Angular(2+ Years)\n\n---------------------\n\nShould have knowledge of Angular JS/ Angular 2+\n\nGood knoledge in Javascript, TypeScript, and Jquery\n\nExperience with JavaScript, HTML,CSS/SCSS, Bootstrap and Material UI\n\nStrong working knowledge of front-end frameworks (Angular)\n\nhands-on experience in NgRx, RxJs libraries\n\nUnderstanding of ESS and Typescript for new features\n\nExperience with REST APIs/ Web API\n\nProactive and results-oriented attitude\n\nAwareness of the latest technologies and trends\n\nProficiency with code versioning tools, CICD pipeline\n\nExcellent communication skills - verbal and written\n\nThe ability to work within a team environment or independently\n\nAbility to Mentor junior programmers in the team

BeReal.

BeReal was a late entry into the social media game but an increasingly popular one. The app — which lets users post just once daily at random times — has quickly gained steam for its contrast against highly curated, filtered Instagram and Facebook feeds. However, it gives some security experts pause. Privacy is , but BeReal stands apart from the rest. The very things that make the platform unique also pose new challenges to security. an issue with most social networks BeReal’s Privacy Features Before diving into BeReal’s privacy issues, it’s important to review its security features and protocols. These can reveal what the platform does to ensure users’ privacy, putting its potential downsides in context. BeReal’s privacy policy over their information on the site. These include being able to access what third parties the site shares data with, receive a copy of that data, and request its correction. Users can also restrict access from integrations, limit who can see their posts, deactivate time and location settings and disable features that bring up old posts. outlines six rights users have As of this article’s writing, BeReal has yet to experience a public data breach, which many other social platforms cannot say. However, that doesn’t necessarily mean the site has more advanced security features than others. It hasn’t been around or garnered as many users as others, either, so breaches could happen in the future. Privacy Issues With BeReal Despite the lack of a major breach in the app’s history, BeReal has some significant privacy shortcomings. Users must be aware of these to take more control over their security. Accidentally Revealing Information The biggest issue with BeReal lies within the site’s main selling point. When users upload on BeReal, it takes a picture with both cameras, showing the environment around someone as well as their face. While that’s great for promoting authenticity, it makes it easy to accidentally reveal sensitive information. If someone takes a BeReal selfie in front of their computer, whatever’s on their monitor will become publicly accessible. Other users could look at that to glean personal information about the original poster. They could then use that information for credential stuffing or to form more effective phishing attempts — today. the most common type of cybercrime This accidental data leakage grows even more concerning when considering users taking pictures at work. Employees could reveal trade secrets or sensitive customer information, leading to significant legal fallout. Similarly, users may unintentionally jeopardize the privacy of those around them. People in front of a user taking a selfie may not realize they’ll be in the picture, too. Users could then post them or any personal information on their screens without their knowledge or consent. Extensive Data Collection BeReal’s data collection policies are also less than perfect. Most social media sites collect and share more information than users realize, and BeReal is no exception. According to its privacy policy, it stores names, locations, birth dates, IP addresses, phone numbers, web activity and more. After collecting all of this potentially sensitive data, BeReal stores it for a considerable period. The site keeps many data categories for and reserves the right to hold onto some information indefinitely. In many cases, the only way to delete this data is for users to delete their entire account. up to two years Specifics about how BeReal protects this data aren’t publicly available, but they say authorized employees can access it. Depending on their internal controls, that could expose this information to breaches from employee error. Over come from weak credentials, so something as simple as a poor password could grant an attacker access to all this data. half of data breaches Weak Default Controls Like any social media site, BeReal lets users customize their settings to improve their privacy. However, the platform’s defaults are the least secure option. Even though users can change these settings, having to take the extra step to do so can be enough to dissuade them from it. Geolocation is a prime example. The site automatically uses location services and shares locations when users post as part of its mission statement of authenticity. While sharing this information does promote openness, that openness reveals more data to potential attackers than users may be comfortable with. Some users may not realize they can disable geolocation or restrict who can see their posts. As a result, many may accept a lower standard of privacy out of convenience or lack of understanding. How to Use BeReal Safely These security shortcomings are significant, but many aren’t unique to BeReal, either. All social media involves some amount of sacrificed privacy, but with the right approach, users can enjoy it safely. BeReal is the same. Look Around Before Taking a Picture The most important step in using BeReal safely is to be aware of one’s surroundings when posting. Users should look at what’s behind and in front of them to ensure nothing sensitive is in the shot. If users are in front of a computer screen, especially at work, they should turn it off before taking a picture. It’s also best to review pictures before posting them to ensure they didn’t accidentally capture anything sensitive. Users a user took before posting, but BeReal won’t save the pictures themselves, apart from the final upload. If users want to be extra safe, they can clear their cache after retaking pictures but before uploading. can see how many retakes Know Your Rights and Controls Next, users should familiarize themselves with BeReal’s privacy policy and the options it gives them. Changing defaults to disable geolocation and restricting post visibility to only friends are good first steps. Opting out of data-sharing with third parties and integrated apps is also another recommended action. If any information BeReal asks for is optional, it’s best not to share it. The less users share, the less they have to lose in a data breach. That step is a good rule of thumb for any web service, not just BeReal. BeReal Presents Significant Risks If Used Improperly BeReal’s extensive data collection, weak defaults, and high risks of accidentally capturing sensitive information can pose serious risks. However, if users are aware of these shortcomings and consider them when posting, they can use the site safely. Compared to other social media sites, BeReal may be slightly less private because of the nature of its posts, but it’s not necessarily dangerous. As long as people know to check their surroundings and adjust their settings, the app doesn’t have to be a risk.

How Secure Is BeReal?

The statistics tell the story: Gartner says this is the year our culture will go “mobile first.” This means users have finally begun adopting smartphones as their exclusive digital device. In fact, 50% of all internet users will employ their smartphone to surf the internet first before any other device. Pew says 95% of Americans own cell phones and one in 10 only access the ‘net only from these devices—they don’t even use broadband at home. Let’s look at the Mobile App Industry The mobile app industry will reach $100 billion in the next few years. While this seems like a great reason to cash in on a lucrative venture, what’s probably more important to your business is the goal of providing a seamless mobile experience for your customers. 40% of your customers will go to a competitor if they have a bad mobile experience. This is not the kind of UX you want to offer consumers — ever. People rely on apps every single day. If your business goal is to reach consumers where they are, mobile app development is key to staying top of mind. As a result, if your mobile app scores big, you will increase customer engagement—something that is crucial in any competitive business environment. Mobile Apps as a Marketing Tool As a marketing tool, mobile apps can create an experience tailored to the individual user in a direct one-on-one marketing channel that your company can use to gain a competitive advantage. Hence, you can tie perks to purchases made from the app, due to offering promo codes and in-store coupons within the app. Your app might use location services to track the behavior patterns of frequent shoppers. Even the smallest of businesses can prototype a phone app by working with a mobile app development firm. These companies can design to fit your budget and help move your prototype inexorably toward product launch. Providing your target audiences with value will make your mobile app a fan favorite. The key to a successful mobile app is to provide your target audiences with value. Therefore, when developing the app ask yourself 3 things: What would be useful to your customers? Could a mobile app change customers perception of your business? Does it create a useful tool that makes the lives of your customers easier? Mobile App Development Makes Good Business Sense Mobile app development simply makes sense in the context of our society’s obsession with smartphones and keeping the customer satisfied. A mobile app is a portable tool that consumers will rely on — if designed properly and brings consumer value. It allows you to widen business exposure and broaden your reach to more customers.

Let’s be Real: Your Business Should Embrace Mobile App Development 

5 Must-Read Books for Cypherpunks and Crypto Enthusiasts

As a society, we've always been drawn to a good story. From ancient myths to modern-day blockbusters, the power of narrative has the ability to captivate, inspire, and transform. In the world of technology, where innovation is the name of the game, storytelling has become the secret weapon behind some of the most buzzed-about startups. And the unexpected heroes of this new era? None other than the creative directors, the ad agency alchemists turned tech founders who have traded in their storyboards for the chance to rewrite the future. Armed with a knack for storytelling and a flair for the dramatic, these former ad agency stars are trading in their Cannes Lions for the chance to launch the next big thing. But as the hype around projects like Humane's AI Pin reaches fever pitch, it's worth asking: are these visionaries revolutionizing the tech landscape, or are they just spinning tales? Take Humane's AI Pin, for example. This little device, dreamt up by former Apple creative directors Imran Chaudhri and Bethany Bongiorno, has made quite the splash with its promise of a screenless, AI-driven future. But let's be real - it's not just the tech that's got everyone talking. It's the story. The vision of a world where technology seamlessly integrates into our lives, as natural as breathing. That's the kind of narrative that gets investors reaching for their checkbooks, the media clamoring for a headline and secures millions in funding. And Humane is far from alone in this new world order. Just look at the rise and fall of Elizabeth Holmes and Theranos. Sure, the revolutionary blood-testing technology never quite materialized, but damn if Holmes didn't spin one hell of a story. With her Steve Jobs-esque turtlenecks and promises of disruption, she had Silicon Valley eating out of the palm of her hand. Or what about Adam Neumann and WeWork? The man could sell a vision like no other, painting a picture of a workplace revolution that would “elevate the world's consciousness” (and the company's valuation to a cool $47 billion). But here's the thing about stories - they're only as good as the reality they're built on. When the curtain gets pulled back and the wizard is revealed to be just a guy with a smoke machine, things can get ugly fast. Just ask the folks who bought into the Theranos dream or the WeWork hype. When the story doesn't match the substance, it's not just disappointment that follows - it's disaster. Moreover, storytelling is not just about hype. Used responsibly, it can be a powerful tool for education and inspiration. When Steve Jobs introduced the iPhone, he didn't just sell a product; he painted a picture of how it would transform our lives. That narrative resonated because it was grounded in a genuine, revolutionary product. So what's the lesson here for the creative directors turned tech visionaries? The use of narrative as a launchpad is not without its risks: with great storytelling power comes great responsibility.The ability to craft a compelling narrative is a gift, but it's one that needs to be used wisely. The best stories, the ones that truly change the game, are the ones that are grounded in something real. Something tangible. Something that doesn't just tickle the imagination but actually follows through on its promises. This is the tightrope that creative directors in the tech world must walk. As for Humane's AI Pin? Only time will tell if it can live up to the hype. But one thing's for sure - in the wild west of tech startups, the storytellers are the new sheriffs in town. They're the ones who can make us believe in a brighter future, a more connected world, a reality where anything is possible. And in a world that can often feel like it's spinning out of control, that's a pretty powerful thing. But as we watch these narratives unfold, it's on us to remember that not every story has a happy ending, like . We've got to approach each new tale with a healthy dose of wonder and a hearty helping of skepticism. Because in the end, the most compelling story isn't always the most true - but it might just be the one that changes everything. As a society, we've always been drawn to a good story. From ancient myths to modern-day blockbusters, the power of narrative has the ability to captivate, inspire, and transform. In the world of technology, where innovation is the name of the game, storytelling has become the secret weapon behind some of the most buzzed-about startups. And the unexpected heroes of this new era? None other than the creative directors, the ad agency alchemists turned tech founders who have traded in their storyboards for the chance to rewrite the future. Armed with a knack for storytelling and a flair for the dramatic, these former ad agency stars are trading in their Cannes Lions for the chance to launch the next big thing. But as the hype around projects like Humane's AI Pin reaches fever pitch, it's worth asking: are these visionaries revolutionizing the tech landscape, or are they just spinning tales? Take Humane's AI Pin, for example. This little device, dreamt up by former Apple creative directors Imran Chaudhri and Bethany Bongiorno, has made quite the splash with its promise of a screenless, AI-driven future. But let's be real - it's not just the tech that's got everyone talking. It's the story. The vision of a world where technology seamlessly integrates into our lives, as natural as breathing. That's the kind of narrative that gets investors reaching for their checkbooks, the media clamoring for a headline and secures millions in funding. And Humane is far from alone in this new world order. Just look at the rise and fall of Elizabeth Holmes and Theranos. Sure, the revolutionary blood-testing technology never quite materialized, but damn if Holmes didn't spin one hell of a story. With her Steve Jobs-esque turtlenecks and promises of disruption, she had Silicon Valley eating out of the palm of her hand. Or what about Adam Neumann and WeWork? The man could sell a vision like no other, painting a picture of a workplace revolution that would “elevate the world's consciousness” (and the company's valuation to a cool $47 billion). But here's the thing about stories - they're only as good as the reality they're built on. When the curtain gets pulled back and the wizard is revealed to be just a guy with a smoke machine, things can get ugly fast. Just ask the folks who bought into the Theranos dream or the WeWork hype. When the story doesn't match the substance, it's not just disappointment that follows - it's disaster. Moreover, storytelling is not just about hype. Used responsibly, it can be a powerful tool for education and inspiration. When Steve Jobs introduced the iPhone, he didn't just sell a product; he painted a picture of how it would transform our lives. That narrative resonated because it was grounded in a genuine, revolutionary product. So what's the lesson here for the creative directors turned tech visionaries? The use of narrative as a launchpad is not without its risks: with great storytelling power comes great responsibility.The ability to craft a compelling narrative is a gift, but it's one that needs to be used wisely. The best stories, the ones that truly change the game, are the ones that are grounded in something real. Something tangible. Something that doesn't just tickle the imagination but actually follows through on its promises. This is the tightrope that creative directors in the tech world must walk. As for Humane's AI Pin? Only time will tell if it can live up to the hype. But one thing's for sure - in the wild west of tech startups, the storytellers are the new sheriffs in town. They're the ones who can make us believe in a brighter future, a more connected world, a reality where anything is possible. And in a world that can often feel like it's spinning out of control, that's a pretty powerful thing. But as we watch these narratives unfold, it's on us to remember that not every story has a happy ending, like . We've got to approach each new tale with a healthy dose of wonder and a hearty helping of skepticism. Because in the end, the most compelling story isn't always the most true - but it might just be the one that changes everything.

Narrative as a Launchpad: How Creative Directors Propel Tech Ventures Like Humane's AI Pin

একটি লঞ্চপ্যাড হিসাবে আখ্যান: কিভাবে ক্রিয়েটিভ ডিরেক্টররা হিউম্যানের এআই পিনের মতো টেক ভেঞ্চারকে এগিয়ে দেয়

Erzählung als Startrampe: Wie Kreativdirektoren Technologieunternehmen wie Humanes KI vorantreiben Pin

La narrativa como plataforma de lanzamiento: cómo los directores creativos impulsan empresas tecnológicas como la IA de Humane

Le récit comme rampe de lancement : comment les directeurs créatifs propulsent les entreprises technologiques comme l'IA de Humane

लॉन्चपैड के रूप में कथा: कैसे क्रिएटिव डायरेक्टर्स ह्यूमेन के एआई पिन जैसे तकनीकी उपक्रमों को आगे बढ़ाते हैं

物語を発射台として: クリエイティブ ディレクターが Humane の AI Pin のようなテクノロジー ベンチャーを推進する方法

런치패드로서의 내러티브: 크리에이티브 디렉터가 Humane의 AI 핀과 같은 기술 벤처를 추진하는 방법

Narrativa como plataforma de lançamento: como os diretores criativos impulsionam empreendimentos tecnológicos como o AI Pin da Humane

Нарратив как стартовая площадка: как креативные директора продвигают технологические предприятия, как пин от Humane об искусственном интеллекте

Bir Başlatma Paneli Olarak Anlatı: Yaratıcı Yönetmenler, Humane'nin Yapay Zeka Pinini Benzeri Teknoloji Girişimlerini Nasıl İlerletir?

Tường thuật như một bệ phóng: Cách các Giám đốc Sáng tạo Thúc đẩy các dự án mạo hiểm công nghệ giống như Ghim AI của Humane

叙事作为启动板：创意总监如何推动 Humane 的 AI Pin 等科技企业的发展

My 30-Day Journey on a Dark Web Marketplace That Belonged to a Cyber Gang

একটি ডার্ক ওয়েব মার্কেটপ্লেসে আমার 30-দিনের যাত্রা যা একটি সাইবার গ্যাং এর অন্তর্গত

Meine 30-tägige Reise auf einem Dark Web-Marktplatz, der einer Cyber-Gang gehörte

Mi viaje de 30 días en un mercado de la Dark Web que perteneció a una banda cibernética

Mon voyage de 30 jours sur un marché du Dark Web appartenant à un cyber-gang

डार्क वेब मार्केटप्लेस पर मेरी 30-दिवसीय यात्रा जो एक साइबर गिरोह से संबंधित थी

サイバーギャングが所有するダークウェブマーケットプレイスでの私の30日間の旅

사이버조직이 속한 다크웹 마켓플레이스에서의 30일간의 여정

Minha jornada de 30 dias em um mercado da Dark Web que pertencia a uma gangue cibernética

Мое 30-дневное путешествие по торговой площадке даркнета, принадлежавшей кибербанде

Siber Çeteye Ait Karanlık Web Pazarında 30 Günlük Yolculuğum

Hành trình 30 ngày của tôi trên thị trường web đen thuộc về một băng nhóm mạng

我在网络帮派暗网市场中的 30 天之旅

Six months ago, we launched our startup Spheria.ai, a platform where people can create and host the AI version of themselves. As founders and consumers, we knew that from day 1, we wanted to build a product that would let people claim back their personal data from the abuse of tech giant, and protect user privacy… Today, I'm sharing our experience of having a Head of AI Ethics as the very first employee for your startup and how he turned our naive good intentions into actual science and a foundational framework so we can build a legitimate platform that people trust to create the AI version of themselves. Realizing how little we knew about AI Ethics As most founders, we are focused on delivering a great product and growing the user base while trying to stick to our moral compass. At the very first meeting, Alejandro, our new Head of AI Ethics, brought to us a framework that would help organize the big questions around Privacy and Ethics. Instead of just creating an unorganized list of principles, he immediately cross-referenced ethical frameworks that he had seen across his research and deployed them in existing organizations. Our Head of AI Ethics introduced us to a concept called Procedural Fairness, a framework used by the World Bank to make sure Fairness is at the center of its decisions and policies. So the biggest win (right after the second meeting!) was for us to graduate from a chaotic list of good intentions to using Ethics frameworks that are actually used by researchers in international organizations. Right after that second meeting, we defined four pillars for Spheria to use as our foundation for AI Ethics: Transparency, Fairness and Accountability, and Privacy. Using this framework allowed us to visualize the relations between each pillar and see how one idea can have ripples and implications across multiple pillars. The consequences were immediate: these pillars would immediately lead to asking ourselves the right questions and bring a new dimension of awareness: How do we evaluate Fairness for our product?
How do we make sure all features we create are inclusive?
As a platform that creates new AI based on real ideas, are we accountable for the perpetuation of discrimination?
How are we transparent and accountable when making an arbitrary decision? It's okay not to have all the answers, but we must ask the difficult questions. During our first month, every meeting with our Head of AI Ethics felt like opening Pandora's box in a good way: a million questions arrived around freedom of speech, bias, inclusion, and censorship, and each one felt as legitimate and urgent to answer as the other. “The goal..” Alejandro put it, was to “elevate ourselves to a higher level of confusion”. This mindset that it’s okay to work towards the right answers, as long as we do so in a transparent and inclusive way, would become the foundation of our ethical policy. It became clear this would take time and a lot of consideration. So, we started an internal document to list every question that was brought up during meetings. We needed to keep track of all the ideas. We would write the questions as they came, then spend one minute evaluating if the question was properly asked and what tension it created around which ethical concept, and then where and how that tension would exist in the product or how it's being used. Finally, we would evaluate if this question could be broken down into smaller bits to bring more granularity. For example, the spontaneous question “What is our moderation policy?” needed to be broken down into sub-questions like: “in what cases do we need a moderation policy?”


and “are there laws that want to prevent someone from adding into their own AI's knowledge sensitive or illegal content?”


all the way to: should we filter the input, ie, blocking the owner of an AI from adding illegal content into it? Or should we block the output, ie, the AI from sharing information about illegal content?”


to finally touch the point of tension: “how hard do we need to prevent the perpetuation of immoral content, that is (let's be real) available elsewhere on the internet?” That list of open questions today is significant, but it's also great as it lays our foundations as a company, a moral entity, to give a real direction for the team to build a future we believe in. Be accountable to our users - actions speak louder than words Most companies and startup want users to trust them and will create a nice catch-phrase around “we love privacy”, “we are ethical” and get away with it. After our launch, we saw that our privacy page was the most visited page after our landing page. Users are indeed creating their AI Double, often importing their data from other existing platforms like Instagram, LinkedIn, etc… We knew we had to do more than just a privacy policy, but at the time, we didn't necessarily know how or what to do. Having our Head of AI Ethics in our Team allowed us to act on this and to show our real and tangible work. We created our AI Ethics Hub to show our dedication and our efforts to be transparent and allow users to follow our progress. By creating our AI Ethics Hub we feel we are doing right by our users, especially considering what we're building with Spheria, which is to let people create the AI version of themselves. Our users don't think about all of this when they create their official AI double, but privacy, ethical rules, and transparency are so tightly imbricated into creating your digital second self that, as the makers and founders, it's our job to be transparent, protect privacy and provide ethical rules. We hope this helps in highlighting the difference between startups that are actively engaged in Privacy and Ethics, and those that just put pretty words on their landing page. Setting the foundations for our company's culture Having our Head of AI Ethics join our team so early was the best possible catalyst to help build the right culture at Spheria. De-facto, it put the right values and principles we talked about above at the foundation of our startup, and these foundations will always be present to support the future we're building. “Stay scrappy” is what an investor told me a few months ago. While scrappy does not mean unethical, having a full-time Head of AI Ethics makes us accountable to all our users and accountable to each team member who may speak up against lines being bent. The goal for us is to avoid any future (embarrassing and possibly dishonest) situation similar to when OpenAI's CTO replied, “I don't know” to the journalist asking what data was used to train the new Sora video model. So I'm happy to say that us being on this track definitely helps me sleep at night. It brings me some reassurance and a little boost of confidence to face the thousands of hurdles of growing a startup. It's also a strong signal for users, future hires, and investors to judge us in the light of our actions. Six months ago, we launched our startup Spheria.ai, a platform where people can create and host the AI version of themselves. As founders and consumers, we knew that from day 1, we wanted to build a product that would let people claim back their personal data from the abuse of tech giant , and protect user privacy… create and host the AI version of themselves. claim back their personal data from the abuse of tech giant Today, I'm sharing our experience of having a Head of AI Ethics as the very first employee for your startup and how he turned our naive good intentions into actual science and a foundational framework so we can build a legitimate platform that people trust to create the AI version of themselves. I'm sharing our experience of having a Head of AI Ethics as the very first employee for your startup Realizing how little we knew about AI Ethics Realizing how little we knew about AI Ethics As most founders, we are focused on delivering a great product and growing the user base while trying to stick to our moral compass. At the very first meeting, Alejandro, our new Head of AI Ethics, brought to us a framework that would help organize the big questions around Privacy and Ethics. Instead of just creating an unorganized list of principles, he immediately cross-referenced ethical frameworks that he had seen across his research and deployed them in existing organizations. Our Head of AI Ethics introduced us to a concept called Procedural Fairness, a framework used by the World Bank to make sure Fairness is at the center of its decisions and policies. So the biggest win (right after the second meeting!) was for us to graduate from a chaotic list of good intentions to using Ethics frameworks that are actually used by researchers in international organizations. Right after that second meeting, we defined four pillars for Spheria to use as our foundation for AI Ethics: Transparency, Fairness and Accountability, and Privacy. Using this framework allowed us to visualize the relations between each pillar and see how one idea can have ripples and implications across multiple pillars. Transparency, Fairness and Accountability, and Privacy. The consequences were immediate: these pillars would immediately lead to asking ourselves the right questions and bring a new dimension of awareness: How do we evaluate Fairness for our product? How do we make sure all features we create are inclusive? As a platform that creates new AI based on real ideas, are we accountable for the perpetuation of discrimination? How are we transparent and accountable when making an arbitrary decision? How do we evaluate Fairness for our product? How do we make sure all features we create are inclusive? As a platform that creates new AI based on real ideas, are we accountable for the perpetuation of discrimination? How are we transparent and accountable when making an arbitrary decision? It's okay not to have all the answers, but we must ask the difficult questions. It's okay not to have all the answers, but we must ask the difficult questions. During our first month, every meeting with our Head of AI Ethics felt like opening Pandora's box in a good way: a million questions arrived around freedom of speech, bias, inclusion, and censorship, and each one felt as legitimate and urgent to answer as the other. “The goal..” Alejandro put it, was to “elevate ourselves to a higher level of confusion”. This mindset that it’s okay to work towards the right answers, as long as we do so in a transparent and inclusive way, would become the foundation of our ethical policy. It became clear this would take time and a lot of consideration. So, we started an internal document to list every question that was brought up during meetings. We needed to keep track of all the ideas. We would write the questions as they came, then spend one minute evaluating if the question was properly asked and what tension it created around which ethical concept, and then where and how that tension would exist in the product or how it's being used. Finally, we would evaluate if this question could be broken down into smaller bits to bring more granularity. For example, the spontaneous question “What is our moderation policy?” needed to be broken down into sub-questions like: “in what cases do we need a moderation policy?” and “are there laws that want to prevent someone from adding into their own AI's knowledge sensitive or illegal content?” all the way to: should we filter the input, ie, blocking the owner of an AI from adding illegal content into it? Or should we block the output, ie, the AI from sharing information about illegal content?” to finally touch the point of tension: “how hard do we need to prevent the perpetuation of immoral content, that is (let's be real) available elsewhere on the internet?” “in what cases do we need a moderation policy?” “in what cases do we need a moderation policy?” and “are there laws that want to prevent someone from adding into their own AI's knowledge sensitive or illegal content?” and “are there laws that want to prevent someone from adding into their own AI's knowledge sensitive or illegal content?” all the way to: should we filter the input, ie, blocking the owner of an AI from adding illegal content into it? Or should we block the output, ie, the AI from sharing information about illegal content?” all the way to: should we filter the input, ie, blocking the owner of an AI from adding illegal content into it? Or should we block the output, ie, the AI from sharing information about illegal content?” to finally touch the point of tension: “how hard do we need to prevent the perpetuation of immoral content, that is (let's be real) available elsewhere on the internet?” to finally touch the point of tension: “how hard do we need to prevent the perpetuation of immoral content, that is (let's be real) available elsewhere on the internet?” That list of open questions today is significant, but it's also great as it lays our foundations as a company, a moral entity, to give a real direction for the team to build a future we believe in. Be accountable to our users - actions speak louder than words Most companies and startup want users to trust them and will create a nice catch-phrase around “we love privacy”, “we are ethical” and get away with it. After our launch, we saw that our privacy page was the most visited page after our landing page. Users are indeed creating their AI Double, often importing their data from other existing platform s like Instagram, LinkedIn, etc… creating their AI Double, often importing their data from other existing platform We knew we had to do more than just a privacy policy, but at the time, we didn't necessarily know how or what to do. Having our Head of AI Ethics in our Team allowed us to act on this and to show our real and tangible work. We created our AI Ethics Hub to show our dedication and our efforts to be transparent and allow users to follow our progress. AI Ethics Hub AI Ethics Hub By creating our AI Ethics Hub we feel we are doing right by our users, especially considering what we're building with Spheria, which is to let people create the AI version of themselves. Our users don't think about all of this when they create their official AI double, but privacy, ethical rules, and transparency are so tightly imbricated into creating your digital second self that, as the makers and founders, it's our job to be transparent, protect privacy and provide ethical rules. We hope this helps in highlighting the difference between startups that are actively engaged in Privacy and Ethics, and those that just put pretty words on their landing page. Setting the foundations for our company's culture Having our Head of AI Ethics join our team so early was the best possible catalyst to help build the right culture at Spheria. De-facto, it put the right values and principles we talked about above at the foundation of our startup, and these foundations will always be present to support the future we're building. “Stay scrappy” is what an investor told me a few months ago. While scrappy does not mean unethical, having a full-time Head of AI Ethics makes us accountable to all our users and accountable to each team member who may speak up against lines being bent. The goal for us is to avoid any future (embarrassing and possibly dishonest) situation similar to when OpenAI's CTO replied, “I don't know” to the journalist asking what data was used to train the new Sora video model. OpenAI's CTO replied, “I don't know” So I'm happy to say that us being on this track definitely helps me sleep at night. It brings me some reassurance and a little boost of confidence to face the thousands of hurdles of growing a startup. It's also a strong signal for users, future hires, and investors to judge us in the light of our actions.

Why Your AI Startup Should Hire a Head of AI Ethics on Day 1

2 weeks, 4-5 hours of Sleep each day, and the Birth of Miraki: A Savage Hackathon Tale Let's be real, most hackathons are a chaotic circus. You've got sleep-deprived devs chugging energy drinks like it's water, half-baked ideas flying around, and enough tech jargon to make your head spin. But hey, that's where the magic (or madness) happens. My team decided to dive headfirst into the Web3 online hackathon with a mission to make life less miserable for DAO contributors. You know the drill – tools scattered across the internet like lost socks, communication breakdowns that would give couples therapy a run for its money, and a general sense of "Where the heck is anything? Introducing Miraki: VS Code for DAO tools This is just a small explainer. More details about Miraki and the team behind will be published in later blogs. Miraki is our brainchild, a browser-based devtool that aims to bring order to the wild world of DAOs. Think of it as VSCode, but with a Web3 twist. Here's the breakdown: Workspaces: Your customizable command center for a specific DAO or project. Imagine all those DAO tools finally living in harmony, under one glorious roof. Public or private spaces – you choose the level of chaos you're comfortable with. Anyone who wants to participate in your DAO or project can join your workspace (if public) and they’ll see all the apps the workspace uses in the dashboard along with all the activities within.



Apps: Like VS Code extensions, but for all your DAO needs. Plug in Trello for project management, Snapshot for voting, or even Confluence for collectively losing your minds over documentation. All these apps can be found on miraki app store, and in case you have a specific app that hasn’t been made yet, you can make it yourself.


Universal Search: Because let's face it, nobody has time to play hide-and-seek with vital info across a million different tools. One single search box for entire workspace. Your contributors will be able to search across different apps within the workspace. The Hackathon Hustle: Caffeine, Code, and Controlled Chaos The frontend was a React party, with TypeScript and Vite adding that extra bit of class. Our MVP sported three must-have apps: Trello, Snapshot, and DappSuit (swagger UI for Solana programs) to show that integration of such diverse app into one platform is possible. Shoutout to Turbo monorepo for keeping our sprawling codebase from turning into a spaghetti monster. We ideated fancy isolation techniques for our apps: iframes, web workers, we read blogs from figma to understand how they implemented plugins, we digged deep into vs-codes original source code, the whole nine yards. But pragmatism won the day – in the true spirit of hackathons, we embraced the "it works (for now)" mantra to avoid disappearing down that rabbit hole. The backend? Django and Postgres, a classic combo for building the foundation of our little empire. React Pluggable gave us that sweet extensibility we craved, without the crippling overengineering headaches. And that’s how we managed to wrap up the project just a day before last submission date. The Savage Truth Was it smooth sailing? Pfft. More like navigating a storm in a leaky boat. But amidst the sleep deprivation, the caffeine-induced jitters, and enough bugs to rival an Amazon rainforest, a truly useful tool emerged. Miraki ain't perfect (yet), but it's got the potential to make DAOs less of a soul-sucking experience for everyone involved. And that, my friends, is what hackathons are all about – taking a problem, caffeinating yourself into oblivion, and emerging with something that might just make the tech world a slightly better place. So, what's next for Miraki? We're aiming to unleash this beast into the wild, gather feedback, and iterate like there's no tomorrow. If you're a fellow DAO dweller tired of feeling like a lost explorer in a digital jungle, stay tuned. Miraki might just be your salvation. PS: The blog is rephrased using Gemini AI. Because the writer was on Leet-code when he should be taking English writing classes. Follow Miraki on https://twitter.com/Miraki_io. All feedback is most-welcomed. You can contact us through email at iampiyushjaiswal103@gmail.com. 2 weeks, 4-5 hours of Sleep each day, and the Birth of Miraki: A Savage Hackathon Tale 2 weeks, 4-5 hours of Sleep each day, and the Birth of Miraki: A Savage Hackathon Tale Let's be real, most hackathons are a chaotic circus. You've got sleep-deprived devs chugging energy drinks like it's water, half-baked ideas flying around, and enough tech jargon to make your head spin. But hey, that's where the magic (or madness) happens. My team decided to dive headfirst into the Web3 online hackathon with a mission to make life less miserable for DAO contributors. You know the drill – tools scattered across the internet like lost socks, communication breakdowns that would give couples therapy a run for its money, and a general sense of "Where the heck is anything? Introducing Miraki: VS Code for DAO tools Introducing Miraki: VS Code for DAO tools This is just a small explainer. More details about Miraki and the team behind will be published in later blogs. This is just a small explainer. More details about Miraki and the team behind will be published in later blogs. Miraki is our brainchild, a browser-based devtool that aims to bring order to the wild world of DAOs. Think of it as VSCode, but with a Web3 twist. Here's the breakdown: Workspaces: Your customizable command center for a specific DAO or project. Imagine all those DAO tools finally living in harmony, under one glorious roof. Public or private spaces – you choose the level of chaos you're comfortable with. Anyone who wants to participate in your DAO or project can join your workspace (if public) and they’ll see all the apps the workspace uses in the dashboard along with all the activities within. Apps: Like VS Code extensions, but for all your DAO needs. Plug in Trello for project management, Snapshot for voting, or even Confluence for collectively losing your minds over documentation. All these apps can be found on miraki app store, and in case you have a specific app that hasn’t been made yet, you can make it yourself. Universal Search: Because let's face it, nobody has time to play hide-and-seek with vital info across a million different tools. One single search box for entire workspace. Your contributors will be able to search across different apps within the workspace. Workspaces: Your customizable command center for a specific DAO or project. Imagine all those DAO tools finally living in harmony, under one glorious roof. Public or private spaces – you choose the level of chaos you're comfortable with. Anyone who wants to participate in your DAO or project can join your workspace (if public) and they’ll see all the apps the workspace uses in the dashboard along with all the activities within. Workspaces: Your customizable command center for a specific DAO or project. Imagine all those DAO tools finally living in harmony, under one glorious roof. Public or private spaces – you choose the level of chaos you're comfortable with. Anyone who wants to participate in your DAO or project can join your workspace (if public) and they’ll see all the apps the workspace uses in the dashboard along with all the activities within. Workspaces: Apps: Like VS Code extensions, but for all your DAO needs. Plug in Trello for project management, Snapshot for voting, or even Confluence for collectively losing your minds over documentation. All these apps can be found on miraki app store, and in case you have a specific app that hasn’t been made yet, you can make it yourself. Apps : Like VS Code extensions, but for all your DAO needs. Plug in Trello for project management, Snapshot for voting, or even Confluence for collectively losing your minds over documentation. All these apps can be found on miraki app store, and in case you have a specific app that hasn’t been made yet, you can make it yourself. Apps Universal Search: Because let's face it, nobody has time to play hide-and-seek with vital info across a million different tools. One single search box for entire workspace. Your contributors will be able to search across different apps within the workspace. Universal Search: Because let's face it, nobody has time to play hide-and-seek with vital info across a million different tools. One single search box for entire workspace. Your contributors will be able to search across different apps within the workspace. Universal Search: The Hackathon Hustle: Caffeine, Code, and Controlled Chaos The Hackathon Hustle: Caffeine, Code, and Controlled Chaos The frontend was a React party, with TypeScript and Vite adding that extra bit of class. Our MVP sported three must-have apps: Trello, Snapshot, and DappSuit (swagger UI for Solana programs) to show that integration of such diverse app into one platform is possible. Shoutout to Turbo monorepo for keeping our sprawling codebase from turning into a spaghetti monster. We ideated fancy isolation techniques for our apps: iframes, web workers, we read blogs from figma to understand how they implemented plugins, we digged deep into vs-codes original source code, the whole nine yards. But pragmatism won the day – in the true spirit of hackathons, we embraced the "it works (for now)" mantra to avoid disappearing down that rabbit hole. figma The backend? Django and Postgres, a classic combo for building the foundation of our little empire. React Pluggable gave us that sweet extensibility we craved, without the crippling overengineering headaches. And that’s how we managed to wrap up the project just a day before last submission date. React Pluggable The Savage Truth The Savage Truth Was it smooth sailing? Pfft . Pfft More like navigating a storm in a leaky boat. But amidst the sleep deprivation, the caffeine-induced jitters, and enough bugs to rival an Amazon rainforest, a truly useful tool emerged. Miraki ain't perfect (yet), but it's got the potential to make DAOs less of a soul-sucking experience for everyone involved. And that, my friends, is what hackathons are all about – taking a problem, caffeinating yourself into oblivion, and emerging with something that might just make the tech world a slightly better place. So, what's next for Miraki? So, what's next for Miraki? We're aiming to unleash this beast into the wild, gather feedback, and iterate like there's no tomorrow. If you're a fellow DAO dweller tired of feeling like a lost explorer in a digital jungle, stay tuned. Miraki might just be your salvation. PS: The blog is rephrased using Gemini AI. Because the writer was on Leet-code when he should be taking English writing classes. PS: The blog is rephrased using Gemini AI. Because the writer was on Leet-code when he should be taking English writing classes. Follow Miraki on https://twitter.com/Miraki_io . https://twitter.com/Miraki_io All feedback is most-welcomed. You can contact us through email at iampiyushjaiswal103@gmail.com. iampiyushjaiswal103@gmail.com.

From a Spark of Inspiration to a Product That Makes a Difference – Our Hackathon Journey

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