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A hotel and residence complex, powered by Miracle Estate’s cutting-edge utility NFT strategy, is set to revolutionize real estate investment in Northern Cyprus. Investors who purchase NFTs from the Phoenic Hera project will be able to track their returns from the hotel’s income and its facilities in real time via the Miracle app, all while enjoying a stay at the hotel and benefiting from the project’s many additional amenities. The project is slated for completion in 2027, with groundbreaking scheduled for October 11th. The highly anticipated groundbreaking ceremony for the new hotel and residence complex, Phoenic Hera, in Northern Cyprus took place on Friday, October 11th. Miracle Estate, a subsidiary of Miracle Technologies Group, which develops asset-backed blockchain projects, decentralized finance solutions, and mobile POS technologies, has laid the foundation for its new hotel and real estate project, Phoenic Hera, powered by blockchain and advanced technological infrastructure. The real estate project, which will feature a hotel and residence complex, will be located in Northern Cyprus, just 50 minutes from the airport and 60 minutes from two major city centers. Investors who purchase NFTs to participate in the project will enjoy free stays throughout the year and access to all hotel amenities. They will also earn rewards from the hotel’s operations, trade their NFTs, and acquire Phoenic Token, the native token of the Miracle ecosystem. As part of the project, Miracle Estate plans to invest a portion of its revenue into Phoenic Token to enhance the benefits for NFT holders. Located in one of the most valuable investment areas The complex will be built in the heart of a region that has been consistently recognized by Forbes magazine as one of the most valuable investment areas in Northern Cyprus since 2021. As part of the Phoenic Token strategy, the project offers a cost-effective alternative to the rising housing prices and shrinking real estate investment opportunities in the area. The groundbreaking ceremony, held on Friday, October 11th, marked the official start of the project. “We are breaking new ground in both the physical and digital worlds,” said Hakan Törehan, CEO of Miracle Cash & More. “By converting our hotel and real estate project in Northern Cyprus into blockchain-based Utility NFTs, we offer investors comprehensive benefits. Those who acquire Utility NFTs from the hotel project will also become Phoenic Token holders, investing in this growing ecosystem and gaining usage rights in both the hotel and residence projects.” Phoenic Token is more than just a token. It is the fuel behind groundbreaking projects like this one. As part of the Phoenic ecosystem, it powers a new generation of digital currencies and asset-backed investments, allowing holders to tap into unique ventures and strengthen their positions in the evolving market. “Turning real-world assets into Utility NFTs in the real estate sector” The construction process for the project, which is expected to generate $600 million in benefits, is planned to be completed within three years. Hakan Törehan shared, “Once the project is complete, investors will be able to enjoy all the services of this hotel complex for free every year. They will track their reward streams in real time through the Miracle App, and thanks to the financing provided by products like Node, Leveller, and Exchange, which power the Miracle ecosystem, investors can make real estate investments at more advantageous prices. Miracle Technologies Group will also invest in Phoenic Token, a utility token. This groundbreaking ceremony is the strongest proof that we are playing a pioneering role in the intersection of the real estate and blockchain sectors, transforming real-world assets into Utility NFTs.” Hakan Törehan, CEO of Miracle Cash & More. also emphasized that Miracle Estate is the real estate and tourism-focused subsidiary of Miracle Technologies Group, a global leader in blockchain technologies. Törehan concluded his remarks by stating: “In May 2024, we announced that we would launch a blockchain-based hotel and real estate project in Northern Cyprus, a region known for its real estate and tourism projects. With the groundbreaking ceremony in the first days of the fourth quarter of the year, we reinforced our belief that projects capable of overcoming regional and cyclical challenges can emerge from the intersection of traditional sectors and new technologies. Phoenic Token, which is not an ordinary utility token, powers unique projects across the Miracle Technologies ecosystem and can be accessed via various exchanges. Investors who purchase the Phoenic Hera Hotel NFT can easily benefit from the project, including the option to acquire additional Phoenic Tokens.” For more information about Phoenic Hera, visit www.phoenichera.com This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here. A hotel and residence complex, powered by Miracle Estate’s cutting-edge utility NFT strategy, is set to revolutionize real estate investment in Northern Cyprus. Investors who purchase NFTs from the Phoenic Hera project will be able to track their returns from the hotel’s income and its facilities in real time via the Miracle app, all while enjoying a stay at the hotel and benefiting from the project’s many additional amenities. The project is slated for completion in 2027, with groundbreaking scheduled for October 11th. The highly anticipated groundbreaking ceremony for the new hotel and residence complex, Phoenic Hera, in Northern Cyprus took place on Friday, October 11th. Miracle Estate, a subsidiary of Miracle Technologies Group, which develops asset-backed blockchain projects, decentralized finance solutions, and mobile POS technologies, has laid the foundation for its new hotel and real estate project, Phoenic Hera , powered by blockchain and advanced technological infrastructure. Phoenic Hera The real estate project, which will feature a hotel and residence complex, will be located in Northern Cyprus, just 50 minutes from the airport and 60 minutes from two major city centers. Investors who purchase NFTs to participate in the project will enjoy free stays throughout the year and access to all hotel amenities. They will also earn rewards from the hotel’s operations, trade their NFTs, and acquire Phoenic Token, the native token of the Miracle ecosystem. As part of the project, Miracle Estate plans to invest a portion of its revenue into Phoenic Token to enhance the benefits for NFT holders. Located in one of the most valuable investment areas The complex will be built in the heart of a region that has been consistently recognized by Forbes magazine as one of the most valuable investment areas in Northern Cyprus since 2021. As part of the Phoenic Token strategy, the project offers a cost-effective alternative to the rising housing prices and shrinking real estate investment opportunities in the area. The groundbreaking ceremony, held on Friday, October 11th, marked the official start of the project. “We are breaking new ground in both the physical and digital worlds,” said Hakan Törehan, CEO of Miracle Cash & More. “By converting our hotel and real estate project in Northern Cyprus into blockchain-based Utility NFTs, we offer investors comprehensive benefits. Those who acquire Utility NFTs from the hotel project will also become Phoenic Token holders, investing in this growing ecosystem and gaining usage rights in both the hotel and residence projects.” “ We are breaking new ground in both the physical and digital worlds, ” said Hakan Törehan, CEO of Miracle Cash & More. “ By converting our hotel and real estate project in Northern Cyprus into blockchain-based Utility NFTs, we offer investors comprehensive benefits. Those who acquire Utility NFTs from the hotel project will also become Phoenic Token holders, investing in this growing ecosystem and gaining usage rights in both the hotel and residence projects.” We are breaking new ground in both the physical and digital worlds, By converting our hotel and real estate project in Northern Cyprus into blockchain-based Utility NFTs, we offer investors comprehensive benefits. Those who acquire Utility NFTs from the hotel project will also become Phoenic Token holders, investing in this growing ecosystem and gaining usage rights in both the hotel and residence projects.” Phoenic Token is more than just a token. It is the fuel behind groundbreaking projects like this one. As part of the Phoenic ecosystem, it powers a new generation of digital currencies and asset-backed investments, allowing holders to tap into unique ventures and strengthen their positions in the evolving market. “Turning real-world assets into Utility NFTs in the real estate sector” The construction process for the project, which is expected to generate $600 million in benefits, is planned to be completed within three years. Hakan Törehan shared, “Once the project is complete, investors will be able to enjoy all the services of this hotel complex for free every year. They will track their reward streams in real time through the Miracle App, and thanks to the financing provided by products like Node, Leveller, and Exchange, which power the Miracle ecosystem, investors can make real estate investments at more advantageous prices. Miracle Technologies Group will also invest in Phoenic Token, a utility token. This groundbreaking ceremony is the strongest proof that we are playing a pioneering role in the intersection of the real estate and blockchain sectors, transforming real-world assets into Utility NFTs.” Hakan Törehan shared, “ Once the project is complete, investors will be able to enjoy all the services of this hotel complex for free every year. They will track their reward streams in real time through the Miracle App, and thanks to the financing provided by products like Node, Leveller, and Exchange, which power the Miracle ecosystem, investors can make real estate investments at more advantageous prices. Miracle Technologies Group will also invest in Phoenic Token, a utility token. This groundbreaking ceremony is the strongest proof that we are playing a pioneering role in the intersection of the real estate and blockchain sectors, transforming real-world assets into Utility NFTs.” Once the project is complete, investors will be able to enjoy all the services of this hotel complex for free every year. They will track their reward streams in real time through the Miracle App, and thanks to the financing provided by products like Node, Leveller, and Exchange, which power the Miracle ecosystem, investors can make real estate investments at more advantageous prices. Miracle Technologies Group will also invest in Phoenic Token, a utility token. This groundbreaking ceremony is the strongest proof that we are playing a pioneering role in the intersection of the real estate and blockchain sectors, transforming real-world assets into Utility NFTs.” Hakan Törehan, CEO of Miracle Cash & More. also emphasized that Miracle Estate is the real estate and tourism-focused subsidiary of Miracle Technologies Group, a global leader in blockchain technologies. Törehan concluded his remarks by stating: “In May 2024, we announced that we would launch a blockchain-based hotel and real estate project in Northern Cyprus, a region known for its real estate and tourism projects. With the groundbreaking ceremony in the first days of the fourth quarter of the year, we reinforced our belief that projects capable of overcoming regional and cyclical challenges can emerge from the intersection of traditional sectors and new technologies. Phoenic Token, which is not an ordinary utility token, powers unique projects across the Miracle Technologies ecosystem and can be accessed via various exchanges. Investors who purchase the Phoenic Hera Hotel NFT can easily benefit from the project, including the option to acquire additional Phoenic Tokens.” “ In May 2024, we announced that we would launch a blockchain-based hotel and real estate project in Northern Cyprus, a region known for its real estate and tourism projects. With the groundbreaking ceremony in the first days of the fourth quarter of the year, we reinforced our belief that projects capable of overcoming regional and cyclical challenges can emerge from the intersection of traditional sectors and new technologies. Phoenic Token, which is not an ordinary utility token, powers unique projects across the Miracle Technologies ecosystem and can be accessed via various exchanges. Investors who purchase the Phoenic Hera Hotel NFT can easily benefit from the project, including the option to acquire additional Phoenic Tokens. ” In May 2024, we announced that we would launch a blockchain-based hotel and real estate project in Northern Cyprus, a region known for its real estate and tourism projects. With the groundbreaking ceremony in the first days of the fourth quarter of the year, we reinforced our belief that projects capable of overcoming regional and cyclical challenges can emerge from the intersection of traditional sectors and new technologies. Phoenic Token, which is not an ordinary utility token, powers unique projects across the Miracle Technologies ecosystem and can be accessed via various exchanges. Investors who purchase the Phoenic Hera Hotel NFT can easily benefit from the project, including the option to acquire additional Phoenic Tokens. For more information about Phoenic Hera, visit www.phoenichera.com www.phoenichera.com www.phoenichera.com www.phoenichera.com This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here. This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here . here here

Miracle Estate Breaks Ground on Project Aimed At Solving Cyprus’s Real Estate Challenges With NFTs

شركة Miracle Estate تبدأ العمل في مشروع يهدف إلى حل تحديات العقارات في قبرص باستخدام NFTs

Miracle Estate ukax Proyecto ukaruw uñt’ayi, ukax Chipre markan Inmuebles ukan jan walt’awinakapar NFTs ukanakamp askichañatakiw amtata

Miracle Estate поставя началото на проект, насочен към решаване на предизвикателствата на Кипър с недвижимите имоти с NFT

এনএফটি-এর সাহায্যে সাইপ্রাসের রিয়েল এস্টেট চ্যালেঞ্জগুলি সমাধানের লক্ষ্যে মিরাকল এস্টেট প্রকল্পের উপর ভিত্তি করে

Miracle Estate inicia un proyecto destinado a resolver los desafíos inmobiliarios de Chipre con NFT

Miracle Estate murtuu hankkeessa, jonka tavoitteena on ratkaista Kyproksen kiinteistöhaasteet NFT:n avulla

Miracle Estate-ը սկսում է հիմք ընդունել Կիպրոսի անշարժ գույքի հետ կապված մարտահրավերները NFT-ների միջոցով լուծելու նախագիծը

ミラクルエステート、NFTでキプロスの不動産問題を解決するプロジェクトに着手

Miracle Estate Ebuki Mabele na Projet oyo ezali na tina ya kosilisa mikakatano ya Chypre mpo na makambo ya mombongo na ba NFT

Miracle Estate dia manapaka ny tany amin'ny tetikasa mikendry ny famahana ny olan'ny fananan'i Chypre miaraka amin'ny NFTs

Miracle Estate го пробива теренот на проектот насочен кон решавање на предизвиците на Кипар за недвижнини со NFTs

ተኣምራዊ ንብረት ንብድሆታት ንብረት ቆጵሮስ ብኤንኤፍቲ ንምፍታሕ ዝዓለመ ፕሮጀክት መሰረት ሰቢሩ

Welcome to our exclusive interview with Aimei Wei, the dynamic CTO of Stellar Cyber. Today, Aimei shares her remarkable journey in the tech world, her pivotal role in shaping Stellar Cyber's innovative cybersecurity approaches, and her vision of the evolving landscape of AI in cybersecurity. As we delve into her insights and experiences, prepare to be inspired by her unique perspective on technology, leadership, and the future of cyber defense. : Vested Interest Disclosure This author is an independent contributor publishing via our . Be it through direct compensation, media partnerships, or networking, the author has a vested interest in the company/ies mentioned in this story. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR brand-as-author program From Code to CTO: Aimei Wei's Inspiring Journey in Tech Hi Aimei; it's a pleasure to have you with us today. Stellar Cyber is known for helping organizations take control of their cybersecurity operations. Could you start by telling us about your journey in the tech industry and what led you to your role as CTO at Stellar Cyber? Ishan Pandey: I got interested in computers as I entered college, so I studied Computer Science, and then I left China and came to Canada with less than $300 to earn a Master’s degree at Queen’s University in Kingston. Aimei Wei: I have always had a desire to work in a startup, even though I had a good career at Cisco Systems. With my kids grown up, I saw my husband launch Aerohive Networks and I thought I should take my turn and try it myself. While at Cisco, I saw the industry move from a perimeter-based model to an “anywhere is an attach point” model. I saw security becoming more and more important, and I realized that most security tools required a lot of work for very little reward – there were thousands of alerts issued by a tool, but only a few of them really mattered, and analysts spent their days chasing alerts and often not discovering complex attacks for weeks or even months. My inspiration for starting Stellar Cyber was to simplify and unify cybersecurity so analysts could get direct, actionable advice about which threats to chase and when. : Stellar Cyber's Open XDR platform stands out for its AI-driven approach to security operations. How do you see AI and machine learning transforming the field of cybersecurity, especially in threat detection and response? Ishan Pandey Cybersecurity detection and response is a heavily data-intensive process. Generally speaking, AI should be able to help organizations improve their security posture by detecting and responding to threats more quickly and accurately than with traditional methods, because it can analyze more data more quickly than humans can. Aimei Wei: An AI-driven cybersecurity platform can report detections as context-based incidents with specific pointers about how to address them, making it much easier and faster to investigate and remediate attacks. With the latest developments in Large Language Models, an AI-driven cybersecurity platform can potentially allow users to interact with the platform using natural language. This greatly eases the cybersecurity analyst shortage by enabling the use of lower-skilled security analysts who may be more readily available, as well as less expensive. Another point is that most cybersecurity defense solutions to date have been reactive, rather than proactive - you’re always behind the curve because you only learn about an attack after it’s well underway. Our AI-driven Open XDR Platform allows organizations to really take control of their security environment because it integrates with all existing security tools to continually scan the entire infrastructure and immediately alert analysts to potential threats. With the increasing complexity of cyber threats, what are the key challenges that your platform addresses? And how does Stellar Cyber's AI technology specifically tackle these challenges? Ishan Pandey: Our AI-driven Open XDR platform automates threat detection and response, so it allows security teams to focus on more complex tasks. For example, our platform can detect and automatically respond to commodity attacks like phishing emails, malware, and others, leaving analysts relatively free to dive into more complex, human-operated attacks. Aimei Wei: Our AI can also analyze user behavior patterns and detect anomalous behavior that could indicate a threat:  it uses Machine Learning algorithms to detect and respond to suspicious user activity in real time, using a baseline understanding of what constitutes normal user behavior. Security Information and Event Management (SIEM) and Extended Detection and Response (XDR) are crucial in cybersecurity. How does Stellar Cyber's platform integrate with these systems, and what advantages does it offer over traditional methods? Ishan Pandey: Our platform is an XDR solution that includes a next-generation SIEM as well as a  SOAR, NDR, UEBA and TIP function, all under one license, so it delivers a lot of cybersecurity functionality out of the box. However, it also comes with built-in integrations with every other popular third-party security tool, which allows customers to continue leveraging their investments in their existing EDAs or other solutions. Aimei Wei: Our platform uniquely forms the basis of a SecOps center that collects, analyzes and responds to security data from throughout the infrastructure, offering a truly holistic view of an organization’s security posture and the ability to protect it effectively, giving users real control over their security. Considering the future, where do you see the role of AI in cybersecurity heading? And how is Stellar Cyber preparing to adapt and lead in this evolving landscape? Ishan Pandey: Our company was a pioneer in the use of AI, and I believe AI will become more adept at threat detection and response, automating security operations, enabling predictive analytics, and becoming easier and easier to use. Aimei Wei: For example, we use AI to create prioritized lists of threats with specific pointers about how to address them, and we are now integrating Generative AI technology into our platform to enable users to interact with it using natural language. Lastly, for organizations looking to enhance their cybersecurity measures, what advice would you offer, especially in terms of leveraging AI and machine learning technologies? Ishan Pandey: There’s a lot of AI hype and mistrust in the marketplace, so the first thing organizations should do is to educate themselves on how AI works in cybersecurity platforms. Risk managers can improve their trust in AI by thoroughly understanding how AI arrives at its conclusions, and by ensuring that any baseline profiling for AI or ML is done with the organization’s own data. Aimei Wei: AI-powered cybersecurity platforms can generate a false sense of security that leads to complacency, so organizations should periodically cross-check AI-generated results to ensure that they’re accurate. Finally, AI systems can themselves be vulnerable to cyberattacks. Given the potential for heightened attack damage, organizations must take steps to fully secure their AI-driven cybersecurity systems. Don’t forget to like and share the story!

Redefining Cybersecurity: Aimei Wei’s Game-Changing Vision at Stellar Cyber

সাইবার সিকিউরিটি পুনঃসংজ্ঞায়িত করা: স্টেলার সাইবারে আইমি ওয়েই এর গেম-চেঞ্জিং ভিশন

Cybersicherheit neu definieren: Aimei Weis bahnbrechende Vision bei Stellar Cyber

Redefiniendo la ciberseguridad: la visión revolucionaria de Aimei Wei en Stellar Cyber

Redéfinir la cybersécurité : la vision révolutionnaire d'Aimei Wei chez Stellar Cyber

साइबर सुरक्षा को फिर से परिभाषित करना: स्टेलर साइबर में एमी वेई का गेम-चेंजिंग विजन

サイバーセキュリティの再定義: Stellar Cyber における Aimei Wei の革新的なビジョン

사이버 보안 재정의: Stellar Cyber에서 Aimei Wei의 판도를 바꾸는 비전

Redefinindo a segurança cibernética: a visão revolucionária de Aimei Wei na Stellar Cyber

Переосмысление кибербезопасности: революционная концепция Аймэй Вэй в Stellar Cyber

Siber Güvenliği Yeniden Tanımlamak: Aimei Wei'nin Stellar Cyber'de Oyunun Kurallarını Değiştiren Vizyonu

Định nghĩa lại an ninh mạng: Tầm nhìn thay đổi cuộc chơi của Aimei Wei tại Stellar Cyber

重新定义网络安全：Aimei Wei 在 Stellar Cyber 的改变游戏规则的愿景

Philochristus: Memoirs of a Disciple of the Lord by Edwin Abbott Abbott is part of the HackerNoon Books Series. You can jump to any chapter in this book . How Xanthias the Alexandrine said that the philosophy of Jesus aimed at the taking in of the Gentiles into the Kingdom, and at the enfranchisement of slaves; and how he found fault with Jesus for that he called himself the Son of man. here How Xanthias the Alexandrine said that the philosophy of Jesus aimed at the taking in of the Gentiles into the Kingdom, and at the enfranchisement of slaves; and how he found fault with Jesus for that he called himself the Son of man. Between the Feast of Passover and the Feast of Weeks I was not much with Jesus; for when I perceived that Jesus was in no instant peril, I returned to Sepphoris for a while, partly by reason of my mother’s health, and partly to gather in the harvest. And during this time, when it was perceived that Jesus went not up to the Passover, neither made any levy of the people as had been expected, the Pharisees for a while ceased to lay snares for him: and the common people, though they murmured that he went not up to Jerusalem, nevertheless had him in honour. But the harvest being now over, when I went back to meet Jesus at Capernaum, I found there one of mine acquaintance, a merchant (whom I had known at Alexandria in my uncle’s house), a Greek learned in the knowledge of the Greeks. This man was not a proselyte; neither did he in any wise conform himself to the Law of Moses. But he spake of himself, at that time, as a seeker after truth; for he did not join himself to any of the schools of the Gentile philosophers, but chose forth from each whatsoever seemed to him useful or true. He had read our Scriptures, and was greatly given to the study of our psalms and prophecies; and when he had heard me speak of Jesus of Nazareth as being our Messiah, his heart was moved to hear Jesus preach the gospel. So it came to pass, about the first or second Sabbath after the Feast of Weeks, he accompanied me into the synagogue where Jesus was to speak to the people. But as I went, I perceived Abuyah the son of Elishah; and with him were certain of the Sadducees, and some also of the Herodians. And when I saw them, I knew that they had come for no good purpose. And so it proved. For when we were now assembled in the synagogue, Abuyah came forward and said to Jesus, “Behold, thou art a vessel very full of knowledge, and the people are come together at thy feet for to hear of thee the words of wisdom, according as it is said, ‘Powder thyself in the dust of the feet of the wise, and drink their words with thirstiness.’ Now therefore, I pray thee, suffer me to ask of thee touching a certain matter.” And Jesus said, “Ask.” And Abuyah said, “Is it lawful for a man to put away his wife?” Now when Abuyah spake these words, all the Herodians and Sadducees listened with greedy ears, as though they would devour the words that fell from Jesus, if perchance he should say something against Herod the Tetrarch. For Herod had put away his own wife and had married Herodias, the wife of his brother Herod Philip, which thing was not lawful for him to do. And it was for this cause that Abuyah had asked the question. For the Pharisees considered that in this way they would do one of two things; either they would incense Herod against Jesus (even as they had incensed him against John the son of Zachariah, whose death they had procured), or else they would cause Jesus to appear unto the people a time-server and a prophet of smooth things, a prophet not to be trusted. But Jesus knew their devices and said to Abuyah, “What did Moses command you?” And Abuyah said, “Moses suffered a man to write a bill of divorcement and to put his wife away.” But Jesus answered and said, “For the hardness of your hearts he wrote you this precept. But from the beginning of the creation God made them male and female. For this cause shall a man leave his father and mother, and cleave to his wife: and they twain shall be one flesh. So then they are no more twain, but one flesh. What therefore God hath joined together let not man put asunder.” By these words we understood Jesus both to find fault with them that allowed of divorce for every slight cause (as did certain of the Pharisees); and also to disallow of divorce generally, except (as he afterwards said) for adultery; which alone is, of itself, a divorce. But it was quite after the manner of Jesus to found this doctrine not upon the Law, but upon the nature of things, as it was created in the beginning; teaching that woman was not made as an afterthought, nor as a mere pleasure to the man; but that mankind was made, from the first, male and female. And according to this doctrine did Jesus ever behave towards women, showing unto them not only gentleness and kindness, but also a singular reverence. After these words Jesus began to exhort the people: and he taught them that God requireth purity in the inner parts, namely, in the soul, saying, Not that which goeth into a man defileth a man, but that which cometh out of a man, evil and impure thoughts and deeds, these, he said, defile a man. Hereat many of the disciples were sore grieved that Jesus should thus openly, as it seemed, trample upon the Law of Moses; and from this time certain Essenes that had hitherto followed with us, now altogether left Jesus. And one of the younger Scribes, interrupting him, cried aloud, “He that despiseth the washing of hands shall be rooted out.” But Jesus went on to say, Nay, but every plant that the Father in Heaven had not planted, should be rooted out; and as for the teaching of the Pharisees, he likened it to the tares, the end whereof is to be burned. He also likened them and their pupils to blind men leading other blind men; who should all together fall into the pit. Then he drew, as it were, a model of the New Kingdom; wherein, he said, the only thing needful would be that a man should love God with all the heart, and his neighbours as himself. And when some one asked him who were a man’s neighbours, he replied, in parables, that whosoever was sick, or naked, or an-hungered, or in pain or sorrow, whosoever in fine was in need of aught, that man (yea, even though he were a Samaritan), was neighbour unto each citizen in the New Kingdom; and towards every neighbour the citizens were to do whatsoever they would desire that their neighbours should do unto them. When the people were come forth out of the synagogue, the Greek merchant walked by my side for a while in silence: but Abuyah, who walked behind us, was plainly heard blaming Jesus as one that brake the Law and taught others to break it. Hearing these words, the merchant nodded over his shoulder, and exclaimed, “Yonder pedant, who with his washings would purify the very sun, is altogether void of understanding; else would he perceive that the philosophy of thy Teacher mounteth up to something far higher than the pulling down of the laws of thy nation.” Then he questioned me touching Jesus, and of his former doctrine and manner of life since he had begun to teach; and I replied to all these things and asked of him in turn what he might mean by his words about the philosophy of Jesus. But he seemed rapt for the time in other thoughts, and, instead of answering me, he questioned me further concerning the birth and rearing and childhood of Jesus; and in particular, whether both his parents were of Israel, or whether his mother were not a Greek. But after that I had answered again to all his questioning, when I perceived that he was still musing on his own thoughts, and took no heed of my words, I waxed impatient, and repeated my question somewhat loudly. Then my friend made answer, howbeit not in the way of a direct reply to my question, but rather as still partly meditating with himself: “Thou describest a gracious, a very gracious nature, ignorant of evil throughout his youth, seeing ever in his mind’s eye the Isles of the Blessed, and desiring that same blessedness for all mankind. And lo, whatsoever he desireth that he seeth: for he deceiveth himself, feigning that all things are like unto that beautiful idea which he seeth in his mind.” But I said to the merchant, “Nay, friend Xanthias,” for that was the man’s name, “but when Jesus spake of the Pharisees, did he then seem to thee ignorant of evil?” “Thou didst not give me time,” replied the merchant, “to finish my speech: for I was about to say that, as it seemeth to me, thy teacher is even now awakening to the evil that is in the world; and, becoming at last undeceived, he seeth his fair phantasma vanishing away. Thus his gracious nature, yielding to the over great pressure of the evil that surroundeth him, is becoming marred and wounded. Alas for the pitiful change! For behold, his former life, as thou describest it, was like unto a deer sporting gladly in the woods, to whom the flowers of the fields are as friends, and the wind ever bringeth glad tidings. But to what shall I liken the latter end of his life? It is like unto the same deer wounded by the huntsman, who passeth by the same way, and through the same woods; but she is glad no longer, for the dart still cleaveth to her side, and the flowers delight her no longer, and the breezes are messengers of evil.” I was grieved at his words, and all the more because they agreed with certain fears in the depth of my own heart, whereof I had up to this time made no mention even to Nathanael, no, nor yet unto mine own self. But I was grieved also because the Greek knew not the true nature of Jesus. For he spake of him as of one gracious and lovable, but he knew not the might and the power of our Master, how he was like unto a rock immovable, unchangeable; even such another as the Gentiles fable Atlas to have been, who bore up the world by the strength of his shoulders. For I knew that, if heaven and earth had set themselves in league against Jesus, to make him do aught against the will of the Father, Jesus would have stood up alone against earth and heaven, and hell to boot. Moreover, I had noted how there still came forth from Jesus a new strength to bear each new burden, and a new knowledge to discern each new Revelation from the Father, yea, and a new delight to delight therein. For though it were true indeed, as the Greek had said, that Jesus had sometimes marvelled at evil (when it befel him) as though he had been ignorant thereof before, yet was it also true that he seemed to have become greater through the increase of the knowledge of evil. But Xanthias knew naught of this. For he was deceived by the gentleness of Jesus, not perceiving that this same gentleness of Jesus was stronger than the strength of kings. Therefore was I grieved at his words; but I constrained myself and asked him yet again what he might mean by saying that the philosophy of Jesus mounted to somewhat higher than the pulling down of the Law. Then said the Greek, “Are there then in this country no slaves?” “Thou knowest,” I replied, “that there are slaves: howbeit, not many, nor ill used, nor treated like beasts, as the Gentiles treat them.” Then said he to me, “And wouldst thou willingly be a slave in this country?” I said, “Nay.” “And if thou wert a slave, wouldst thou wish that thy master should retain thee as a slave, or should enfranchise thee?” I replied, “The latter.” Then said the Greek with a smile, “But if ye all became followers of Jesus of Nazareth, would ye not perforce confess that all men were your neighbours, yea, even Greeks and Romans; yea, even Samaritans; yea, even your own slaves?” Then was I silent: for I understood now that his meaning was, that the teaching of Jesus would in the end bring to pass the enfranchising of all slaves, and I knew not what to reply. But he, still smiling, said, “I perceive that thou understandest my meaning. For the teaching of thy Master aimeth at nothing less than the destroying of all manner of slavery. But without slavery the race of man neither hath existed, nor can exist, as thou knowest very well. For without slaves no work could be performed except the tilling of the land, which alone is fit for free men.” I said then to him that in Israel there was not the same disliking of handicrafts as among the Greeks and Romans. But he said, “Dost thou suppose that thy Master’s philosophy concerneth only thine own people?” “Yea, of a surety,” said I; “our own people, and none else; for he himself proclaimed the Kingdom to no strangers.” He replied, “That may be, for a time: but is not the Samaritan thy neighbour?” Then was I again silent. For there came into my mind that ancient prophecy which saith that in the seed of Abraham, that is to say in the Messiah, all the nations of the earth shall be blessed; and I remembered how oft Jesus had of late taught us that the Samaritans were neighbours to the citizens in the Kingdom. But I put the thought away from me; for the truth was at that time hid from our eyes: neither could I at that time perceive how we could be redeemed or delivered, if we were to treat the Romans as neighbours. But while I mused thereon, Xanthias continued his speech concerning Jesus, and he said that Jesus did wisely in that he seemed to encourage marriage, and to prohibit many wives, and to forbid divorce. “For,” said he, “herein I incline rather to Aristotle than to Plato, believing that the state is composed of families; and if the family be rotten, the state cannot be sound. But to hope to destroy slavery is to hope to pull down the pillar whereon the life of all states is based.” Now was my heart hot within me; and I was fain to speak, and to say that Jesus would indeed pull down slavery in Israel, and make our people to be a nation of priests and princes for the world, and would in the end destroy even the Evil Nature of man. But I abstained from speech; for I knew that my words would be foolishness in his ears, and that he could not understand the Redemption unless he understood Jesus himself. Therefore I made him some courteous answer and accompanied him toward the house where he lay. But he still continued his discourse of the philosophy of Jesus (as he called it), and he likened Jesus unto the Greek Teacher Socrates, in that neither Socrates nor Jesus would receive teaching upon mere authority, nor because this saying or that precept chanced to have been written in books: but Socrates trusted to a certain power of reason or dialectic, and Jesus to a certain power which he called a Spirit: the two being diverse in appearance, but in truth following one and the same method. Thus Xanthias continued his speech of Jesus; but as he bade me farewell near the threshold, it came to pass that Abuyah, who had been walking behind us, came near, still talking with his companions, and saying in a loud voice that Jesus was as the bramble, whereof Jotham maketh mention in the Scriptures. “Wherefore,” said he, “meet it is that we cut down this vile thorn-tree, lest there come forth fire from the bramble and consume the olive-tree, and the fig, and all the fruitful trees of the forest.” When Abuyah had passed by, the merchant said unto me, “Truly I have heard no philosopher whose lectures have so pleased me as the teaching of this thy Teacher; and, though I esteem little of wonders, whereof we have enough and to spare at Alexandria, yet if even the half of that which thou sayest touching the acts of thy Jesus be true, he will deserve worship even better than Æsculapius or Amphiaraus. But as thou knowest, my dear friend, I am one of them which doubt all things; and I incline to the belief that there are no gods, or if there be, that they deal not with human matters. And thereto I incline the more because I see all human things full of misery and oppression. And, unless my fears deceive me, this my belief will be confirmed by the fate of thine own Teacher. For I fear, I greatly fear, lest the friends of Abuyah the Scribe may prevail over the friends of Jesus the philosopher of the New Kingdom and deliverer of the slaves.” So saying he turned himself round to depart. But I was scarce gone ten paces when he called me back, and taking me by the hand very earnestly, “I pray thee,” said he, “tell me by what name doth thy Master call himself. A prophet? or a teacher? Or doth he say that he is your Messiah? or a lawgiver like unto Moses?” But I made answer that Jesus called himself by none of these names; but, for the most part, only “Son of man.” Hereat Xanthias marvelled and said, “But wherefore useth he this title? For thou, and I, and all men, are not we all sons of men? Doth thy Master therefore fear lest his disciples may perchance forget that he is a man and deem him to be a god? For such a title as this, albeit humble in appearance, seemeth in verity too proud for any save such as aspire to be gods. But perchance your prophets have so used this title that it hath some strange meaning, whereof I know naught.” Then I said that the word was indeed used by the prophets: for whensoever the Lord speaketh to Ezekiel as to a mortal creature, the Lord calleth him Son of man, as if to set the mortal infirmities of the prophet over against the divine nature of the Lord; but again the prophet Daniel saith that, in the day of Judgment, there shall appear one like unto the Son of man, sitting on the clouds of heaven, and coming in glory to judge the nations of the earth: wherefore the title seemed to signify the weak nature of man, whether infirm or whether exalted. Howbeit, added I, before Jesus, no prophet spake thus of himself as the Son of man. Hereat Xanthias marvelled the more, saying that this was indeed a strange title, and such as no philosopher had ever before taken upon himself. Then he mused a while, still holding me by the cloak, and would have questioned me farther; but I could tell him no more. So at the last he let me go, shaking his head, and saying that it was strange, it was passing strange, and that there was more in this than he could understand: and as he turned himself to depart, I heard him repeating again to himself that it was a proud title, a very proud title, and such as no wise and sober philosopher should take. And thus he departed, meditating as he went, and so rapt in his study that he forgot to bid me farewell. But when he was departed, so that I had leisure to think on his wonder and on the cause thereof; then I also began to perceive that there was more than I had as yet understood, in this title of the Son of man. About HackerNoon Book Series: We bring you the most important technical, scientific, and insightful public domain books. This book is part of the public domain. Edwin Abbott Abbott (2015). Philochristus: Memoirs of a Disciple of the Lord. Urbana, Illinois: Project Gutenberg. Retrieved https://www.gutenberg.org/cache/epub/48843/pg48843-images.html This eBook is for the use of anyone anywhere at no cost and with almost no restrictions whatsoever. You may copy it, give it away or re-use it under the terms of the Project Gutenberg License included with this eBook or online at , located at . www.gutenberg.org https://www.gutenberg.org/policy/license.html

How Xanthias the Alexandrine said that the philosophy of Jesus aimed at the taking in of the Gentile

Hi Ran Zaslavsky, welcome to our series “Behind the Startup.” Please tell us about yourself and the story behind ? Ishan Pandey: RoboDeck I come from 20+ years of developing robotic lawnmowers, robotic vacuum cleaners and long endurance drones (at Elbit Systems LTD). Before co-founding Robodeck, I managed the R&D and innovation at Friendly Robotics (today Stanley Black and Decker). I hold a master’s degree in Electrical Engineering from The Technion and Tel Aviv University, where I did my thesis on landmarks-based autonomous navigation. Ran Zaslavsky: Gal, Noam, and I founded RoboDeck two years ago after encountering an endless amount of pain and need from the hundreds of deck owners we interviewed. We set up a thinking group of robotics, decking, and business experts intending to prove that the current solutions in the market suffice and there is no need to develop new technology. We failed, and RoboDeck was founded :). Please tell us about RoboDeck. How does it work and what are its applications? Ishan Pandey: RoboDeck is developing an autonomous robotic solution for the $10B deck maintenance market. We are reinventing the way decks are maintained. Instead of a costly, manual annual restoration, we designed, manufactured a highly affordable, technology-packed preventative maintenance system. Our autonomous robot cleans and renews the damaged stain layer every few weeks, keeping the deck in excellent condition all year round. Ran Zaslavsky: In which different industries can robotics be applied? Please provide us with some illustrations? (Note: Restaurant, Medical, Cleaning, etc) Ishan Pandey: Robotics is aimed to help and assist humans by taking on the dirty, dangerous, and dull chores. Assignments like floor cleaning, lawn mowing, repetitive manufacturing chores, mine disposal, and space exploration are classic. Longer-term, robots may replace everything that moves, and in an even broader sense of machines that sense, plan and act; robotics would also manifest in the virtual world. Web crawlers, chatbots, and trojan horses are good examples of such early virtual robots. Ran Zaslavsky: What are your views on AI and Ethics? Ishan Pandey: AI ethics is a system of moral principles and techniques intended to inform the development and responsible use of Artificial Intelligence. AI is rapidly becoming a “superpower” and with great power comes great responsibility. Ran Zaslavsky: Isaac Asimov, the science fiction writer, foresaw the potential dangers of autonomous AI agents long before their development and created The Three Laws of Robotics as a means of limiting those risks, which in my opinion serves as a good start for every such system. However, even Asimov’s laws fail to cope with intricate dilemmas like “The Trolley Problem” and its variants. Whatever system is chosen, it should promote transparency, fairness, and responsibility. AI and Robotics are still in their nascent stage. According to you, what will the future look like 20 years down the line? Ishan Pandey: With the growing rate of changes, 20 years is forever. I expect fully autonomous driving to be mature within 5 years and multi-purpose robots in our factories and homes within 10. As for AI is already deployed everywhere, but still tailored to specific tasks and limited in its ability to go through rapid learning and improvement cycles. 20 years from now, we would see highly generalized AI infrastructures, able to use information in new situations, draw connections among ideas, evaluate and eventually produce new or original work. Ran Zaslavsky: Currently, modern warfare is getting more and more mechanized. If we track the history of warfare for the past 200 years, the constant theme is technological advancement and the use of machines in warfare. Now, we have drones and robots that are used in bomb-defusing situations. What are your views on the argument that Military Robots should be used in wars instead of soldiers? Further, what would modern warfare look like? Ishan Pandey: Modern warfare is less likely to be conducted on physical battlefields, as the virtual world is becoming central in our way of life, and damaging it is far more effective in shaping the leader’s perception than sending either soldiers or autonomous machines to fight. Ran Zaslavsky: What advice would you give to budding entrepreneurs who want to build startups? Ishan Pandey: Invent something you’re passionate about, do your homework regarding the real pain in the market and be ready for the roller coaster named startup - the rest would follow. Ran Zaslavsky: What future trends are we going to see in Robotics? Ishan Pandey: With growing abilities, Robotics would go from single-task highly tailored Robotics to generic autonomous platforms able to accomplish a variety of tasks in diverse conditions. Ran Zaslavsky: Disclaimer: The purpose of this article is to remove informational asymmetry existing today in our digital markets by performing due diligence, asking the right questions and equipping readers with better opinions to make informed decisions. The material does not constitute any investment, financial, or legal advice. Please do your research before investing in any digital assets or tokens, etc. The writer does not have any vested interest in the company.

Robotics is Aimed to Help and Assist Humans by Taking on the Dirty, Dangerous, and Dull Chores

High value data like land registry, educational documents, employment, transaction and health records are required by individuals and organisations as part of their routine activities. However, the current mechanism of data exchange is mostly manual, paper based, slow and fraught with risks of tampering or theft. Governments worldwide realise the need to add stringent data regulations to safeguard people’s interest with steep penalties for non-compliance. Examples include the European Union GDPR4, India Supreme Court Ruling on Privacy3 and Singapore’s Personal Data Protection Act — data protection is a big deal. In comes Zebi. Zebi makes high value (or sensitive) data readily available for legitimate use. It uses the Zebi gateway to connect data users, data providers and data requesters in a systematic manner which ensures transparency and security. There are two parts to the Zebi system, the Zebi Chain and the Zebi Data Gateway. is a proprietary light weight satellite application installed at various Data Providers’ premises to provide immutability using Blockchain technology. It is a private chain with a configurable amount of nodes which connect to the public Ethereum chain through the gateway. The connects Zebi Chain installations and on-board individuals and data requestors. It can facilitate instant data exchange through DaaS APIs by connecting to Zebi Chain instances and taking individual consent wherever appropriate. The whitepaper is very detailed and more information about each system can be found there. Zebi Chain Zebi Data Gateway When I invest I place a lot of importance on the team and the project scope. Zebi is well placed to become the market leader in this sector and the market is a big one. They are aiming primarily to corner the Indian market and given the metrics it’s not a bad choice. India is on the cusp of huge economic growth, and they already have a rapidly growing digital ecosystem. I’m of the opinion that the biggest blockchain projects will emerge from developing nations in Asia and Africa. It’s important to be privy to the needs of each locale and what specific solutions are needed in the area that blockchain can address. The team at Zebi is strong, and so are their partnerships. They have a live product already which is currently working to protect digitised land records for Andhra Pradesh (an Indian State Government). If you have a good memory you may remember that this government joined the Enterprise Ethereum Alliance a while back — perhaps this connection will get the Zebi team in rooms with other members of the alliance in future. In addition to the live solution with AP they also have already submitted proposals to two additional state governments of 160M population. The engineers have worked for giants like Oracle, Intel and Tata, and their impressive list of advisors include names from companies like Microsoft, JP Morgan, Uber, Facebook and more. I have personally seen the demo of their product so I know that it’s working and that they have been working for a while even before their ICO. I did have some questions however, mostly related to the token, and the main concern I had was that the data requestors could bypass the use of the token completely. : Can participants (data users and data providers) bypass the use of the public chain completely, or is it a necessary part of the system and hence the Zebi token is necessary? Question In terms of paying for products and services on Zebi Blockchain Solution, currently, fiat is also accepted. Payments in Zebi Coin (ZCO) have discounts, so individuals and organizations are encouraged to move to using ZCO. Once there is enough traction and dependency built on Zebi data and DaaS APIs, we will make it mandatory. To ease transition, Zebi Pay (in early design stage now) will bridge between fiat and ZCO Answer: From my perspective this is a satisfactory answer. I could tell it was unreasonable for now to expect governments to use a system where fiat was not enabled, however I’m glad to see that there has been foresight in this respect and they are planning to gradually shift towards complete use of the ZCO token and no fiat on the system, and are even building a specific fiat gateway for it. Overall I’m bullish on the project. It’s a well thought out idea with a strong market and government backing. If you’ve been following me you know that government backing is very important to me because you can indeed be decentralised while still being able to exploit the power of nation states, and projects such as this one will be the ones which stick around when heavy regulation starts to rear its head in the global blockchain world. — — — — Website: https://www.zebi.io/ Telegram: https://t.me/ZebiData Follow me on Twitter: @cryptweeter

ZEBI — A new low-key high potential ICO aimed at leveraging the high value of sensitive data

Tired of Sifting Through Science Papers? This AI Knowledge Graph Does It for You

Kingstown, Saint Vincent and the Grenadines, April 17th, 2025/Chainwire/--SimpleFX has announced a significant expansion of its trading offer, increasing its portfolio to include over 1,000 financial assets spanning global markets. This development marks a strategic extension of the platform’s multi-asset trading capabilities, aimed at providing broader market access to its users. over 1,000 financial assets over 1,000 financial assets Expanded Equities and Geographic Coverage The update introduces hundreds of new equities from regions including Australia, Malaysia, Hong Kong, the Republic of South Africa, and Singapore. SimpleFX has also extended its coverage in key markets such as Brazil, Germany, France, Japan, Sweden, and Turkey. This broader market reach enables traders to access equities across various time zones, offering increased flexibility in portfolio diversification. Users can also trade these equities in conjunction with related instruments, including commodities, metals, cryptocurrencies, and forex pairs. metals Enhanced Cryptocurrency Access The platform has expanded its cryptocurrency offerings by adding 19 altcoins, including Ripple (XRP) and Toncoin (TON), allowing traders to engage with a wider selection of digital assets. These additions complement an already diverse range of crypto-fiat pairs available on SimpleFX. Comprehensive U.S. Market Integration As part of the expansion, SimpleFX has included all equities listed on the NASDAQ-100 (US100) and S&P 500 (US500) indices. These indices are widely regarded as benchmarks of the U.S. high-technology sector and the broader American economy. With over 500 U.S. equities now available, traders can utilize the SimpleFX WebTrader platform’s analytical tools to explore opportunities across major sectors such as technology, defense, pharmaceuticals, energy, and consumer goods. Key Global Additions Noteworthy new instruments include: BHP Group (BHP.AU): A leading mining conglomerate, accounting for a substantial portion of the Australian share market.
Tencent Holdings (HKG: 0700): A major technology and entertainment firm based in Hong Kong, known for products such as WeChat and its gaming investments.
Intel Corporation (INTC.US): A long-standing player in the semiconductor space, currently focusing on AI integration.
RTX Corporation (RTX.US): A significant entity in aerospace and defense, producing military-grade technologies.
Ripple (XRPUSD): A digital asset linked to a blockchain-based payment protocol used for cross-border financial transactions. BHP Group (BHP.AU): A leading mining conglomerate, accounting for a substantial portion of the Australian share market. BHP BHP Tencent Holdings (HKG: 0700): A major technology and entertainment firm based in Hong Kong, known for products such as WeChat and its gaming investments. HKG: 0700 HKG: 0700 Intel Corporation (INTC.US): A long-standing player in the semiconductor space, currently focusing on AI integration. INTC.US INTC.US RTX Corporation (RTX.US): A significant entity in aerospace and defense, producing military-grade technologies. RTX.US RTX.US Ripple (XRPUSD): A digital asset linked to a blockchain-based payment protocol used for cross-border financial transactions. XRPUSD XRPUSD Platform Enhancements and Regulatory Options In addition to the instrument expansion, SimpleFX has broadened its registration options, allowing users to register under either the Saint Vincent and the Grenadines (SVG) or Mauritius (MU) jurisdictions. Furthermore, the platform now supports deposits and withdrawals via Mastercard and Visa for USD and EUR accounts, complementing its existing 20 cryptocurrency-based payment methods. These additions aim to improve transaction speed and security while offering more flexibility in account funding. About SimpleFX SimpleFX is a global trading platform offering access to a wide range of financial markets, including forex, equities, cryptocurrencies, indices, and commodities. Established in 2014, the platform is known for its user-friendly WebTrader interface, comprehensive market access, and commitment to innovation in multi-asset trading. SimpleFX operates under multiple jurisdictions and provides users with various registration and payment options, catering to both retail and professional traders worldwide. SimpleFX SimpleFX Contacts SimpleFX Partnership Team marketing@simplefx.com SimpleFX Support Team support@simplefx.com This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here here here

SimpleFX Expands Global Trading Offer With Over 1000 Instruments

SimpleFX brei wêreldwye handelsaanbod uit met meer as 1000 instrumente

SimpleFX ከ 1000 በላይ መሳሪያዎች ጋር ዓለም አቀፍ የንግድ አቅርቦት ይሰጣል

SimpleFX пашырае сусветную гандлёвую прапанову з больш чым 1000 інструментамі

SimpleFX proširuje globalnu ponudu trgovanja sa više od 1000 instrumenata

SimpleFX amplía su oferta de negociación global con más de 1000 instrumentos

A SimpleFX több mint 1000 eszközzel bővíti globális kereskedési kínálatát

SimpleFX Memperluas Penawaran Perdagangan Global dengan Lebih dari 1000 Instrumen

SimpleFX、1000以上のツールでグローバルな取引オファーを拡大

SimpleFX ផ្តល់ជូននូវសេវាកម្មពាណិជ្ជកម្មទូទាំងពិភពលោកជាមួយនឹងច្រើនជាង 1000 ឧបករណ៍

SimpleFX د نړۍ د سوداګرۍ وړاندیز سره د 1000 څخه زيات انټرنټونه پراختیا کوي

SimpleFX zgjeron ofertën globale të tregtisë me më shumë se 1000 instrumente

SimpleFX 1000 سے زائد آلات کے ساتھ عالمی ٹریڈنگ کی پیشکش کو بڑھاتا ہے

Tech Stack Decisions are Make-or-break for Startups

There’s a man in Quezon City who’s walked the same four-block scrap route for over a decade. No ID. No payroll. But everyone on that street knows him. He’s the one who always shows up. He knows which households throw out copper. Which mornings have better yield. Which buyers underreport weight. He’s an informal economist in flip flops, a master of urban logistics, running on instinct and sweat. But if he gets hit by a truck tomorrow, no system will remember he ever existed. But if he gets hit by a truck tomorrow, no system will remember he ever existed. Multiply him by 20 million. That’s the global informal waste workforce. Coordinating without apps. Surviving without systems and operating critical infrastructure for cities that don’t acknowledge them. Multiply him by 20 million. global informal waste workforce This is the invisible backbone of the urban economy. And it has no record. And it has no record. And it has no record. The Cost of Being Unrecorded The Cost of Being Unrecorded Trash collectors show up every day. Rain, heat, rats. Doesn’t matter. They work. But because no one tracks it, no one counts it. And if no one counts it, nothing else follows. nothing else follows. No bank will touch them. No landlord will trust them. No government will say, “You’ve earned anything at all.” A man can pick up trash for ten years and still be denied a loan—because the system says he’s done nothing. No button says “verify effort”, no checkbox for “lifted 10 tons of metal with bare hands.” A man can pick up trash for ten years and still be denied a loan—because the system says he’s done nothing. And so the cycle holds: You do the labor. The world forgets. You start over again. You start over again. Blockchain Said It Was Built for This. What Happened Was The Opposite. Blockchain Said It Was Built for This. What Happened Was The Opposite. Crypto made promises: Bank the unbanked. Serve the trustless. Remember the forgotten. Instead, it mostly gave us cartoon auctions and self-referential tokenomics. Proof-of-work became a GPU contest. Proof-of-stake turned into who showed up rich. DAOs became Discord clubs run by mods with multisigs. Meanwhile, the people with no ID, no credit, and no system? Still off-chain. Still unverified. Still invisible. Blockchain didn’t get a bad rep because it aimed too low. Maybe it forgot to look down. Blockchain didn’t get a bad rep because it aimed too low. Maybe it forgot to look down. Blockchain didn’t get a bad rep because it aimed too low. Maybe it forgot to look down. Blockchain didn’t get a bad rep because it aimed too low. Maybe it forgot to look down. Waste Is Already Decentralized—But It Can’t Grow Without Proof Waste Is Already Decentralized—But It Can’t Grow Without Proof There’s no company, no contract, no bosses. Just people who show up, know their routes and move what no one else will. Self-coordination? Yes.


Peer enforcement? Absolutely.


Reputation-based access? It’s all they’ve got.


Incentives? Survival-level aligned. Self-coordination? Yes. Self-coordination? Yes. Yes. Peer enforcement? Absolutely. Peer enforcement? Absolutely. Absolutely. Reputation-based access? It’s all they’ve got. Reputation-based access? It’s all they’ve got. It’s all they’ve got. Incentives? Survival-level aligned. Incentives? Survival-level aligned. Survival-level aligned. It runs like a DAO—minus one thing: the ledger. And that’s the problem. It runs like a DAO—minus one thing: the ledger. And that’s the problem. It runs like a DAO—minus one thing: the ledger. And that’s the problem. Even though this operation is ruthlessly efficient, it can’t grow. No logs, no trail, and no compounding value. Every effort disappears by morning. Nothing lasts. Even though this operation is ruthlessly efficient, it can’t grow. Nothing lasts. That’s not failure; it’s what happens when no one writes it down. it’s what happens when no one writes it down. it’s what happens when no one writes it down. The Garbage DAO: A Protocol For The Smelly The Garbage DAO: A Protocol For The Smelly No app, no marketplace. This protocol does one thing: it remembers the labor the world forgot. This protocol does one thing: it remembers the labor the world forgot. A system so small, so resilient, so boring—it outlasts everything. It’s a machine for remembering effort and finally lets that work compound into something more than sweat. A system so small, so resilient, so boring—it outlasts everything. It’s a machine for remembering effort and finally lets that work compound into something more than sweat. It’s a machine for remembering effort What It Has To Survive What It Has To Survive This system has no startup runway, no, onboarding flow, and absolutely zero margin for error. So it has to work when: • You have no signal • Your phone is dying • You share your device with three other people • The scrapyard doesn’t know what blockchain is • Someone’s trying to spoof the system • And nobody cares about the tech This protocol assumes chaos is the norm, not the outlier. assumes chaos What It Has To Deliver What It Has To Deliver If it can’t do all five of these, it’s not worth building: 1. A way to log work without friction 2. A way to verify work happened, sometimes without the need of another human being present 3. A way to tie that work to reputation 4. A way to trigger payout 5. A way to let that record grow into power And it has to do all of it without the collector knowing what “blockchain” means. without the collector knowing what “blockchain” means. 1. Collection Layer — No App, No Problem 1. Collection Layer — No App, No Problem The collector picks up the trash. They log it with whatever they have: • Snap a photo • Scan a QR code • Send an SMS code from a dumbphone No apps. No account creation. Just a trace. The action stays the same. The difference is: now it counts. The action stays the same. The difference is: now it counts. 2. Verification Layer — No Co-Sign, No Coin 2. Verification Layer — No Co-Sign, No Coin Spoofing is real. Trust is fragile. So every pickup needs a co-signature: • Peer + peer • Collector + buyer • Collector + sensor (weight, NFC tag, timestamped bin) This two-party validation locks down credibility without needing a single KYC’d identity. Sybil resistance based on sweat, not social tokens. Sybil resistance based on sweat 3. Storage Layer — Logs Don’t Die When The WiFi Does 3. Storage Layer — Logs Don’t Die When The WiFi Does Logs get stored locally—on-device, kiosk, or even printed QR. They’re batched and synced when signal comes back. Then they’re pushed: • To IPFS or Arweave for permanence • Then anchored to a low-fee chain (Polygon, Celo, Solana—whatever works locally) This isn’t built for uptime. It’s built to fail gracefully, and still remember the work. It’s built to fail gracefully, and still remember the work. 4. Reward Layer — Trash In. Tokens Out. 4. Reward Layer — Trash In. Tokens Out. Once a log is verified, the collector gets paid. Not someday. Not after approval. Automatically, in something like SpaceCoin. The coin of choice should be: Automatically, in something like SpaceCoin. • Stable, programmable, and designed for real-world use • Works across wallets, SMS relays, and low-friction interfaces • Spendable as food credit, airtime, or local cash-out • No volatility. No speculation. Just payout. Labor needs to meet liquidity near instantaneously, or these scavengers are out. liquidity near instantaneously, or these scavengers are out. 5. Reputation Layer — A Resume You Can’t Fake 5. Reputation Layer — A Resume You Can’t Fake Every verified pickup earns non-transferable tokens: non-transferable tokens • Soulbound to a wallet or device • Logged with timestamp, zone, and co-signature • Impossible to fake at scale, impossible to transfer This becomes your reputation collateral. Not for status, but for trust to: reputation collateral • Get higher-paying routes • Settle disputes • Represent zones in governance • Trigger faster payouts If the system forgets you, you’re no one. If it remembers you, you matter. This layer turns memory into economic leverage. This layer turns memory into economic leverage. This layer turns memory into economic leverage. 6. Governance Layer — No Sweat, No Seat 6. Governance Layer — No Sweat, No Seat You can’t outsource governance for a system like this. Governments can’t manage it—they don’t know who’s working or where. Corporations won’t—they don’t see a business model. NGOs try—but they leave when the grant ends. The only people qualified to govern this protocol are the ones who keep it alive. The only people qualified to govern this protocol are the ones who keep it alive. Because they know: • Who’s hauling and who’s faking it • Which routes matter and which ones are pointless • What’s broken, what’s working, and what no whitepaper ever predicted So the protocol says: fine. If you’ve shown up a hundred times, you decide how the next hundred work: If you’ve shown up a hundred times, you decide how the next hundred work: • You stake your rep to claim new zones • You vote with tokens earned through sweat, not speculation • You fix what’s broken—because you’re the one living with it This isn’t “decentralized governance” as idealism. A DAO is the only structure that matches the system’s lived complexity. And if someone’s picking up trash at 3am while the rest of the city pretends it doesn’t exist—they deserve more say than anyone watching from a dashboard. This isn’t “decentralized governance” as idealism. A DAO is the only structure that matches the system’s lived complexity. And if someone’s picking up trash at 3am while the rest of the city pretends it doesn’t exist—they deserve more say than anyone watching from a dashboard. they deserve more say than anyone watching from a dashboard. 7. Treasury Layer — Proof Brings the Payouts 7. Treasury Layer — Proof Brings the Payouts Nobody funds potential anymore. They fund receipts. Once every pickup is logged, verified, and priced—cleanup becomes an asset. That’s when the money comes in: receipts cleanup becomes an asset. • ESG budgets need proof of environmental impact • Cities want pay-per-performance waste contracts • Climate funds will pay to remove plastic and offset carbon • Brands will sponsor zones—if they can prove the work happened But none of them want to wire money to a nonprofit promising to do good. They want verifiable guarantees, priced by the bag. They want verifiable guarantees, priced by the bag. That’s what the treasury delivers. It holds funds in something like SpaceCoin, releases payouts automatically, and logs every transaction—public, permanent, auditable. The more cleanup gets verified, the more capital flows in. Not as charity. As purchase. SpaceCoin Not as charity. As purchase. And for the first time, the more waste disappears, the harder it is to ignore who made it happen. And for the first time, the more waste disappears, the harder it is to ignore who made it happen. And for the first time, the more waste disappears, the harder it is to ignore who made it happen. The Market Everyone Missed The Market Everyone Missed This wasn’t a product waiting to be invented. It was a market already in motion. Decentralized. High volume. Global. All it lacked was a ledger. All it lacked was a ledger. And no one in tech thought to build one. Not because it didn’t make sense—but because it didn’t look like a startup. It looked like labor. It reeked of rot. It had maggots. And that was enough for everyone to look away. And that was enough for everyone to look away. And that was enough for everyone to look away. Redemption In Rubbish Redemption In Rubbish Web3’s reputation crisis doesn’t come from the tech. That’s always been fine. It just got pointed at pixelated monkeys and governance tokens for apps with seven users and nine multisigs. Maybe redemption doesn’t come building for the future, but for filth. The one that lives behind your supermarket at 3am, where the air burns, and the bags leak. Maybe redemption doesn’t come building for the future, but for filth. The one that lives behind your supermarket at 3am, where the air burns, and the bags leak. This is a chance to earn both kinds of street cred: This is a chance to earn both kinds of street cred: The kind that smells. The kind that smells. And the kind Wall Street takes seriously. And the kind Wall Street takes seriously.

Proof Of Waste: Why the Blockchain Belongs In The Dumpster

In this edition of Behind the Startup, Ishan Pandey sits down with Sam Green, co-founder of Cambrian Network, to explore how verifiable blockchain data is becoming the lifeblood of agentic DeFi. From his early work at Sandia National Labs to building Odos and Semiotic Labs, Sam brings a rare blend of cryptographic research, protocol-level thinking, and AI expertise to the world of decentralized finance. In this candid conversation, he breaks down how Cambrian is building a verifiable data chain for AI agents and why this shift could reshape how financial decisions are made on-chain. Behind the Startup Cambrian Network Ishan Pandey: Hi Sam, it's a pleasure to welcome you to our "Behind the Startup" series. What inspired you to build Cambrian Network, and what specific challenges did you face in your journey? Ishan Pandey: Hi Sam, it's a pleasure to welcome you to our "Behind the Startup" series. What inspired you to build Cambrian Network, and what specific challenges did you face in your journey? Sam Green: Thank you, Ishan - it’s great to be chatting with you. My roots in data go back to when I worked at Sandia National Labs, where I used side-channel analysis to uncover cryptographic vulnerabilities in hardware. Watching data provide hidden insights was transformative. Later, I pursued a PhD focused on reinforcement learning, which is all about agents finding optimal behavior from large datasets. Sam Green: In 2021, I co-founded Semiotic Labs and worked on measuring arbitrage opportunities across different blockchains - an eye-opening project that led to the creation of Odos, a leading decentralized exchange aggregator that has processed over $90 billion in trading volume for over 3 million users. Around the same time, I was also working in The Graph ecosystem, exploring verifiable data and AI for on-chain information retrieval. Semiotic Labs Semiotic Labs Odos Odos The Graph The Graph By 2024, it became clear that decentralized finance (DeFi) was headed toward “agentic finance,” where AI-driven agents make real-time decisions on the blockchain. Recognizing how crucial fast, complete, and verifiable data would be for these agents, I spun off Cambrian to focus on exactly that. One of our initial, biggest challenges has been how to provide both real-time and historical blockchain data in a verifiable manner. Blockchains typically don’t store extensive historical data; it’s just not part of their core design. Another hurdle is making that data trustworthy enough for on-chain agents and applications to rely on autonomously. We tackled these challenges by combining specialized indexing, high-speed databases, and consensus-based verification. Ultimately, Cambrian is aimed at accelerating the future we see emerging: AI agents autonomously making financial decisions powered by robust, verifiable data. Ishan Pandey: Cambrian is described as the first verifiable data chain for agentic finance. Could you elaborate on what this entails and how it differentiates from existing solutions? Sam Green: Sure. By “verifiable data chain,” we mean that Cambrian ensures the blockchain and off-chain data we collect is both correct and tamper-resistant before it’s delivered to AI agents or smart contracts. In other words, we’re giving blockchains something akin to a database - one that’s trustworthy enough to feed real-time and historical data into financial applications. Sam Green: Blockchains themselves are fantastic at maintaining current state and transaction logic, but they weren’t designed to store or query large amounts of historical data. Traditional RPC endpoints can provide recent on-chain data, however, retrieving comprehensive historical context can be slow, cumbersome, or sometimes impossible. recent historical What we do at Cambrian is index, structure, and verify data from multiple chains (and select off-chain sources) at high speed. Then, we deliver it to agentic DeFi applications through easy-to-use APIs. Our focus on financial intelligence sets us apart: we’re specialized in combining on-chain metrics (like trading volumes, liquidity flows, cross-chain transactions) with off-chain insights (like social sentiment, news, and even code repository analysis). In contrast, existing indexing services are more general-purpose, or they’re not fast enough, or they’re not verifiable - and none of them are designed for agents from the outset, e.g., MCP support for every interface from the beginning. Cambrian specifically gears all of its data products toward quantitative trading, automated liquidity management, risk-adjusted portfolio rebalancing, data-driven sentiment analysis, verifiable information oracles, and other financial use cases. We’re building an infrastructure that agents can rely on to “sense” everything happening in DeFi, freeing them to make smarter, faster decisions. Ishan Pandey: Security and data integrity are paramount in financial systems. What measures does Cambrian implement to maintain the verifiability and reliability of its datachain? Sam Green : We use cryptography, consensus mechanisms, and economic security - the same core principles securing major blockchains - to guarantee data integrity. Here’s the basic flow: Data Ingestion: Cambrian validators pull in a complete raw feed of blockchain data (e.g., from Ethereum). We store this in a local “flat file” archive – in other words, a straightforward, tabular format.
Hashing & Agreement: Each validator computes a cryptographic hash of that raw data. They confirm these hashes match what the blockchain itself says they should be, then reach consensus among themselves that the data is correct.
Database Organization: We load verified data into a high-performance analytical database.
Query + Consensus (Pre-verified Mode): When an application requests a query, validators independently run that query, verify they reach the same result, and then collectively sign off on it. Data Ingestion: Cambrian validators pull in a complete raw feed of blockchain data (e.g., from Ethereum). We store this in a local “flat file” archive – in other words, a straightforward, tabular format. Hashing & Agreement: Each validator computes a cryptographic hash of that raw data. They confirm these hashes match what the blockchain itself says they should be, then reach consensus among themselves that the data is correct. Database Organization: We load verified data into a high-performance analytical database. Query + Consensus (Pre-verified Mode): When an application requests a query, validators independently run that query, verify they reach the same result, and then collectively sign off on it. For users who need faster returns, we also support an “optimistic” mode. If there’s a dispute about the correctness of an optimistic query, validators can re-check it. If a validator intentionally lies about the data, it faces “slashing,” which means forfeiting staked tokens as a penalty. This creates a powerful economic incentive to provide accurate data. By combining these methods, we make sure our data remains trustworthy for AI agents and smart contracts. Unlike traditional data providers, which rely on contractual or legal frameworks, Cambrian enforces correctness at the protocol level via cryptography, consensus, and slashing-based economic security. Ishan Pandey: In what ways does Cambrian's approach to data aggregation differ from traditional financial data providers? Sam Green: Traditional financial data providers have their place - they've achieved product-market fit and built trust over years through service level agreements and legal contracts. Their customers rely on these agreements for accuracy and security assurances, backed by the legal system. Sam Green: However, this approach relies on centralized points of control and trust, which are antithetical to how blockchains operate. Placing their data directly on-chain would introduce a single point of failure, undermining the decentralized nature of blockchain technology. Cambrian takes a different path. We ensure data verifiability using cryptography and consensus mechanisms, aligning with blockchain principles. By leveraging these technologies, we provide guarantees of correctness and tamper resistance that are compatible with decentralized networks. This means our data can be trusted by AI agents and smart contracts operating autonomously on-chain, without relying on centralized authorities. In essence, while traditional providers offer security through legal frameworks, Cambrian offers security through cryptography and decentralized consensus - making our approach uniquely suited for the decentralized, trust-free environment of blockchain technology. Ishan Pandey: Considering the competitive landscape of AI-driven financial platforms, what strategic partnerships or collaborations has Cambrian pursued to strengthen its market position? Sam Green: We see a whole new wave of agentic DeFi emerging, where AI agents manage everything from liquidity provisioning to automated arbitrage to portfolio rebalancing. These projects need fast, comprehensive, and trustworthy data. Currently, we’re in talks or early collaborations with teams like Eliza Labs, Virtuals, Theoriq, Morpheus, Franklin X, and TrueNorth - all of whom are pushing boundaries in AI-enhanced decentralized finance. We’re also getting interest from layer-1 protocols looking to integrate Cambrian data for training financial models, plus AI platforms like Pond and Open Gradient that want to feed Cambrian’s aggregated insights into their neural networks. Sam Green: Our goal is to be the data backbone for any developer creating AI-driven financial applications. By delivering real-time, historical, and off-chain insights under one umbrella, we enable these emerging players to build powerful, autonomous solutions quickly and confidently. Ishan Pandey: What are your predictions for the future of AI driven Financial solutions across the world? Where do you see the industry in the next 2-3 years? Sam Green: The short answer is that agents will dominate on-chain activity. We’re already seeing several major leaps in AI capabilities each year - what used to cost a fortune can now run off-chain with verifiable correctness. People will still set the goals and constraints (like risk tolerance or investment horizons), but agents will do real-time analytics and execute trades. Sam Green In the next two or three years, I believe most on-chain transactions will originate from AI agents making decisions at a granularity humans simply can’t match. These systems will analyze massive historical datasets, capture the latest market sentiment or news, and keep adjusting positions dynamically. It’s a fundamental shift: why rely on manual strategies when an agent can continuously optimize on your behalf? We also foresee more traditional financial data feeding into crypto, especially as tokenized real-world assets gain traction. That means bridging stock market data, corporate fundamentals, commodity prices, or other metrics onto the blockchain in a verifiable way. With Cambrian, we’re extending beyond on-chain sources to integrate all kinds of off-chain signals - enabling a holistic view of global markets in real-time. Ultimately, we’re heading toward a solarpunk future where AI and human creativity work together in harmony. Cambrian actively helps make these agentic systems more transparent and trustworthy. In two or three years, if you’re interacting with DeFi in any capacity, chances are good you’ll be leveraging an AI agent empowered by data from Cambrian. It’s an exciting time to be building in this space. any 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. #DYO 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. #DYO Vested Interest Disclosure: 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. #DYO business blogging program business blogging program

How Cambrian Network Is Powering the Future of AI-Driven DeFi

كيف تصنع شبكة كامبريدج المستقبل للبيئة الذكية

Hvordan Cambrian Network Styrer Fremtiden for AI-drevet DeFi

Cómo Cambrian Network está impulsando el futuro de DeFi impulsado por IA

כיצד רשת קמבריאנית מזיקה את העתיד של DeFi המונע על ידי AI

कैसे कैम्बरीन नेटवर्क आईए-ड्राइव डेफाई के भविष्य को प्रोत्साहित कर रहा है

Kako Cambrian Network pokreće budućnost AI-Driven DeFi

Ինչպե՞ս Cambrian Network- ը օգնում է AI-driven DeFi- ի مستقبلը

ケンブリアン・ネットワークがAI駆動型DeFiの未来を発揮する方法

Kā Kambrijas tīkls nodrošina nākotni ar AI vadītu DeFi

Како Камбријанската мрежа ја поттикнува иднината на AI-Driven DeFi

วิธีการเครือข่ายแคมเบรียเป็นพลังงานอนาคตของ AI-Driven DeFi

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