. This will make the future easier to live in and last longer. Many people know about the well-known Avalanche Rush project from 2021, which helped speed up the growth of the Avalanche DeFi space. That idea comes naturally from the work that is being done. Avalanche Rush keeps doing very well because the Foundation is working to make the world easier to get to, more effective, and easier to use. This shows how well the Foundation's work has been done. This dedication makes it possible for Memecoin Rush to have the effect that was hoped for before. Introducing Phase One: The $1 Million Prize The recent purchase of many community currencies by the Avalanche Foundation shows how important these digital assets are becoming. Community coins are a great example of how different cryptocurrencies can be; they're not just money. They show the rich societies that can be found in the Web3 world. By showcasing the distinctive DeFi techniques that only Avalanche uses and encouraging more people to join these expanding groups, Memecoin Rush wants to demonstrate how diverse it is. Memecoin Rush isn't just a way to get prizes. If you want to help the Avalanche group grow and improve, this is your chance. More people are using blockchain, and it's easier to build communities thanks to sites like Trader Joe's and SteakHut that let users handle liquidity and stake on only one side. The rise of these decentralised financial protocols on Avalanche gives people who want to be a part of the Web3 space a lot of options. In order to connect traditional finance with the new world of DeFi, Memecoin Rush offers an easy-to-use tool for people to interact with these cutting-edge technologies. As more people join the Avalanche community through sites like Trader Joe's and SteakHut, the ecosystem's ability to work together and grow only gets bigger. The Partnerships for Success Trader Joe's and SteakHut were the first businesses to do this. They offer special perks to customers who trade and provide liquidity in certain community currencies. SteakHut also gives you options for selling cryptocurrencies. Uniswap V3 liquidity mining is one way that SteakHut gets people to connect with the ecosystem. It pays out in a number of different community currencies. Trader Joe's one-sided staking vaults credit users based on how involved they are and the state of the market for the same reason. This makes the environment both good and competitive. Both businesses have built a mutually beneficial relationship with their customers by giving them reasons to be a part of their communities. By giving people special discounts and perks, Trader Joe's and SteakHut have made their customers more loyal and interested in their brands. This creative way of rewarding customers not only makes these businesses stand out from their rivals, but it also shows that they want to build strong relationships with their community that are good for everyone. Building the Momentum of Community Coins The Avalanche Foundation just bought a bunch of community currencies, which shows how important these digital assets are. Community currencies are different from other bitcoin-based currencies because they are not just ways to pay. For that reason, they show how the societies in Web3 are always changing. Memecoin Rush wants to show how varied this is by showing the many DeFi protocols that are already available in Avalanche and encouraging more people to join these communities, which are growing very quickly. Memecoin Rush has more to offer than just a way to earn prizes. You are being given the chance to help the Avalanche community grow and improve. Platforms like SteakHut and Trader Joe's are increasing blockchain activity and making it easier for people to join communities. To do this, users are given power over share and value on only one side of the blockchain. This new way of doing things lets users get the most out of the DeFi space without having to deal with complicated processes or use multiple platforms. The Avalanche community is ready for a lot of growth and progress, thanks to SteakHut and Trader Joe's. People who join these platforms can not only get benefits, but they can also help shape the future of decentralised banking on Avalanche in very important ways. About Avalanche: The Cutting Edge of Web3 Development The market winner in smart contract systems is Avalanche. This is because deals are final and a lot of people can use it at the same time. As well as the HyperSDK toolbox, its consensus system and Subnet infrastructure give developers the tools they need to make powerful, unique blockchain solutions. Because it cares about the world, Avalanche is the best base for Web3 writers who want to make a name for themselves. The Memecoin Rush project seems to be the start of a new era of funding, community interaction, and new ideas in the Avalanche setting. This project not only makes Avalanche an even bigger star in the DeFi space, but it also gives crypto fans new ways to get involved and learn. Don’t forget to like and share the story! This author is an independent contributor publishing via our brand-as-author program. Be it through direct compensation, media partnerships, or networking, the author has a vested interest in the company/ies mentioned in this story. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR Vested Interest Disclosure:

Memecoin Rush: Avalanche's Innovative Path to Enhanced Ecosystem Liquidity

মেমেকয়েন রাশ: বর্ধিত বাস্তুতন্ত্রের তারল্যের জন্য তুষারপাতের উদ্ভাবনী পথ

Memecoin Rush: Avalanches innovativer Weg zu erhöhter Ökosystemliquidität

Memecoin Rush: el camino innovador de Avalanche hacia una mayor liquidez del ecosistema

Memecoin Rush : la voie innovante d'Avalanche vers une liquidité améliorée de l'écosystème

मेमेकॉइन रश: उन्नत पारिस्थितिकी तंत्र तरलता के लिए हिमस्खलन का अभिनव पथ

Memecoin Rush: エコシステムの流動性を強化するための Avalanche の革新的な道

Memecoin Rush: 생태계 유동성 향상을 위한 Avalanche의 혁신적인 경로

Memecoin Rush: o caminho inovador da Avalanche para aumentar a liquidez do ecossistema

Memecoin Rush: инновационный путь Avalanche к повышению ликвидности экосистемы

Memecoin Rush: Avalanche'ın Gelişmiş Ekosistem Likiditesine Giden Yenilikçi Yolu

Memecoin Rush: Con đường đổi mới của Avalanche nhằm nâng cao tính thanh khoản của hệ sinh thái

Memecoin Rush：Avalanche 增强生态系统流动性的创新之路

Daily Coding Problem Hello everyone and welcome back with another problem to solve! Today we’ll be dealing with paths, calculating the greatest path in a triangle of numbers starting from the top to the bottom! Today’s problem comes from the archives of : a super cool website to look at if you are in the mood for some head scratching! There are more than 800 math and coding problems to solve and a vast archive of discussions about them. It is the perfect tool to train your math skills and learn something new. Go check it out and try to solve your challenges too! ProjectEuler.net Let’s jump to the action! The problem By starting at the top of the triangle below and moving to adjacent numbers on the row below, the maximum total from top to bottom is 23. That is,3+7+4+9=23. Find the maximum total from top to bottom of the triangle below: As there are only 16384 routes, it is possible to solve this problem by trying every route. However, , is the same challenge with a triangle containing one hundred rows; it cannot be solved by brute force, and requires a clever method! ;o) NOTE: Problem 67 So, to recap a bit: we are given a triangle with numbers. Each number is connected to the two directly below it, . What we need to do is go from top to bottom and find the maximum possible path value. The sum of its values will be our answer. Also, as the problem states, since the routes are limited, we could try the solution out from calculating every possible route. As we’ll see just in a moment, , so we should scrap our heads a bit and find a better solution. forming a path directly to solve it by brute-forcing that would not be an efficient solution Ready then? Let’s solve it! Brute forcing the solution Since the problem advises that the brute force solution is not an efficient one, let’s take a moment to understand why is by looking at some smaller triangles. To know which path is the most valuable one, we first need to . It would be nice to know how many of them there are in the first place. walk over all the possible paths So, let’s try to count them: When there is one row (just one element) we have only one possible path. With two rows there are two possible paths we can take, with three rows there are 4 paths, and so on. Hopefully, you can see what’s happening here: : so for instance, with 4 rows we have 2³ = 8. In the problem’s example, the triangles have 15 rows so we count 2¹⁴ possible paths, which are 16384 possible routes, just as the problem states. the number of paths grows like 2ⁿ⁻¹ Given this, to calculate the maximum path by brute force, we would need to calculate the value of all the 16384 routes and then compare them. Besides the hassle of calculating all those possible paths, for the next similar problem mentioned by the text, which has 100 lines, we are going to have 2⁹⁹ possible paths, meaning roughly a total of 63.382.530.010.000.000.000.000.000.000 possible routes: inconvenient to say the least. Finally, , which is one of the worst results we could hope for. brute forcing the solution would force us with an algorithm with a time complexity of O(2ⁿ) We need a better method. The better method As we saw, the main problem in brute-forcing the solution is that there are so too many steps that our algorithm should do to calculate them all. . Since the number of routes depends on the number of elements in the triangle, we have no control over that variable. way too many possible routes, A better solution should involve either fewer routes or fewer steps to calculate them So, s needed for the algorithm to complete. What if we could calculate the maximum path possible of every given triangle … with just one step? our only chance is to reduce the number of step Let’s take a triangle and reason about it. This is the triangle from the sample given by the problem, for which we already know that the maximum path is 23 (the one in red), or 3 + 7 +4 + 9. This is our first hint: This means that we could track the growing value of each path while we go down the triangle and choose the maximum at the end. We can do this by . we don’t need intermediate values, we just want the sum of them. updating intermediate numbers with their actual path value As you can see we can apply this process row by row, updating all the values until, in the last row, we obtain the exact solution: 23. This is why I called it the avalanche algorithm: ! it’s like a snowball rolling down the mountain, which takes the route with the most snow on it and collects it to grow and grow again We have a problem though: for certain values inside the triangle we obtain multiple values. Take the middle 4, for example, the one in the third line of the first graph. If we come to the 4 from the 10 we are going to get 14 as a result, but if we come from the 7 we are going to obtain 11. If we think about it though, 10 and 7 in the second row are already “path values” updated from the previous row, since we’ve done 3+7=10 and 3+4=7 to get them. This means that the path coming from the 10 has already a higher value than the one coming from the 7 and, since we jump on the 4 only from those two values and from 4 we can only go to 5 and 9, we can conclude that the 10 path has an higher value than the 7 one, at least up to that point, and then we will always choose the route coming from the 10. It’s much clearer if you look it like this: Since we are coming only from 10 and 5, no matter if we are going to 5 or 9, we will always choose the path that already has a value of 10 because it’s higher than the one with a value of 7. This is our second hint: We could also store it, as we’ll do if we want to take the inverse road and print out the final path. besides adding the “path value” row by row and number by number, for each number we can choose the highest previous path value and move on. Each element in the triangle will have two values then: its real value and an “updated value” to keep track of the path value up to that point. OK: we have everything we need to start coding then. Let’s jump to the code! The code As with every good coder out there, I learned during the years to innately hate . Given this though, I feel like that for this project a solid OOP language was needed, to wrap everything up in a clear form. Go, even if is by far my first choice on almost every project, was not that suitable for this kind of task: its lack of a proper class object would have been a pain to deal with. Python is similar, since it has classes but it becomes messy to work with them after a while, in my opinion at least. , which is sold as Java 2.0: much less boilerplate but the same code potential for its interoperability with Java code. If you never used it, you’ll love it in a moment. Java So for this problem, we are going for Kotlin Also, this solution requires building a : if you are not familiar with that kind of data structure go check some resources online if you feel this solution is not clear! tree Let’s write the code then. https://gist.github.com/NicolaM94/81f57ae53d2c79012926047528ea492b?embedable=true We’ll start writing a class, which will be the blueprint for each number inside the triangle. This class must be built with two parameters, , the actual value of the number, and , the list of previous Nodes from which you can jump to this value (always at most 2). Then, inside the class we are going to build two other attributes: , which will hold the updated value of the path up to that point, and , which will hold the biggest parent of that node. We initially set to be equal to . Node value parents updatedValue chosenParent updatedValue value After that, we call the block, which will be the first block executed when the class gets created. In that block, we loop over the two parents (the loop there it’s a bit useless since there always are two parents, but it’s useful to show the idea behind it) and we update the with the found. Finally, we update to be equal to the value of this node plus the updated value of its bigger parent. init chosenParent biggestParent updatedValue We can also write a simple function which recursively print out the chain of values that brought us here. PrintChain That’s it, really: you have everything you need to solve the problem! Of course, you need a wrapper to collect all the numbers and instantiate all of them as nodes. Here’s the one I wrote, but of course you should build one yourself for your implementation. https://gist.github.com/NicolaM94/756a0d5fa2477454f16c4c23537a9b22?embedable=true Lastly, in the main function, we can wrap everything up and loop over the last line to get our solution. As always, for the problems given by ProjectEuler.net, besides presenting math riddles and problems, . And I love that: they are so committed that publishing results and guides for their problems is forbidden (this is one of the first 100 problems, so I understand it is permitted). Given this, . You have everything you need to start working on it! I won’t give out the solution: you need to build this by yourself, if you want to know it! ProjectEuler.net is a lovely project: their main focus is to provide a tool to start learning, thinking, and reasoning about math and algorithms I don’t feel it would be fair to just give out the solution to copy-paste and get the achievement Have a nice coding guys! 😎 Time complexity It’s not that easy to model the time complexity for an algorithm like this one, but we can try to by comparing it with the brute-force solution. reason a bit more generally First off, in both cases, we need to parse the numbers in the triangle somehow, either to collect them as nodes or to store them in lists, arrays, or any other method you can think of. Let’s suppose we use the same parsing algorithm for both solutions, the brute force one and the smart one, and let’s suppose this parsing algorithm takes O(n) time, where n is the number of rows in the triangle. After parsing the elements, in solution, we must calculate the value of each one of the 2ⁿ⁻¹ possible routes. This, again, . the brute force leaves us with a time complexity of O(2ⁿ⁻¹) With the smart solution though we don’t need to do anything else besides parsing the elements correctly. . Since we are using the same parsing algorithm for both solutions, we can discard the time used for parsing while comparing. Thus, Given that we must pass on each element to parse it as a Node, we’ll do exactly n(n+1)/2 operations After this we only need to loop over the last row to find the maximum path, requiring O(n) time. the smarter solution requires only O(n) time while the brute force requires O(2ⁿ⁻¹) time! Conclusion That’s it! As always, I hope you liked the article and found it somehow useful. If so, consider leaving a clap or two or sharing it: it would make my day! I also have a page, if you want to contribute to the redaction of these articles by sharing a coffee with me! Ko-Fi Also, feel free to share your thoughts or questions about this in the comment section: we’re all here to learn! As always, thanks for reading. Nicola

The Avalanche Algorithm — How To Calculate the Maximum Possible Path in a Binary Tree

In a groundbreaking collaboration, the Institute of Electrical and Electronics Engineers (IEEE) is set to revolutionize credentialing in India through the implementation of the Avalanche blockchain. This move is particularly significant for the nation, which boasts the second-largest IEEE membership base outside the United States, with over 75,000 members actively contributing to the technological landscape. Empowering India's Tech Leaders: IEEE's Blockchain Credentialing IEEE, a global technology leader, will deploy the Avalanche to issue tamper-evident certificates, ensuring the verification process becomes tamper-proof, instant, and secure. For the thriving tech community in India, this heralds a new era where IEEE credentials will be digitally secure and easily verifiable, setting the stage for accelerated career growth and recognition. blockchain IEEE and Zupple Labs: Pioneering the Blockchain Credentialing Landscape This forward-looking initiative is made possible through a partnership between IEEE and Zupple Labs. The collaboration utilizes LegitDoc, a blockchain-based credential lifecycle management system developed by Zupple Labs, to facilitate the issuance of blockchain certificates. Neil Martis, co-founder of Zupple Labs, shared insights into the growing willingness of the Indian public sector to embrace full-fledged blockchain projects, marking a shift from pilot projects over the past 12 months. Avalanche Blockchain: A Catalyst for Change Avalanche's C-Chain emerges as the primary settlement layer for IEEE's certificate issuance, driven by its compatibility with the . Devika Mittal, Head of Avalanche's India arm, underlines the simplicity Avalanche's EVM compatibility brings to the deployment of widely used applications, including credential registries and identity management. With top institutions like SK Planet and JP Morgan Onyx endorsing Avalanche, the platform becomes the preferred choice for organizations seeking a secure and efficient blockchain solution. Ethereum Virtual Machine (EVM) Future-Ready Credentials: Web3 Participation Encouraged The IEEE-Zupple Labs partnership is poised to issue hundreds of thousands of tamper-proof credentials specifically tailored for India's dynamic engineering community. This announcement not only signifies a pivotal moment in education credentialing but also sets a powerful precedent for broader Web3 participation. While instances of fraudulent degrees and certifications persist globally, India has faced its fair share of challenges in this regard. For example, in a series of at Cochin University of Science and Technology (Cusat), four cases of forged degree certificates and mark lists have surfaced since 2020, exposing vulnerabilities in the university's admission and employment verification processes. Notably, three B.Tech students from the School of Engineering, having failed to clear the final year exam, resorted to creating fake certificates to secure employment. disconcerting incidents Their employers only discovered the fraudulent acts when doubts arose about the authenticity of the submitted degree certificates. These cases not only highlight the challenges universities face in ensuring the integrity of their certification processes but also emphasize the pressing need for a more secure and foolproof system, such as blockchain technology, to prevent the proliferation of forged credentials. As educational institutions grapple with the complexities of verification, the adoption of advanced technologies becomes imperative to safeguard the credibility of academic achievements. In the context of India, where trust in educational credentials is crucial, the implementation of blockchain technology ensures immutability, longevity, and security. It addresses the pain points of a system where fraudulent credentials have been a challenge. Unlocking Educational Potential: The Significance of Blockchain in India The adoption of blockchain in education is a transformative step, aligning perfectly with India's commitment to digital advancement. In a country where education is a cornerstone of societal progress, blockchain introduces a layer of trust and transparency. It guarantees that educational credentials are not only authentic but also resistant to tampering, a crucial aspect in combating credential fraud. As we witness IEEE's endorsement of the Avalanche blockchain for education credentialing, the importance of this implementation cannot be overstated. It not only streamlines and secures the credentialing process but also actively contributes to India's vision of becoming a digital-first nation. In embracing blockchain, India takes a giant leap towards fostering a future-ready, tech-savvy workforce, and IEEE's pioneering initiative is at the forefront of this educational revolution. The future is here: digitally secure, IEEE-certified, and powered by Avalanche blockchain. Don’t forget to like and share the story!

Navigating the Future: IEEE Adopts Avalanche Blockchain for Secure Credentialing in India

IATA and partners say ‘passengers will have full control’ of their digital ID data; they said the same about vaccine passports: perspective Today, a trade association representing some 300 major airlines announces a proof of concept demonstrating the “first travel experience using .” digital identity “Our goal has always been a future of travel that’s fully digital and secured with biometric identification” Nick Careen; Senior Vice President for Operations, Safety and Security; IATA The International Air Transport Association (IATA), in partnership with Swiss-based digital identity solutions provider SICPA, recently demonstrated “ ” involving a British Airways flight from London to Rome, according to a . the first fully integrated digital identity travel experience press release The demonstration took place at the IATA World Passenger Symposium in Chicago on October 25, showing how passengers could create a digital passport linked with their digital wallets by scanning their passport with a mobile device and verifying identity through a “biometric liveness check.” https://twitter.com/sicpa/status/1717460023196991902?embedable=true According to the announcement, “The tamper-proof digital credential is stored in the digital wallet of the travelers and can be provided to third-party verifiers to have access to different types of services.” Other applications stemming from digital identity in travel include: Personalized offers (i.e., loyalty card and offers) Booking (streamlined e-ticket generation and journey detail) Travel requirements verification (pre-journey processes to confirm travel requirements) Enhanced check-in process by sharing necessary digital documents with the airline) https://www.youtube.com/watch?v=G_6d39R_Thk&embedable=true IATA and partners say that “ .” for privacy purposes, travelers can opt for selective disclosure, revealing only specific digital passport attributes as needed Convenience and privacy are the main selling points for this particular digital identity scheme — “ ” — is what IATA and partners are claiming. However, just like with any Terms of Service agreement, opting not to disclose your personal data may lead to exclusion. passengers have full control over their personal data In December 2020, IATA announced it was “to manage COVID-19 testing or vaccination.” building the IATA Travel Pass Just like with today’s digital identity announcement, IATA said back in 2020 that the IATA Travel Pass would be “ .” putting travelers in control of their personal information for top-level data security and data privacy But what does “being in control of your data” actually mean if you decide to private? keep your data In the case of , it meant you couldn’t travel or participate in many aspects of society. vaccine passports “This digital identity determines what products, services and information we can access – or, conversely, what is closed off to us” World Economic Forum, 2018 In the future, these digital IDs may likely include your alongside your digital wallet and a programmable Central Bank Digital Currency (CBDC) — all on top of your health status. carbon footprint With the data gleaned from this digital ID, governments and/or airlines could determine that you’ve consumed too much carbon and will have to pay an extra fee, or that you’re not up-to-date on your latest mandated medical procedure and won’t be able to travel. If you decide to “stay in control of your own data” and not share it, the result would still be the same — total exclusion. Whether they say it’s about convenience, privacy, public health, or the environment, the end result is always the same — more data collection, more surveillance, and more ways to control how you travel and transact. As IATA senior VP for Operations, Safety, and Security Nick Careen said in today’s press release, “ .” Our goal has always been a future of travel that’s fully digital and secured with biometric identification It’s always been about getting people hooked on a biometric digital ID. From there, new features may be added to further erode individual privacy, autonomy, and liberty whenever a new policy is instated. Apart from IATA and SICPA, the digital identity proof of concept industry partners include Accenture, Amadeus, Australian Border Force, AWS, Branchspace, British Airways, IDnow, Aeroporti di Roma, Trip.com, and Verchaska. This article was originally published by on Tim Hinchliffe The Sociable.

Airlines Association Trials 'First Travel Experience Using Digital Identity'

এয়ারলাইন্স অ্যাসোসিয়েশন ট্রায়াল 'ডিজিটাল পরিচয় ব্যবহার করে প্রথম ভ্রমণ অভিজ্ঞতা'

Airlines Association testet „erstes Reiseerlebnis mit digitaler Identität“

La Asociación de Aerolíneas prueba la 'primera experiencia de viaje utilizando identidad digital'

Une association de compagnies aériennes teste la « première expérience de voyage utilisant l'identité numérique »

एयरलाइंस एसोसिएशन परीक्षण 'डिजिटल पहचान का उपयोग कर पहला यात्रा अनुभव'

航空協会トライアル「デジタル ID を使用した初めての旅行体験」

항공협회 시범 '디지털 아이덴티티 활용한 첫 여행 경험'

Airlines Association testa 'primeira experiência de viagem usando identidade digital'

Ассоциация авиакомпаний проводит испытания «первого путешествия с использованием цифровой идентификации»

Havayolları Birliği 'Dijital Kimlik Kullanarak İlk Seyahat Deneyimini' Deniyor

Hiệp hội Hàng không Thử nghiệm 'Trải nghiệm Du lịch Đầu tiên Sử dụng Nhận dạng Kỹ thuật số'

航空公司协会试验“使用数字身份的首次旅行体验”

In a strategic alignment that champions the fusion of technology and healthcare, Zeeve—the prominent blockchain infrastructure-as-a-service platform played a pivotal role in supporting Rymedi, a rising healthcare tech player from South Carolina, US, in its rapid migration to Avalanche Subnets. This collaboration is not merely a testament to Zeeve’s technological acumen but also underscores the transformative potential such alliances hold for the ever-evolving healthcare industry. Rymedi, recognized by Business Narrative as one of South Carolina’s 50 fastest-growing startups, was looking to move from a public blockchain platform to Avalanche Subnets. The complexities of network reconfiguration in the newly launched Subnets, data migration, and protocol compatibility required a seasoned hand. Maintaining security and optimizing performance across subnets poses significant migration complexities. These challenges prompted Rymedi to choose Zeeve as their technology partner. Zeeve’s team of blockchain experts, leveraging their years of experience, ensured a swift and efficient transition for Rymedi. Dr Ravi Chamria co-founder & CEO of Zeeve, said: “Working alongside Rymedi, we witnessed first-hand their commitment to bettering patient-centric care delivery.” “Our role was to streamline and secure their transition to Avalanche Subnets, ensuring they could capitalize on the benefits with minimal turnaround time. By providing rapid setup of environments, streamlining deployments, and offering continuous management and support, we ensured Rymedi could leverage the full potential of Avalanche Subnets. The successes they’ve achieved in terms of cost efficiencies and deployment speeds are a testament to their forward-thinking approach,” Ravi added. David Stefanich, CEO of Rymedi, said: “Zeeve’s application of world-class blockchain infrastructure technology enables us to improve healthcare information security with multi jurisdictional compliance, and that is a market differentiator we’re extremely proud of.” “Our partnership brings to market innovative and advanced technology with a patient-centric mindset, ensuring the highest safety and efficiency standards. Zeeve’s global approach aligns seamlessly with Rymedi’s goal to bring increased wellness to patients worldwide, solving life science market issues head-on,” David added. Rymedi has successfully deployed three distinct Avalanche Subnets on the Mainnet: Rymedi Identity Subnet, Rymedi Transaction Subnet, and Rymedi Compliance Subnet. These were specifically designed to enhance and streamline patient records and the overall healthcare experience, aided by the innovative use of app chains. The inherent flexibility of Avalanche Subnets ensures solutions adhere to stringent compliance standards of the healthcare industry. Ghan Vashishtha co-founder & CTO of Zeeve, said: “Designing a solution for the healthcare sector demands precision and reliability. Migrating Rymedi to Avalanche Subnets was an intricate process, and it was inspiring to see how this could affect their outcome positively.” “Beyond the migration, our ongoing role involves overseeing operations like network management, access control, smart contract deployment, and providing real-time monitoring dashboards. It’s a holistic approach to ensuring Rymedi’s infrastructure is robust, agile, and primed for future innovations,” Mr. Vashishtha added.

Zeeve Powers Rymedi’s Healthcare Tech Transformation on Avalanche Subnets

Zeeve impulsa la transformación de la tecnología sanitaria de Rymedi en subredes Avalanche

Zeeve alimente la transformation technologique des soins de santé de Rymedi sur les sous-réseaux Avalanche

ज़ीव ने एवलांच सबनेट पर रिमेडी के हेल्थकेयर टेक परिवर्तन को शक्ति प्रदान की

Zeeve が Avalanche サブネットにおける Rymedi のヘルスケア技術変革を推進

Zeeve impulsiona a transformação da tecnologia de saúde da Rymedi em sub-redes Avalanche

Zeeve trao quyền cho Rymedi chuyển đổi công nghệ chăm sóc sức khỏe trên mạng con Avalanche

Zeeve 为 Rymedi 在 Avalanche 子网上的医疗保健技术转型提供支持

The airline industry has undergone a profound transformation over the last several years. With the emergence of technological advancements like , airline companies are now taking advantage of revamping traditional systems and optimizing processes to streamline revenue management and other departments. AI In this episode of AI.RLINE by Fetcherr, host is joined by , Revenue Manager Director at Azul Airlines, Fetcherr's first live customer. Omri Hurwitz Andre Americo Dive into a conversation about how artificial intelligence is not just reshaping Azul but setting a new course for the airline industry. Omri: Thank you so much for being on the show. To give content to our audience, can you talk about your role in Azul? : I already have 15 years of experience in the airline industry. I studied economics and got my master's in econometrics and quantitative methods. That led me to the curiosity of exploring new science and technologies. I have been working in Azul for more than 10 years already, switching roles between revenue and planning, and now I’m in charge of both departments which helps us a lot in synchronizing and taking the best out of both worlds while managing two big teams. Andre Omri: The aviation industry is going through major innovations right now, especially with AI. For a traditional industry like airlines, what are some of the greatest challenges that it’s currently facing? : I think many of the systems processes we use are still dated back from the 90s, and we have been trying to push those boundaries a little bit further as we explore new technologies, new ways of doing things, and experimenting with new processes. I think the industry, as a whole, is also evolving in terms of technology. We have been seeing many gains not only in the revenue planning field but also in our operations. We have recently been awarded with the number 1 in OTP in world rank, and that’s also due to new technologies, new ways, and new approaches to old problems. The airline industry is evolving a lot, but there’s a huge legacy and heirloom we have to adapt to why we make those changes and move on to new things. Andre Omri: How can the adoption of new AI technologies improve the airline industry as a whole, and how did it help Azul? : It helped us primarily in expanding our approach to the revenue problem. I think every airline in the world has a system to manage their revenue and inventories in an algorithmic, old-fashioned way. The reason we wanted to explore and try new technologies is to learn something different and to learn how these problems could be tackled differently. I think the biggest thing here was not the new kind of management and science being done behind the scenes, but all the learning that we got from this process, like how we can see things from a different angle, including more variables and perspectives in the data and how that leads us to better decisions. Andre https://youtu.be/paAC0Y5gepM?feature=shared&embedable=true Omri: So what I’m sensing is that the result is better analytics and insights, is that correct? : Yes, that’s correct. With Fetcherr, for example, we used more variables than the traditional RM system uses, and we are always trying to push new variables into the context of optimization so we can learn new stuff. Of course, many of them are trial and error, and that’s part of the learning process and what actually impacts demand, bookings, and revenue. Being able to adapt to new circumstances is in our DNA from the very beginning, and it’s not different when we approach the revenue optimization problem as well. Andre Omri: How data-driven are you today compared to how you were 6 or 7 years ago? : I wouldn’t say that the traditional systems aren’t data-driven, because they ingest thousands of data and they know all the major trends, but I think the big leap here is the current models that are in use is that they are statistically correct, but they cannot have a deep understanding of what’s going on and all the association between different data points and variables. I think that’s where the big gain is, is once we put more context in our analysis, and once we can link more dots among different variables, I think that’s where the real value is. Andre But the traditional systems got the whole industry to where they are and it has been evolving as well, but we thought a different approach would be adequate right now as we’re looking into expanding our ways of doing analysis – I always mention that because I think it’s really the core and create new understanding on the data that we currently have. All airlines have massive amounts of data, and just like our brains, we don’t use 100% of what we have. And I think the AI and Big Data leap in tech is going to allow us to use and learn more from that same data. Also published here.

How AI is Disrupting the Legacy Systems of the Airline Industry

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