𝐔𝐳𝐳𝐚𝐥🍁𝐊𝐫𝐢𝐬𝐡²·⁰🦋

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𝐔𝐳𝐳𝐚𝐥🍁𝐊𝐫𝐢𝐬𝐡²·⁰🦋 banner
𝐔𝐳𝐳𝐚𝐥🍁𝐊𝐫𝐢𝐬𝐡²·⁰🦋

𝐔𝐳𝐳𝐚𝐥🍁𝐊𝐫𝐢𝐬𝐡²·⁰🦋

@uzzal4071

PrismaX and Donut Ai Web3 Contribution I'm real human and real person

Khulna, Bangladesh Tham gia Ekim 2025
393 Đang theo dõi189 Người theo dõi
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𝐔𝐳𝐳𝐚𝐥🍁𝐊𝐫𝐢𝐬𝐡²·⁰🦋
1st year journey Complete PrismaX Ai Happy Birthday 🎂 PrismaX AI After completing an incredible 1-year journey,PrismaX AI stands today as a growing symbol of innovation, collaboration and community driven progress.Over the past year,it has not only expanded as a project but also shaped a strong ecosystem where people from different backgrounds come together with one shared vision building the future of Physical AI. In this one year,PrismaX has brought us many meaningful experiences. It has created opportunities to learn about AI, data systems and emerging technologies while also giving community members a chance to actively contribute to real innovation. More than just a platform,it has become a space where ideas are shared,skills are developed and global connections are formed. A Year of Growth and Vision The journey of PrismaX over the past year reflects steady growth and clear direction.From early development stages to building a stronger community presence,every step has been focused on long-term innovation and impact. The vision of creating a Data Layer for Physical AI is not just a concept,it is becoming a reality through continuous development and active community participation.This makes PrismaX more than just a project it is a movement toward the future of intelligent systems. @shayebackus Building a Global Community One of the strongest achievements of this year is the growth of its community. People from different countries, cultures and skill sets have joined together under one mission. Contributors,moderators,ambassadors and supporters all play an important role in shaping the ecosystem. @PrismaXai @vivianrobotics @MaxC16134 This diversity is what makes PrismaX powerful a global network working together to build something meaningful for the future of AI. Learning,Contribution & Opportunity Over the past year,PrismaX has provided valuable opportunities for learning and contribution.Many community members have gained hands on experience in AI related tasks, campaigns and collaborative projects. It is not just about observing technology it is about being part of the process. This active participation has helped many individuals grow personally and professionally. Appreciation for the Team & Community A special appreciation goes to the PrismaX core team for their dedication, leadership and continuous effort in building this vision. At the same time every single community member deserves recognition.Your time,energy and contributions have played a key role in making this first year a success. Looking Ahead As PrismaX moves into its next chapter, the future looks even more promising. With stronger foundations,an active community and a clear vision,the journey ahead is filled with opportunities. New innovations. New milestones. New achievements.A stronger global impact. @Shifu_38 Happy Birthday PrismaX AI May this new year bring even more growth,innovation and success. Proud to be part of this journey. PrismaX Global Community #HappyBirthdayPrismaX #MyStoryWithPrismaX
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🍂𝑺𝑨𝑹𝑨𝑯 || 𝑭𝑺ツ
𝙃𝙖𝙥𝙥𝙮 𝘽𝙞𝙧𝙩𝙝𝙙𝙖𝙮 𝙋𝙧𝙞𝙨𝙢𝙖𝙓🎉 ◆ PrismaX at One A Milestone Worth Celebrating Today marks an important milestone in the PrismaX journey. As PrismaX completes its first year I would like to reflect on the experience of being part of this growing community and everything it has contributed to my Web3 journey. When I first joined PrismaX I was looking for a place to learn explore and connect with like minded people in the Web3 space. What I found was much more than a community. I found an environment where members support one another share knowledge and grow together. Over the past year PrismaX has continued to build a strong and welcoming ecosystem. Every discussion event campaign and community activity has created opportunities for members to learn something new and become more involved. Being part of these experiences has helped me gain valuable knowledge and a deeper understanding of the Web3 space. ◆ My Journey With PrismaX ➤ Joined PrismaX to explore and learn more about Web3 ➤ Engaged with community discussions and activities ➤ Connected with supportive and knowledgeable members ➤ Learned from experienced contributors and moderators ➤ Developed a greater understanding of community building and collaboration ➤ Became part of a positive environment that encourages growth and participation One of the things I appreciate most about PrismaX is the community itself. The willingness of members to help one another creates an atmosphere that is both welcoming and inspiring. Whether someone is new to Web3 or already experienced there is always an opportunity to learn contribute and grow. ◆ What Makes PrismaX Special ➤ Strong and supportive community ➤ Consistent growth and innovation ➤ Opportunities to learn and develop new skills ➤ Dedicated team and moderators ➤ A shared vision for the future ➤ An environment where every member can contribute As PrismaX celebrates its first year I would like to thank the team moderators ambassadors and community members who have made this journey meaningful. Their dedication hard work and commitment continue to shape a community that people are proud to be part of. The achievements of the first year are only the beginning. I am excited to see how PrismaX continues to grow and evolve in the years ahead. Congratulations on an incredible first year and best wishes for many more milestones to come. ◆ Special Appreciation I would like to sincerely thank our dedicated team: ➤ Investors: @shayebackus ➤ Moderators: @vivianrobotics @MaxC16134 #HappyBirthdayPrismaX #MyStoryWithPrismaX @PrismaXai
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Hanvis ✱,✱
Hanvis ✱,✱@Hanviiw_JS·
When people look at this logo, they see PrismaX. When I look at it, I see something else. Hundreds of contributors. Thousands of interactions. Countless hours spent helping Physical AI move forward. Every operator. Every creator. Every community member. A small piece on their own. But together, they become something much bigger. Hundreds of voices. One mission. 🤎 @PrismaXai #PrismaXai #PhysicalAI @vivianrobotics @MaxC16134
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Pabloescobarpk
Pabloescobarpk@Pablomarti52246·
Why PrismaX Matters for the Future of Physical AI Most AI learns from text. But robots learn from the real world. To build truly intelligent robots we need a system that connects robots data and human expertise at scale. That's the vision behind PrismaX. PrismaX is building the service layer for Physical AI. Its goal is simple: ➡️ Robots perform tasks ➡️ Tasks generate data ➡️ Data improves AI models ➡️ Better models create smarter robots A continuous intelligence flywheel. One of the biggest challenges in robotics today is data. While language models train on massive datasets robotics datasets remain relatively small. PrismaX focuses on creating systems that collect and validate large scale real world robotics data. Another key pillar is teleoperation. Humans can remotely control robots to complete real world tasks. This not only helps robots perform useful work today but also generates valuable training data for future AI systems. PrismaX believes robotics needs common standards. From robot configurations and environments to task structures and data collection methods standardization helps create higher quality datasets and better intelligence over time. The long term vision goes beyond operating robots. PrismaX is developing an owner operator model where individuals and organizations can contribute robots operate them and help generate or validate data for the network. At its core PrismaX is focused on three critical pillars: 🔹 Data 🔹 Teleoperation 🔹 AI Models Together these pillars create a powerful feedback loop that accelerates progress in autonomous robotics. The future of robotics isn't just about building better hardware. It's about creating the infrastructure that allows robots humans and AI systems to work together efficiently. That's the layer PrismaX is building. @PrismaXai
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Pabloescobarpk@Pablomarti52246

Most people think Web3 needs more apps. But before apps can truly scale they need an ecosystem where users builders and communities can work together seamlessly. That’s one of the ideas behind PrismaX. PrismaX is focused on making Web3 more practical and accessible. The goal isn't just adding more technology. It's creating an environment where blockchain can be useful in everyday digital experiences. A strong ecosystem needs more than transactions. It needs Builders creating products Communities growing together Users finding real value PrismaX aims to connect all three. Many blockchain users still face fragmented experiences. Different networks. Different tools. Different communities. PrismaX focuses on bringing these experiences closer together through a unified ecosystem. For Web3 adoption to grow people need simplicity. Not everyone wants to understand complex infrastructure. They just want products that work. PrismaX is built with that long term vision in mind. The future of Web3 isn't only about speed. It's about creating opportunities for Gaming DeFi Communities Builders All working inside one connected ecosystem. Web3 succeeds when technology becomes useful accessible and community driven. That's the direction PrismaX is working toward One ecosystem Real utility Endless possibilities @PrismaXai

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BLACK `🫦' SCP
BLACK `🫦' SCP@SCP291994·
🎉 Happy first birthday PrismaX!🎉 My journey with @PrismaXai started quite by accident. When I first learned about PrismaX, what attracted me was that the project was building a platform around robotics technology and remote robot control. Then I asked myself: "Is this a step change in the way humans interact with technology and robots in the future?" That curiosity made me take the time to learn more about PrismaX. The more I explore, the more excited I become about the vision the project is pursuing: connecting humans and robots through the internet, data and AI in a completely new way. One of the most memorable moments for me was logging into the PrismaX dashboard for the first time and seeing the ecosystem the team was building. From Robotic Data, Live Control to Robot Fleet, they all give me the feeling that this is not just an idea on paper but a real platform that is being realized day by day. During my time with PrismaX, I actively followed updates, participated in community activities and learned about the technologies behind the project. Not only did it help me expand my knowledge about robotics, AI and data, but it also helped me meet many members who share a passion for future technology. PrismaX impacted my journey by making me see more clearly the potential of robotics in the real world. From someone who was just curious about technology, I became someone who is truly interested in how AI and robotics can change human life in the coming years. Thank you to the PrismaX team and community for an inspiring first year. I look forward to witnessing even greater milestones in the future and continuing our journey to build the next generation of robotic infrastructure. 🚀 Wishing PrismaX a new year of success, growing stronger and continuing to bring robot technology closer to people around the world! Happy 1st Birthday, PrismaX! 🎂🤖🎉 #HappyBirthdayPrismaX #MyStoryWithPrismaX
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BLACK `🫦' SCP@SCP291994

Fine-tuning for each user consumes huge resources. @TheARCTERMINAL does the same thing with just 57.8 KB which is 17,700 times more efficient. => But the number is not the most impressive thing. 🏗️ What's more impressive is that the personalized fingerprint runs in parallel on GPT-4o, Claude and Grok at the same time, without being locked into any ecosystem. Portable, private, and completely in your control. This isn't personalization the way the platform wants it - this is personalization the way you need it.

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DY
DY@1914DY·
One year ago, @PrismaXai emerged with a simple idea: the future of robotics won't be built by hardware alone it will be built by data, coordination, and the people teaching machines how to understand the physical world. 12 months later, that idea feels a lot more like reality
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Sagar Howlader
Sagar Howlader@itsagar9·
Robotics is now coming within reach of ordinary people thanks to @PrismaXai Many still think that contributing to robotics requires expensive robots or hardware. But PrismaXai is completely changing that perception. You can actually start with very simple things. The biggest challenge in robotics isn’t the model it’s the lack of data. Everyone is talking about bigger and bigger AI models, but in reality, robotics can’t move forward without quality data.PrismaXai has come up with a brilliant initiative Decentralized Sub Surface Mapping. Building smart cities requires accurate underground information pipes, cables, tunnels, and more. But this data is still scattered, siloed, and outdated. #PrismaXai is crowdsourcing this crucial data from everyone and bringing it on-chain. This way, ordinary people can also play a part in shaping the future of #robotics and smart cities. What do you think? How important is it to make robotics accessible to everyone?
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𝐃𝐎𝐍
𝐃𝐎𝐍@md_don_Morph·
I made a website for PrismaX communty member To make PrismaX resources more accessible and organized, I created a dedicated website for the community. On the website, members can easily browse and download a variety of resources, including: -Backgrounds -Logos -Stickers -Content Guides -Community Assets -And other useful resources website - prismax-assets.netlify.app The goal was to bring everything together in one place so community members don't have to spend time searching through channels or files. Whether you're creating content, designing graphics, making presentations, or working on a PrismaX related project, the resources are now easier to find and use. I've also tried to keep the website simple, clean, and user friendly so everyone can quickly access what they need. This is a small contribution to the PrismaX community, and I hope it helps members be more productive and creative. Feel free to explore the website and share your feedback, suggestions, or ideas for future improvements. Every suggestion is appreciated and will help make the platform even better for everyone.
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𝔸𝔹𝔻𝕌𝕃𝕃𝔸ℍ
Happy belated birthday @PrismaXai 🎉🦾 Yesterday was PrismaX’s birthday, but I kept thinking about an idea and finally finished this artwork today. I don’t really have a long story yet I joined the community only a couple of months ago and I’m still new here. But even in this short time, I’ve learned a lot. From discovering more about physical AI to watching how teleoperation works in real time, it opened a new perspective for me. What I enjoyed most wasn’t only the technology it was also seeing people share ideas, experiences, and build together as a community. This artwork is my small way of joining the celebration 🎂 Still learning. Still creating. And I’ll keep trying to contribute in my own way through artworks and community support 🦾 Hope to create more and become part of many more PrismaX memories ahead. #HappyBirthdayPrismaX #MyStoryWithPrismaX
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Yukihiro
Yukihiro@yuki_120022·
The Rumble Rush event was a great success, bringing together @PrismaXai community members for an evening of competition, fun and meaningful connections. Thank you to everyone who participated and contributed to making the event memorable. Congratulations to our event champions: 🥇 @0xMavve - 1st Place 🥈 @Shinnnnn262 - 2nd Place 🥉 @Salted_Juice - 3rd Place Your outstanding performance and competitive spirit made the event even more exciting. We appreciate everyone who joined us and look forward to seeing you at our next community event. Good Evening and Gprisma.
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Yukihiro@yuki_120022

Rumble Rush is here!🏃‍♂️🎮 @PrismaXai community members, get ready for an action packed night of fun, competition and excitement as we host our very first Rumble Rush. 📅 6/18/2026 🕘 7:00 PM (Philippine Time) 📍 Filipino Channel 🎤 Host: Yukihiro Bring your energy, challenge your fellow community members, and race your way to victory. See you there and may the fastest player win! 🔥 Gprisma Everyone

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Sahar
Sahar@sahar_zeinali·
Happy 1st Birthday, PrismaX 🎉 Honestly, one of the best things about PrismaX has been the community. I've met some great people, joined fun events, and learned a lot along the way. It’s been a really enjoyable journey so far, and I’m grateful to be part of it. Huge thanks to the team and everyone who helps make this community what it is. Looking forward to seeing how far PrismaX goes from here. 💜 @PrismaXai @vivianrobotics #HappyBirthdayPrismaX #MyStoryWithPrismaX
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Sahar@sahar_zeinali

PrismaX AI connects humans and robots to improve physical AI by creating an open teleoperation network. Humans remotely control robots, generating high quality data that trains robot intelligence. This project addresses the lack of real world data for robot learning, creating a shared system for human contributors and rewarding them for data quality. PrismaX provides infrastructure for robotics companies, accelerating the development of more capable robots. @PrismaXai @vivianrobotics

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mahsun
mahsun@MJahangirifard·
My story with PrismaX About three months ago, @PrismaXai entered my life, and about a month ago, I started my activity seriously, and to be honest, it was a very good event in my life, and I regret why I didn't start my activity from the very first days. From the very first days, I remember jumping into the community and feeling a little lost, but I was immediately welcomed. The energy of the community was so high, they were sharing crazy ideas, learning together and pushing each other forward. It felt like joining a family of dreamers and doers. The moment when I worked with robots on the Prisma teleoperation for the first time and controlled the robot with my laptop at home, it was really fascinating to me and it was a feeling I had never experienced before. I was interested in the Prisma project from the very beginning and I was active all the time because the community that this project has is really active and everyone helps each other and this gives energy to a person, and that's why I was able to get the Reactive and Assistive roles in this period of one month. The most interesting moment for me was when I met one of my old friends completely by chance in the Prisma community. It was really a strange and unexpected experience; In a space where people from different parts of the world have gathered together, I suddenly faced a familiar face. Since then, our relationship has become even stronger and now we are working together on the project, sharing our ideas and working together to make further progress. This incident showed me that communities are not only a place for learning and activity, but can also be the foundation of valuable and lasting friendships and collaborations. In this short time, I have made many friends from different countries that I really enjoy talking with. All of them are kind, helpful and friendly, and each brings with them different perspectives and experiences. Familiarity with different cultures, languages ​​and ways of thinking has broadened my view of the world and I have learned many things. One of the most beautiful parts of this experience is that despite geographical distances, real and valuable connections can be made. These friendships have shown me that kindness, respect and cooperation know no borders and that people in any part of the world can inspire and support each other. PrismaX didn't just give me tools or a forum. It gave me confidence, direction and a place where I feel like I truly belong. It reignited my excitement for robotics and reminded me why I fell in love with this space in the first place. Thanks to entire PrismaX team and each and every member @vivianrobotics @MaxC16134 @shayebackus #HappyBirthdayPrismaX #MyStoryWithPrismaX
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Fahad
Fahad@why_fahad44·
Unlocking the Potential of Embodied AI Through Decentralized Tele-op Data The robotics industry currently confronts a formidable obstacle: a scarcity of physical world data needed to train AI for genuine real world interaction. PrismaX AI emerges to resolve this challenge through its cutting edge infrastructure centered on teleoperation data acquisition. What positions this as a genuine breakthrough? Multi-Modal Data Capture: @PrismaXai gathers a substantially richer stream of information than mere video footage, encompassing proprioceptive signals (joint positioning and torque), tactile feedback (grip pressure sensitivity), and spatial visual data. A Decentralized Ecosystem: Rather than depending on a single closed laboratory, PrismaX AI cultivates a worldwide network linking human operators, diverse robotic hardware, and AI researchers together. Powering Foundation Models: The premium data harvested through this network fuels the training of more resilient Robotics Foundation Models, enabling robots to navigate unfamiliar environments without succumbing to unforeseen failures. Web3 Powered Incentives: Backed by a16z crypto, the project leverages Web3 infrastructure to reward data contributors and robotic node operators, cultivating a sustainable economy built around physical world data.
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Nusratsathi
Nusratsathi@mirajsathi·
𝗚𝗽𝗿𝗶𝘀𝗺𝗮 𝗲𝘃𝗲𝗿𝘆𝗼𝗻𝗲 𝗧𝗵𝗲 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗟𝗮𝘆𝗲𝗿:𝗦𝗰𝗮𝗹𝗶𝗻𝗴 𝗕𝗲𝘆𝗼𝗻𝗱 𝗥𝗮𝘄 𝗗𝗮𝘁𝗮 𝘄𝗶𝘁𝗵 𝗣𝗿𝗶𝘀𝗺𝗮𝗫 ​The Data Paradox ​We are drowning in data but starving for actionable truth. Modern enterprises don’t have a collection problem they have a synthesis problem. Raw data is just noise until it is weaponized into strategy 𝗘𝗻𝘁𝗲𝗿 𝗣𝗿𝗶𝘀𝗺𝗮𝗫 : 𝗧𝗵𝗲 𝗖𝗼𝗴𝗻𝗶𝘁𝗶𝘃𝗲 𝗕𝗿𝗶𝗱𝗴𝗲 PrismaX isn't just another analytics platform. It functions as the central nervous system for the modern enterprise seamlessly bridging the gap between hardware autonomy artificial intelligence, and executive execution. 𝗖𝗼𝗿𝗲 𝗖𝗮𝗽𝗮𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀 ​Autonomous Evolution: While traditional software simply aggregates logs, PrismaX continuously learns from operational environments, self correcting and evolving its predictive models in real time. Smarter Automation: We move past rigid rule based automation. PrismaX injects contextual intelligence into workflows allowing machines and software to handle complex fluid scenarios. ​Smarter Automation: We move past rigid rule based automation. PrismaX injects contextual intelligence into workflows, allowing machines and software to handle complex, fluid scenarios. Instantaneous Decision Velocity: In the current market landscape, a delayed decision is a failed decision. PrismaX processes high velocity operational data to deliver microsecond insights turning latency into a thing of the past. 𝗧𝗵𝗲 𝗕𝗹𝘂𝗽𝗿𝗶𝗻𝘁 𝗳𝗼𝗿 𝘁𝗵𝗲 𝗡𝗲𝘅𝘁 𝗘𝗿𝗮 Industry leadership will no longer be defined by who accumulates the most data, but by who possesses the highest decision velocity. ​As AI and robotics radically reshape global industries, @PrismaXai provides the essential intelligence layer that keeps enterprises competitive hyper efficient, and inherently future ready. ​Let's pioneer the convergence of robotics and cognitive AI together. ​ @MaxC16134 @vivianrobotics
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Sakib49💥
Sakib49💥@shahriyasakib29·
🇧🇩 Huge congratulations to the 3 legends from Bangladesh who reached the GROUNDBREAKER (highest role) in the PrismaX Discord community! They are: 1. @himuK0105 2. @0xAshiqX 3. @luffyzorousof20 They didn’t get here overnight. They showed up. They contributed. They supported the community. They created value. And they kept building. In a global ecosystem where recognition is earned through impact, reaching the top role is proof that Bangladesh is not just participating ; we’re making our presence felt. Massive congratulations to all three of you 👏 Your journey will inspire many more people from Bangladesh to contribute, learn, and grow inside @PrismaXai. The future belongs to builders. 🚀🇧🇩 All in prismaX. @PrismaXai @MaxC16134
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𝐔𝐳𝐳𝐚𝐥🍁𝐊𝐫𝐢𝐬𝐡²·⁰🦋
1st year journey Complete PrismaX Ai Happy Birthday 🎂 PrismaX AI After completing an incredible 1-year journey,PrismaX AI stands today as a growing symbol of innovation, collaboration and community driven progress.Over the past year,it has not only expanded as a project but also shaped a strong ecosystem where people from different backgrounds come together with one shared vision building the future of Physical AI. In this one year,PrismaX has brought us many meaningful experiences. It has created opportunities to learn about AI, data systems and emerging technologies while also giving community members a chance to actively contribute to real innovation. More than just a platform,it has become a space where ideas are shared,skills are developed and global connections are formed. A Year of Growth and Vision The journey of PrismaX over the past year reflects steady growth and clear direction.From early development stages to building a stronger community presence,every step has been focused on long-term innovation and impact. The vision of creating a Data Layer for Physical AI is not just a concept,it is becoming a reality through continuous development and active community participation.This makes PrismaX more than just a project it is a movement toward the future of intelligent systems. @shayebackus Building a Global Community One of the strongest achievements of this year is the growth of its community. People from different countries, cultures and skill sets have joined together under one mission. Contributors,moderators,ambassadors and supporters all play an important role in shaping the ecosystem. @PrismaXai @vivianrobotics @MaxC16134 This diversity is what makes PrismaX powerful a global network working together to build something meaningful for the future of AI. Learning,Contribution & Opportunity Over the past year,PrismaX has provided valuable opportunities for learning and contribution.Many community members have gained hands on experience in AI related tasks, campaigns and collaborative projects. It is not just about observing technology it is about being part of the process. This active participation has helped many individuals grow personally and professionally. Appreciation for the Team & Community A special appreciation goes to the PrismaX core team for their dedication, leadership and continuous effort in building this vision. At the same time every single community member deserves recognition.Your time,energy and contributions have played a key role in making this first year a success. Looking Ahead As PrismaX moves into its next chapter, the future looks even more promising. With stronger foundations,an active community and a clear vision,the journey ahead is filled with opportunities. New innovations. New milestones. New achievements.A stronger global impact. @Shifu_38 Happy Birthday PrismaX AI May this new year bring even more growth,innovation and success. Proud to be part of this journey. PrismaX Global Community #HappyBirthdayPrismaX #MyStoryWithPrismaX
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Ashik
Ashik@AI_Ashik07·
Happy 1st Birthday @PrismaXai It's amazing to see how much progress has been made in just one year. What started as a vision to connect humans, robots and AI through teleoperation has grown into a community helping build the future of Physical AI. From generating high quality robotics data to creating opportunities for people around the world to interact with real robots, prismaX is working on a piece of infrastructure that I believe will become increasingly important as robotics continues to evolve. My own journey with prismaX has been a memorable one. I've been following the project and its progress since the early days, and a few months ago I officially became part of the community. Since then, I've tried to contribute in my own way through content creation, artwork, AMAs, quizzes, regional activities and community discussions. I'm far from perfect but i always try to learn, improve, and contribute whenever I can. Thank you to the entire prismaX team and community for making this journey so enjoyable. Special thanks to @kamrulbroz for introducing me to prismax. Excited to see what the next year brings for Physical AI and for prismaX. Thank you to the entire prismaX team and community for making this journey so enjoyable. #HappyBirthdayPrismaX #MyStoryWithPrismaX CC : @realAltcoiner | @edward_evm
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Almond Robotics
Almond Robotics@almond_robotics·
Watch Axol run a simple ACT model. Only 50 episodes needed.
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