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The Absorbent System and Retrograde Motions  

6 effective emotional design principles and examples can help you create attractive and enjoyable web/app UI for better UX. These days, with the rise of emotional design, an increasing number of UX/UI designers realize the importance of emotions and are starting to create . emotional interfaces for better UX Donald Arthur Norman, the co-founder of the famous Nielsen Norman Group, first introduced the term “emotional design” in his famous book called “ ” and emphasized the great impact of emotional design on web/app designs for better and more pleasurable UX. Emotional Design However, how can you put emotions into your web/app interface designs and engage more customers as a UX/UI designer？Are you looking for some practical emotional design principles or examples to help you make an attractive and delightful web/app UI? Here are for your inspiration. To help you build more impressive and emotional interfaces, some website/app prototype examples (which are all made by ,Mockplus) will also be introduced: 6 effective emotional design principles and examples an easier, faster and smarter prototyping tool First, what is emotional design in web/app UI design? In a web/app interface design, emotional design often indicates a design approach that UX/UI designers use to deliver a positive emotion (such as happiness, comfort, joyfulness and more) with creative interface elements or element groups, such as colors, microcopy, layouts and so on. Moreover, sometimes, in order to trigger the right emotional response from the web/app users, some designers even creatively put some negative emotions (such as sadness, regret and sorrow, etc ) in their UI designs to impress users for better UX and product sales. In short, an excellent emotional web/app design can not only catch users’ attention quickly, but also make them feel good about purchasing your product. This example uses all interface elements, especially the “photo and text” pair, to deliver a sense of safety and encourage users to purchase its security software without hesitation. How to design emotional interfaces for a better UX? As we’ve introduced above, every element or detail of your web/app UI can be a potential source of emotions. So, how can you use these commonly-used interface elements more creatively and effectively to create a compelling and emotional website/app? To help you out, here are 6 effective emotional design principles for your inspiration: 1. Use visual elements to trigger an emotion of users Visual elements can be designed to evoke emotions. Below are some visual elements that you can try to elicit user emotions: *Use colors to attract users and deliver emotions Color, one of the most important visual elements in interface design, plays a vital role in attracting and retaining users — even at the first sight. It is also an effective element for designers to express emotions. For example, generally speaking, red and yellow often indicate happiness, enthusiasm, youth, joyfulness, etc. While using these colors or color schemes in your design, you can easily stir the correspondent emotions and make users feel happy and enjoyable. And blue, green and black often deliver a sense of peace, comfort and freedom. When using these colors or color schemes in your interface, you can help users unconsciously become more patient and rational. In short, use colors in your design to trigger different user emotions and offer diverse emotional experiences. This Chinese Restaurant website example chooses red and yellow, the most typical colors of the Orient, as its theme colors. This color scheme not only makes the entire design more beautiful and eye-catching, but also lets the customers know a little more about the oriental cultures. And one cannot help wanting to try all listed dishes. This 404 error page uses a blue and white color scheme to invisibly convey a sense of comfort and calmness. Such a design strategy can effectively reduce the frustration of users when they’ve suddenly received an annoying 404 error messages. *Comfort the audience with clear, intuitive and hierarchical layouts/typography A website/app with more intuitive, hierarchical and clearer layouts or typography tends to be more attractive to users and offer them more pleasurable experience. More intuitive, hierarchical and clear layout can make your web/app interface simpler and more user-friendly. This makes it easier for users to find their needed information quickly. *Make appealing and pleasurable interfaces with contrasts and groups You can also add contrasts and groups of visual elements to make more comfortable and pleasurable interfaces. For example, you can easily add some photos, microcopy and other visual elements along with the various colors, placements, sizes, assignments, layers and more to create a compelling and intuitive UI design with clear hierarchies. This is very effective in improving user experience. As this website prototype shows, you can easily use the “Image”,“Label”, “Button” and more components together to create a comfortable and appealing UI prototype with various sizes, placements, assignments, colors and more properties in Mockplus. In addition, you can also optimize your website/app visually with shapes, grids, animations and other visual elements. To create such a minimalist website with better UX, you can easily try the “ Auto Data Fill ” and “ Repeater ” features of Mockplus to make an intuitive grid. Then, drag and drop the “Label” and “Text Area” components to create a clear visual hierarchy with the changes of sizes, typography, placements and colors. This could be really useful in providing users with more pleasurable experience. In short, wisely design every visual element to purposely create an emotional connection with your website/app audiences. 2. Create a better experience with creative and smart interactions In web/app design, interaction design often enhances the functions and meets the needs of users effectively, giving users more pleasant experience. In other words, a good web/app interaction design is not only easy enough to let users know clearly what to do and how to do it. It also enables users to smoothly complete an interaction, purchase a product or read needed information successfully. This is really important in offering users a more enjoyable experience. In this app design, it is not difficult to figure out how to log in. And when users are typing in the password, the animated man on the top will cover his eyes. When the password is entered incorrectly, the color of the password will automatically turn red. Such a sweet design is engaging to people while making them feel safe. It is exactly what makes this design stand out. 3. Provide an interesting and engaging experience with unique design style and theme A unique design style and theme can not only make your design stand out, but also can give users a better impression of your apps, products or brands. Occasionally, it can even transform the user into a product promoter**.** Below are some guidelines you can follow to design for emotions: *Simplify/optimize web/app UI with diverse design styles and techniques Minimalist design style can effectively simplify your web/app design, result in faster loading speeds and improve user experience. ( ) Click to check best minimalist website design secrets and examples Minimalist website design can provide users a simpler and more pleasurable experience. Flat design style, one of the most popular design styles within UX/UI designers, can help build a great website/app with a clear visual hierarchy and allows users to find the interface and needed contents quickly. ( ) Click to check 10 flat web design examples for inspiration To create such a flat website prototype, you can easily (which offers users over 3000 vector icons in all walks of life) to add icons and design an intuitive website with a flat design style. A flat design can effectively facilitate users and offer them a better UX. use the icon library of Mockplus Progressive disclosure design technique is also useful for you to offer better and more pleasant UX. Progressive disclosure design technique plays a vital role in improving user experience. *Offer diverse emotional experiences with different design themes In web/app UI design, designers are also supposed to analyze the audience carefully and choose a design theme based on their real needs. For example, when you are designing a website/app especially for children, you are supposed to add bright colors, cute cartoon characters, interesting animations/videos and more elements that are full of childishness and happiness. Such elements can easily help you attract more users, let them like your websites/apps and keep them stay there for a longer time. *Make your audiences laugh Jokes or humorous words/photos/animations can catch the attention of users quickly, trigger an emotional response and retain them effectively. So, in your UI design, consider adding elements that make your audience laugh for better UX and higher product sales. Humor in an error page can easily help you comfort your audience and reduce their negative emotions effectively. In short, offer users diverse emotional experience with different design styles and themes. 4. Use well-crafted microcopy/copy to express emotions Words are always a useful method for people to deliver or express emotions. And in website/app design, words also work. In comparison to some tedious, impersonal or dull instructions, error messages, notifications, feedback and other website/app texts, words full of emotions are likely to be more persuasive and attractive. Emotive and touching text design in combination with some personified icons helps create an emotional connection with users and offer a better emotional experience. Interesting microcopy makes your website attractive and can also ease the negative emotions of users. In addition to a cute penguin illustration, this prototype example is also designed with a creative and memorable microcopy design to attract users and let them click to continue without any hesitation. This is definitely the magic of the well-crafted microcopy. 5. Personalize web/app designs with your creativity Idea! Idea! Idea! A creative design idea is always important to a successful emotional website/app design. That’s why most designers always search and browse a great number of the fresh emotional website/app design examples and resources for inspiration before they really start to design. ( ) Click to check more free design materials and resources Creative ideas always help personalize your web/app designs and make it more emotional and unique. Use creative ideas to deliver an emotion and have your website design stand out. To help you create an excellent emotional website/app designs, you can download and use Mockplus to easily and quickly prototype, test and iterate your design ideas. Firstly, Mockplus offers a powerful component library, icon library and for you to easily prototype your design ideas to their fullest. component style library Secondly, Mockplus provides . This can help designers test their design ideas quickly and collect feedback effectively. 8 ways to test and share a project Thirdly, if you need to design for emotions collaboratively, the feature of its newly-released Team and Enterprise editions are also worth trying. team management and collaboration 6. Impress users with details Emotional design can be used in many types of web/app interfaces (such as the login/signup pages, guiding pages, feedback pages, 404 error pages and so on) to reduce the negative emotions of users, guide them to browse through the website/app, offer them more delightful UX and increase product sales. ( ) Click to check 14 best 404 error page design for inspiration The change of the expression icons in this Search Box design is really creative and eye-catching. It is also a nice shot that gets users to like this design quickly. The welcome words in this Login page are really sweet and are very effective at helping retain users. Details can also make a website/app outstanding and successful. Pay attention to every detail of your interfaces and make your design full of emotions. Hopefully, all these emotional design principles and examples will be useful for you. Emotional design tips/notes in a web/app When you try to spice up your interface with emotions, remember these design tips to avoid unwanted troubles: 1. Never be too emotional Generally speaking, all your emotional designs intend to stir the emotions of users and let them stay on the website/app for a longer time. But, that does not mean you can freely vent your emotions and feelings there. The more emotional elements you add, the higher the risks you may encounter or cause dissatisfaction among users. Never be too emotional in your UI design. Adding proper quotes (from a well-known person) is a powerful way to evoke the emotions of users effectively. However, too many quotes may cause opposite results and make things worse. 2. Emotional design of your web/app does not work forever Things change constantly. The symbols (such as the commonly-used words, pictures, icons, objects and more) which evoke emotion are also changing. So, designers must realize that the emotional design of their web/app design will not work forever and must be updated in a timely manner. 3. Never forget the basic functions and features The basic features and functions are the most important part of a web/app design. Whether a user stays or directly leaves your web/app eventually is decided upon whether it offers them practical contents and functionality that meet their needs. So, never forget the basic functions and features no matter which type of designs you are trying to make, such as the emotional design (analyzed in this article), the or design styles (discussed in the previous articles). visual hierarchy design 4. Pay attention to the design scenarios In your emotional interface designs, you are also supposed to pay attention to the design scenarios. For example, humor can grasp users’ attention quickly and bring people a more pleasurable experience. However, humor cannot be used in all design scenarios. Warp up Nowadays, UI design not only depends on the functionality, usability and reliability of a web/app. The emotional design of a web/app also must be considered. Do not underestimate the power of emotional design. Try adding emotions into your interface designs for a better UI and UX. Hopefully, all these emotional design principles and examples can be useful enough for you to create an amazing and enjoyable web/app.

Best Emotional Design Principles to Create Attractive and Enjoyable UI

Buckle up, folks, because it looks like the web’s latest scandal is about to get your blood boiling. If you’ve been getting more spam than usual lately, it might just be time to thank the shady operators at Soft2Share.com. The operator of the website has been caught red-handed in an outrageous spam scheme attempting to sell unauthorized email lists. Hold on to your keyboards—things are about to get ugly. In what can only be described as a brazen attempt to cash in on email lists, Soft2Share.com has been caught spamming thousands of unsuspecting websites. And how did they do it? By using their own domain email address and Gmail accounts. Let’s dive into the details. Soft2Share.com was caught red-handed attempting to peddle email lists that contain hundreds, if not thousands, of email addresses. And who are these unfortunate email list victims? Private website owners, bloggers, news publications—you name it. If you’ve got an email address and a website, chances are, Soft2Share.com had you on its hit list. Spam Email Subject Line - 10 Million B2B Email Leads From contact@soft2share.com | Clarissa Turner Hi there, I hope you're having a great day. I am a digital marketer and work at Brand Visibility. Just Wondering, are you interested in buying 10 Million verified B2B email leads from the Apollo, Lusha, Cognism, Uplead, Linkedin and ZoomInfo databases?Features: EMEA, NAM, and APAC coverage, validated emails, high accuracy and GDPR compliance. Selling Price: $150 Let me know if you are interested.Regards. - The spammer. One user reported receiving the unsolicited email 17 times (After requesting to stop each time) - After the 17th a response was provided to the stop request - “We use AI for email marketing” - “We:”??? - What a joke! It’s just a freelancer spammer with no shame! Now, you might be wondering why this is such a big deal. After all, spam has been around forever, right? True, but this isn’t just your run-of-the-mill junk email. This is a calculated, aggressive scheme to exploit the personal information of countless individuals and organizations for profit. And it’s not just about annoying emails; it's about privacy violations and a blatant disregard for digital ethics. For bloggers and journalists who rely on email to connect with their audiences, this isn’t just a nuisance—it’s a potential threat to their livelihood. And for private website owners, it’s a breach of security that could open the door to further harassment. What makes this situation even worse is the fact that Soft2Share.com didn’t stop at their own domain. Oh no, they took it a step further by utilizing Gmail accounts to extend their reach. It’s as if they wanted to make sure no inbox was left untouched by their spammy grasp. And let’s not forget the larger implications. When spam emails proliferate, they don’t just annoy—they can lead to serious security risks, including phishing attempts and malware distribution. By selling these lists, Soft2Share.com isn’t just playing with fire; they’re throwing gasoline on it. So, what’s the takeaway from all this? First off, be vigilant. If you’re receiving an uptick in spam, especially if it seems oddly specific or targeted, your email might have ended up on one of these dubious lists. Secondly, it’s time we call out and hold accountable those who profit from our personal data and email addresses. Soft2Share.com may have thought it is operating under the radar, but its actions have lit up the digital world like a neon sign. Hold onto your inboxes, folks, because the Soft2Share.com spam scandal has taken a turn for the absurd. As if flooding inboxes with unwanted emails wasn’t bad enough, it seems the spammer behind Soft2Share.com has now perfected the art of ignoring pleas to stop. Picture this: you've been relentlessly bombarded with spam from Soft2Share.com, and your inbox is overflowing with offers to buy email lists that include thousands of addresses. Frustrated and fed up, you decide to fight back by firing off a polite but firm request to stop the spamming. But what happens? Silence. Crickets. Your emails are swallowed by the void, and the spam continues to pour in, unabated. But wait, there’s more! One particularly fed-up recipient decided to up the ante. They threatened to report Soft2Share.com to the hosting provider, the CAN-SPAM Act administrator, and various spam reporting databases. Surely, such a threat would get a reaction, right? Well, you’d think so. Instead of a professional or even halfway serious response, this beleaguered spam victim received a reply that can only be described as laughably inadequate. The spammer claimed to be from a “large firm”—argued that her actions were perfectly “fine and ethical marketing.” Seriously? This is the spin we’re getting? The response continued in a bewildering fashion, asserting that there was absolutely no need for opt-in permissions or agreements—because who needs pesky legalities when you're making a quick buck off spam, right? And just when you thought it couldn’t get any more absurd, the spammer threw in a veiled threat of legal action. As if any self-respecting legal team would back a freelancing spammer trying to make a few dollars from dodgy email lists. So, let’s dissect this debacle. The so-called “large firm” is actually just a freelancer with questionable ethics and a severely misguided understanding of marketing practices. The email lists being peddled are clearly harvested and then distributed without consent, and the defenses being offered are as flimsy as wet tissue paper. It’s comical and infuriating all at once. On the one hand, we have a spammer who thinks they can just sweep aside legal obligations and ethical standards with a dismissive wave. On the other, we have an industry that’s clearly in need of stricter regulations and more robust enforcement to tackle these digital parasites. Ladies and gentlemen, if you’re looking for a poster child for the digital parasites dragging our online world into the muck, look no further than Soft2Share.com. This slimy operation is a textbook case of everything that’s wrong with the darker corners of the internet. Their modus operandi? Selling email lists stuffed with thousands of addresses so they can spam even more unsuspecting victims. The audacity of these spammers knows no bounds. Despite repeated cease-and-desist requests from frustrated recipients, Soft2Share.com continues to ignore pleas for sanity. Instead of addressing their unethical behavior, they’ve opted to brush off complaints with laughable justifications. So, next time you encounter spam, remember that it’s not just a nuisance—it’s a symptom of a much larger problem. And let’s be clear: operators like Soft2Share.com are at the heart of this problem. They’re the parasites feeding off the health of our digital world, and it’s up to all of us to push back. Note - None of the email addresses contained in the email lists attempting to be sold via spam emails authorized the list provider from soft2share to be mounted in the documents. The contacts in the lists were scraped while the spammer states they are GDPR compliant. Buckle up, folks, because it looks like the web’s latest scandal is about to get your blood boiling. If you’ve been getting more spam than usual lately, it might just be time to thank the shady operators at Soft2Share.com. The operator of the website has been caught red-handed in an outrageous spam scheme attempting to sell unauthorized email lists. Hold on to your keyboards—things are about to get ugly. spam scheme In what can only be described as a brazen attempt to cash in on email lists, Soft2Share.com has been caught spamming thousands of unsuspecting websites. And how did they do it? By using their own domain email address and Gmail accounts. Let’s dive into the details. Soft2Share.com was caught red-handed attempting to peddle email lists that contain hundreds, if not thousands, of email addresses. And who are these unfortunate email list victims? Private website owners, bloggers, news publications—you name it. If you’ve got an email address and a website, chances are, Soft2Share.com had you on its hit list. Spam Email Subject Line - 10 Million B2B Email Leads From contact@soft2share.com | Clarissa Turner Hi there, I hope you're having a great day. I am a digital marketer and work at Brand Visibility. Just Wondering, are you interested in buying 10 Million verified B2B email leads from the Apollo, Lusha, Cognism, Uplead, Linkedin and ZoomInfo databases? Features : EMEA, NAM, and APAC coverage, validated emails, high accuracy and GDPR compliance. Features Selling Price: $150 Let me know if you are interested. Regards. - The spammer. One user reported receiving the unsolicited email 17 times (After requesting to stop each time) - After the 17th a response was provided to the stop request - “We use AI for email marketing” - “We:”??? - What a joke! It’s just a freelancer spammer with no shame! Now, you might be wondering why this is such a big deal. After all, spam has been around forever, right? True, but this isn’t just your run-of-the-mill junk email. This is a calculated, aggressive scheme to exploit the personal information of countless individuals and organizations for profit. And it’s not just about annoying emails; it's about privacy violations and a blatant disregard for digital ethics. For bloggers and journalists who rely on email to connect with their audiences, this isn’t just a nuisance—it’s a potential threat to their livelihood. And for private website owners, it’s a breach of security that could open the door to further harassment. What makes this situation even worse is the fact that Soft2Share.com didn’t stop at their own domain. Oh no, they took it a step further by utilizing Gmail accounts to extend their reach. It’s as if they wanted to make sure no inbox was left untouched by their spammy grasp. And let’s not forget the larger implications. When spam emails proliferate, they don’t just annoy—they can lead to serious security risks, including phishing attempts and malware distribution. By selling these lists, Soft2Share.com isn’t just playing with fire; they’re throwing gasoline on it. So, what’s the takeaway from all this? First off, be vigilant. If you’re receiving an uptick in spam, especially if it seems oddly specific or targeted, your email might have ended up on one of these dubious lists. Secondly, it’s time we call out and hold accountable those who profit from our personal data and email addresses. Soft2Share.com may have thought it is operating under the radar, but its actions have lit up the digital world like a neon sign. Hold onto your inboxes, folks, because the Soft2Share.com spam scandal has taken a turn for the absurd. As if flooding inboxes with unwanted emails wasn’t bad enough, it seems the spammer behind Soft2Share.com has now perfected the art of ignoring pleas to stop. Picture this: you've been relentlessly bombarded with spam from Soft2Share.com, and your inbox is overflowing with offers to buy email lists that include thousands of addresses. Frustrated and fed up, you decide to fight back by firing off a polite but firm request to stop the spamming. But what happens? Silence. Crickets. Your emails are swallowed by the void, and the spam continues to pour in, unabated. But wait, there’s more! One particularly fed-up recipient decided to up the ante. They threatened to report Soft2Share.com to the hosting provider, the CAN-SPAM Act administrator, and various spam reporting databases. Surely, such a threat would get a reaction, right? Well, you’d think so. Instead of a professional or even halfway serious response, this beleaguered spam victim received a reply that can only be described as laughably inadequate. The spammer claimed to be from a “large firm”—argued that her actions were perfectly “fine and ethical marketing.” Seriously? This is the spin we’re getting? The response continued in a bewildering fashion, asserting that there was absolutely no need for opt-in permissions or agreements—because who needs pesky legalities when you're making a quick buck off spam, right? And just when you thought it couldn’t get any more absurd, the spammer threw in a veiled threat of legal action. As if any self-respecting legal team would back a freelancing spammer trying to make a few dollars from dodgy email lists. So, let’s dissect this debacle. The so-called “large firm” is actually just a freelancer with questionable ethics and a severely misguided understanding of marketing practices. The email lists being peddled are clearly harvested and then distributed without consent, and the defenses being offered are as flimsy as wet tissue paper. It’s comical and infuriating all at once. On the one hand, we have a spammer who thinks they can just sweep aside legal obligations and ethical standards with a dismissive wave. On the other, we have an industry that’s clearly in need of stricter regulations and more robust enforcement to tackle these digital parasites. Ladies and gentlemen, if you’re looking for a poster child for the digital parasites dragging our online world into the muck, look no further than Soft2Share.com. This slimy operation is a textbook case of everything that’s wrong with the darker corners of the internet. Their modus operandi? Selling email lists stuffed with thousands of addresses so they can spam even more unsuspecting victims. The audacity of these spammers knows no bounds. Despite repeated cease-and-desist requests from frustrated recipients, Soft2Share.com continues to ignore pleas for sanity. Instead of addressing their unethical behavior, they’ve opted to brush off complaints with laughable justifications. So, next time you encounter spam, remember that it’s not just a nuisance—it’s a symptom of a much larger problem. And let’s be clear: operators like Soft2Share.com are at the heart of this problem. They’re the parasites feeding off the health of our digital world, and it’s up to all of us to push back. Note - None of the email addresses contained in the email lists attempting to be sold via spam emails authorized the list provider from soft2share to be mounted in the documents. The contacts in the lists were scraped while the spammer states they are GDPR compliant.

Soft2Share.com Caught Red-Handed In Large Spam Scheme

Beyond the Screen: How Modern Technology Is Redefining Our Relationships and Love

The internet is a rowdy place. Here, online abuse is a regular feature, fraud and misinformation vie for space, and any invention in the world shows up to wedge into the differences of humanity. Gender-based abuse and bias shows up regularly. They stem from the sleazier side of technology. Yet, human beings keep coming to the internet for more. Like the red and the blue pill in The Matrix, the choices humanity is left with are to become ignorant and happy or all-knowing and desolate. Even when the internet helps us, we have social media preying on our need for constant communication, gratification, appreciation. Any information that titillates us wins. Already, Facebook and Instagram are in trouble because of election disinformation in the European Parliament elections in June, where the European Commission opened an investigation into suspected breaches of EU online content rules. Consequently, Facebook owner Meta has set up a team to tackle disinformation and abuse of GenAI in the elections. OGBV, the Old Online Predator Gender-based abuse has been rampant on the internet, possibly because of the culture it panders to. Currently, Miss AI competitions are already hitting it high. Yes, create AI women based on the latest beauty standards and judge them. Reap awards to the tune of US$20,000. Meanwhile, Open AI’s GPT store has been flooded with AI girlfriend bots. For decades, the problem of Online Gender Based Violence (OGBV) has been making the internet unsafe for many women. A recent study (based on an analysis of 94 court cases) on online gender-based violence in India reveals that Indian courts tend to treat cases of online violence towards women as less severe than physical violence due to the misconception that online space is less real or tangible than the physical world. Despite the internet being hailed as a great equalizer, its pledge of providing a free and open space falters when women encounter hate speech online. Regrettably, many find themselves without the understanding to articulate such acts of violence or seek redress
Radhika Jhalani, Legal Counsel at Delhi-based legal not-for-profit organization SFLC.innone Radhika Jhalani, Legal Counsel at Delhi-based legal not-for-profit organization SFLC.in said, “Online Gender-Based Violence emerges as a formidable threat, casting a dark shadow on the active participation of women and marginalized communities in the digital realm. Despite the internet being hailed as a great equalizer, its pledge of providing a free and open space falters when women encounter hate speech online. Regrettably, many find themselves without the understanding to articulate such acts of violence or seek redress.” SFLC.in tied up with UNESCO to launch a guide on dealing with Online Gender Based Violence (OGBV). The guide, titled ‘How To Defend Your Online Spaces Against Online Gender-Based Violence’, helps identify the various types of online abuse that take place and takes the user through possible recourses available to them to combat this form of violence. The guide is available in English, Hindi, Marathi, and Malayalam. The educational guide from SFLC.in and UNESCO is designed to help users understand what constitutes OGBV, help them identify it, and take a user through possible recourses. The guide covers offenses of online sexual harassment, cyberflashing, cyberstalking, non-consensual dissemination of private and intimate photos or videos, doxing, morphing (including deepfakes), voyeurism, online sextortion or sexploitation, hate speech, identity theft and offenses targeting minors. Unsafe Online Ads Even as Instagram is looking to put unmovable ads, i.e. ads you cannot skip, the Annual Complaints Report published in May by the Advertising Standards Council of India (ASCI) says digital ads accounted for 85% of ads processed, and had a lower compliance rate of 75%, compared to 97% for print and TV. This raises serious questions about the online safety of consumers, as was highlighted last year as well. 94% of the ads that were processed were picked up suo moto by ASCI. 49% of the advertisements picked up by ASCI were not contested by the advertisers. A total of 98% of cases eventually required modification as they violated the ASCI Code. Also, this year, healthcare emerged as the most violative sector, contributing to 19% of cases, followed by illegal offshore betting (17%), personal care (13%), conventional education (12%), food and beverage (10%), and realty (7%). Baby care emerged as a new contender in the top violators category, with influencer promotions contributing to 81% of baby care cases. Out of the 1,575 advertisements processed in the healthcare sector, 1249 violated the Drugs and Magic Remedies Act, 1954, and were reported to the sector regulator. 86% of the healthcare ads appeared on digital platforms. 1311 advertisements for illegal betting were sent to the appropriate authorities for further action. Of the 1064 ads that ASCI examined in personal care, 95% of them appeared online, with more than half (55%) being influencer non-disclosure cases. With the highest number of violative ads seen online, advertisers and platforms must work more closely with regulators and self-regulators to keep consumers protected
Manisha Kapoor, CEO & Secretary General of ASCInone Manisha Kapoor, CEO & Secretary General of ASCI, said, “With the highest number of violative ads seen online, advertisers and platforms must work more closely with regulators and self-regulators to keep consumers protected.” Data Leaks with Online Dating Dating apps are the most vulnerable when it comes to user data protection. Recently, gay dating app Grindr has been facing a mass data protection lawsuit in London from hundreds of its users whose private information, which included HIV status, was allegedly shared with third parties without consent. It’s incidents like these that prompt these dating sites to take extra precautions. In February, Tinder introduced more identity checks for UK users, which involve a passport or a driving license to be checked against a video selfie. Those who sign up for the scheme voluntarily get an icon on their profile, which certifies the authenticity of their age and likeness. But Can We Escape the Internet? Already one in four children today has a smartphone. Group chats on WhatsApp and other social media apps are ruling our days. On TikTok and Instagram, people are sharing their experiences of taking care of relatives who have reached their final years. New apps are being created to take care of our loneliness, like Los Angeles-based Buffet, which behaves like Tinder by matching people up and suggesting a place to meet like OpenTable. This addiction to the internet and social media cannot be good for us. Yet, that’s what’s in store for the future generation. According to research, as social media platforms contribute to teenage cancel culture, they can disrupt vital conditions needed to flourish as a developing social being. Negligent usage of technology and social media, which is increasing among younger users is resulting in risky behavior. These kinds of behaviors range from anxiety to cyberbullying, device addiction, problems with self-perceptions of one’s own body, and depression, among others. Some people are exasperated by this. They are even turning away from smartphones opting for dumber phones. There is a growing trend for lower-tech devices, with a minority of people swapping their smartphones for “dumb phones”. Smart but depressed or dumb but happy, like the red and the blue pill in The Matrix, these are the choices humanity is left with. Navanwita Bora Sachdev, Editor, The Tech Panda The internet is a rowdy place. Here, online abuse is a regular feature, fraud and misinformation vie for space, and any invention in the world shows up to wedge into the differences of humanity. Gender-based abuse and bias shows up regularly. They stem from the sleazier side of technology. Yet, human beings keep coming to the internet for more. Like the red and the blue pill in The Matrix , the choices humanity is left with are to become ignorant and happy or all-knowing and desolate. The Matrix Even when the internet helps us, we have social media preying on our need for constant communication, gratification, appreciation. Any information that titillates us wins. Already, Facebook and Instagram are in trouble because of election disinformation in the European Parliament elections in June, where the European Commission opened an investigation into suspected breaches of EU online content rules. Consequently, Facebook owner Meta has set up a team to tackle disinformation and abuse of GenAI in the elections. Facebook Instagram European Commission Meta a team to tackle disinformation OGBV, the Old Online Predator OGBV, the Old Online Predator Gender-based abuse has been rampant on the internet, possibly because of the culture it panders to. Currently, Miss AI competitions are already hitting it high. Yes, create AI women based on the latest beauty standards and judge them. Reap awards to the tune of US$20,000. Meanwhile, Open AI’s GPT store has been flooded with AI girlfriend bots. Miss AI competitions Open AI’s GPT store has been flooded For decades, the problem of Online Gender Based Violence (OGBV) has been making the internet unsafe for many women. A recent study (based on an analysis of 94 court cases) on online gender-based violence in India reveals that Indian courts tend to treat cases of online violence towards women as less severe than physical violence due to the misconception that online space is less real or tangible than the physical world. recent study Despite the internet being hailed as a great equalizer, its pledge of providing a free and open space falters when women encounter hate speech online. Regrettably, many find themselves without the understanding to articulate such acts of violence or seek redress Radhika Jhalani, Legal Counsel at Delhi-based legal not-for-profit organization SFLC.innone Despite the internet being hailed as a great equalizer, its pledge of providing a free and open space falters when women encounter hate speech online. Regrettably, many find themselves without the understanding to articulate such acts of violence or seek redress Despite the internet being hailed as a great equalizer, its pledge of providing a free and open space falters when women encounter hate speech online. Regrettably, many find themselves without the understanding to articulate such acts of violence or seek redress Despite the internet being hailed as a great equalizer, its pledge of providing a free and open space falters when women encounter hate speech online. Regrettably, many find themselves without the understanding to articulate such acts of violence or seek redress Radhika Jhalani, Legal Counsel at Delhi-based legal not-for-profit organization SFLC.in none Radhika Jhalani, Legal Counsel at Delhi-based legal not-for-profit organization SFLC.in Radhika Jhalani, Legal Counsel at Delhi-based legal not-for-profit organization SFLC.in said, “Online Gender-Based Violence emerges as a formidable threat, casting a dark shadow on the active participation of women and marginalized communities in the digital realm. Despite the internet being hailed as a great equalizer, its pledge of providing a free and open space falters when women encounter hate speech online. Regrettably, many find themselves without the understanding to articulate such acts of violence or seek redress.” SFLC.in SFLC.in tied up with UNESCO to launch a guide on dealing with Online Gender Based Violence (OGBV). The guide, titled ‘How To Defend Your Online Spaces Against Online Gender-Based Violence’ , helps identify the various types of online abuse that take place and takes the user through possible recourses available to them to combat this form of violence. The guide is available in English, Hindi, Marathi, and Malayalam. UNESCO ‘How To Defend Your Online Spaces Against Online Gender-Based Violence’ The educational guide from SFLC.in and UNESCO is designed to help users understand what constitutes OGBV, help them identify it, and take a user through possible recourses. The guide covers offenses of online sexual harassment, cyberflashing, cyberstalking, non-consensual dissemination of private and intimate photos or videos, doxing, morphing (including deepfakes), voyeurism, online sextortion or sexploitation, hate speech, identity theft and offenses targeting minors. Unsafe Online Ads Unsafe Online Ads Even as Instagram is looking to put unmovable ads , i.e. ads you cannot skip, the Annual Complaints Report published in May by the Advertising Standards Council of India (ASCI) says digital ads accounted for 85% of ads processed, and had a lower compliance rate of 75%, compared to 97% for print and TV. unmovable ads Annual Complaints Report Advertising Standards Council of India This raises serious questions about the online safety of consumers, as was highlighted last year as well. 94% of the ads that were processed were picked up suo moto by ASCI. 49% of the advertisements picked up by ASCI were not contested by the advertisers. A total of 98% of cases eventually required modification as they violated the ASCI Code. Also, this year, healthcare emerged as the most violative sector, contributing to 19% of cases, followed by illegal offshore betting (17%), personal care (13%), conventional education (12%), food and beverage (10%), and realty (7%). Baby care emerged as a new contender in the top violators category, with influencer promotions contributing to 81% of baby care cases. Out of the 1,575 advertisements processed in the healthcare sector, 1249 violated the Drugs and Magic Remedies Act, 1954, and were reported to the sector regulator. 86% of the healthcare ads appeared on digital platforms. 1311 advertisements for illegal betting were sent to the appropriate authorities for further action. Of the 1064 ads that ASCI examined in personal care, 95% of them appeared online, with more than half (55%) being influencer non-disclosure cases. With the highest number of violative ads seen online, advertisers and platforms must work more closely with regulators and self-regulators to keep consumers protected Manisha Kapoor, CEO & Secretary General of ASCInone With the highest number of violative ads seen online, advertisers and platforms must work more closely with regulators and self-regulators to keep consumers protected With the highest number of violative ads seen online, advertisers and platforms must work more closely with regulators and self-regulators to keep consumers protected With the highest number of violative ads seen online, advertisers and platforms must work more closely with regulators and self-regulators to keep consumers protected Manisha Kapoor, CEO & Secretary General of ASCI none Manisha Kapoor, CEO & Secretary General of ASCI Manisha Kapoor, CEO & Secretary General of ASCI, said, “With the highest number of violative ads seen online, advertisers and platforms must work more closely with regulators and self-regulators to keep consumers protected.” Data Leaks with Online Dating Data Leaks with Online Dating Dating apps are the most vulnerable when it comes to user data protection. Recently, gay dating app Grindr has been facing a mass data protection lawsuit in London from hundreds of its users whose private information, which included HIV status, was allegedly shared with third parties without consent. Grindr has been facing a mass data protection lawsuit It’s incidents like these that prompt these dating sites to take extra precautions. In February, Tinder introduced more identity checks for UK users, which involve a passport or a driving license to be checked against a video selfie. Those who sign up for the scheme voluntarily get an icon on their profile, which certifies the authenticity of their age and likeness. Tinder introduced But Can We Escape the Internet? But Can We Escape the Internet? Already one in four children today has a smartphone . Group chats on WhatsApp and other social media apps are ruling our days. On TikTok and Instagram, people are sharing their experiences of taking care of relatives who have reached their final years. New apps are being created to take care of our loneliness, like Los Angeles-based Buffet , which behaves like Tinder by matching people up and suggesting a place to meet like OpenTable. smartphone WhatsApp are ruling TikTok Buffet This addiction to the internet and social media cannot be good for us. Yet, that’s what’s in store for the future generation. According to research , as social media platforms contribute to teenage cancel culture, they can disrupt vital conditions needed to flourish as a developing social being. Negligent usage of technology and social media , which is increasing among younger users is resulting in risky behavior. These kinds of behaviors range from anxiety to cyberbullying, device addiction, problems with self-perceptions of one’s own body, and depression, among others. research Negligent usage of technology and social media Some people are exasperated by this. They are even turning away from smartphones opting for dumber phones. There is a growing trend for lower-tech devices, with a minority of people swapping their smartphones for “dumb phones”. turning away from smartphones trend minority Smart but depressed or dumb but happy, like the red and the blue pill in The Matrix , these are the choices humanity is left with. The Matrix Navanwita Bora Sachdev, Editor, The Tech Panda Navanwita Bora Sachdev, Editor, The Tech Panda Navanwita Bora Sachdev, Editor, The Tech Panda

Smart but Depressed or Dumb but Happy: The Internet’s Red Pill-Blue Pill Dilemma

স্মার্ট কিন্তু হতাশাগ্রস্ত বা বোবা কিন্তু সুখী: ইন্টারনেটের রেড পিল-ব্লু পিল ডিলেমা

Klug, aber deprimiert oder dumm, aber glücklich: Das Dilemma der roten und blauen Pille im Internet

Inteligente pero deprimido o tonto pero feliz: el dilema de la píldora roja y la píldora azul de Internet

Intelligent mais déprimé ou stupide mais heureux : le dilemme pilule rouge-pilule bleue sur Internet

होशियार लेकिन उदास या मूर्ख लेकिन खुश: इंटरनेट की लाल गोली-नीली गोली की दुविधा

頭はいいが落ち込んでいる、あるいは頭は悪いが幸せ：インターネットの赤い錠剤と青い錠剤のジレンマ

똑똑하지만 우울하거나 멍청하지만 행복한: 인터넷의 빨간약-파란약 딜레마

Inteligente, mas deprimido ou burro, mas feliz: o dilema da pílula vermelha e da pílula azul da Internet

Умный, но депрессивный или тупой, но счастливый: дилемма Интернета: красная таблетка и синяя таблетка

Akıllı ama Depresif ya da Aptal ama Mutlu: İnternetin Kırmızı Hap-Mavi Hap İkilemi

Thông minh nhưng chán nản hay ngu ngốc nhưng hạnh phúc: Thế lưỡng nan của viên thuốc đỏ-viên thuốc xanh trên Internet

聪明却抑郁，愚笨却快乐：互联网的红色药丸和蓝色药丸之争

Today, we sit down with Michael to unravel the story behind 0G Labs, a company that's not just participating in the Web3 revolution but actively shaping its future. With groundbreaking solutions that promise to deliver unprecedented speed, scalability, and cost-effectiveness, 0G Labs is positioning itself at the forefront of the next generation of blockchain technology. In this exclusive interview, we'll explore the technical innovations that allow 0G to achieve mind-boggling throughputs of 50 GB/second, dive into the architectural decisions that make their solution 100 times more cost-effective than alternatives, and uncover Heinrich's vision for enabling advanced use cases like on-chain AI and high-frequency DeFi. Ishan Pandey: Hello Michael, welcome to our 'Behind the Startup' series. You've had a successful journey with garten, your previous venture in corporate wellbeing. What inspired you to transition from that space to creating 0G Labs, and how does your experience as a founder inform your approach to Web3 and blockchain technology? Michael Heinrich: Thank you for having me. My journey with Garten taught me the importance of resilience and adaptability, especially during the pandemic. Transitioning to 0G Labs was driven by my passion for cutting-edge technology and a realization of the critical needs in Web3’s growing data and AI infrastructure. By collaborating with other bright minds, such as our CTO Ming Wu, we identified the opportunity to address existing gaps. With 0G Labs, we're aiming to make high-performance on-chain needs such as AI a reality. Ishan Pandey: 0G Labs is positioning itself as a leading Web3 infrastructure provider, focusing on modular AI blockchain solutions. Can you explain the core concept behind 0G's data availability system and how it addresses the scalability and security trade-offs in blockchain systems? Michael Heinrich: 0G Labs' core concept revolves around our novel data availability system, designed to address the scalability and security challenges in blockchain technology. Data availability ensures that data is accessible and verifiable by network participants, which is important for a wide range of use cases in Web3. For example, Layer 2 blockchains like Arbitrum handle transactions off-chain and then publish that to Ethereum, where data must be proven as available. And yet, traditional data availability solutions have limitations in terms of throughput and performance and are inadequate for high-performance applications such as on-chain AI. Our approach with 0G DA involves an architecture comprising of 0G Storage, where data is stored, as well as 0G Consensus which confirms as being “available”. A random group of nodes is then selected from 0G Storage and comes to consensus on data being available. To avoid issues in scaling, we can add infinitely more consensus networks, all managed by a shared set of validators through a process called shared staking. This allows us to handle vast amounts of data with high performance and low cost, enabling advanced use cases like on-chain AI, high-frequency DeFi, and more. Ishan Pandey: 0G claims to achieve throughputs of 50 GB/second, which is significantly faster than competitors. Can you dive into the technical details of how your platform achieves this speed, particularly in the context of decentralized nodes scaling issue? Michael Heinrich: One aspect of our architecture that makes us exceptionally fast is that 0G Storage and 0G Consensus are connected through what’s known as our Data Publishing Lane. This is where, as mentioned, groups of storage nodes are asked to come to consensus on data being available. This means they are part of the same system, which speeds things up, but additionally, we partition data into small data chunks and have many different consensus networks all working in parallel. In aggregate, these make 0G the fastest out there by far. Ishan Pandey: Your platform aims to be 100x more cost-effective than alternatives. How does 0G's unique architecture, separating data storage and publishing, contribute to this cost efficiency while maintaining high performance? Michael Heinrich: 0G's architecture significantly enhances cost efficiency by separating data storage and publishing into two distinct lanes: the Data Storage Lane and the Data Publishing Lane. The Data Storage Lane handles large data transfers, while the Data Publishing Lane focuses on verifying data availability. This separation minimizes the workload on each component, reducing the need for extensive resources and allowing for scalable, parallel processing. By employing shared staking and partitioning data into smaller chunks, we achieve high performance and throughput without the cost overhead typical of traditional solutions. This architecture allows us to deliver a platform that is both cost-effective and capable of supporting high-performance applications like on-chain AI and high-frequency DeFi. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR. Today, we sit down with Michael to unravel the story behind 0G Labs , a company that's not just participating in the Web3 revolution but actively shaping its future. With groundbreaking solutions that promise to deliver unprecedented speed, scalability, and cost-effectiveness, 0G Labs is positioning itself at the forefront of the next generation of blockchain technology. 0G Labs In this exclusive interview, we'll explore the technical innovations that allow 0G to achieve mind-boggling throughputs of 50 GB/second, dive into the architectural decisions that make their solution 100 times more cost-effective than alternatives, and uncover Heinrich's vision for enabling advanced use cases like on-chain AI and high-frequency DeFi. Ishan Pandey: Hello Michael, welcome to our 'Behind the Startup' series. You've had a successful journey with garten, your previous venture in corporate wellbeing. What inspired you to transition from that space to creating 0G Labs, and how does your experience as a founder inform your approach to Web3 and blockchain technology? Ishan Pandey: Hello Michael, welcome to our 'Behind the Startup' series. You've had a successful journey with garten, your previous venture in corporate wellbeing. What inspired you to transition from that space to creating 0G Labs, and how does your experience as a founder inform your approach to Web3 and blockchain technology? Ishan Pandey: Hello Michael, welcome to our 'Behind the Startup' series. You've had a successful journey with garten, your previous venture in corporate wellbeing. What inspired you to transition from that space to creating 0G Labs, and how does your experience as a founder inform your approach to Web3 and blockchain technology? Michael Heinrich : Thank you for having me. My journey with Garten taught me the importance of resilience and adaptability, especially during the pandemic. Transitioning to 0G Labs was driven by my passion for cutting-edge technology and a realization of the critical needs in Web3’s growing data and AI infrastructure. By collaborating with other bright minds, such as our CTO Ming Wu, we identified the opportunity to address existing gaps. With 0G Labs, we're aiming to make high-performance on-chain needs such as AI a reality. Michael Heinrich Ishan Pandey: 0G Labs is positioning itself as a leading Web3 infrastructure provider, focusing on modular AI blockchain solutions. Can you explain the core concept behind 0G's data availability system and how it addresses the scalability and security trade-offs in blockchain systems? Ishan Pandey: 0G Labs is positioning itself as a leading Web3 infrastructure provider, focusing on modular AI blockchain solutions. Can you explain the core concept behind 0G's data availability system and how it addresses the scalability and security trade-offs in blockchain systems? Ishan Pandey: 0G Labs is positioning itself as a leading Web3 infrastructure provider, focusing on modular AI blockchain solutions. Can you explain the core concept behind 0G's data availability system and how it addresses the scalability and security trade-offs in blockchain systems? Michael Heinrich: 0G Labs' core concept revolves around our novel data availability system, designed to address the scalability and security challenges in blockchain technology. Data availability ensures that data is accessible and verifiable by network participants, which is important for a wide range of use cases in Web3. For example, Layer 2 blockchains like Arbitrum handle transactions off-chain and then publish that to Ethereum, where data must be proven as available. And yet, traditional data availability solutions have limitations in terms of throughput and performance and are inadequate for high-performance applications such as on-chain AI. Michael Heinrich: Our approach with 0G DA involves an architecture comprising of 0G Storage, where data is stored, as well as 0G Consensus which confirms as being “available”. A random group of nodes is then selected from 0G Storage and comes to consensus on data being available. To avoid issues in scaling, we can add infinitely more consensus networks, all managed by a shared set of validators through a process called shared staking. This allows us to handle vast amounts of data with high performance and low cost, enabling advanced use cases like on-chain AI, high-frequency DeFi, and more. Ishan Pandey: 0G claims to achieve throughputs of 50 GB/second, which is significantly faster than competitors. Can you dive into the technical details of how your platform achieves this speed, particularly in the context of decentralized nodes scaling issue? Ishan Pandey: 0G claims to achieve throughputs of 50 GB/second, which is significantly faster than competitors. Can you dive into the technical details of how your platform achieves this speed, particularly in the context of decentralized nodes scaling issue? Ishan Pandey: 0G claims to achieve throughputs of 50 GB/second, which is significantly faster than competitors. Can you dive into the technical details of how your platform achieves this speed, particularly in the context of decentralized nodes scaling issue? Michael Heinrich: One aspect of our architecture that makes us exceptionally fast is that 0G Storage and 0G Consensus are connected through what’s known as our Data Publishing Lane. This is where, as mentioned, groups of storage nodes are asked to come to consensus on data being available. This means they are part of the same system, which speeds things up, but additionally, we partition data into small data chunks and have many different consensus networks all working in parallel. In aggregate, these make 0G the fastest out there by far. Michael Heinrich: Ishan Pandey: Your platform aims to be 100x more cost-effective than alternatives. How does 0G's unique architecture, separating data storage and publishing, contribute to this cost efficiency while maintaining high performance? Ishan Pandey: Your platform aims to be 100x more cost-effective than alternatives. How does 0G's unique architecture, separating data storage and publishing, contribute to this cost efficiency while maintaining high performance? Ishan Pandey: Your platform aims to be 100x more cost-effective than alternatives. How does 0G's unique architecture, separating data storage and publishing, contribute to this cost efficiency while maintaining high performance? Michael Heinrich: 0G's architecture significantly enhances cost efficiency by separating data storage and publishing into two distinct lanes: the Data Storage Lane and the Data Publishing Lane. The Data Storage Lane handles large data transfers, while the Data Publishing Lane focuses on verifying data availability. This separation minimizes the workload on each component, reducing the need for extensive resources and allowing for scalable, parallel processing. By employing shared staking and partitioning data into smaller chunks, we achieve high performance and throughput without the cost overhead typical of traditional solutions. This architecture allows us to deliver a platform that is both cost-effective and capable of supporting high-performance applications like on-chain AI and high-frequency DeFi. Michael Heinrich: Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR. Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program . HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR. Vested Interest Disclosure: business blogging program business blogging program

Redefining Data Availability for the Next Generation of Blockchain Applications with 0G Labs

0G ল্যাবগুলির সাথে ব্লকচেইন অ্যাপ্লিকেশনগুলির পরবর্তী প্রজন্মের জন্য ডেটা উপলব্ধতা পুনরায় সংজ্ঞায়িত করা

Neudefinition der Datenverfügbarkeit für die nächste Generation von Blockchain-Anwendungen mit 0G Labs

Redefiniendo la disponibilidad de datos para la próxima generación de aplicaciones Blockchain con 0G Labs

Redéfinir la disponibilité des données pour la prochaine génération d'applications Blockchain avec 0G Labs

0G लैब्स के साथ ब्लॉकचेन अनुप्रयोगों की अगली पीढ़ी के लिए डेटा उपलब्धता को पुनर्परिभाषित करना

0G Labs による次世代ブロックチェーン アプリケーションのデータ可用性の再定義

0G Labs를 통해 차세대 블록체인 애플리케이션을 위한 데이터 가용성 재정의

Redefinindo a disponibilidade de dados para a próxima geração de aplicações Blockchain com 0G Labs

Переосмысление доступности данных для следующего поколения блокчейн-приложений с помощью 0G Labs

0G Laboratuvarları ile Yeni Nesil Blockchain Uygulamaları için Veri Kullanılabilirliğini Yeniden Tanımlamak

Xác định lại tính khả dụng của dữ liệu cho thế hệ ứng dụng Blockchain tiếp theo với Phòng thí nghiệm 0G

利用 0G Labs 重新定义下一代区块链应用的数据可用性

How CKB and RGB++ are Quietly Redefining Crypto Networks

কীভাবে CKB এবং RGB++ শান্তভাবে ক্রিপ্টো নেটওয়ার্কগুলিকে পুনরায় সংজ্ঞায়িত করছে৷

Wie CKB und RGB++ still und leise Krypto-Netzwerke neu definieren

Cómo CKB y RGB++ están redefiniendo silenciosamente las redes criptográficas

Comment CKB et RGB++ redéfinissent silencieusement les réseaux cryptographiques

कैसे CKB और RGB++ चुपचाप क्रिप्टो नेटवर्क को पुनर्परिभाषित कर रहे हैं

CKB と RGB++ が暗号ネットワークを静かに再定義する方法

CKB와 RGB++가 암호화폐 네트워크를 조용히 재정의하는 방법

Como CKB e RGB++ estão redefinindo silenciosamente as redes criptográficas

Как CKB и RGB++ незаметно переосмысливают криптосети

CKB ve RGB++ Kripto Ağlarını Sessizce Nasıl Yeniden Tanımlıyor?

CKB và RGB++ đang âm thầm định nghĩa lại mạng lưới tiền điện tử như thế nào

CKB 和 RGB++ 如何悄然重新定义加密网络

The GDPR framework was introduced in Europe in May 2018 and has since become a global reference for protecting user data and privacy in today’s digital society… In the generative AI era, ChatpGPT, Claude 3, Gemini, and Perplexity AI are major players. Data privacy is crucial, and we need to move from the hype stage to the generative AI privacy focus. While digital tools are valuable, privacy is even more essential in these turbulent times, as hackers continue to discover new ways to exploit vulnerabilities. 1. What Is Generative AI? Generative AI refers to artificial intelligence capable of creating new content, including words, images, music, code, video, art… In this exciting time, people with fewer skills in writing can learn how to write, and those with fewer skills in drawing can generate amazing art. In coding, junior developers can develop their skills with a wealth of knowledge. 2. The GDPR and Data Redaction 2018 was the year the GDPR was enacted in Europe; data is precious it can be in motion, at rest, and in use. One of the primary requirements of the framework is the right to privacy and the secure processing of personal data. Data redaction is paramount in protecting sensitive information for better privacy. Currently, some services allow developers to redact data in every project they are getting involved in. The advantages are**:** Applications can be shipped with privacy in mind. Users will adopt new tools in the generative AI with trust over the hype. Insecurity costs more than security. Once data is redacted with powerful tools, it becomes difficult for black hat hackers to discover sensitive data easily. With the right tools, we can avoid data theft and breaches for better privacy. 3. Why Data Redaction With Generative AI Tools? Generative AI tools have access to a vast amount of knowledge derived from millions to billions of pieces of trained data. However, if security measures are not properly implemented with a secure-by-design approach, these tools can be vulnerable to exploitation. Once integrated into apps, they can potentially be used for data theft. On the other hand, powerful AI tools can also be used to redact sensitive information. Additionally, companies are entering the market to address security issues by offering a set of APIs. With a set of security APIs, we can redact data for better user privacy, and there are advantages to enumerate such as: Efficiency: With automated data redaction, we can reduce the time for manual tasks by gaining more time. Precision: with a myriad of AI-driven tools, they can detect and redact sensitive information. Scalability: Generative AI tools can handle a large amount of data, and once integrated into apps, they can receive thousands of APIs requests daily; it’s an opportunity for several organizations to process large amounts of data. 4. How to Redact Data Using GDPR-DRIVEN Services Data redaction is crucial in today’s society; people desire enhanced privacy, not just a slogan! Companies that prioritize customers invest their efforts in data protection. Here are the steps for data redaction: 1. Identify and Classify Sensitive Data Machine learning plays a valuable role in identifying and classifying sensitive data within large datasets. Technology is incomplete without data! The strength of algorithms lies in their ability to be trained to detect personally identifiable information, such as phone numbers, street addresses, IP addresses, and financial information. 2. Generative AI Model Implementation By automating the redaction process, the models can replace sensitive data with non-sensitive information; it can be used as an alternative when needed. 3. Validate Outputs GDPR is the primary framework for regulating data privacy. The process involves validating redacted data for accuracy to prevent leakage of sensitive information. Continuous monitoring is required. 4. Use GDPR-DRIVEN Services Data privacy should not just be a slogan. With the numerous services available today from various vendors, it's possible to integrate a set of APIs into every project with just a few lines of code. These services can include audit logs, data redaction, encryption, and access control to enhance security. Conclusion Data privacy should not be just a slogan. With the multitude of services available, we can redact data to enhance privacy. In the era of generative AI, there will likely be more attacks from black hat hackers who actively learn and understand user behavior using AI tools. They can exploit vulnerabilities and harm users by using malware, rootkits, and keyloggers to steal data. Using GDPR-compliant services is a great way to ensure that data is redacted and that users are protected from harmful attacks. The GDPR framework was introduced in Europe in May 2018 and has since become a global reference for protecting user data and privacy in today’s digital society… GDPR GDPR In the generative AI era, ChatpGPT, Claude 3, Gemini, and Perplexity AI are major players. Data privacy is crucial, and we need to move from the hype stage to the generative AI privacy focus. While digital tools are valuable, privacy is even more essential in these turbulent times, as hackers continue to discover new ways to exploit vulnerabilities. 1. What Is Generative AI? Generative AI refers to artificial intelligence capable of creating new content, including words, images, music, code, video, art… In this exciting time, people with fewer skills in writing can learn how to write, and those with fewer skills in drawing can generate amazing art. In coding, junior developers can develop their skills with a wealth of knowledge. 2. The GDPR and Data Redaction 2018 was the year the GDPR was enacted in Europe; data is precious it can be in motion, at rest, and in use. One of the primary requirements of the framework is the right to privacy and the secure processing of personal data. Data redaction is paramount in protecting sensitive information for better privacy. Currently, some services allow developers to redact data in every project they are getting involved in. The advantages are**:** Applications can be shipped with privacy in mind. Applications can be shipped with privacy in mind. Users will adopt new tools in the generative AI with trust over the hype. Users will adopt new tools in the generative AI with trust over the hype. Insecurity costs more than security. Once data is redacted with powerful tools, it becomes difficult for black hat hackers to discover sensitive data easily. Insecurity costs more than security. Once data is redacted with powerful tools, it becomes difficult for black hat hackers to discover sensitive data easily. With the right tools, we can avoid data theft and breaches for better privacy. With the right tools, we can avoid data theft and breaches for better privacy. 3. Why Data Redaction With Generative AI Tools? Generative AI tools have access to a vast amount of knowledge derived from millions to billions of pieces of trained data. However, if security measures are not properly implemented with a secure-by-design approach, these tools can be vulnerable to exploitation. Once integrated into apps, they can potentially be used for data theft. On the other hand, powerful AI tools can also be used to redact sensitive information. Additionally, companies are entering the market to address security issues by offering a set of APIs. With a set of security APIs, we can redact data for better user privacy, and there are advantages to enumerate such as: Efficiency: With automated data redaction, we can reduce the time for manual tasks by gaining more time. Efficiency : With automated data redaction, we can reduce the time for manual tasks by gaining more time. Efficiency Precision: with a myriad of AI-driven tools, they can detect and redact sensitive information. Precision : with a myriad of AI-driven tools, they can detect and redact sensitive information. Precision Scalability: Generative AI tools can handle a large amount of data, and once integrated into apps, they can receive thousands of APIs requests daily; it’s an opportunity for several organizations to process large amounts of data. Scalability : Generative AI tools can handle a large amount of data, and once integrated into apps, they can receive thousands of APIs requests daily; it’s an opportunity for several organizations to process large amounts of data. Scalability 4. How to Redact Data Using GDPR-DRIVEN Services Data redaction is crucial in today’s society; people desire enhanced privacy, not just a slogan! Companies that prioritize customers invest their efforts in data protection. Here are the steps for data redaction: 1. Identify and Classify Sensitive Data Identify and Classify Sensitive Data Machine learning plays a valuable role in identifying and classifying sensitive data within large datasets. Technology is incomplete without data! The strength of algorithms lies in their ability to be trained to detect personally identifiable information, such as phone numbers, street addresses, IP addresses, and financial information. 2. Generative AI Model Implementation By automating the redaction process, the models can replace sensitive data with non-sensitive information; it can be used as an alternative when needed. 3. Validate Outputs GDPR is the primary framework for regulating data privacy. The process involves validating redacted data for accuracy to prevent leakage of sensitive information. Continuous monitoring is required. 4. Use GDPR-DRIVEN Services Data privacy should not just be a slogan. With the numerous services available today from various vendors, it's possible to integrate a set of APIs into every project with just a few lines of code. These services can include audit logs, data redaction, encryption, and access control to enhance security. Conclusion Data privacy should not be just a slogan. With the multitude of services available, we can redact data to enhance privacy. In the era of generative AI, there will likely be more attacks from black hat hackers who actively learn and understand user behavior using AI tools. They can exploit vulnerabilities and harm users by using malware, rootkits, and keyloggers to steal data. Using GDPR-compliant services is a great way to ensure that data is redacted and that users are protected from harmful attacks.

Generative AI: How to Redact Data With GDPR Driven Services

As many of you are aware, major public clouds charge quite a bit for network egress these days. On the major cloud computing platforms, you pay $0.09 per GB of traffic exiting AWS, and similar rates with Azure and GCP. This means that hosting videos, images, and more can get really costly when you scale to a lot of users. In a popular post by Cloudflare titled ‘AWS’s egregious egress’, Cloudflare says that the rates do not make sense anymore. When using AWS Cloudfront, make sure to enable compression It’s amazing how YouTube and Twitch offer their services for free. This comes at a huge bandwidth cost each month. As a startup or person seeking to host your own videos, images, or content, you must keep a close eye on the costs per user. One saving grace, is that Netflix surely uses CDNs, and they probably have checked this very important box ‘Compress objects automatically’ (2). This reduces the network bandwidth by 80% and will also improve user experience by getting their content to them faster. In general, architecting a solution on AWS for VPNs or video hosting can be very costly so beware. Avoid inter-region data transfer In AWS, if your EC2 instances are in us-west-2, and are uploaded to an instance that is in us-east-1, you could be incurring some cost ($.02 per GB). Depending on traffic, it is better to split up the compute resources into different regions (use CDK/cloudformation), but ensure that they don't talk cross-region to other resources. This also allows for failover DNS routing and avoids this data charge. Alternatively, a quick and good solution is to have a read-only replica database in each region, instead of requesting across regions. Keep traffic within an availability zone Each AWS Region consists of multiple zones for redundancy. Traffic that crosses an Availability Zone boundary typically incurs a data transfer charge. Use resources from the local Availability Zone whenever possible. Ensure that the database is deployed in each zone. If you are setting up an HPC cluster or ML Cluster, it could be in your best interest to deploy your ec2 instances in the same zone, if there is network traffic. Don’t pay for bandwidth between AWS Services For traffic between AWS compute services and other AWS services (s3, dynamo), with the right setup this traffic should be free. Since NAT Gateways incur bandwidth charges, make sure to use an Internet Gateway if the subnet is public (1). If you have compute instances in private subnets, ensure that traffic destined for internal AWS services goes through a Gateway Endpoint, since its free. This avoids a cost of ($.09 per GB). It may not seem like a lot, but depending on the amount of traffic you are receiving, this could add up to thousands of dollars. Use the AWS Private link to share your endpoints within AWS To connect to other microservices within the same company, create an endpoint service (3). The consumer can then find your service when creating an interface endpoint, by inputting the id. This ensures that the routing will happen within the VPC and will not incur any data charge. This is better than VPC peering since there are fewer issues with conflicting private IP CIDRs and also you are able to share the load balancer if you associate a private DNS name to it. Since these fees are still a widespread practice, it is best to understand how to navigate them. If you enjoyed this article, please follow and share it with others!
And please follow my cloud security tools substack blog for more As many of you are aware, major public clouds charge quite a bit for network egress these days. On the major cloud computing platforms, you pay $0.09 per GB of traffic exiting AWS, and similar rates with Azure and GCP. This means that hosting videos, images, and more can get really costly when you scale to a lot of users. In a popular post by Cloudflare titled ‘ AWS’s egregious egress ’, Cloudflare says that the rates do not make sense anymore. AWS’s egregious egress When using AWS Cloudfront, make sure to enable compression It’s amazing how YouTube and Twitch offer their services for free. This comes at a huge bandwidth cost each month. As a startup or person seeking to host your own videos, images, or content, you must keep a close eye on the costs per user. One saving grace, is that Netflix surely uses CDNs, and they probably have checked this very important box ‘ Compress objects automatically ’ (2). This reduces the network bandwidth by 80% and will also improve user experience by getting their content to them faster. In general, architecting a solution on AWS for VPNs or video hosting can be very costly so beware. YouTube Twitch Compress objects automatically Avoid inter-region data transfer In AWS, if your EC2 instances are in us-west-2, and are uploaded to an instance that is in us-east-1, you could be incurring some cost ($.02 per GB). Depending on traffic, it is better to split up the compute resources into different regions (use CDK/cloudformation), but ensure that they don't talk cross-region to other resources. This also allows for failover DNS routing and avoids this data charge. Alternatively, a quick and good solution is to have a read-only replica database in each region, instead of requesting across regions. Keep traffic within an availability zone Each AWS Region consists of multiple zones for redundancy. Traffic that crosses an Availability Zone boundary typically incurs a data transfer charge. Use resources from the local Availability Zone whenever possible. Ensure that the database is deployed in each zone. If you are setting up an HPC cluster or ML Cluster, it could be in your best interest to deploy your ec2 instances in the same zone, if there is network traffic. Don’t pay for bandwidth between AWS Services For traffic between AWS compute services and other AWS services (s3, dynamo), with the right setup this traffic should be free. Since NAT Gateways incur bandwidth charges, make sure to use an Internet Gateway if the subnet is public (1). If you have compute instances in private subnets, ensure that traffic destined for internal AWS services goes through a Gateway Endpoint, since its free. This avoids a cost of ($.09 per GB). It may not seem like a lot, but depending on the amount of traffic you are receiving, this could add up to thousands of dollars. Use the AWS Private link to share your endpoints within AWS To connect to other microservices within the same company, create an endpoint service (3). The consumer can then find your service when creating an interface endpoint, by inputting the id. This ensures that the routing will happen within the VPC and will not incur any data charge. This is better than VPC peering since there are fewer issues with conflicting private IP CIDRs and also you are able to share the load balancer if you associate a private DNS name to it. Since these fees are still a widespread practice, it is best to understand how to navigate them. If you enjoyed this article, please follow and share it with others! And please follow my cloud security tools substack blog for more If you enjoyed this article, please follow and share it with others! And please follow my cloud security tools substack blog for more cloud security tools

5 Tips for Reducing AWS Network Costs

How to Add Annotation, Redact, and Form Editor Tools to a JavaScript PDF Viewer

কিভাবে একটি জাভাস্ক্রিপ্ট পিডিএফ ভিউয়ারে টীকা, রিড্যাক্ট এবং ফর্ম এডিটর টুল যোগ করবেন

So fügen Sie einem JavaScript-PDF-Viewer Anmerkungs-, Schwärzungs- und Formulareditor-Tools hinzu

Cómo agregar herramientas de anotación, redacción y edición de formularios a un visor de PDF de JavaScript

Comment ajouter des outils d'annotation, de rédaction et d'édition de formulaire à une visionneuse PDF JavaScript

जावास्क्रिप्ट पीडीएफ व्यूअर में एनोटेशन, रिडक्ट और फॉर्म एडिटर टूल कैसे जोड़ें

JavaScript PDF ビューアに注釈、編集、フォーム エディター ツールを追加する方法

JavaScript PDF 뷰어에 주석, 수정 및 양식 편집기 도구를 추가하는 방법

Como adicionar ferramentas de anotação, redação e editor de formulários a um visualizador de PDF JavaScript

Как добавить инструменты аннотаций, редактирования и редактора форм в средство просмотра PDF-файлов на JavaScript

JavaScript PDF Görüntüleyiciye Ek Açıklama, Redaksiyon ve Form Düzenleyici Araçları Nasıl Eklenir?

Cách thêm các công cụ chú thích, biên tập lại và chỉnh sửa biểu mẫu vào trình xem PDF bằng JavaScript

如何向 JavaScript PDF 查看器添加注释、编辑和表单编辑器工具

"AI can ensure the publication of high-quality research, reduce biases, and provide faster feedback"

"এআই উচ্চ-মানের গবেষণার প্রকাশনা নিশ্চিত করতে পারে, পক্ষপাত কমাতে পারে এবং দ্রুত প্রতিক্রিয়া প্রদান করতে পারে"

„KI kann die Veröffentlichung qualitativ hochwertiger Forschungsergebnisse sicherstellen, Verzerrungen reduzieren und schnelleres Feedback liefern“

"La IA puede garantizar la publicación de investigaciones de alta calidad, reducir los sesgos y proporcionar comentarios más rápidos"

"L'IA peut garantir la publication de recherches de haute qualité, réduire les biais et fournir un retour d'information plus rapide"

"एआई उच्च गुणवत्ता वाले शोध का प्रकाशन सुनिश्चित कर सकता है, पूर्वाग्रहों को कम कर सकता है और तेजी से प्रतिक्रिया प्रदान कर सकता है"

「AIは、高品質の研究の出版を保証し、偏見を減らし、より迅速なフィードバックを提供することができます」

"AI는 고품질 연구의 출판을 보장하고 편견을 줄이며 더 빠른 피드백을 제공할 수 있습니다."

“A IA pode garantir a publicação de pesquisas de alta qualidade, reduzir preconceitos e fornecer feedback mais rápido”

«ИИ может обеспечить публикацию высококачественных исследований, уменьшить предвзятость и обеспечить более быструю обратную связь»

"Yapay zeka, yüksek kaliteli araştırmaların yayınlanmasını sağlayabilir, önyargıları azaltabilir ve daha hızlı geri bildirim sağlayabilir"

"AI có thể đảm bảo xuất bản nghiên cứu chất lượng cao, giảm sai lệch và cung cấp phản hồi nhanh hơn"

“人工智能可以确保发表高质量的研究，减少偏见，并提供更快的反馈”

AWS EKS allows you to host Windows and Linux containers in the same cluster. Linux nodes however are much faster to start with nodes only taking 30s to become available to schedule your pods compared to the 5 or so minutes it takes to start a Windows node on a m5a.xlarge (4 cores, 16GB RAM). I’ll share some tricks I used to start Windows nodes in less than 90 s with Karpenter. Background Anyone looking around for ways to improve the startup performance of EKS Windows nodes will have crossed this article on AWS’ Blog: https://aws.amazon.com/blogs/containers/speeding-up-windows-container-launch-times-with-ec2-image-builder-and-image-cache-strategy/?source=post_page-----4314f72367a0--------------------------------&embedable=true Broadly speaking there are 2 options advised to improve the slow boot issue Pre-cache base images using AWS Image Builder A common use case for EKS Windows Nodes is hosting legacy .NET Framework applications under IIS. The problem is that IIS in a container takes a very long time to download (10m) making autoscaling a no-go. Essentially, pre-caching base images nullifies the time taken to ‘download IIS’ and so only your application files are downloaded at node startup, the IIS layers that make up your docker images are already baked into the AMI. Configure the images produced by Image Builder to use ‘Fast Launch’ Before even running a pod on this node, the node needs to boot. AWS Image Builder sysprep Windows images produce AMIs and so the first time a new Windows EC2 instance comes about, it has to go about a long initialization process. Every Amazon EC2 Windows instance must go through the standard Windows operating system (OS) launch steps, which include several reboots, and often take 15 minutes or longer to complete. Amazon EC2 Windows Server AMIs that have the Windows fast launch feature enabled complete some of those steps and reboots in advance to reduce the time it takes to launch an instance. source. By enabling fast launch, we can see freshly started EC2 instances take around ~50–60s to ‘reach the lock screen’ on Windows Server 2022 m5a.xlarge. Even with these strategies employed, it still takes 5 minutes to start a m5a.xlarge Windows Node and join the cluster. Where is time spent starting up? When Karpenter requests a new Windows 2022 EC2 instance, it utilizes the EKS-optimized AMIs by AWS. This AMI contains a couple of Powershell scripts to bootstrap the Kubernetes components. Start-EKSBootstrap.ps1
EKS-StartupTask.ps1 Digging around, it appears there are 3 parts to the EKS Windows node boot process: Start the EC2 Instance (50s with fast launch enabled)


Start-EKSBootstrap.ps1 (4–6 mins depending on instance size)


EKS-StartupTask.ps1 (40 sec) So the longest task is the bootstrap script. This script creates config files for kube-proxy, kubelet, CNI plugin, registers the kubelet and kube-proxy with Windows Service Control Manager (SCM), then triggers EKS-StartupTask.ps1 via a scheduled task, which then goes on to setup container networking and start the Kubernetes services. Looking through the Start-EKSBootstrap.ps1 file(4–6 min runtime) , it appears time is mostly wasted loading the large AWSPowershell module which is required by the script to get EC2 instance metadata and EKS cluster information. Investigating the impact of antivirus on this script showed that Windows Defender was slowing down the load of this module. How do we make it better? The first thing I determined I could do was completely uninstall the AWSPowershell module from the EC2 instance. I looked through the scripts and determined which PowerShell cmdlets were in use to narrow down the modules needed by the bootstrap process: AWS.Tools.EC2
AWS.Tools.EKS The effect of removing the AWSPowershell module is that the bootstrap script no longer needs to load every functionality offered by AWS via Powershell just to get a few bits of information regarding EC2 and EKS. This could easily be slotted in because we are using Image Builder to pre-cache container images. I created a new image builder component with the content: name: OptimizeEKSNodeModules
description: OptimizeEKSNodeModules
schemaVersion: 1.0

phases:
  - name: build
    steps:
      - name: OptimizeEKSNodeModules
        action: ExecutePowerShell
        inputs:
          commands:
            - Uninstall-Module AWSPowershell
            - Install-PackageProvider -Name NuGet -MinimumVersion 2.8.5.201 -Force
            - Install-Module -Name Aws.Tools.Eks -Force -AllowClobber -Scope AllUsers
            - Install-Module -Name Aws.Tools.Ec2 -Force -AllowClobber -Scope AllUsers This had a good impact on boot time. We saw boot time drop to about ~3–4 mins. This could still be improved… However, the Powershell scripts had limited avenues for optimization. In the end, I decided to rewrite the bootstrap script using C#/.NET where I had a bit more control. https://github.com/atg-cloudops/eks-windows-bootstrapper?embedable=true The above repo contains the code for the C# version of Start-EKSBootstrap.ps1. It parallelizes as much as possible and is AOT (Ahead-of-time) compiled to native code in the Github action to reduce the startup latency of the release binary. It also removes all the checks that made the script idempotent, as this is unnecessary under Karpenter and just slows down the boot. To use it, you can add another component to your image builder recipe: name: InstallEksWindowsBootstrapper
description: InstallEksWindowsBootstrapper
schemaVersion: 1.0

phases:
  - name: build
    steps:
      - name: InstallEksWindowsBootstrapper
        action: ExecutePowerShell
        inputs:
          commands:
            - |
              Invoke-WebRequest "https://github.com/atg-cloudops/eks-windows-bootstrapper/releases/download/v1.29.0/EKS-Windows-Bootstrapper.exe" -OutFile "C:/EKS-Windows-Bootstrapper.exe"
              Invoke-WebRequest "https://github.com/atg-cloudops/eks-windows-bootstrapper/releases/download/v1.29.0/Start-EKSBootstrap.ps1" -OutFile "C:/Start-EKSBootstrap.ps1"

              Move-Item -Path "C:/EKS-Windows-Bootstrapper.exe" -Destination "C:/Program Files/Amazon/EKS/EKS-Windows-Bootstrapper.exe" -Force -Verbose
              Move-Item -Path "C:/Start-EKSBootstrap.ps1" -Destination "C:/Program Files/Amazon/EKS/Start-EKSBootstrap.ps1" -Force -Verbose The above component downloads the 1.29.0 release of the bootstrap app. (I am using Kubernetes 1.29 so that’s what the code is targeting) It replaces the existing file in C:/Program Files/Amazon/EKS/Start-EKSBootstrap.ps1 with another ps1 file which simply calls the exe and puts the exe next to the ps1 file. When the node boots, the new code runs instead. In the end I measured the new code to take less than 400ms to configure a node — typically taking around 350ms to complete. It still finishes by starting the scheduled task to call EKS-StartupTask.ps1 The Final Result Booting this image takes around 93s on an m5a.xlarge and around 77s on m5a.2xlarge. Uninstalling Windows Defender in a separate test to see the impact on boot performance showed the nodes starting in about 60s! If we wish to improve boot times further, we must find a way to cut down the time it takes for Windows to finish the ‘OOBE’ process more than EC2 fast launch allows. We can also shave off around 40s in EKS-StartupTask.ps1 . If anyone reading this has any ideas on how we can achieve this, would be great to hear! AWS EKS allows you to host Windows and Linux containers in the same cluster. Linux nodes however are much faster to start with nodes only taking 30s to become available to schedule your pods compared to the 5 or so minutes it takes to start a Windows node on a m5a.xlarge (4 cores, 16GB RAM). I’ll share some tricks I used to start Windows nodes in less than 90 s with Karpenter. AWS EKS Linux Background Anyone looking around for ways to improve the startup performance of EKS Windows nodes will have crossed this article on AWS’ Blog: https://aws.amazon.com/blogs/containers/speeding-up-windows-container-launch-times-with-ec2-image-builder-and-image-cache-strategy/?source=post_page-----4314f72367a0--------------------------------&embedable=true https://aws.amazon.com/blogs/containers/speeding-up-windows-container-launch-times-with-ec2-image-builder-and-image-cache-strategy/?source=post_page-----4314f72367a0--------------------------------&embedable=true Broadly speaking there are 2 options advised to improve the slow boot issue Broadly speaking there are 2 options advised to improve the slow boot issue Pre-cache base images using AWS Image Builder A common use case for EKS Windows Nodes is hosting legacy .NET Framework applications under IIS. The problem is that IIS in a container takes a very long time to download (10m) making autoscaling a no-go. Essentially, pre-caching base images nullifies the time taken to ‘download IIS’ and so only your application files are downloaded at node startup, the IIS layers that make up your docker images are already baked into the AMI. docker Configure the images produced by Image Builder to use ‘Fast Launch’ Before even running a pod on this node, the node needs to boot. AWS Image Builder sysprep Windows images produce AMIs and so the first time a new Windows EC2 instance comes about, it has to go about a long initialization process. Every Amazon EC2 Windows instance must go through the standard Windows operating system (OS) launch steps, which include several reboots, and often take 15 minutes or longer to complete. Amazon EC2 Windows Server AMIs that have the Windows fast launch feature enabled complete some of those steps and reboots in advance to reduce the time it takes to launch an instance. Every Amazon EC2 Windows instance must go through the standard Windows operating system (OS) launch steps, which include several reboots, and often take 15 minutes or longer to complete. Amazon EC2 Windows Server AMIs that have the Windows fast launch feature enabled complete some of those steps and reboots in advance to reduce the time it takes to launch an instance. Every Amazon EC2 Windows instance must go through the standard Windows operating system (OS) launch steps, which include several reboots, and often take 15 minutes or longer to complete. Amazon EC2 Windows Server AMIs that have the Windows fast launch feature enabled complete some of those steps and reboots in advance to reduce the time it takes to launch an instance. source . source By enabling fast launch, we can see freshly started EC2 instances take around ~50–60s to ‘reach the lock screen’ on Windows Server 2022 m5a.xlarge. Even with these strategies employed, it still takes 5 minutes to start a m5a.xlarge Windows Node and join the cluster. Even with these strategies employed, it still takes 5 minutes to start a m5a.xlarge Windows Node and join the cluster. Even with these strategies employed, it still takes 5 minutes to start a m5a.xlarge Windows Node and join the cluster. Where is time spent starting up? When Karpenter requests a new Windows 2022 EC2 instance, it utilizes the EKS-optimized AMIs by AWS. This AMI contains a couple of Powershell scripts to bootstrap the Kubernetes components. Kubernetes Start-EKSBootstrap.ps1 EKS-StartupTask.ps1 Start-EKSBootstrap.ps1 Start-EKSBootstrap.ps1 EKS-StartupTask.ps1 EKS-StartupTask.ps1 Digging around, it appears there are 3 parts to the EKS Windows node boot process: Digging around, it appears there are 3 parts to the EKS Windows node boot process: Start the EC2 Instance (50s with fast launch enabled) Start-EKSBootstrap.ps1 (4–6 mins depending on instance size) EKS-StartupTask.ps1 (40 sec) Start the EC2 Instance (50s with fast launch enabled) Start the EC2 Instance (50s with fast launch enabled) Start-EKSBootstrap.ps1 (4–6 mins depending on instance size) Start-EKSBootstrap.ps1 (4–6 mins depending on instance size) Start-EKSBootstrap.ps1 EKS-StartupTask.ps1 (40 sec) EKS-StartupTask.ps1 (40 sec) EKS-StartupTask.ps1 So the longest task is the bootstrap script. This script creates config files for kube-proxy, kubelet, CNI plugin, registers the kubelet and kube-proxy with Windows Service Control Manager (SCM), then triggers EKS-StartupTask.ps1 via a scheduled task, which then goes on to setup container networking and start the Kubernetes services. Looking through the Start-EKSBootstrap.ps1 file(4–6 min runtime) , it appears time is mostly wasted loading the large AWSPowershell module which is required by the script to get EC2 instance metadata and EKS cluster information. Investigating the impact of antivirus on this script showed that Windows Defender was slowing down the load of this module. AWSPowershell How do we make it better? The first thing I determined I could do was completely uninstall the AWSPowershell module from the EC2 instance. AWSPowershell I looked through the scripts and determined which PowerShell cmdlets were in use to narrow down the modules needed by the bootstrap process: AWS.Tools.EC2 AWS.Tools.EKS AWS.Tools.EC2 AWS.Tools.EKS The effect of removing the AWSPowershell module is that the bootstrap script no longer needs to load every functionality offered by AWS via Powershell just to get a few bits of information regarding EC2 and EKS. AWSPowershell This could easily be slotted in because we are using Image Builder to pre-cache container images. I created a new image builder component with the content: name: OptimizeEKSNodeModules
description: OptimizeEKSNodeModules
schemaVersion: 1.0

phases:
  - name: build
    steps:
      - name: OptimizeEKSNodeModules
        action: ExecutePowerShell
        inputs:
          commands:
            - Uninstall-Module AWSPowershell
            - Install-PackageProvider -Name NuGet -MinimumVersion 2.8.5.201 -Force
            - Install-Module -Name Aws.Tools.Eks -Force -AllowClobber -Scope AllUsers
            - Install-Module -Name Aws.Tools.Ec2 -Force -AllowClobber -Scope AllUsers name: OptimizeEKSNodeModules
description: OptimizeEKSNodeModules
schemaVersion: 1.0

phases:
  - name: build
    steps:
      - name: OptimizeEKSNodeModules
        action: ExecutePowerShell
        inputs:
          commands:
            - Uninstall-Module AWSPowershell
            - Install-PackageProvider -Name NuGet -MinimumVersion 2.8.5.201 -Force
            - Install-Module -Name Aws.Tools.Eks -Force -AllowClobber -Scope AllUsers
            - Install-Module -Name Aws.Tools.Ec2 -Force -AllowClobber -Scope AllUsers This had a good impact on boot time. We saw boot time drop to about ~3–4 mins. This could still be improved… This could still be improved… However, the Powershell scripts had limited avenues for optimization. In the end, I decided to rewrite the bootstrap script using C#/.NET where I had a bit more control. https://github.com/atg-cloudops/eks-windows-bootstrapper?embedable=true https://github.com/atg-cloudops/eks-windows-bootstrapper?embedable=true The above repo contains the code for the C# version of Start-EKSBootstrap.ps1 . It parallelizes as much as possible and is AOT (Ahead-of-time) compiled to native code in the Github action to reduce the startup latency of the release binary. It also removes all the checks that made the script idempotent, as this is unnecessary under Karpenter and just slows down the boot. Start-EKSBootstrap.ps1 To use it, you can add another component to your image builder recipe: To use it, you can add another component to your image builder recipe: name: InstallEksWindowsBootstrapper
description: InstallEksWindowsBootstrapper
schemaVersion: 1.0

phases:
  - name: build
    steps:
      - name: InstallEksWindowsBootstrapper
        action: ExecutePowerShell
        inputs:
          commands:
            - |
              Invoke-WebRequest "https://github.com/atg-cloudops/eks-windows-bootstrapper/releases/download/v1.29.0/EKS-Windows-Bootstrapper.exe" -OutFile "C:/EKS-Windows-Bootstrapper.exe"
              Invoke-WebRequest "https://github.com/atg-cloudops/eks-windows-bootstrapper/releases/download/v1.29.0/Start-EKSBootstrap.ps1" -OutFile "C:/Start-EKSBootstrap.ps1"

              Move-Item -Path "C:/EKS-Windows-Bootstrapper.exe" -Destination "C:/Program Files/Amazon/EKS/EKS-Windows-Bootstrapper.exe" -Force -Verbose
              Move-Item -Path "C:/Start-EKSBootstrap.ps1" -Destination "C:/Program Files/Amazon/EKS/Start-EKSBootstrap.ps1" -Force -Verbose name: InstallEksWindowsBootstrapper
description: InstallEksWindowsBootstrapper
schemaVersion: 1.0

phases:
  - name: build
    steps:
      - name: InstallEksWindowsBootstrapper
        action: ExecutePowerShell
        inputs:
          commands:
            - |
              Invoke-WebRequest "https://github.com/atg-cloudops/eks-windows-bootstrapper/releases/download/v1.29.0/EKS-Windows-Bootstrapper.exe" -OutFile "C:/EKS-Windows-Bootstrapper.exe"
              Invoke-WebRequest "https://github.com/atg-cloudops/eks-windows-bootstrapper/releases/download/v1.29.0/Start-EKSBootstrap.ps1" -OutFile "C:/Start-EKSBootstrap.ps1"

              Move-Item -Path "C:/EKS-Windows-Bootstrapper.exe" -Destination "C:/Program Files/Amazon/EKS/EKS-Windows-Bootstrapper.exe" -Force -Verbose
              Move-Item -Path "C:/Start-EKSBootstrap.ps1" -Destination "C:/Program Files/Amazon/EKS/Start-EKSBootstrap.ps1" -Force -Verbose The above component downloads the 1.29.0 release of the bootstrap app. (I am using Kubernetes 1.29 so that’s what the code is targeting) It replaces the existing file in C:/Program Files/Amazon/EKS/Start-EKSBootstrap.ps1 with another ps1 file which simply calls the exe and puts the exe next to the ps1 file. When the node boots, the new code runs instead. C:/Program Files/Amazon/EKS/Start-EKSBootstrap.ps1 In the end I measured the new code to take less than 400ms to configure a node — typically taking around 350ms to complete. It still finishes by starting the scheduled task to call EKS-StartupTask.ps1 EKS-StartupTask.ps1 The Final Result Booting this image takes around 93s on an m5a.xlarge and around 77s on m5a.2xlarge. Uninstalling Windows Defender in a separate test to see the impact on boot performance showed the nodes starting in about 60s! If we wish to improve boot times further, we must find a way to cut down the time it takes for Windows to finish the ‘OOBE’ process more than EC2 fast launch allows. We can also shave off around 40s in EKS-StartupTask.ps1 . EKS-StartupTask.ps1 If anyone reading this has any ideas on how we can achieve this, would be great to hear!

How I Reduced EKS Windows Node Start Time From 5 Min to ~90s 

Ockam teamed up with Redpanda to launch Redpanda Connect with Ockam: the first zero-trust streaming data platform. This is a natural partnership because both companies have the same ethos; to enable every developer to build distributed systems, at scale, with simple tools. Both companies' products are based on popular open-source projects and are built by veteran, high-performing teams. Redpanda Connect with Ockam is the only enterprise-scale, zero-trust, streaming data platform that's simultaneously easy to deploy, secure-by-design, and highly performant. “Enterprise executives tell me that their high-value streaming applications take a long time to build and to ship,” said Matthew Gregory, Ockam's CEO. “Their biggest obstacle is the construction of secure streaming data connections across their siloed enterprise, and between partner companies. Secure data streaming is now simple to set up, trivial to maintain, and almost impossible to mess up. We've unlocked data so application development can move fast.” Enterprise Kafka product vendors defer zero-trust implementation details to their customers. It's difficult, even for sophisticated engineering organizations, to pull together a team that can choose and assemble the dozens of parts required to build a secure-by-design streaming data platform. Redpanda Connect with Ockam empowers a single developer to easily create end-to-end encrypted streaming pipelines that can connect 100's of applications across clouds and hybrid infrastructure. It builds trust in data streams, eliminates sources of risk to critical data, and removes the operational complexities inherent in managing keys at scale. Redpanda provides a declarative data streaming service that enables developers and organizations to build simple, chained, and stateless processing steps for their data pipelines. Our partnership with Redpanda brings a truly zero-trust capability to these pipelines. Ockam's cryptographic protocols and data integrity guarantees remove the risk of MITM and supply chain attacks that could otherwise tamper with data inflight and lead to data poisoning; highlighted as one of the OWASP Top 10 risks for companies that leverage AI and Large Language Model (LLM) systems. The mutual authentication and encrypted data protocols that Ockam provides also mean organizations can transmit highly sensitive data with cryptographic guarantees so only the intended recipients will be able to decrypt and process it. This will unlock new high-value applications that businesses may have been unwilling to explore due to privacy and governance risk, or complexity. “We help the world's largest companies build and scale streaming applications," said Alex Gallego, Redpanda's CEO. "Redpanda Connect with Ockam was conceived to empower our customers to build streaming data applications with ease. Redpanda Connect comes with over 200 pre-built integrations that will quickly connect to and unlock your data silos. Ockam provides the mutual authentication and end-to-end encryption that zero-trust streaming data applications require. Together with Ockam, we've abstracted away all of the complex pieces that cause engineering teams to stumble.” Confluent's “2023 Data Streaming Report: Moving Up the Maturity Curve” recently surveyed 2,250 IT and engineering leaders from organizations that use streaming data. 74% cited that their streaming data applications are blocked because of fragmented projects, uncoordinated teams, and constrained engineering budgets. 32% claim that they successfully “reduced security risks” after implementing data streaming services across their applications. However, 94% have high-security expectations for these same applications. These are alarming numbers! Despite the obvious benefits that a real-time streaming data architecture provides, companies struggle to ship data pipelines to their applications. Often, they're blocked for several quarters. Once they get to production, they realize that their data doesn't have the security guarantees that they need or expect from their streaming data infrastructure. Redpanda Connect with Ockam aims to move these numbers to 0% and 100%, respectively. Let's go! Connect, Secure, and Stream—All In One Simple Platform Connect With Redpanda Connect (Formerly Known as Benthos) Redpanda Connect empowers engineers to build connectors and integrations to over 200 applications, including SQL, Mongo, Snowflake, Cassandra, Redis, Splunk, AWS Lambda, Azure CosmosDB, and GCP Cloud Storage. Redpanda Connect can process streaming data with transforms, mapping, filtering, hydration, and enrichment capabilities. Secure With Ockam Zero-trust in your data streaming infrastructure allows you to have absolute trust in your data and applications. Ockam adds the guarantees of data confidentiality, integrity, and authenticity, so you can enforce data governance and privacy policies at scale. Each producer creates its own unique cryptographically provable identity and encryption keys. The producers use their keys to establish trusted secure channels through Redpanda Cloud and to the consumers across the streaming platform. All the data that moves through your streaming data platform is encrypted in motion - even when it's passing through a broker. Keys, enrollments, and credentials are safely created, stored, rotated, and revoked automagically so there's almost nothing to manage. Ockam makes it simple to Build Trust across your entire data layer - in a way that's almost impossible to mess up. Stream With Redpanda Cloud Redpanda Cloud is a complete streaming data platform delivered as a fully managed service with automated upgrades and patching, data and partition balancing, and 24×7 support. It continuously monitors and maintains your clusters along with the underlying infrastructure to meet strict performance, availability, reliability, and security requirements. Give It a Try https://www.ockam.io/blog/redpanda_connect_with_ockam#give_it_a_try Ockam teamed up with Redpanda to launch Redpanda Connect with Ockam: the first zero-trust streaming data platform . This is a natural partnership because both companies have the same ethos; to enable every developer to build distributed systems, at scale, with simple tools. Both companies' products are based on popular open-source projects and are built by veteran, high-performing teams. Redpanda Redpanda Redpanda Connect with Ockam: the first zero-trust streaming data platform Redpanda Connect with Ockam is the only enterprise-scale, zero-trust, streaming data platform that's simultaneously easy to deploy, secure-by-design, and highly performant. Redpanda Connect with Ockam is the only enterprise-scale, zero-trust, streaming data platform that's simultaneously easy to deploy, secure-by-design, and highly performant. “Enterprise executives tell me that their high-value streaming applications take a long time to build and to ship,” said Matthew Gregory, Ockam's CEO. “Their biggest obstacle is the construction of secure streaming data connections across their siloed enterprise, and between partner companies. Secure data streaming is now simple to set up, trivial to maintain, and almost impossible to mess up. We've unlocked data so application development can move fast.” Enterprise Kafka product vendors defer zero-trust implementation details to their customers. It's difficult, even for sophisticated engineering organizations, to pull together a team that can choose and assemble the dozens of parts required to build a secure-by-design streaming data platform. Redpanda Connect with Ockam empowers a single developer to easily create end-to-end encrypted streaming pipelines that can connect 100's of applications across clouds and hybrid infrastructure. It builds trust in data streams, eliminates sources of risk to critical data, and removes the operational complexities inherent in managing keys at scale. Redpanda provides a declarative data streaming service that enables developers and organizations to build simple, chained, and stateless processing steps for their data pipelines. Our partnership with Redpanda brings a truly zero-trust capability to these pipelines. Ockam's cryptographic protocols and data integrity guarantees remove the risk of MITM and supply chain attacks that could otherwise tamper with data inflight and lead to data poisoning; highlighted as one of the OWASP Top 10 risks for companies that leverage AI and Large Language Model (LLM) systems. The mutual authentication and encrypted data protocols that Ockam provides also mean organizations can transmit highly sensitive data with cryptographic guarantees so only the intended recipients will be able to decrypt and process it. This will unlock new high-value applications that businesses may have been unwilling to explore due to privacy and governance risk, or complexity. “We help the world's largest companies build and scale streaming applications," said Alex Gallego, Redpanda's CEO. "Redpanda Connect with Ockam was conceived to empower our customers to build streaming data applications with ease. Redpanda Connect comes with over 200 pre-built integrations that will quickly connect to and unlock your data silos. Ockam provides the mutual authentication and end-to-end encryption that zero-trust streaming data applications require. Together with Ockam, we've abstracted away all of the complex pieces that cause engineering teams to stumble.” Confluent's “ 2023 Data Streaming Report: Moving Up the Maturity Curve ” recently surveyed 2,250 IT and engineering leaders from organizations that use streaming data. 2023 Data Streaming Report: Moving Up the Maturity Curve 2023 Data Streaming Report: Moving Up the Maturity Curve 74% cited that their streaming data applications are blocked because of fragmented projects, uncoordinated teams, and constrained engineering budgets. 74% cited that their streaming data applications are blocked because of fragmented projects, uncoordinated teams, and constrained engineering budgets. 32% claim that they successfully “reduced security risks” after implementing data streaming services across their applications. However, 94% have high-security expectations for these same applications. 32% claim that they successfully “reduced security risks” after implementing data streaming services across their applications. However, 94% have high-security expectations for these same applications. 32% claim that they successfully “reduced security risks” after implementing data streaming services across their applications. However, 94% have high-security expectations for these same applications. These are alarming numbers! Despite the obvious benefits that a real-time streaming data architecture provides, companies struggle to ship data pipelines to their applications. Often, they're blocked for several quarters. Once they get to production, they realize that their data doesn't have the security guarantees that they need or expect from their streaming data infrastructure. Redpanda Connect with Ockam aims to move these numbers to 0% and 100%, respectively. Let's go! Connect, Secure, and Stream—All In One Simple Platform Connect With Redpanda Connect (Formerly Known as Benthos) Redpanda Connect empowers engineers to build connectors and integrations to over 200 applications, including SQL, Mongo, Snowflake, Cassandra, Redis, Splunk, AWS Lambda, Azure CosmosDB, and GCP Cloud Storage. Redpanda Connect can process streaming data with transforms, mapping, filtering, hydration, and enrichment capabilities. Secure With Ockam Zero-trust in your data streaming infrastructure allows you to have absolute trust in your data and applications. Ockam adds the guarantees of data confidentiality, integrity, and authenticity, so you can enforce data governance and privacy policies at scale. Each producer creates its own unique cryptographically provable identity and encryption keys. The producers use their keys to establish trusted secure channels through Redpanda Cloud and to the consumers across the streaming platform. All the data that moves through your streaming data platform is encrypted in motion - even when it's passing through a broker. Keys, enrollments, and credentials are safely created, stored, rotated, and revoked automagically so there's almost nothing to manage. Ockam makes it simple to Build Trust across your entire data layer - in a way that's almost impossible to mess up. Stream With Redpanda Cloud Redpanda Cloud is a complete streaming data platform delivered as a fully managed service with automated upgrades and patching, data and partition balancing, and 24×7 support. It continuously monitors and maintains your clusters along with the underlying infrastructure to meet strict performance, availability, reliability, and security requirements. Give It a Try https://www.ockam.io/blog/redpanda_connect_with_ockam#give_it_a_try https://www.ockam.io/blog/redpanda_connect_with_ockam#give_it_a_try

Ockam and Redpanda Team Up: Launching the World's First Zero-Trust Streaming Data Platform

ওকাম এবং রেডপান্ডা টিম আপ: বিশ্বের প্রথম জিরো-ট্রাস্ট স্ট্রিমিং ডেটা প্ল্যাটফর্ম চালু করছে

Ockam und Redpanda schließen sich zusammen: Einführung der weltweit ersten Zero-Trust-Streaming-Datenplattform

Ockam y Redpanda se unen: lanzan la primera plataforma de transmisión de datos de confianza cero del mundo

Ockam et Redpanda s'associent : lancement de la première plateforme de données de streaming sans confiance au monde

ओक्कम और रेडपांडा ने मिलकर दुनिया का पहला जीरो-ट्रस्ट स्ट्रीमिंग डेटा प्लेटफॉर्म लॉन्च किया

Ockam と Redpanda が提携: 世界初のゼロトラスト ストリーミング データ プラットフォームを立ち上げ

Ockam과 Redpanda의 협력: 세계 최초의 제로 트러스트 스트리밍 데이터 플랫폼 출시

Ockam e Redpanda se unem: lançando a primeira plataforma de streaming de dados Zero Trust do mundo

Оккам и Redpanda объединяются: запускают первую в мире платформу потоковой передачи данных с нулевым доверием

Ockam ve Redpanda Güçlerini Birleştiriyor: Dünyanın İlk Sıfır Güven Veri Akışı Platformunu Başlatıyor

Ockam và Redpanda hợp tác: Ra mắt nền tảng dữ liệu phát trực tuyến không tin cậy đầu tiên trên thế giới

Ockam 与 Redpanda 合作：推出全球首个零信任流数据平台

On June 1, the EOS Network will undergo a transformation with the implementation of a new tokenomics model. This change, approved by the EOS block producers following a supermajority consensus, will cap the EOS token supply at 2.1 billion, marking a reduction in the Fully Diluted Value (FDV) by 80%. This strategic pivot is aimed at stabilizing the economic environment of the EOS ecosystem and aligning it with long-term growth objectives. The shift from an inflationary model with a potential maximum of 10 billion tokens to a fixed supply of 2.1 billion is a fundamental change. By eliminating inflation, EOS intends to offer a more predictable economic landscape for investors and participants. This decision could enhance the perceived value of EOS tokens as a more stable and scarce asset. In my opinion, introducing a four-year halving cycle is another strategic move borrowed from the playbook of other successful cryptocurrencies like Bitcoin. These cycles are designed to reduce the rate at which new tokens are introduced into the market, potentially increasing scarcity and demand over time. The allocation of funds to middleware operations and the RAM market is particularly noteworthy. By earmarking 350 million tokens for RAM market enhancements, EOS is taking a proactive step to ensure the scalability and efficiency of network operations. These measures are expected to improve the functionality between older web technologies and newer blockchain-based solutions, enhancing user and developer experiences on the EOS network. The introduction of high-yield staking rewards, coupled with modifications to the staking lockup periods, aims to incentivize long-term holding and active participation within the network. This could lead to greater network security and more stable governance as more stakeholders are encouraged to engage deeply with the ecosystem. The overhaul of EOS's economic model can be seen as an attempt to address several challenges faced by the blockchain sector, including inflation management, economic stability, and user engagement. By implementing these changes, EOS is not only adapting to the competitive pressures within the blockchain space but also trying to carve out a niche that could attract substantial investment and development activity. However, the success of this new tokenographics strategy will largely depend on its execution and the community's response to these changes. While the reduction in FDV and the implementation of economic controls are promising on paper, the actual impact on market dynamics and the broader ecosystem remains to be seen. Final Thoughts As EOS transitions into this new era, it stands at a critical juncture. The decisions made today will likely have long-lasting impacts on its position within the blockchain industry. If successful, these changes could pave the way for EOS to become a more influential player in the Web3 revolution, offering a robust and economically stable platform for developers and users alike. The coming months will be crucial for observing how these adjustments play out in real-world scenarios and whether they will bolster the confidence of stakeholders and attract new users to the platform. The EOS community and potential investors will undoubtedly keep a close watch on the evolving landscape, hopeful that these bold moves will lead to a prosperous future for the network. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR. On June 1, the EOS Network will undergo a transformation with the implementation of a new tokenomics model . This change, approved by the EOS block producers following a supermajority consensus, will cap the EOS token supply at 2.1 billion, marking a reduction in the Fully Diluted Value (FDV) by 80%. This strategic pivot is aimed at stabilizing the economic environment of the EOS ecosystem and aligning it with long-term growth objectives. EOS Network new tokenomics model The shift from an inflationary model with a potential maximum of 10 billion tokens to a fixed supply of 2.1 billion is a fundamental change. By eliminating inflation, EOS intends to offer a more predictable economic landscape for investors and participants. This decision could enhance the perceived value of EOS tokens as a more stable and scarce asset. In my opinion, introducing a four-year halving cycle is another strategic move borrowed from the playbook of other successful cryptocurrencies like Bitcoin. These cycles are designed to reduce the rate at which new tokens are introduced into the market, potentially increasing scarcity and demand over time. The allocation of funds to middleware operations and the RAM market is particularly noteworthy. By earmarking 350 million tokens for RAM market enhancements, EOS is taking a proactive step to ensure the scalability and efficiency of network operations. These measures are expected to improve the functionality between older web technologies and newer blockchain-based solutions, enhancing user and developer experiences on the EOS network. The introduction of high-yield staking rewards, coupled with modifications to the staking lockup periods, aims to incentivize long-term holding and active participation within the network. This could lead to greater network security and more stable governance as more stakeholders are encouraged to engage deeply with the ecosystem. The overhaul of EOS's economic model can be seen as an attempt to address several challenges faced by the blockchain sector, including inflation management, economic stability, and user engagement. By implementing these changes, EOS is not only adapting to the competitive pressures within the blockchain space but also trying to carve out a niche that could attract substantial investment and development activity. However, the success of this new tokenographics strategy will largely depend on its execution and the community's response to these changes. While the reduction in FDV and the implementation of economic controls are promising on paper, the actual impact on market dynamics and the broader ecosystem remains to be seen. Final Thoughts As EOS transitions into this new era, it stands at a critical juncture. The decisions made today will likely have long-lasting impacts on its position within the blockchain industry. If successful, these changes could pave the way for EOS to become a more influential player in the Web3 revolution, offering a robust and economically stable platform for developers and users alike. The coming months will be crucial for observing how these adjustments play out in real-world scenarios and whether they will bolster the confidence of stakeholders and attract new users to the platform. The EOS community and potential investors will undoubtedly keep a close watch on the evolving landscape, hopeful that these bold moves will lead to a prosperous future for the network. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR. Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program . HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR. Vested Interest Disclosure: business blogging program business blogging program

EOS Network Redefines Crypto Economics with New Tokenomics Model

EOS নেটওয়ার্ক নতুন টোকেনমিক্স মডেলের সাথে ক্রিপ্টো ইকোনমিক্সকে পুনরায় সংজ্ঞায়িত করে

EOS Network definiert Kryptoökonomie mit neuem Tokenomics-Modell neu

EOS Network redefine la criptoeconomía con un nuevo modelo de Tokenomics

Le réseau EOS redéfinit l'économie de la cryptographie avec le nouveau modèle Tokenomics

EOS नेटवर्क ने नए टोकनॉमिक्स मॉडल के साथ क्रिप्टो अर्थशास्त्र को फिर से परिभाषित किया

EOS ネットワークが新しいトークノミクス モデルで暗号経済を再定義

EOS 네트워크는 새로운 토큰경제학 모델로 암호화폐 경제를 재정의합니다.

Rede EOS redefine a economia criptográfica com novo modelo Tokenomics

Сеть EOS переопределяет криптоэкономику с помощью новой модели токеномики

EOS Ağı, Yeni Tokenomik Modeli ile Kripto Ekonomisini Yeniden Tanımlıyor

Mạng EOS định nghĩa lại nền kinh tế tiền điện tử với mô hình Tokenomics mới

EOS 网络通过新的代币经济学模型重新定义加密经济学

Redirecting DNS Traffic in Docker Containers Using Tc-BPF

Welcome to our "Innovators in Web3" series, where we delve into the minds shaping the future of blockchain technology. Today, we're honored to have Aisling Connolly, a prominent figure in cryptography and privacy research, discuss her pivotal role in integrating Internet Computer with Bitcoin. Aisling's deep expertise not only advances the field but also sets the stage for transformative changes across the Web3 landscape. Join us as we uncover how her groundbreaking work is driving innovation and securing a more interconnected digital world. Ishan Pandey: Hi Aisling. It's wonderful to have you here for our "Innovators in Web3" series. To start, could you share how your background in cryptography and privacy research has shaped the development strategies for Internet Computer's integration with Bitcoin? Aisling Connolly: My background and research interests have always been inspired by the cryptographers on the DFINITY team and generally, among such a group, the strategy is always to focus on strong cryptographic security and high-quality engineering. This can clearly be seen in our Bitcoin integration. Natively running Bitcoin adapters on ICP nodes removes some of the trust assumptions that come with traditional Bitcoin bridges. Our threshold signing capabilities also have stronger practical guarantees that are not always found in other implementations. Ishan Pandey: Internet Computer is being termed as a "Bitcoin layer-zero." Can you explain this concept for our audience and how it positions ICP in the broader blockchain ecosystem? Aisling Connolly: If you think about ICP from a high level, it consists of a network of nodes running in independent data centers which allow developers to build highly scalable applications. Moreover, ICP is built by one of the strongest cryptographic teams in the world, and hence has an unparalleled suite of cryptographic tools in addition to its web2 integrations. These features together serve as an ideal basis on which to build smart contracts and applications that interact with Bitcoin and Web3 more generally. Ishan Pandey: The introduction of Threshold-Schnorr signatures is a significant technical update. Could you discuss the advantages this brings to the Internet Computer Protocol, particularly in terms of security and efficiency compared to the existing ECDSA scheme? Aisling Connolly: Schnorr is a simpler scheme than ECDSA, so it’s easier to reason about its security. Hence, researchers and developers are less likely to make mistakes in implementations and analysis. The key benefits it brings, however, are in efficiency and the features it unlocks for bitcoin. Ishan Pandey: With the upcoming Bitcoin halving and the launch of the Runes protocol, how do you see the role of ICP evolving in the creation of Bitcoin-centric DeFi and NFT applications? Aisling Connolly: There are two key ways we see ICP being used in the creation of Bitcoin-centric DeFi and NFT. On the one hand, developers are using the ICP network as a basis to build DeFi and NFT applications without needing to build their own network from scratch and without the need for bridges or oracles. On the other hand, we’ve seen people using the ICP ecosystem to allow trading of assets (both in DeFi and NFT) with very fast finality and negligible fees. Ishan Pandey: Aisling, considering the broad scope of applications from DeFi to NFTs on the Bitcoin blockchain, what future developments can we expect from DFINITY to enhance these capabilities? Aisling Connolly: Right now, we are working on the threshold Schnorr integration which will allow smart contracts to interact with newer Defi and NFT aspects of Bitcoin directly. When complete, this will be the third pillar of our Bitcoin APIs (Bitcoin core functions, threshold-ECDSA signatures, and threshold-Schnorr signatures.) Beyond this, we’re looking closely at the developer tooling for Bitcoin devs and aim to create the best developer experience in the industry. Ishan Pandey: With ICP's 3rd anniversary approaching and the unveiling of the new "AI Roadmap" and "Chain Fusion Roadmap," can you share what these roadmaps mean for ICP's future? How will they shape the development and the overall impact of the Internet Computer Protocol in the coming years? Aisling Connolly: AI is becoming more integral to daily life, yet it faces a significant trust issue due to users' lack of insight into data usage and response generation. The opaque nature of AI models makes trust-building challenging. The AI Roadmap outlines a path that will bring trust and security to AI models. I am particularly interested in how AI can influence DeFI. Similar to traditional finance AI can be used AML services, fees or rates calculation, and market analysis in the DeFi space. Chain Fusion is a major priority for us this year. ICP enables direct interoperability with all major blockchains, including Bitcoin, Ethereum, other EVMs (and soon Solana), without relying on any trusted intermediary. Chain Fusion will open up a host of new use cases and access to liquidity for projects leveraging Chain Fusion. Ishan Pandey: Looking towards the future post-halving, how do you anticipate the Bitcoin ecosystem will change, and what role will the Internet Computer play in this new landscape? Aisling Connolly: From the conversations and discussions among some of the leading Bitcoin developers, there are a lot of super interesting projects set to launch in the coming months. Serious researchers are starting to enter the conversation, and we see the development of a host of new meta-protocols that take Bitcoin beyond the use cases of ordinals and runes. We’re seeing already that many developers are choosing the ICP network and suite of cryptographic tools to build their L2s, protocols, and other applications. This means they can get to market much faster as they don’t have to bootstrap a network from scratch, and they can inherit security and other advanced features of ICP. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR. Welcome to our "Innovators in Web3" series, where we delve into the minds shaping the future of blockchain technology. Today, we're honored to have Aisling Connolly, a prominent figure in cryptography and privacy research, discuss her pivotal role in integrating Internet Computer with Bitcoin. Aisling's deep expertise not only advances the field but also sets the stage for transformative changes across the Web3 landscape. Join us as we uncover how her groundbreaking work is driving innovation and securing a more interconnected digital world. Ishan Pandey: Hi Aisling. It's wonderful to have you here for our "Innovators in Web3" series. To start, could you share how your background in cryptography and privacy research has shaped the development strategies for Internet Computer's integration with Bitcoin? Ishan Pandey: Hi Aisling. It's wonderful to have you here for our "Innovators in Web3" series. To start, could you share how your background in cryptography and privacy research has shaped the development strategies for Internet Computer's integration with Bitcoin? Ishan Pandey: Hi Aisling. It's wonderful to have you here for our "Innovators in Web3" series. To start, could you share how your background in cryptography and privacy research has shaped the development strategies for Internet Computer's integration with Bitcoin? Aisling Connolly: My background and research interests have always been inspired by the cryptographers on the DFINITY team and generally, among such a group, the strategy is always to focus on strong cryptographic security and high-quality engineering. This can clearly be seen in our Bitcoin integration. Natively running Bitcoin adapters on ICP nodes removes some of the trust assumptions that come with traditional Bitcoin bridges. Our threshold signing capabilities also have stronger practical guarantees that are not always found in other implementations. Aisling Connolly: Ishan Pandey: Internet Computer is being termed as a "Bitcoin layer-zero." Can you explain this concept for our audience and how it positions ICP in the broader blockchain ecosystem? Ishan Pandey: Internet Computer is being termed as a "Bitcoin layer-zero." Can you explain this concept for our audience and how it positions ICP in the broader blockchain ecosystem? Ishan Pandey: Internet Computer is being termed as a "Bitcoin layer-zero." Can you explain this concept for our audience and how it positions ICP in the broader blockchain ecosystem? Aisling Connolly: If you think about ICP from a high level, it consists of a network of nodes running in independent data centers which allow developers to build highly scalable applications. Moreover, ICP is built by one of the strongest cryptographic teams in the world, and hence has an unparalleled suite of cryptographic tools in addition to its web2 integrations. These features together serve as an ideal basis on which to build smart contracts and applications that interact with Bitcoin and Web3 more generally. Aisling Connolly: Ishan Pandey: The introduction of Threshold-Schnorr signatures is a significant technical update. Could you discuss the advantages this brings to the Internet Computer Protocol, particularly in terms of security and efficiency compared to the existing ECDSA scheme? Ishan Pandey: The introduction of Threshold-Schnorr signatures is a significant technical update. Could you discuss the advantages this brings to the Internet Computer Protocol, particularly in terms of security and efficiency compared to the existing ECDSA scheme? Ishan Pandey: The introduction of Threshold-Schnorr signatures is a significant technical update. Could you discuss the advantages this brings to the Internet Computer Protocol, particularly in terms of security and efficiency compared to the existing ECDSA scheme? Aisling Connolly: Schnorr is a simpler scheme than ECDSA, so it’s easier to reason about its security. Hence, researchers and developers are less likely to make mistakes in implementations and analysis. The key benefits it brings, however, are in efficiency and the features it unlocks for bitcoin. Aisling Connolly: Ishan Pandey: With the upcoming Bitcoin halving and the launch of the Runes protocol, how do you see the role of ICP evolving in the creation of Bitcoin-centric DeFi and NFT applications? Ishan Pandey: With the upcoming Bitcoin halving and the launch of the Runes protocol, how do you see the role of ICP evolving in the creation of Bitcoin-centric DeFi and NFT applications? Ishan Pandey: With the upcoming Bitcoin halving and the launch of the Runes protocol, how do you see the role of ICP evolving in the creation of Bitcoin-centric DeFi and NFT applications? Aisling Connolly: There are two key ways we see ICP being used in the creation of Bitcoin-centric DeFi and NFT. Aisling Connolly: On the one hand, developers are using the ICP network as a basis to build DeFi and NFT applications without needing to build their own network from scratch and without the need for bridges or oracles. On the other hand, we’ve seen people using the ICP ecosystem to allow trading of assets (both in DeFi and NFT) with very fast finality and negligible fees. Ishan Pandey: Aisling, considering the broad scope of applications from DeFi to NFTs on the Bitcoin blockchain, what future developments can we expect from DFINITY to enhance these capabilities? Ishan Pandey: Aisling, considering the broad scope of applications from DeFi to NFTs on the Bitcoin blockchain, what future developments can we expect from DFINITY to enhance these capabilities? Ishan Pandey: Aisling, considering the broad scope of applications from DeFi to NFTs on the Bitcoin blockchain, what future developments can we expect from DFINITY to enhance these capabilities? Aisling Connolly: Right now, we are working on the threshold Schnorr integration which will allow smart contracts to interact with newer Defi and NFT aspects of Bitcoin directly. When complete, this will be the third pillar of our Bitcoin APIs (Bitcoin core functions, threshold-ECDSA signatures, and threshold-Schnorr signatures.) Beyond this, we’re looking closely at the developer tooling for Bitcoin devs and aim to create the best developer experience in the industry. Aisling Connolly: Ishan Pandey: With ICP's 3rd anniversary approaching and the unveiling of the new "AI Roadmap" and "Chain Fusion Roadmap," can you share what these roadmaps mean for ICP's future? How will they shape the development and the overall impact of the Internet Computer Protocol in the coming years? Ishan Pandey: With ICP's 3rd anniversary approaching and the unveiling of the new "AI Roadmap" and "Chain Fusion Roadmap," can you share what these roadmaps mean for ICP's future? How will they shape the development and the overall impact of the Internet Computer Protocol in the coming years? Ishan Pandey: With ICP's 3rd anniversary approaching and the unveiling of the new "AI Roadmap" and "Chain Fusion Roadmap," can you share what these roadmaps mean for ICP's future? How will they shape the development and the overall impact of the Internet Computer Protocol in the coming years? Aisling Connolly: AI is becoming more integral to daily life, yet it faces a significant trust issue due to users' lack of insight into data usage and response generation. The opaque nature of AI models makes trust-building challenging. The AI Roadmap outlines a path that will bring trust and security to AI models. I am particularly interested in how AI can influence DeFI. Similar to traditional finance AI can be used AML services, fees or rates calculation, and market analysis in the DeFi space. Aisling Connolly: Chain Fusion is a major priority for us this year. ICP enables direct interoperability with all major blockchains, including Bitcoin, Ethereum, other EVMs (and soon Solana), without relying on any trusted intermediary. Chain Fusion will open up a host of new use cases and access to liquidity for projects leveraging Chain Fusion. Ishan Pandey: Looking towards the future post-halving, how do you anticipate the Bitcoin ecosystem will change, and what role will the Internet Computer play in this new landscape? Ishan Pandey: Looking towards the future post-halving, how do you anticipate the Bitcoin ecosystem will change, and what role will the Internet Computer play in this new landscape? Looking towards the future post-halving, how do you anticipate the Bitcoin ecosystem will change, and what role will the Internet Computer play in this new landscape? Aisling Connolly: From the conversations and discussions among some of the leading Bitcoin developers, there are a lot of super interesting projects set to launch in the coming months. Serious researchers are starting to enter the conversation, and we see the development of a host of new meta-protocols that take Bitcoin beyond the use cases of ordinals and runes. Aisling Connolly: We’re seeing already that many developers are choosing the ICP network and suite of cryptographic tools to build their L2s, protocols, and other applications. This means they can get to market much faster as they don’t have to bootstrap a network from scratch, and they can inherit security and other advanced features of ICP. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR. Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program . HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR. Vested Interest Disclosure: business blogging program business blogging program

Why Internet Computer’s Approach to Bitcoin Integration Could Redefine Web3

কেন ইন্টারনেট কম্পিউটারের বিটকয়েন ইন্টিগ্রেশনের দৃষ্টিভঙ্গি Web3 পুনরায় সংজ্ঞায়িত করতে পারে

Warum der Ansatz von Internet Computer zur Bitcoin-Integration Web3 neu definieren könnte

Por qué el enfoque de Internet Computer para la integración de Bitcoin podría redefinir la Web3

Pourquoi l'approche d'Internet Computer en matière d'intégration Bitcoin pourrait redéfinir le Web3

बिटकॉइन एकीकरण के लिए इंटरनेट कंप्यूटर का दृष्टिकोण वेब3 को फिर से परिभाषित कर सकता है

インターネットコンピュータのビットコイン統合へのアプローチがWeb3を再定義する理由

비트코인 통합에 대한 인터넷 컴퓨터의 접근 방식이 Web3를 재정의할 수 있는 이유

Por que a abordagem do Internet Computer para a integração do Bitcoin pode redefinir a Web3

Почему подход Интернет-компьютера к интеграции биткойнов может переопределить Web3

İnternet Bilgisayarının Bitcoin Entegrasyonuna Yaklaşımı Neden Web3'ü Yeniden Tanımlayabilir?

Tại sao cách tiếp cận tích hợp Bitcoin của máy tính Internet có thể định nghĩa lại Web3

为什么互联网计算机对比特币的整合方式可以重新定义 Web3

In an era where digital threats loom larger than ever—from crippling ransomware attacks to sophisticated state-sponsored hacks—the need for advanced cybersecurity solutions has become undeniable. Enter Don Delvy's groundbreaking solution, the DEFENSE-BASED SMARTSATELLITE (DBS2), dubbed “Deus Botrus,” or "God Cluster," a term that not only reflects its powerful capabilities but also its collective strength. Delvy, a pioneer with a storied history as the inventor of modern-day cloud computing and the smartplatform (generative cloud), claimed the smartsatellite almost four years ago publicly. This claim had an immediate impact globally, from leaders in industry, to governments, Delvy knew he touched a nerve.  After all, it’s the final frontier—space. Deus Botrus is personal for Delvy, as it represents the final collaborative effort between him and his deceased father, an innovation that goes back almost a decade now. Deus Botrus is designed to combat the very threats that have exposed vulnerabilities in both the public and private sectors. With features like the proprietary "Detect. Intercept. Disable." (DID) system, this satellite network is poised to neutralize events like hypersonic threats while securing digital communications globally. "Traditional cybersecurity measures have often fallen short," Delvy explains. "What we need is a solution not just to fend off attacks but to actively monitor, intercept, and neutralize threats before they can do harm. That's what Deus Botrus is designed to do." Del Vecchio Space, combining his renown smartplatform with the smartsatellite, and the aviation/aerospace industry, in SKIES.CLOUD represents Delvy’s ambitious leap into aviation, aerospace, and defense. The initiative follows in the footsteps of his aforementioned father, a veteran of the United States Air Force and the National Security Agency, underscoring a legacy of service and security. Beyond its defense capabilities, Deus Botrus also aims to revolutionize enterprise networking by providing enterprise-level high-speed internet, which is projected to be a trillion-dollar plus market. Delvy's venture into space isn't just about security. It’s about building a robust infrastructure that supports democracy and safeguards freedom, ensuring that space remains a domain for peaceful and protective purposes. "By securing the skies, we secure our digital lives on Earth," Delvy states, emphasizing the interconnectedness of space security and digital wellbeing. The launch of Deus Botrus will be more than a technological achievement; it's a statement. In a world where digital threats are becoming the norm, Delvy's vision for the smartplatform and the smartsatellite comes as a promising safeguard, offering a glimpse into a future where technology and security evolve hand in hand. With the continued development of Deus Botrus and the expansion of the aviation/aerospace smartplatform SKIES.CLOUD, Don Delvy is not just responding to the current threats but shaping the future of global security and networking. His work prompts a vital dialogue on how we, as a global community, can leverage technology not just for progress but for protection. In an era where digital threats loom larger than ever—from crippling ransomware attacks to sophisticated state-sponsored hacks—the need for advanced cybersecurity solutions has become undeniable. Enter Don Delvy's groundbreaking solution, the DEFENSE-BASED SMARTSATELLITE (DBS2), dubbed “Deus Botrus,” or "God Cluster," a term that not only reflects its powerful capabilities but also its collective strength. Delvy, a pioneer with a storied history as the inventor of modern-day cloud computing and the smartplatform (generative cloud), claimed the smartsatellite almost four years ago publicly. This claim had an immediate impact globally, from leaders in industry, to governments, Delvy knew he touched a nerve.  After all, it’s the final frontier—space. Deus Botrus is personal for Delvy, as it represents the final collaborative effort between him and his deceased father, an innovation that goes back almost a decade now. Deus Botrus is designed to combat the very threats that have exposed vulnerabilities in both the public and private sectors. With features like the proprietary "Detect. Intercept. Disable." (DID) system, this satellite network is poised to neutralize events like hypersonic threats while securing digital communications globally. "Traditional cybersecurity measures have often fallen short," Delvy explains. "What we need is a solution not just to fend off attacks but to actively monitor, intercept, and neutralize threats before they can do harm. That's what Deus Botrus is designed to do." Del Vecchio Space, combining his renown smartplatform with the smartsatellite, and the aviation/aerospace industry, in SKIES.CLOUD represents Delvy’s ambitious leap into aviation, aerospace, and defense. The initiative follows in the footsteps of his aforementioned father, a veteran of the United States Air Force and the National Security Agency, underscoring a legacy of service and security. Beyond its defense capabilities, Deus Botrus also aims to revolutionize enterprise networking by providing enterprise-level high-speed internet, which is projected to be a trillion-dollar plus market. Delvy's venture into space isn't just about security. It’s about building a robust infrastructure that supports democracy and safeguards freedom, ensuring that space remains a domain for peaceful and protective purposes. "By securing the skies, we secure our digital lives on Earth," Delvy states, emphasizing the interconnectedness of space security and digital wellbeing. The launch of Deus Botrus will be more than a technological achievement; it's a statement. In a world where digital threats are becoming the norm, Delvy's vision for the smartplatform and the smartsatellite comes as a promising safeguard, offering a glimpse into a future where technology and security evolve hand in hand. With the continued development of Deus Botrus and the expansion of the aviation/aerospace smartplatform SKIES.CLOUD, Don Delvy is not just responding to the current threats but shaping the future of global security and networking. His work prompts a vital dialogue on how we, as a global community, can leverage technology not just for progress but for protection.

A New Era in Cybersecurity: Don Delvy's Smartsatellite "Deus Botrus" Redefines Defense, Networking

Few events demonstrate a clear, back-to-back domino effect quite like the Great Recession of 2008. It was a time marked by a housing market collapse, widespread economic downturn, and seismic disruptions across the global financial system. The devastating aftermath left economists and analysts all wondering one crucial thing: could this have been predicted? It’s widely accepted that, at the time, no formal model in existence could have foreseen the magnitude of this economic downturn. But technology advancements sky-rocketed during the pandemic and beyond, and now, new invest-tech company, insytz, says they can solve this lack of foresight and ensure history doesn’t repeat itself. Harnessing the Power of Historical Insights Co-founder and Chief Strategist Jay Samuels says insytz has proven that in 2007, during the tumultuous period leading up to the Great Recession, their algorithm would have detected the subtle yet critical market shifts that eluded so many experts. Armed with this data, investors could have anticipated the impending crisis, potentially safeguarding their portfolios from the severe losses many ultimately faced. The foundation of their product is an algorithm that looks back at global market conditions over the last 80 years and applies the findings—trends, patterns, and opportunities—to inform our current day-to-day market conditions. This Python-coded tech tests the philosophy that the past can illuminate the future. The algorithm employs weighted dimensions and criteria from over 360 global markets, synthesized into color-coded (just three colors, so it’s not an overwhelming data rainbow) dashboards that update daily, providing real-time market intelligence that is clear and actionable. Had this technology been available during the Great Recession, it could have significantly improved how investors and wealth advisors navigated the crisis. According to Samuels, one look at all the red on the insytz calendar would have alerted investors to the warning signs of a serious impending downturn. With real-time insights into market mispricing, overreactions, and even emerging opportunities, this foresight could have been instrumental in adjusting clients' portfolios. Most Registered Investment Advisors (RIAs) and professional investors already use a significant amount of data to drive their decision-making. Many even employ historical data, so how is this different? While other data sources—think Bloomberg, CNBC, and other invest-techs—curate data, guiding investors toward decisions while obscuring the big picture, insytz is focused on offering the unbiased big picture. Their dashboards provide high-level market overviews down to micro-movements within macro regimes—all in visual models that help illuminate opportunities. New Standards for Market Clarity and Confidence In a survey published this year, 75% of advisory clients reported leaving their advisors or at least considering it. Of that number, over half actually left, and 12% moved to a “robo-advisor.” In an industry where trust is the cornerstone of client relationships, the ability to provide clients with financial clarity and actionable advice based on robust, data-driven insights significantly enhances an advisor’s credibility and value. Today’s investors don’t trust their advisors, and unexpected downturns like the Great Recession are part of the—arguably reasonable—doubt. Today’s investors aren’t just looking for someone to manage their wealth; they’re seeking assurance that their financial future is secure. RIAs that can’t provide that clarity and reassurance will see their portfolio dwindle. That’s why Samuels believes their color-coded visual models will change the industry. “Today’s financial advisors have to become teachers,” he explains, “And some learners are visual. I know I am.” According to the insytz team, the results speak for themselves. Tracking their algorithm’s guidance from the time of the Great Depression to today, their algorithm successfully identified oncoming bear markets (which they call downturn regimes), sideways markets, and bull markets (or upturn regimes) before they occurred. With this knowledge, investment advisors can make decisions that offer higher risk-adjusted returns. Following the algorithm, Samuels explains, can easily result in an impressive 21.5% average annual return compared to an S&P 500 Buy and Hold strategy. From Insight to Foresight The question, "Does the past predict the future?" is complex, but when it comes to financial markets, insytz suggests that there is a lot we can learn from history. And, as we look toward that future, it’s clear that new investment-tech and visualization models will play an increasingly crucial role. The insytz team claims that had their company been around in the early aughts, the Great Recession could have been anticipated. The question that remains is: If we were able to predict The Great Recession, what moves would we have made to mitigate the risk? Few events demonstrate a clear, back-to-back domino effect quite like the Great Recession of 2008. It was a time marked by a housing market collapse, widespread economic downturn, and seismic disruptions across the global financial system . The devastating aftermath left economists and analysts all wondering one crucial thing: could this have been predicted? across the global financial system across the global financial system It’s widely accepted that, at the time, no formal model in existence could have foreseen the magnitude of this economic downturn. But technology advancements sky-rocketed during the pandemic and beyond, and now, new invest-tech company, insytz , says they can solve this lack of foresight and ensure history doesn’t repeat itself. insytz insytz Harnessing the Power of Historical Insights Harnessing the Power of Historical Insights Co-founder and Chief Strategist Jay Samuels says insytz has proven that in 2007, during the tumultuous period leading up to the Great Recession, their algorithm would have detected the subtle yet critical market shifts that eluded so many experts. Armed with this data, investors could have anticipated the impending crisis, potentially safeguarding their portfolios from the severe losses many ultimately faced. proven proven The foundation of their product is an algorithm that looks back at global market conditions over the last 80 years and applies the findings—trends, patterns, and opportunities—to inform our current day-to-day market conditions. This Python-coded tech tests the philosophy that the past can illuminate the future. The algorithm employs weighted dimensions and criteria from over 360 global markets, synthesized into color-coded (just three colors, so it’s not an overwhelming data rainbow) dashboards that update daily, providing real-time market intelligence that is clear and actionable. Had this technology been available during the Great Recession, it could have significantly improved how investors and wealth advisors navigated the crisis. According to Samuels, one look at all the red on the insytz calendar would have alerted investors to the warning signs of a serious impending downturn. With real-time insights into market mispricing, overreactions, and even emerging opportunities , this foresight could have been instrumental in adjusting clients' portfolios. even emerging opportunities even emerging opportunities Most Registered Investment Advisors (RIAs) and professional investors already use a significant amount of data to drive their decision-making. Many even employ historical data, so how is this different? While other data sources—think Bloomberg, CNBC, and other invest-techs—curate data, guiding investors toward decisions while obscuring the big picture , insytz is focused on offering the unbiased big picture. Their dashboards provide high-level market overviews down to micro-movements within macro regimes—all in visual models that help illuminate opportunities. obscuring the big picture obscuring the big picture New Standards for Market Clarity and Confidence New Standards for Market Clarity and Confidence In a survey published this year, 75% of advisory clients reported leaving their advisors or at least considering it. Of that number, over half actually left, and 12% moved to a “robo-advisor.” survey survey In an industry where trust is the cornerstone of client relationships, the ability to provide clients with financial clarity and actionable advice based on robust, data-driven insights significantly enhances an advisor’s credibility and value. Today’s investors don’t trust their advisors, and unexpected downturns like the Great Recession are part of the—arguably reasonable—doubt. Today’s investors aren’t just looking for someone to manage their wealth; they’re seeking assurance that their financial future is secure. RIAs that can’t provide that clarity and reassurance will see their portfolio dwindle. That’s why Samuels believes their color-coded visual models will change the industry. “Today’s financial advisors have to become teachers,” he explains, “And some learners are visual. I know I am.” “Today’s financial advisors have to become teachers,” he explains, “And some learners are visual. I know I am.” According to the insytz team, the results speak for themselves. Tracking their algorithm’s guidance from the time of the Great Depression to today, their algorithm successfully identified oncoming bear markets (which they call downturn regimes), sideways markets, and bull markets (or upturn regimes) before they occurred. With this knowledge, investment advisors can make decisions that offer higher risk-adjusted returns. Following the algorithm, Samuels explains, can easily result in an impressive 21.5% average annual return compared to an S&P 500 Buy and Hold strategy. From Insight to Foresight From Insight to Foresight The question, "Does the past predict the future?" is complex, but when it comes to financial markets, insytz suggests that there is a lot we can learn from history. And, as we look toward that future, it’s clear that new investment-tech and visualization models will play an increasingly crucial role. The insytz team claims that had their company been around in the early aughts, the Great Recession could have been anticipated. The question that remains is: If we were able to predict The Great Recession, what moves would we have made to mitigate the risk?

Redefining Economic Forecasts: How insytz’s Algorithm Could Have Predicted the Great Recession

অর্থনৈতিক পূর্বাভাস পুনঃসংজ্ঞায়িত করা: কিভাবে ইনসিটজের অ্যালগরিদম মহামন্দার পূর্বাভাস দিতে পারে

Wirtschaftsprognosen neu definiert: Wie der Algorithmus von insytz die Große Rezession hätte vorhersagen können

Redefinición de las previsiones económicas: cómo el algoritmo de insytz podría haber predicho la gran recesión

Redéfinir les prévisions économiques : comment l’algorithme d’Insytz aurait pu prédire la grande récession

आर्थिक पूर्वानुमानों को पुनर्परिभाषित करना: कैसे insytz का एल्गोरिदम महान मंदी की भविष्यवाणी कर सकता था

経済予測の再定義: insytz のアルゴリズムが大不況を予測できた可能性

경제 예측 재정의: insytz 알고리즘이 어떻게 대불황을 예측할 수 있었는가

Redefinindo as previsões econômicas: como o algoritmo do insytz poderia ter previsto a grande recessão

Переосмысление экономических прогнозов: как алгоритм Insytz мог предсказать Великую рецессию

Ekonomik Tahminleri Yeniden Tanımlamak: Insytz Algoritması Büyük Durgunluğu Nasıl Tahmin Edebilirdi?

Xác định lại các dự báo kinh tế: Thuật toán của insytz có thể dự đoán cuộc đại suy thoái như thế nào

重新定义经济预测：insytz 算法如何预测大衰退

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