Category: AI & Technology

  • The Simulation Hypothesis: Why We’re Probably Living in Reality (Not a Computer Program)

    Let’s dive into this whole “Are we living in a simulation?” debate, but with a twist. Dr. David Kipping, a pretty sharp dude from Columbia University, tackled this mind-bending question in this video. And I have to say, the answer is as comforting as it is disturbing, depending on your philosophical leanings.

    First off, let’s talk about why people are so hooked on this simulation idea. Imagine everything you see, touch, taste—every single experience—is just code running on some cosmic supercomputer. Given how fast tech is advancing, the idea isn’t as far-fetched as it sounds. Heck, we’ve gone from Pong to photorealistic VR in a few decades. So, who’s to say that some hyper-advanced civilization didn’t take it a step further, creating entire simulated worlds, like ours?

    The argument goes something like this: if it’s possible to simulate reality, it’s probably already been done. And if it’s been done, what are the chances that we’re the “real” reality, rather than one of the countless simulations? Statistically, it’s supposed to be slim. We’d be one out of billions, maybe trillions of simulations. Depressing, right?

    Enter Dr. Kipping, the guy with a different take. He digs into the assumptions behind this hypothesis, and—spoiler alert—he finds a few cracks. One of the biggies is the assumption that future civilizations would actually want to run these simulations. We’re talking massive resources and ethical questions. Like, would you want to simulate entire worlds knowing you might create suffering, even if it’s all just ones and zeroes? Maybe these advanced beings would be like, “Nah, hard pass on that moral headache.”

    Then there’s the question of physical limitations. As cool as it sounds, simulating an entire universe, down to every atom, is a colossal task. We’re talking about something beyond our current understanding of computational power. If it’s possible at all, it’s way, way beyond us. So, the feasibility of such a simulation might not be as straightforward as the Matrix fans would hope.

    But here’s where Kipping gets really interesting. He uses Bayesian reasoning—a fancy statistical method—to crunch the numbers on how likely it is that we’re living in a simulation. When you take into account the possibility that advanced civilizations might not care about running simulations, and that simulating reality might not be feasible, the odds start to look pretty good that we’re not living in a simulated world.

    Sure, it’s still possible we’re in a simulation, but Kipping’s work gives us a little more reason to believe that what we see is what we get. So, next time someone brings up the simulation theory, you can tell them that while it’s a fun thought experiment, the reality (pun intended) is that we’re probably living in the real deal. And honestly, isn’t that both a relief and a bit of a letdown?

  • How NBFCs Are Utilising Technology To Create New Financial Products

    Non-banking financial firms (NBFCs) are the battle’s foot soldiers if financial inclusion is a war. Yes, banks are the driving force behind the economic activity, but without the active involvement of non-banking financial institutions, that power will go unused. For years, Indian NBFCs have gone where banks couldn’t, taken on clients where banks won’t, and provided services for use cases that no one else had considered.

    These devoted financial system actors are currently working with technologists to develop the upcoming financial goods, business models, and operational strategies.

    Let’s first recognise the significance of NBFCs. The RBI states that “non-banking financial companies complement the traditional banking system in the process of financial intermediation throughout the world.”

    In a nation like India, where traditional lending models are still used, there is a sizable population without access to official loans, they have taken on special relevance. According to a report from the RBI published last year, NBFCs were responsible for the majority of loans (60%) approved through digital platforms.

    And although NBFCs in the nation have existed since the 1960s, it has only been over the past ten years or so that they have come of age. Numerous variables, including shifting consumer needs, more digitization, and the factor we’ll be focusing on in this post, technology, can be credited for their stratospheric rise.

    They have stayed up with the quick technological advancement by utilising big data, artificial intelligence (AI), and machine learning (ML) to create ground-breaking credit solutions and procedures that have made formal lending accessible to everyone (or at least, that are helping it get there).

    Let’s examine how NBFCs utilise cutting-edge technology.

    ML and AI

    Every loan choice starts with a risk assessment, which has significant effects on the lender’s (in this case, the NBFC) business metrics.

    By using a variety of alternative data (tax invoices, device data, transaction volumes, etc.) to assess the creditworthiness and disclose insights regarding delinquency risk and how to manage at-risk accounts, AI and ML models assist NBFCs in streamlining lending decisions. According to research, using alternative data and machine learning resulted in 27% more applications being approved compared with a standard lending model, and 16% lower average annual percentage rates (APRs).

    In a B2B setting, where underwriting is more complicated due to considerations like shareholder control, servicing capacity, and industry risk, it is more important. Reduced decline rates and improved loan authorisation rates are the results of an AI-driven pre-approval procedure.

    Furthermore, deep personalization of loans is made possible by AI-driven intelligence. Alternate data can be used to segment customers based on their ability to pay back debt (device data, bill payments etc). NBFCs can use this segmentation to their advantage by providing loan products with pertinent terms and rates.

    When it comes to collections, ML can assist in identifying possible defaulters by extracting previously unidentified insights. This enables the lender to decide on the best resource allocation and default risk-based strategy for each borrower group.

    Robotic Process Automation (RPA)

    NBFCs are renowned for operating quickly. It’s one of their key benefits over conventional banks. They achieve this pace by using RPA to automate several repetitive tasks. It enables NBFCs to instantly (in about 3-5 seconds) validate KYCs, examine eligibility, and quickly issue loans if an application is approved. RPA aids NBFCs in accelerating operations while also lowering expenses, generating leads, and enhancing customer service.

    Conclusion

    NBFCs have the option of constructing this tech stack on their own, but they can also collaborate with fintech firms to benefit from their technological resources. They can collaborate with them to enhance onboarding and KYC procedures, and they can incorporate the latter’s pre-built underwriting models and last-mile collection processes.

    Therefore, neither one nor the other will control the future of lending. To help individuals who are in the greatest need, fintech, NBFCs, and even banks must combine their distinct advantages.

  • Indian Businesses Are Under Threat From Cyberattacks.

    ₹7.3 crores!

    That’s how much money hackers took from Razorpay, an Indian fintech company, over three months.

    Razorpay is a payment gateway provider for the uninitiated. When you’re trying to pay for pizza on your favourite food delivery app, for example, they enable payments. It’s something they excel at. However, hackers managed to penetrate the payment verification procedure one of these days, and it appears that they got off with 7.3 crores in the process.

    Razorpay now claims that no other parties have been harmed as a result of this, but we have to wonder, “Why isn’t this big news?” “Why isn’t this being discussed more?”

    Well, let’s face it, the truth is… The ecosystem has grown accustomed to it. At the very least, Razorpay has been open and honest about what happened. However, the majority of businesses do not even acknowledge data breaches. News sources have claimed that JusPay, Pinelabs, and MobiKwik have all experienced data breaches in the last several years and that not everyone has been honest about the incident. At least not until it was discovered by independent researchers.

    You can see why they’re apprehensive about doing this. After all, it’s not a good reflection on your company. However, because we lack strict guidelines on matters like these, some businesses can get away with the most heinous practices. And the ramifications are enormous. They have access to millions of bank accounts and credit card credentials in one location, thanks to a simple breach. And, more often than not, the information ends up on the dark web, a type of cyber underworld. It’s then sold to the highest bidder there. Credit card information, for example, is sold for $12 to $20. In addition, stolen banking credentials with a minimum balance of $2000 can sell for an average of $65 on the black market.

    However, data breaches aren’t the only concern for businesses. Then there’s Ransomware.

    As we already stated,

    Ransomware is a type of malware that encrypts (or locks) your data. If the code runs successfully on your device, you may never be able to recover your files. Unless you have access to a unique key, which will only be released if you pay the ransom demanded by the people holding your data hostage.

    In some circumstances, the attackers will take things a step further and threaten to post important information on the internet if their demands aren’t met. Then you have two choices: either give in to their demands, pay the ransom, and hope they decrypt your files for you, or risk dealing with the consequences alone.

    Ransomware assaults were recorded by 78% of Indian firms polled in a report assessing the impact of ransomware on 5,600 mid-sized organisations spanning Europe, the Americas, Asia-Pacific, and Central Asia. And they had to pay a total of $1.2 million for each attack. It’s completely insane.

    So, why are these breaches and ransomware assaults occurring at such alarming rates? Aren’t we well-equipped to deal with these rogues?

    To begin with, there’s the digital revolution. Because of the pandemic, the work-from-home paradigm was born, and security dangers are no longer limited to the perimeter of an office structure. Meanwhile, hackers are adjusting to the situation by attacking flaws in “secure VPNs and other collaborative technologies.”

    And, in certain cases, the ‘user’ is the weakest link in the system, regardless of how sophisticated the cybersecurity solution is. A single employee’s click on a dodgy link or opening unsolicited emails could bring the entire IT infrastructure of the company to a halt.

    There’s also the issue of building too quickly these days. Fintech companies are being driven to take shortcuts to ship products within a certain time frame. As a result, security holes emerge.

    Perhaps the only good news? Politicians are attempting to catch up.

    For example, there are currently no breach disclosure policies in place in our country. Companies might opt to disclose a breach to the Ministry of Electronics and Information Technology’s Computer Emergency Response Team (CERT-IN). They are not, however, compelled to do so.

    In other regions of the world, however, this is not the case. In the EU, for example, corporations must report security breaches within 72 hours. As a result, without a requirement to report data breaches, we may not even be aware that our personal information has been exposed.

    But that’s changing, as CERT-In has introduced its data breach policy, requiring enterprises to report security breaches within a six-hour deadline. These new regulations are expected to take effect in July and will hopefully shed more light on cybersecurity issues.

    The government has also increased its budget for cybersecurity spending and is currently developing a National Cybersecurity Strategy to strengthen our defences.

    Will all of this, however, be enough to counter evil actors’ attacks? Unlikely. They’ll adapt and hone their talents as well, and all we have to do now is be ready for the inevitable — businesses must be on their toes

  • Trends that may shape India’s fantasy sports future

    The year 2021 has been exciting for the online gaming industry. As a sports-crazed country, it’s no wonder that sports fans have switched from offline to online gaming, particularly fantasy sports. Even though the fantasy sports industry was growing before the lockdown, the pandemic’s long-term impact prompted many people across the country to participate in first-hand gambling. Fantasy sports participation has increased by 2,500% in the last decade. The figure alone demonstrates the niche industry’s massive fan base in India.

    Gaming is a popular pastime across the country, and fantasy sports are capitalising on this interest in athletic events. Fantasy sports are undeniably becoming a venue for applauding, strategizing, and improving virtual sportsmanship. By 2022, India will have over 829 million smartphone users, increasing the number of people who participate in fantasy sports. A few key aspects will influence the future of fantasy sports in India against this backdrop.

    The digital gaming sector is experiencing unprecedented expansion.

    With the advancement of digital technology, the gaming business has continued to evolve. It’s becoming a fast-growing market, thanks to recent technology advancements, improved internet connectivity, and affordable feature-packed smartphones. Furthermore, the decline in the number of tech-savvy players is hastening the expansion of multi-player and skill-based gaming. As time goes on, the game industry is experimenting with new technologies such as artificial intelligence, blockchain, augmented reality, and virtual reality to improve the user experience. The Indian gambling market is predicted to reach $ 3.9 billion by 2025, fostering the expansion of the fantasy sports category, thanks to the developing digital ecosystem.

    Investments are increasing.

    For many people, especially the tech-savvy younger generation, gaming has evolved into a mainstream source of entertainment. Fantasy sports are becoming increasingly popular in India. Fantasy sports make cricket, football, and kabaddi fans feel more connected and involved. According to research, there will be 170% more gamers in 2022 than in 2021. Fantasy sports platforms have received over $112 million in investments in the last five years, making them one of the fastest-growing categories in the gaming industry. People’s insatiable desire for a good game, along with low-cost internet plans and cellphones, has propelled fantasy sports players to the forefront of development.

    Sports leagues are forming to help boost fantasy sports.

    In 2020, India had around 360 million gamers, with the figure predicted to rise to 510 million by 2023. Fantasy sports and other skill-based games provide gamers with the real-world pleasure of athletic events. Many people’s dreams of forming teams and competing have come true thanks to fantasy sports. The popularity of fantasy sports has grown as a result of the large-scale viewership of new sports leagues and events such as the IPL T20, ICC Cricket World Cup, and Vivo Pro Kabbadi League. These new Indian sports leagues and fantasy sports movements are linked.

    Conclusion

    Fantasy sports, as an emerging gaming category, has been expanding its national footprint with real-life athletic events. While cricket has a particular place in the hearts of all sports fans, games like kabaddi, football, and hockey are also gaining popularity. The fantasy sports sector in India is poised for expansion, thanks to rising popularity, technological advancements, and more investment.

  • Insight into the future of rental electric vehicles in India

    For today’s consumers, mobility is no longer a product, but rather a service. Instead of buying, the present generation prefers to book a car or a cab. So, how does this affect the future of electric vehicles?

    This decade’s upheaval is mobility. Places and opportunities become more accessible to the general public as a result of mobility. This, in turn, leads to more affluence and a better quality of life. The mobility industry facilitates access to goods and services, healthcare, and education.

    Physical changes such as roads, bridges, and railways, as well as technological developments such as electric vehicles, connected vehicles, autonomous driving, and advances in shared mobility, micromobility, and vehicle rental, are all part of the mobility sector’s evolution.

    Mobility has transitioned from a product to a service. While our parents used to buy cars and scooters, today’s customers are content to order a taxi or reserve a self-drive automobile on their phone over the weekend. Users’ fundamental mindsets are shifting away from owning assets and toward using services to meet their immediate requirements.

    This worldview is pervasive not only in India’s metropolises but also across the country’s towns and cities, as well as across social classes.

    People are more aware of the funds being blocked and the inconveniences of ownership than they are of owning a vehicle as a status symbol or an asset. This is a long-term trend, with Niti Aayog estimating that by 2030, 35 percent of all passenger miles in India will be on shared transportation, and by 2040, 50 percent.

    The leasing of electric vehicles is at a fork in the road due to a slew of such issues. It enables higher vehicle utilisation while being professionally handled in specialised fleet management settings.

    With the introduction of electric vehicles, IoT (Internet of Things) gadgets, and electronic payments, rental firms can now provide clients with an end-to-end solution that eliminates the headaches of insurance, repairs, and maintenance.

    For these changes to make an impact, this disruption needs to be accessible and affordable. While electric vehicles improve total operating costs, shared mobility distributes capital expenditures across multiple users.

    For commuters, two-wheelers are the first step in terms of affordability. Rental electric two-wheelers have the potential to create wheels of growth for the masses in India, and this is where the true disruption is taking place.

    Until now, shared mobility has overlooked two-wheeler users, even though the category is by far the largest in India, with 20 crore two-wheelers. This is no longer the case, as businesses have developed solutions centred on two-wheeler rentals and pay-as-you-use options.

    These services are fast establishing a captive customer base across India’s cities, with demand coming from a variety of industries.

    Users benefit from the renting of electric two-wheelers in a variety of ways. They may utilise these vehicles without putting their cash at risk; they only pay for what they use, and the vehicles are used far more than they would be if they were owned by a single person.

    Consumers also appreciate the fact that, in a fast expanding area such as electric vehicles, they are protected from technology changes, upgrades, resale values, and battery life, among other things. The fact that rental EVs are brought to your home, that they can be purchased easily using an app, and that all repair, maintenance, insurance, and RTO costs are paid are all added perks.

    Electric two-wheeler rental is a multibillion-dollar industry. Even if shared mobility only accounts for a small percentage of India’s 20 million two-wheelers, it would undoubtedly generate a market worth tens of billions of dollars.


    Apart from commuters, the logistics and e-commerce sectors have a strong need for these two-wheelers.

    These businesses are expanding at a dizzying pace, and electric vehicles are the key facilitators. Aside from the inherent pull of industry, the government is also pressuring these sectors to adopt electric vehicles. Pure play fleet owners are in the greatest position to meet the industry’s enormous demand.

    In the long run, electric two-wheeler rentals are expected to rise significantly in the next years, with the potential to democratise mobility for the masses.