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Constellation Software Inc. Announces Release Date For Third Quarter Results

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Analyst Recommendation

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Constellation Software Inc. (TSE:CSU) Shares Could Be 26% Below Their Intrinsic Value Estimate

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Constellation Software Inc., together with its subsidiaries, acquires, builds, and manages vertical market software businesses in Canada, the United States, the United Kingdom, and rest of Europe. Its industry specific software businesses provide specialized and mission-critical software solutions. The company serves public and private sector markets. Constellation Software Inc. was incorporated in 1995 and is headquartered in Toronto, Canada.

CONSTELLATION SOFTWARE INC.

There have been many press articles and white papers published in 2017 on the threat to jobs from Artificial Intelligence (AI). To what degree do the stories reflect reality and likely outcomes? I argue — not at all. I maintain that AI will not only create job vacancies in a manner last seen in the internet boom years; but the growth will become exponential as AI triggers the Fourth Industrial Revolution (the convergence of the technological, physical, and biological). Resulting job vacancies will not only relate to core AI roles, but also all the other jobs that come from having successful — often new — companies in a booming economy. Jobs in operations, finance, logistics, sales, marketing etc. A common misconception of the naysayers is that AI will do work currently done by people, and thus make said people redundant (Keynes’s technological unemployment theory). The argument is incorrect because rather than doing the work that people do, AI does work that people cannot do with existing tools, or it helps them do current work better / easier / more accurately than they do it now. E.g. work that is done currently with existing tools like spreadsheets or algorithm based computer programs for planning and operations management in things like energy or food production. The whole point of paradigm shifts like that being wrought by AI is that it creates new organisations, jobs and markets. Can anyone think of a person who lost their job because of PC’s? Or spreadsheets? Who can count the number of new services, products, companies and roles that PC’s and spreadsheets alone created? : Right now, three new major areas for AI are opening up (1) deriving deep learning from structured and unstructured data to drive strategic planning for organisations of all types and sizes, including government departments (2) using Big Data tools to support operational risk management and operational planning; and (3) using AI to predict financial turbulence and to assess risk of financial contagion. AI and ML skills that are becoming highly sought after by employers include: adaptive software development; speech and face recognition; artificial neural networks, pattern recognition, deep learning, and Big Data. In financial services and capital markets, AI techniques such as pattern recognition, machine learning, and fuzzy logic have underpinned for many years cyber-security tools; anti-money laundering and anti-sanctions busting products; and financial data parsing solutions. AI is also the bedrock of the RegTech (regulatory technology) revolution. Regtech not only plays a huge role in making reporting easier for firms, but it plays a more important role in managing inter- and intra- firm risk; thus, reducing the probability of the sort of financial contagion we saw in 2008. Modelling and mitigating possible contagion between firms; between markets; and, between countries is incredibly difficult because of the enormous amount of date involved; the opaque nature of the data sources (due to much of it sitting in legacy systems); and a lack of normalisation. AI is cracking that problem, for which we should all be grateful as it protects livelihoods by creating confidence and stability. Nobody wants another crash. At the same time, Regtech is creating its own direct and indirect jobs boom. However, cyber-security remains the biggest driver of AI oriented job vacancies, with the ISACA (a non-profit information security advocacy group) predicting a global shortage of two million cyber security professionals by 2019. If the outlook is so good, why are there so many negative stories? Fears about job losses from new technologies have been seen at every stage of human development. We can either call such fears normal, or we can wonder why we never learn. The invention of automated weaving looms that presaged the first industrial revolution was resisted by some as threatening jobs because less people (money and effort) would need to be employed to create the same amount of cloth. In reality, the demand for woven cloth increased beyond any expectation as costs plummeted; millions of direct and indirect jobs were created; and, new methods, tools and techniques were created from opportunities offered by automation (a paradigm shift). Same story with farming automation, and again with robotics in manufacturing and engineering. Robots were supposed to herald the end of people building cars, but more people now work in car construction world-wide than ever before as cost have dropped and demand soared. The beneficial effects of decreasing cost married with increasing quality pluses and minuses effect were described perfectly in The Economist in 2016 where an article described how introducing software capable of analysing large volumes of legal documents automatically reduced the cost of searches but also increased demand for it. As a result, the number of legal clerks dealing with the demand (and who are using the software) increased by 15% over 14 years; despite many predicting the demise of legal clerks when the software was first invented. So far, AI has created many more jobs than it has ever replaced; this will continue. Constellation Research predicts that the market for AI will be worth $40 billion by 2015 and $100 billion by 2020. Many of the jobs being created by AI are jobs that never existed before. Despite its relative youth, we already take for granted the internet and so many of the business models and technologies that it spawned. E.g. e-commerce; mobile technology; and, services generated from the Internet of Things (e.g. remote home environment controls). The story will be the same for AI, but it could grow into something far bigger as it will provide the keystone for the fourth industrial revolution. I.e. the convergence of the physical, biological and technological that will mark the fourth industrial revolution will create products, services, and jobs, some of which are unthinkable now as they will come from paradigm shifts. In the same way that the first three industrial revolutions created hundreds of millions of businesses and jobs, and uncountable economic value, so it will be with the AI led fourth industrial revolution. 2018 will be incredible for AI business and job creation, and it will just be the beginning. Cliff Moyce, Finance Practice Leader at DataArt Originally published at www.itproportal.com on January 9, 2018.

The AI Jobs Boom

(San Francisco, Twitter HQ, November 15–17, 2018) is the iconic developer conference in San Francisco, now in its sixth year. It started as Silicon Valley Scala Symposium, or simply Funconf, for Functional and Fun Programming, in 2013, and has its origin in SF Scala and SF Spark meetups. Scale By the Bay Intel Santa Clara hosted us with their Cue system, that is written in Scala and now is a part of Verizon. They built some of the largest functional codebases using scalaz, the category theory framework in Scala, and developed systems like Nelson, deploying Scala code with rigor. The group produced such stars as Ryan Delucci, Tim Perrett, now at Lyft, Runar Bjarnason, now a cofounder of Unison, and Adelbert Chang, now at Target — all regular speakers By the Bay. We became Scala By the Bay in 2014, and Scale By the Bay last year, reflecting a broad spectrum of programming languages we always had, all focused on thoughtful engineering with what you got. Over the years it has developed a passionate community, which is essentially the developer community of the Bay Area focused on web-scale backend programming — that always included distributed systems, correctness by design, test-driven development, and devops underpinning deployment discipline. By now it includes Machine Learning, AI, full-stack programming based on strong types, and cloud/edge/IoT iterations of distributed systems. For the first time this year, we have a small blockchain engineering track, represented by a Haskell and a Scala startups building enterprise blockchain platforms that are correct by design. There are three tracks, by now traditional, going over three days each, and roughly reflecting the key interests of the community: is an extension of the original Functional Programming track, and it emphasizes the fact that we have a lot of developers working in Java, C++, and languages that are not [purely] functional. However, what unites us is the step-back approach — take stock of the problem as an instance of a general case, do not repeat yourself, and generalize to composable abstraction when you are ready. Then make them available to all as open-source libraries, supported by blog posts, talks at our meetups, SBTB and elsewhere. Thoughtful Software Engineering — these are the approaches to software architecture that compose the whole from parts and also make those parts interact seamlessly or at least in ways easy to reason about and debug. Reactive Microservices — our systems span the whole stack from devops to AI apps, and we have the best of them. Companies like Salesforce present data from inception to AI for each organization helping customers derive value from their own user data. End-to-end Data Pipelines (optionally for ML/AI) Thoughtful Software Engineering Panel includes Martin Odersky, the creator of Scala, Runar Bjarnason, Bryan Cantrill, the creator of DTrace, Julie Pitt, leading Machine Learning tooling at Netflix. Cliff Click, the software engineer’s engineer, creator of the JVM HotSpot Just in Time compiler, and co-foudner of H2O.ai, lifting compiler techniques over a cluster, is moderating. The AI Panel includes Ruchir Puri, the IBM CTO of Watson, Peter Skomoroch, the head of Data Products, Workday, Peter Bailis, Associate Professor at Stanford and cofounder of the DAWN lab as well as sisu.ai, Michelle Casbon, ML engineer at the Google Cloud, and moderated by Lukas Biewald, the founder of CrowdFlower (now Figure Eight) and now Weights and Biases. The Cloud and Edge panel includes Bernard Golden, Head of Strategy, Capital One, Anoop Nannra, Head of Blockchain Initiatives, Cisco, Holden Karau, Developer Advocate, Google Cloud, and Roman Shaposhnik, cofounder, Zededa, and board member, Apache Software Foundation. One of the strongest themes this year is Streaming Data. Neha Narkhede, cofounder of Confluent and co-creator of Apache Kafka, is keynoting Day 2. Streaming talks include Apache Flink and Beam from Lyft, Reactive Java from Oracle, Scala/Akka real-time from Capital One, Alpakka, Akka/Kafka connector from Lightbend, and many more. AI with data processing at web-scale is one of the strongest tracks — we deal not with AI as graphs and notebooks, but real-time feedback loop for millions of users, such as those of Uber, Twitter, or Saleforce. Our approach is integrated data pipelines for Machine Learning and AI, where processing and aggregation is an integral part of AI and also loops in with UX and all operationalized with proper DevOps. We look at the Strongly Typed Tensolrflow, Horovod, the fast Deep Learning training from Uber, and AI on AI from Sourced.tech, amonf many other AI engineering talks. We look at emerging technologies via engineering presentations with code — this year it is Quantum Computing with Q# lead from Microsoft and Scala from JP Morgan Chase. We also found a good way to understand blockchains as distributed systems, with functional implementations in Haskell, from Symbiont, and Scala, from Constellation Labs. Our audience grows year on year, and all the sponsors are hiring engineers. 70% of sponsorship goes back to the sponsors as engineers’ passes, and everybody comes home with hands full of OSS ideas to try, stacks to test, and specific projects to implement. We think of SBTB as “take home a backend”. Every year we do one training, a bespoke, full day, hands-on workshop taught by the leading developers who often are the creators of the technology in hand. In 2015, we created and ran the SMACK Stack, the notion we also created (Scala/Mesos/Akka/Cassandra/Kafka). Last year, we did the Istio/Envoy training with the Google Istio team and Matt Klein, the creator of Envoy. This year, our own training, Advanced Software Engineering, is taught by Cliff Click. We also have multiple collocated trainings — Bill Venners, the co-author of the foundational Staricase Scala book, it teaching both an introductory and advanced Scala Retreats at Damiano, with hiking, and John De Goes, a legend of Functional Programming, teaches a four-day course on Functional Scala. We are the only community that could field dozens of students taking four full days of Category Theory! So if you are a hacker at heart, join us on November 15 at Twitter HQ! Reserve your seat at . scale.bythebay.io

Scale By the Bay 2018: A No BS Hacker Conference

Welcome to "Power Leader," an exploration of leadership and innovative technologies reshaping various industries. This series is designed to bring to light the pivotal roles that leaders play in driving their organizations towards groundbreaking achievements, especially through the lens of technological advancements and strategic foresight. The leaders featured in "Power Leader" are selected because they exemplify what it means to steer companies through the challenges of modern business landscapes. They are pioneers, thinkers, and strategists making notable impacts within their sectors. By focusing on their achievements and the specifics of the technologies they develop or adopt, it provides a comprehensive look at what makes their approaches successful and influential. Why is this important? Understanding the nexus between effective leadership and innovation is more crucial than ever. These stories not only highlight successful strategies and cutting-edge solutions but also serve as a source of inspiration and learning for our readers. They offer insights into managing complex transformations and leveraging technological advancements to not only survive but thrive in competitive markets. Next up is Zach Taylor, CEO of Anvl and a noted SaaS advisor. Anvl is a leader in enhancing workplace safety and productivity through innovative technology. How does Anvl's platform specifically cater to the unique needs of different businesses? Anvl’s AI Connected Worker Platform is the sole digital layer for industrial enterprises to digitally transform to enhance frontline work experiences, making work safer, improving quality, and delivering trustworthy data in real-time to leadership for continuous improvement. Can you describe some real-world scenarios where your platform has improved workplace safety and productivity? One compelling example of our platform's impact comes from our work with Constellation. Initially, their Near Miss program relied heavily on manual, paper-based processes. Technicians submitted nearly 12,000 Near Miss forms annually, which were then transcribed into spreadsheets. This cumbersome process resulted in thousands of hours of administrative work, offering minimal insight into safety trends or reporting capabilities. Recognizing the need for a more efficient solution, Constellation implemented the Anvl Mobile App. This transition to a mobile-first system enabled the immediate deployment of a fully customized Near Miss program alongside digital workflows for various safety audits and permits. The app's adoption by around 400 technicians and supervisors facilitated tens of thousands of digital workflows, significantly enhancing the identification of hazards and risks directly in the field. The results were transformative. The app's adoption led to a 95% compliance rate across Constellation's safety programs, with thousands of workflows completed yearly. The app's offline functionality ensured uninterrupted productivity, while its features, such as voice-to-text, annotated photos, and video, enabled the collection of reliable data. This shift not only allowed for real-time issue identification and risk notification but also provided leadership with insights into trending hazards and operational challenges faced by the crew. Through the aggregation of thousands of safety-related data points, Anvl delivered scalable insights that were previously unattainable. Constellation could proactively identify the top issues their teams faced each quarter, including significant operational "Materials" issues, thereby reducing unnecessary expenses and optimizing material usage and time. Moreover, Anvl's introduction of proprietary metrics such as the Strength Score & Power Score enabled a nuanced assessment of safety performance across various levels of the organization. This holistic approach to safety management and continuous improvement has not only elevated compliance to an all-time high but also resulted in significant cost savings and increased work efficiency for Constellation What makes Anvl's software different from other connected worker solutions available on the market? Anvl’s Mobilize product leverages AI to automatically transform your company’s specific procedures and compliance documentation in seconds into dynamic logic workflows made available through our fully internationalized mobile app (iOS, Android, and Windows). How does the customization process work for a new client? Can you walk us through the highlights  from initial contact to full implementation? This is where Anvl’s AI shines, implementation takes minutes rather than months. Upload your company's forms or  let Mobilize generate OSHA and ISO compliant programs and documentation in seconds. These are then made immediately available through our SOC2 compliant mobile app available through iOS, Android, and Windows. In terms of data privacy and security, what measures does Anvl take to protect its users? Anvl leverages modern, best-in-class cloud and security architecture and protocols, and maintains SOC2 compliance. Looking ahead, how do you see Anvl evolving to meet future workplace safety and productivity needs? Anvl is positioned at the forefront of a significant transformation in workplace safety and productivity. Our vision is grounded in the continuous innovation and enhancement of our platform to not only meet but anticipate the evolving needs of the modern workforce. One key area of focus is the further integration of artificial intelligence and machine learning capabilities into our software. This will enable us to provide even more predictive analytics, offering businesses foresight into potential safety risks before they occur. By analyzing patterns and trends from the extensive data collected through our platform, we can identify probable hazards and advise on preventive measures, thereby shifting from reactive to proactive safety management. As the tenured labor force with vast institutional knowledge starts retiring en masse and a new generation, accustomed to smartphones and digital apps take their place , Anvl intends to enhance connectivity and real-time communication features. This will ensure that regardless of location, employees can access critical safety information, report incidents immediately, and receive timely support. Our goal is to create a seamless, integrated experience that prioritizes employee well-being and promotes a culture of safety, regardless of geographical boundaries. We are committed to making our platform even more user-friendly and accessible. By simplifying the user interface and enhancing the mobile experience, we aim to encourage higher engagement levels among frontline workers. Their direct input and feedback are invaluable for building a comprehensive safety culture. Collaboration with industry partners and regulatory bodies will also be a priority to ensure our solutions not only comply with but also influence future safety standards and practices. By staying ahead of regulatory changes and industry trends, Anvl can provide businesses with the tools they need to remain compliant and competitive. Lastly, sustainability and environmental health will play a larger role in our platform's evolution. Recognizing the intersection between environmental practices and worker safety, Anvl will expand its capabilities to support organizations in their pursuit of sustainability goals, ensuring a safe, healthy, and sustainable workplace for all. Our commitment to innovation, coupled with a deep understanding of our clients' needs, positions us to lead the way in creating safer, more efficient, and more resilient workplaces worldwide. How does Anvl stay ahead of changes in workplace regulations and ensure its platform remains compliant? Anvl’s AI ensures we are constantly evolving with the changing requirements and allows for real-time edits and customizations by clients. What advice would you give to businesses considering implementing a connected worker platform? Ensure you implement a platform over a point solution; obsess over frontline worker usability and adoption (does it work offline?) and information integrity (how does the platform ensure data parity and data integrity while simultaneously solving for bespoke experiences for different areas and/or sites. Looking at the current landscape of workplace technology, where do you see the biggest gaps or opportunities for innovation? Innovation is happening at a rapid clip, what the broader Industrial SaaS world needs is more integration and interoperability. Larger, established players should be willing and wanting to optimize end-user experiences and data enablement via simple integrations. Welcome to "Power Leader," an exploration of leadership and innovative technologies reshaping various industries. This series is designed to bring to light the pivotal roles that leaders play in driving their organizations towards groundbreaking achievements, especially through the lens of technological advancements and strategic foresight. The leaders featured in "Power Leader" are selected because they exemplify what it means to steer companies through the challenges of modern business landscapes. They are pioneers, thinkers, and strategists making notable impacts within their sectors. By focusing on their achievements and the specifics of the technologies they develop or adopt, it provides a comprehensive look at what makes their approaches successful and influential. Why is this important? Understanding the nexus between effective leadership and innovation is more crucial than ever. These stories not only highlight successful strategies and cutting-edge solutions but also serve as a source of inspiration and learning for our readers. They offer insights into managing complex transformations and leveraging technological advancements to not only survive but thrive in competitive markets. Next up is Zach Taylor, CEO of Anvl and a noted SaaS advisor. Anvl is a leader in enhancing workplace safety and productivity through innovative technology. Zach Taylor, Anvl How does Anvl's platform specifically cater to the unique needs of different businesses? How does Anvl's platform specifically cater to the unique needs of different businesses? Anvl’s AI Connected Worker Platform is the sole digital layer for industrial enterprises to digitally transform to enhance frontline work experiences, making work safer, improving quality, and delivering trustworthy data in real-time to leadership for continuous improvement. Can you describe some real-world scenarios where your platform has improved workplace safety and productivity? Can you describe some real-world scenarios where your platform has improved workplace safety and productivity? One compelling example of our platform's impact comes from our work with Constellation. Initially, their Near Miss program relied heavily on manual, paper-based processes. Technicians submitted nearly 12,000 Near Miss forms annually, which were then transcribed into spreadsheets. This cumbersome process resulted in thousands of hours of administrative work, offering minimal insight into safety trends or reporting capabilities. Recognizing the need for a more efficient solution, Constellation implemented the Anvl Mobile App. This transition to a mobile-first system enabled the immediate deployment of a fully customized Near Miss program alongside digital workflows for various safety audits and permits. The app's adoption by around 400 technicians and supervisors facilitated tens of thousands of digital workflows, significantly enhancing the identification of hazards and risks directly in the field. The results were transformative. The app's adoption led to a 95% compliance rate across Constellation's safety programs, with thousands of workflows completed yearly. The app's offline functionality ensured uninterrupted productivity, while its features, such as voice-to-text, annotated photos, and video, enabled the collection of reliable data. This shift not only allowed for real-time issue identification and risk notification but also provided leadership with insights into trending hazards and operational challenges faced by the crew. Through the aggregation of thousands of safety-related data points, Anvl delivered scalable insights that were previously unattainable. Constellation could proactively identify the top issues their teams faced each quarter, including significant operational "Materials" issues, thereby reducing unnecessary expenses and optimizing material usage and time. Through the aggregation of thousands of safety-related data points, Anvl delivered scalable insights that were previously unattainable. Constellation could proactively identify the top issues their teams faced each quarter, including significant operational "Materials" issues, thereby reducing unnecessary expenses and optimizing material usage and time. Moreover, Anvl's introduction of proprietary metrics such as the Strength Score & Power Score enabled a nuanced assessment of safety performance across various levels of the organization. This holistic approach to safety management and continuous improvement has not only elevated compliance to an all-time high but also resulted in significant cost savings and increased work efficiency for Constellation What makes Anvl's software different from other connected worker solutions available on the market? What makes Anvl's software different from other connected worker solutions available on the market? Anvl’s Mobilize product leverages AI to automatically transform your company’s specific procedures and compliance documentation in seconds into dynamic logic workflows made available through our fully internationalized mobile app (iOS, Android, and Windows). How does the customization process work for a new client? Can you walk us through the highlights  from initial contact to full implementation? How does the customization process work for a new client? Can you walk us through the highlights  from initial contact to full implementation? This is where Anvl’s AI shines, implementation takes minutes rather than months. Upload your company's forms or  let Mobilize generate OSHA and ISO compliant programs and documentation in seconds. These are then made immediately available through our SOC2 compliant mobile app available through iOS, Android, and Windows. This is where Anvl’s AI shines, implementation takes minutes rather than months. Upload your company's forms or  let Mobilize generate OSHA and ISO compliant programs and documentation in seconds. These are then made immediately available through our SOC2 compliant mobile app available through iOS, Android, and Windows. In terms of data privacy and security, what measures does Anvl take to protect its users? In terms of data privacy and security, what measures does Anvl take to protect its users? Anvl leverages modern, best-in-class cloud and security architecture and protocols, and maintains SOC2 compliance. Looking ahead, how do you see Anvl evolving to meet future workplace safety and productivity needs? Looking ahead, how do you see Anvl evolving to meet future workplace safety and productivity needs? Anvl is positioned at the forefront of a significant transformation in workplace safety and productivity. Our vision is grounded in the continuous innovation and enhancement of our platform to not only meet but anticipate the evolving needs of the modern workforce. One key area of focus is the further integration of artificial intelligence and machine learning capabilities into our software. This will enable us to provide even more predictive analytics, offering businesses foresight into potential safety risks before they occur. By analyzing patterns and trends from the extensive data collected through our platform, we can identify probable hazards and advise on preventive measures, thereby shifting from reactive to proactive safety management. As the tenured labor force with vast institutional knowledge starts retiring en masse and a new generation, accustomed to smartphones and digital apps take their place , Anvl intends to enhance connectivity and real-time communication features. This will ensure that regardless of location, employees can access critical safety information, report incidents immediately, and receive timely support. Our goal is to create a seamless, integrated experience that prioritizes employee well-being and promotes a culture of safety, regardless of geographical boundaries. We are committed to making our platform even more user-friendly and accessible. By simplifying the user interface and enhancing the mobile experience, we aim to encourage higher engagement levels among frontline workers. Their direct input and feedback are invaluable for building a comprehensive safety culture. Collaboration with industry partners and regulatory bodies will also be a priority to ensure our solutions not only comply with but also influence future safety standards and practices. By staying ahead of regulatory changes and industry trends, Anvl can provide businesses with the tools they need to remain compliant and competitive. Collaboration with industry partners and regulatory bodies will also be a priority to ensure our solutions not only comply with but also influence future safety standards and practices. By staying ahead of regulatory changes and industry trends, Anvl can provide businesses with the tools they need to remain compliant and competitive. Lastly, sustainability and environmental health will play a larger role in our platform's evolution. Recognizing the intersection between environmental practices and worker safety, Anvl will expand its capabilities to support organizations in their pursuit of sustainability goals, ensuring a safe, healthy, and sustainable workplace for all. Our commitment to innovation, coupled with a deep understanding of our clients' needs, positions us to lead the way in creating safer, more efficient, and more resilient workplaces worldwide. How does Anvl stay ahead of changes in workplace regulations and ensure its platform remains compliant? How does Anvl stay ahead of changes in workplace regulations and ensure its platform remains compliant? Anvl’s AI ensures we are constantly evolving with the changing requirements and allows for real-time edits and customizations by clients. What advice would you give to businesses considering implementing a connected worker platform? What advice would you give to businesses considering implementing a connected worker platform? Ensure you implement a platform over a point solution; obsess over frontline worker usability and adoption (does it work offline?) and information integrity (how does the platform ensure data parity and data integrity while simultaneously solving for bespoke experiences for different areas and/or sites. Looking at the current landscape of workplace technology, where do you see the biggest gaps or opportunities for innovation? Looking at the current landscape of workplace technology, where do you see the biggest gaps or opportunities for innovation? Innovation is happening at a rapid clip, what the broader Industrial SaaS world needs is more integration and interoperability. Larger, established players should be willing and wanting to optimize end-user experiences and data enablement via simple integrations.

POWER LEADER: Anvl's Zach Taylor on the Connected Worker Platform for Safety and Productivity

Artificial Intelligence is . And for good reason: regardless of where you think we are in the hype cycle, it’s increasingly clear . The questions now turn to when and how it will impact specific markets and categories. all the rage amongst founders and investors AI is going to touch everything eventually I’ve about the and the impact on There’s a tendency to reduce AI to machine (ML), the subfield for AI’s resurgence, but ML is just one part of a broader story. been particularly excited consumerization of AI everyday products and platforms for consumers and professionals. learning primarily responsible . If Computer Science sparked an era of , Artificial Intelligence is sparking an era of It’s these that become the products of an AI-first world. I believe AI enables a new paradigm for how products are built by creators and experienced by users software-driven programs data-driven agents. intelligent agents Agents + Things Agents have a few essential traits: They’re designed to be autonomous, ambient, context-aware, proactive, and even full of personality. They’re equipped with fuzzy interfaces like voice, natural language and vision. They’re architected to sense, learn, decide, and act in environments with less structure (imperfect information, uncertainty, non-determinism, etc.). They’re powered at their core by data and algorithms wrapped in commodity software. And they’re deployed across a constellation of around us, from PCs and phones to wearables and to robots. things thereables None of these traits on its own is necessarily new or transformative. You can see hints of them poking through the current paradigm: voice assistants on the phone (e.g. Siri), notification-centric apps that deliver content and support interaction directly on the lock screen (e.g. Now, Yo), or apps that passively learn and take actions in the background (e.g. Swarm). apps + mobile But the of these traits shapes a new paradigm. This AI-enabled era, like the Internet- and mobile-enabled eras before it, creates space for new approaches — new strategies, architectures, platforms, products, experiences — that have the potential to transform existing market categories or create new ones altogether. synthesis agents + things Voice Assistants There are already a few highly visible “expressions” of . The shining example so far is the home-voice-assistant-speaker-thing category pioneered by Amazon Alexa + Echo and, now, Google Assistant + Home. CIRP since launching late 2014, not including this holiday season which saw ! agents + things estimates Amazon has sold 5.1M units Echo device sales up 9x over 2015 [Update: CIRP just released a report estimating 8.2M customers own an Echo .] For now, these products are simplistic, voice-activated assistants and skills embedded in your home environment. It’s only a matter of time before they also become proactive (e.g. nudge to get your attention), context-aware (e.g. detect presence, identify speakers), adaptive (e.g. learn from your behavior), and anticipatory (e.g. take predictive actions on your behalf). AI and ML are lynchpins to making this work, from the user interface to the agent behavior. The in these products will also operate on as many as will host them. Alexa can already indirectly control an ecosystem of smart home devices, and integrating her voice capabilities and custom skills. Google Assistant, too, takes shape outside of Home as a voice assistant on the Pixel phone and a bot in the Allo app. In time, agents will become loosely coupled with many devices rather than tightly coupled with mobile, as apps have been so far. agents things will soon work directly on a crush of 3rd party IoT products Chatbots Another expression of can be found in text-based chatbots on messaging platforms such as Messenger, Slack, and Skype. Analogous to rooms in the real world, messaging apps are data-rich, semi-structured environments in which bots can be ambient, context-aware, proactive, and so on. And they run across a wide range of OS and hardware platforms (e.g. iOS, Android, OS X, Windows, etc. and PCs, phones, watches, etc.) as well. agents + things Early indicators show the , but the AI promise of bots is still contentious. The category can be hard to make sense of because it lumps together three separate trends: conversational UI, new messaging platforms, and deep AI/ML technologies. Most bona fide “bots” only incorporate the first or second of these trends, but a small subset at the intersection of all three represent as characterized above. So even though most bots embody AI-enabled agents, and many of them , some of them . bot economy is growing faster than the app economy did agents don’t needn’t do It’s in this sense that chatbots are just another embodiment alongside voice assistants — not to mention new modalities like VR/AR-based characters and physical robots! In fact, the ultimate expression of is the choreography of user scenarios fluidly across environments (home, office, car, transit, …), devices (PC, phone, watch, hearable, …), and interfaces (voice, text, vision, …) through this multiplicity of embodiments. agents + things Endgame: Ubiquitous Computing The endgame of may well be the ubiquitous computing era that Mark Weiser and John Seely Brown : agents + things speculated about two decades ago The “UC” era will have lots of computers sharing each of us. Some of these computers will be the hundreds we may access in the course of a few minutes of Internet browsing. Others will be imbedded in walls, chairs, clothing, light switches, cars — in everything. UC is fundamentally characterized by the connection of things in the world with computation. This will take place at many scales, including the microscopic. They go on to outline the era’s attendant challenge of , a powerful rallying cry for realizing many of the long-standing promises of AI and IoT: calmness The most potentially interesting, challenging, and profound change implied by the ubiquitous computing era is a focus on . If computers are everywhere they better stay out of the way, and that means designing them so that the people being shared by the computers remain serene and in control. Calmness is a new challenge that UC brings to computing. When computers are used behind closed doors by experts, calmness is relevant to only a few. Computers for personal use have focused on the excitement of interaction. But when computers are all around, so that we want to compute while doing something else and have more time to be more fully human, we must radically rethink the goals, context and of the computer and all the other technology crowding into our lives. Calmness is a fundamental challenge for all technological design of the next fifty years. calm technology Time will tell when and how all this plays out, but the seeds of paradigm-changing products, platforms, and companies are being sown today. 🤖

Intelligent Agents + Things

361 Stories To Learn About Big Data

Let's learn about via these 63 free stories. They are ordered by most time reading created on HackerNoon. Visit the to find the most read stories about any technology. Space /Learn Repo 1. Exodus from Mars Mother Earth, the womb of the solar system. Every other place, foster homes for her unwanted children. What is next? 2. The Impact of Web3 and Blockchain on the Space Industry How can Web3 and Blockchain, two new technologies that are more associated with grifting and scams have anything to do with the space race? 3. Lets Go Beyond Nuclear Fusion and Extract Energy from Blackholes I actually have been thinking about this for many years, and up until recently it has been confirmed. This is nothing new, as cosmologist and thermonuclear physicist Yakov Zeldovich have discussed this nearly half a century ago. 4. The Westall UFO Incident Explained In Under 5 Minutes The Westall UFO [incident] occurred on April 6, 1966, in the Melbourne suburb of Westall, Victoria, Australia. The incident involved multiple reports of... 5. DIY Tutorial: Building a System to Track and Communicate with Satellites in Orbit The purpose of my project is to build a system for tracking satellites in orbit and will make it possible to communicate with the satellites 6. Why Every Company Will Eventually Become a Space Company At some point, every company will become a space company. Sounds stupid at the moment but soon all companies will want to be part of the industry. Here's how. 7. How Twilio Sent Code to Space In a first of its kind mission, Twilio invited participants to launch their code into the stratosphere, and have it run in space. 8. “A robot army isn’t an ideal opponent, but I would have a water gun” Naturally, another good portion of the population would be trying to destroy everything around them for stupidity’s sake. 9. I'll pick up the check - from space! Everyone is all like, don't come back from space Jeff, but let me you tell you something, I am single and ready to mingle. 10. Can Mankind Survive as an Interplanetary Species? Humanity is well on the way to becoming an interplanetary species, but can we overcome the challenges of survival on another planet? 11. With Close to $100 million in Total Sales in Metaverses, NFTs Are Boosting Commerce in Metaverses Space is a 3D virtual world experience which provides its citizens powerful tools to create content, build businesses, interact collaboratively, and own and mon 12. Nominee Paul Bailey is Building the Future of Automated Space Systems Paul Bailey from the United States has been nominated for a 2020 Noonie in the Software Development category. He is a System Architect at CognitiveSpace, a company performing R&D in the field of aerospace engineering. 13. How to Build SpaceX’s Starship The Starship is a reusable heavy-lift launch vehicle (rocket) designed to travel to space with cargo and humans on board. 14. What Is Elon Musk's Deal with Space Colonization and Underpopulation? Elon Musk is just too busy to explain why we should worry more about underpopulation than the overpopulation problem. 15. Videos About Space We Shouldn't Undervalue ▶️ Ok, let's explore a few cool videos that I think a lot of addicted to space people should watch. 16. This Swiss Company is Building a Constellation of Nano-Satellites Astrocast is a company working to provide 100% of global coverage for IoT with an innovative constellation of nano-satellites. 17. Student Spaceshot Rocket Clubs — Part 1 (USA) In the past few years, liquid propulsion and spaceshot rocket clubs have popped up at high schools and colleges worldwide. Let's take a look at some of them. 18. Everything You Need to Know About Nasa's Perseverance Rover NASA's latest and greatest $2.7 Billion rover, Perseverance, was launched on July 30, 2020. It was a huge deal, and you're probably confused as to why. NASA's Jet Propulsion Lab manufactured Percy, and it is expected to land on Mars on February 18, 2021. Though it looks like a tiny robot to the eye, it is the size of an SUV and weighs 1025 kg (2260 lb). Let's start with the purpose of the whole mission. Perseverance serves four purposes. 19. Starship Transformer: Launch And Land Anywhere  Even In Wind The moment SpaceX mastered rocket engine vectoring all kinds of cool new space ship design possibilities suddenly opened. 20. What is SpaceX's Starlink Project? - A Brief Summary SpaceX is preparing to deliver high-speed internet to the world by sending about 30 thousand satellites into the Earth's orbit. 21. Tesla Cybertruck: Built for Mars, Available on Earth Elon Musk is known for his incredibly ambitious, multi-year visions for the future. Tesla’s initial Master Plan, funding cheap vehicles with expensive ones, was realized with the Model 3. Now the Cybertruck is part of a whole new Master Plan that has much more to do with SpaceX than Tesla. You might love the Cybertruck, or you might hate it, but it was never designed for you. Cybertruck was designed to be extremely rugged, Mars rugged. 22. Merging The Galaxies With The Metaverse Space research meets the metaverse using advanced technologies like blockchain, AI, VR and cryptocurrency. Explore multiple use cases of metaverse in space and 23. We Need Some SPACE: What Is Missing From DORA? The SPACE framework offers a holistic approach which takes into account wellbeing, collaboration and satisfaction alongside the usual performance metrics. 24. Fermi Paradox: Is Earth on Quarantine? Someone asks me a year ago about what Fermi Paradox is. And it's not a simple question, especially when you dig deeper. So I'm sharing a list of excellent clips that you might enjoy. Especially with recent news from our science friends - I think this article should be published. 25. Sustainable Agriculture, Space Colonization, And Food Security Challenges As humans colonize space, advances in key agricultural technologies are key to achieving long term survivability and also help Earth at the same time. 26. On MoonDAO's Unending Ambition to Decentralize The Space Industry MoonDAO will stop at nothing to decentralize the space industry, or so it seems, and with a consortium of 1,000 crypto investors throwing 2,620 ETH behind it 27. A Beginner's Guide for Alien Invaders Exclusively on HackerNoon! An original never-before-published science fiction story! 28. The Minkowski's Four-Dimensional Space Relativity: The Special and General Theory by Albert Einstein is part of HackerNoon’s Book Blog Post series. 29. Always Bet Musk's Oxen! Fresh off the Virgin Martian Express, Jackson had a layover at the Blue Origin moon base. He was trying to get to the Starbase Autonomous Zone 30. Why SpaceX’s Historic Starship Flight Wasn't a “Failure” This week, the coverage of one of humanity’s most impressive milestones was reduced to a climax of fire. Starship didn’t fail. Science divulgation, however, might have. 31. The Noonification: Can Mankind Survive as an Interplanetary Species?  (10/20/2022) 10/20/2022: Top 5 stories on the Hackernoon homepage! 32. Advancements in Airplane Tech Could Lead Major Airports to Become Spaceports Hypersonic aviation is going to open up more opportunities than it realises and airports need to be on the ball to become spaceports themselves. 33. Why Netflix’s Squid Game is NOT Close to Reality I'm not thrilled, and I'm far away from being obsessed with Netflix's Squid Game. 34. The Universe is So Big, Aliens Must Exist This Slack discussion by Utsav Jaiswal, Arthur, Patrick Lee (Mentor) and Limarc occurred in hackernoon's official #slogging-beta channel. 35. Spacecraft Engineering Models: How to Migrate UML to TypeQL How to map UML to TypeQL. Read how the European Space Agency migrated their spacecraft engineering models from UML to TypeQL for use in a TypeDB database. 36. Big ‘Earth Observation’ Data: Challenges and Applications As nearly a thousand Earth observation satellites currently orbit the planet, terabytes of remote sensing data and satellite imagery of land, vegetation, water bodies, glaciers, urban landscapes, and other geographic features become available for end users across multiple industries. Modern GIS systems allow the collection of all such geospatial data in one place for a comprehensive analysis of the area under study. 37. SpaceX Starlink Master Plan A parody, not written by Elon Musk 38. The Computational Infrastructure Behind Habidatum Location Risk Score Learn about space-time indexing at scale using quadkeys and clickhouse. 39. UFOs: Five things we can be pretty sure about technologically superior civilizations If we believe in evolution then, however, sophisticated form of life they are. They probably evolved from the simplest life forms  daily fighting for survival. 40. Main Reasons To Build Intelligent Space Stations With An Artificial Gravity It’s been the dream of many space enthusiasts from the 1960s to live in an intelligent artificial gravity space station ever since it was popularized by NASA chief scientist Von Braun and the legendary film: ‘Space Odyssey: 2001’. Unfortunately, generating artificial gravity for astronauts was not a priority for NASA as astronauts were able to reduce some of the impact of weightlessness on their bodies thanks to a ruthless exercise regimen. Further, a ship that contains a centrifuge for generating artificial gravity would be extremely expensive to launch to orbit. So, NASA ended up sticking with a compact and modular station that is more affordable with their budget and that doesn’t deal with weightlessness risk and accepted the risks it posed to astronauts in the international space station. Below is a comprehensive list of health risks astronauts face in the zero-g space station. Weightlessness risks are highlighted in the red box. 41. Quantum Origin, CosmicOS, and Lambda Calculus In regards to Quantum Origin, you may have read my post from June. This is a follow up to it. In our observable universe, it seems infinite in terms of the scale everything is in, whether going on in the micro, nano or cosmic scales and beyond. I followed up on the fact that there are certain mathematical patterns in regards to everything and I'm evidentially wanting to make a theory of everything. Proof in regards to my mathematical proposals in terms of computation would be solving the holy grail of man's biggest questions. While I'm confident in regards to the math and the way things are structured, there are things I have thought about in regards to taking things a step further. 42. About Man's Need to Go to Space Human Expansion: the space industrialization 43. Building a Decentralized and Uncensorable Internet — The Nexus Protocol Building a Decentralized and Uncensorable Internet — The Nexus Protocol 44. NASA Discovers Evidence of ‘Water Worlds’ in Deep Space Scientists have spotted two water worlds, Kepler-138 c and Kepler-138 d, that they think could be teeming with water. 45. How Starlink is Disrupting the Internet Starlink, by SpaceX, will provide internet from the constellation of low Earth orbit satellites with low latency and high speed compared to submarine cables. 46. The United States Lost the Space Race With the discovery of water ice on the moon, a self-sufficient base becomes a real possibility. We're going to the moon, but only if some corporation takes us. 47. In Memoriam: the Fallen Defenders of G'oldurree When We Are Gone, Will There Be Anyone to Mourn Our Passing? 48. First-ever Image Of A Multi-planet System Around A Sun-like Star In this thread, the HackerNoon Community discusses their thoughts on scientific evolution, its consequences, and our favorite Hubble images. 49. Spacetex: Clothes Made for Space, the Fiber Behind Gravity Spacetex textile is changing the game in fashion introducing subcategories such as Dystopian Fashion and Techwear. 50. Latin America Seeks its Riches in Space by Reaching Jupiter in 30 Days JOVE is a novel solar-powered mission that will use the solar wind's momentum, speed, and direction as the propulsive thrust to reach Jupiter in 30 days 51. The REAL Life of Pi: Ethereal, Romantic, Mysterious And Completely Memorizing “Probably no symbol in mathematics has evoked as much mystery, romanticism, misconception and human interest as the number Pi” ~William L. Schaaf, Nature and History of Pi. π 52. Space Exploration: New Frontier For Technological Innovations From the earliest known periods of human history, people have always been fascinated by the big yellow ball that provided light and heat, the tiny light dots shimmering in and regularly recurring tailed streaks dashing across the night sky. We wanted to know more about those objects, but the crippling limitations in our knowledge and technology didn’t allow that. 53. Starhopper: The Prototype Of Starship By SpaceX SpaceX is a space exploration company owned by a genius and a visionary Elon Musk who’s also the CEO of Tesla Inc. The main goal of SpaceX is to make space travel and exploration easy and efficient. Throughout the years, Elon Musk has done a lot of amazing things and has stayed completely open to the questions of the people. I think that Elon Musk’s transparency is his best quality. Anyways, let’s take a closer look at the latest advancement of SpaceX. 54. Can Satellites Help Combat Global Warming? In this slogging thread, our technology channel took the chance to discuss this news about the possibility of satellites helping fight global warming. 55. The Ongoing Mars Missions: Are We Ready to Live on the Red Planet? Back in the '60s, we saw the biggest and heated space race to the moon and now we are in the space race to Mars. The coming year is going to bring some exciting news and adventures about life on Mars. NASA is not alone this time either, there are several other space agencies sending Mars missions. But why are these space organizations spending their millions on such missions? Just to know one thing— could humans live on Mars? Does life exist on the red planet? 56. What 2021 Scientific Discovery Excited You the Most? In this slogging thread, our community shared their favorite scientific discoveries of the year. 57. The Long Game in the Space Industry: Why the Need to Transcend Requires Time and Effort Monica’s log, Stardate… I have been wanting to articulate some of my thoughts about the notion of time and effort for the space industry. Allow me to state some of my premises in advance. 58. Houston, We Have a Problem. There’s Not Enough Women on this Spaceship! Celebrate this Intentional Holiday with Girls that Rule the World! 59. The Space Tech Startup Making Our Internet A Better Place With Lasers🖖 Greetings, humans. I remote chat this afternoon with Rohit Jha, the CEO & Co-Founder of Transcelestial Technologies, a startup building light speed communications infrastructure for the next 100 years. 60. Visualizing Asteroids in Python with Bokeh and NASA APIs A GET request to the Astronomy Picture of the Day (APOD) web service on September 18, 2020, returned the above photo of the spiral galaxy Arp 78.  APOD is one of many APIs available through NASA Open APIs.  Like APOD, some include imagery, such as the Earth Polychromatic Imaging Camera (EPIC) API, which returns images like this: 61. Into Space MANY of my readers will remember the mysterious radio messages which were heard by both amateur and professional short wave operators during the night 62. NexOS, Internet of Things (IoT), And Beyond: Part I Understanding the inspiration and history behind Nexus helps convey the current vision. This is the first of three articles covering pertinent aspects of Nexus’ history in which the context is set for the burgeoning NexOS (Nexus Operating System), and its innovative security principles are introduced. 63. Argentina’s Steady And Visionary Path To Space Is An Inspiring Tale Which path is required for us to reach new worlds? Argentina’s history in the space industry shows an unwavering course of perseverance and resilience. Thank you for checking out the 63 most read stories about Space on HackerNoon. to find the most read stories about any technology. Visit the /Learn Repo

63 Stories To Learn About Space

351 Stories To Learn About Data Security

A single asteroid could yield trillions of dollars of rare earth elements like platinum and gold, as well as megatons of crucial natural resources like water. An emerging generation of startups are actively working to open up the field of investment opportunities to everyone, allowing them to participate in the anticipated boom in space-sourced wealth. These forward-thinking companies are harnessing blockchain technology and decentralized finance to democratize space exploration. As we find ourselves on the brink of a new era in space commerce, the prospects for involvement in the space economy have never been more accessible. Neil deGrasse Tyson believes that the world's first trillionaire will make their wealth from asteroid mining rights. Web3 Space exploration has undergone a remarkable transformation in recent years, shifting from being primarily a public government project to an increasingly private endeavor and now potentially venturing into the domain of decentralized space exploration. The Cold War rivalry between the United States and the Soviet Union fueled the original space race, resulting in significant government investments in space programs. , founded in 1958, became a symbol of government-led space exploration, culminating in the historic Apollo moon landings of the 1960s and 1970s. These missions were colossal in scale, requiring massive public funding. NASA However, as technology advanced and the costs of space access began to decrease, private companies started entering the scene. Companies like SpaceX have played a pivotal role in the transition to private space exploration. They introduced innovations in rocket design, reusability, and cost-efficiency, making space more accessible and commercially viable. Now, the concept of decentralized space exploration is on the horizon. Blockchain technology offers decentralized and transparent funding mechanisms that could help create a global community of supporters to back space exploration projects. could someday become a shared, open-source endeavor where enthusiasts, investors, and innovators from all corners of the world can actively contribute and collaborate beyond the boundaries of any nation, government, or private corporation. Space exploration Crowdfunding Space Exploration presents numerous fundraising opportunities not accessible through traditional financial channels. In a high-risk, high-reward sector like space exploration, securing capital is a significant challenge. DeFi's ability to facilitate peer-to-peer lending and investment opens up new avenues for space exploration startups and projects. Rather than relying solely on institutional investors or government grants, these entities can tap into a global network of backers willing to provide funding in a decentralized manner. Decentralized finance Instead of traditional venture capital or government grants, space companies can launch initial token offerings (ITOs) to raise capital. Investors purchase tokens in anticipation of the project's success, creating a dynamic market for space-related ventures. This approach could potentially reduce the financial risks faced by space entrepreneurs and enable a broader range of projects to come to fruition. One practical example of this is the emergence of space-focused ). These unique digital assets represent ownership or participation in space missions. NFT holders can support projects they believe in and, in some cases, even influence mission parameters. This direct engagement between enthusiasts and space companies marks a significant departure from the traditional top-down approach to running a space mission. NFTs (non-fungible tokens made history last year by using a smart contract to randomly select one of its NFT holding members for a journey into space aboard Blue Origin's New Shepard spacecraft. The winner, Victor Esphanha, had never purchased an NFT before and is only the second Brazilian astronaut in history. The Crypto Space Agency https://www.youtube.com/watch?v=2so1WEJJWrk&embedable=true , developed by Artemis Music Entertainment Inc., is a platform dedicated to exploring the intersection of art, music, and entertainment with the limitless possibilities of space exploration. In July 2021, Artemis Space Network achieved a historic milestone by sending the first NFT music and art to the International Space Station. The transmission featured Debussy's "Clair de Lune" and the groundbreaking NFT artwork " ," crafted by artist Micah Johnson. What makes this achievement even more extraordinary is the trajectory of the digital NFT source files, which were beamed into space from Houston, Texas, before traversing a constellation of satellites to reach commercial servers aboard the ISS. Following authentication in Earth's orbit, these files made their return to our planet, where they were relayed back to the mission control center and subsequently minted as authenticated NFTs. This remarkable odyssey covered an approximate distance of 125,000 miles, including a full orbit around Earth. Artemis Space Network Why Not Me Satellites and Blockchain Technology The question naturally arises: Should one individual possess such immense power? In a world where satellites are becoming increasingly indispensable to modern infrastructure, guaranteeing distributed control becomes essential. It is in this context that Web3 technologies emerge as a potential solution to decentralize and democratize the governance of these critical assets. Last year, the fate of the Russian-Ukraine war briefly hinged on Elon Musk's control of a vital Starlink satellite. There are already blockchain pioneers actively addressing the challenge of satellites as public infrastructure. These initiatives aim to ensure that control over such critical assets is not concentrated in the hands of a few individuals but rather shared among a broader and more diverse community. As the world continues to rely on satellites for an array of essential functions, these Web3 organizations are pioneering innovative solutions to promote transparency, fairness, and accessibility in satellite technology. is a crypto satellite company that has launched a network of satellites into space to enable global access to the Bitcoin blockchain, ensuring that it remains accessible even in remote or restricted regions. Blockstream's innovative move enhances the resilience of the blockchain ecosystem by reducing reliance on traditional internet infrastructure and granting access to a whole new body of potential users. Blockstream is at the forefront of space technology and Defi innovation. One of their flagship products, , represents a breakthrough in personal finance technology, giving individuals the power to be their own bank. Tethys is a secure portable terminal designed to conduct global financial transactions and manage user assets independently, privately, and securely, all facilitated through SpaceChain's satellite network. Notably, Tethys operates without the need for an internet connection, directly linking to satellites. This also makes it secure from malicious software attacks. Spacechain Tethys Companies from the financial mainstream have also started to recognize the revolutionary potential of the blockchain satellite sector. The trade was accomplished through the use of smart contracts on a blockchain network established between satellites orbiting the Earth. The success of this space-based blockchain network demonstrates the potential for decentralized data flow between satellites and paves the way for future developments, including peer-to-peer satellite marketplaces. J.P. Morgan achieved a groundbreaking milestone by conducting the world's first bank-led tokenized value transfer in space. Leading Players and Products in the Web3 Space Exploration Industry For a closer look at the tangible developments taking shape within the Web3 space industry, let's delve into a sample of some of the top products and enterprises being forged on the frontiers of decentralized space exploration. Cryptosat Cryptosat is a pioneering company at the cutting edge of space technology and blockchain innovation. In a partnership with Dfns Labs, Cryptosat has introduced the industry's first "Space Wallet." This innovative concept leverages the intrinsic security advantages of space by deploying satellites as co-signers in a , effectively shielding sensitive and high-value transactions from physical access-based attacks. By distributing private key shares among multiple signers, with one of them residing on a Cryptosat satellite in low-Earth orbit, the Space Wallet is secure even against powerful state actors. Cryptosat's vision is to provide an unprecedented level of security for the future digital economy. threshold signature scheme TrueSat TruSat is an experimental open-source and open-sensor system designed to create a reliable record of satellite orbits, with a primary focus on space sustainability standards. Space sustainability aims to safeguard the use of outer space and its socio-economic benefits for current and future generations, particularly by addressing the issue of orbital debris. By utilizing the Ethereum blockchain and their own software engine, they are able to verify the precise locations of satellites in the sky and establish a secure and immutable record of this data, thereby working to protect the long-term viability of space exploration for future generations. Proof of Satellite Copernic Space Copernic Space has created a marketplace for users to buy, sell, and manage space asset investments. Whether it's ownership of tangible assets in space or a direct stake in financing ambitious space ventures, Copernic Space makes it easy for industry outsiders to access and trade these rarified space assets. In a practical demonstration of what their platform can do, Copernic Space, in partnership with the Lady Rocket Foundation and Saving The Survivors, released the , aimed at preserving struggling rhino populations in South Africa through the use of satellite imagery and advanced tracking systems. “Satellite Rhino” NFT AMi Exploration Program The AMi Exploration program is a ten-year initiative focused on profitable asteroid mining, with the objective of returning precious metals valued at $1 billion to Earth by 2031. Their first mission in 2027 aims to bring back platinum worth approximately $34 million, with plans to increase the payload with each subsequent mission. The AMiE tokens are used to purchase these valuable resources, allowing token owners to buy ore and other materials from asteroid mining activities. The program also emphasizes eco-friendly rocket technology and commits to spending $100 million of mining revenue on global social and environmental causes, including education, healthcare, and combating global warming. Conclusion The is poised to revolutionize the space exploration industry. Decentralized funding models, data integrity, and enhanced space tourism experiences are just a few of the ways in which blockchain technology is reshaping the industry. As Web3 continues to evolve, its impact on space exploration is only going to expand, ushering in a new era of collaboration and innovation in the quest to explore the cosmos. emergence of Web3 technologies

CONSTELLATION SOFTWARE INC.

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CONSTELLATION SOFTWARE INC.

csisoftware.com

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Since 1995

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CONSTELLATION SOFTWARE INC.

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