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CEO HyperCycle.AI
Global Chair IEEE AI Standards.…
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Articles by Toufi
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The Internet of AI Didn’t ONLY End the Most Vicious War Before It Started — IoAI Won Silently. Efficiently. Irreversibly.
The Internet of AI Didn’t ONLY End the Most Vicious War Before It Started — IoAI Won Silently. Efficiently. Irreversibly.
It wouldn’t be a silent victory if your hair stylist was already opining about it. In fact, if many had heard about it,…
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Named South Korea Co-Lead #1 for The Internet Of AI with the Launch of $1.1B Subsidiary of HyperCycle UAE in Korea.Nov 6, 2025
Named South Korea Co-Lead #1 for The Internet Of AI with the Launch of $1.1B Subsidiary of HyperCycle UAE in Korea.
Background: This update comes exactly one month after Hypercycle UAE's September 15th announcement of its headquarters'…
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IoAI will end the AI war before it begins.Jul 18, 2025
IoAI will end the AI war before it begins.
The Precipice We Share: An AI Race to an Unwinnable War It is impossible to ignore the palpable sense of acceleration…
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32 Characters: Worth 1000 PicturesJun 22, 2020
32 Characters: Worth 1000 Pictures
It is actually an understatement. Trillions of pictures, contents and videos.
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19 Detrimental threats of COVID-19: COVID-19 is not one of themApr 5, 2020
19 Detrimental threats of COVID-19: COVID-19 is not one of them
Despite the tragic losses, we "humanity" can think of the future generations to come, the ones surviving and can still…
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Which pill would Mark Zuckerberg give his daughters?Sep 27, 2019
Which pill would Mark Zuckerberg give his daughters?
A decade from now (more or less) the smart phone you put in your pocket will likely have 9 billion times more…
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The AI movement has caught on. The Vision is about to catch on.Aug 11, 2019
The AI movement has caught on. The Vision is about to catch on.
During my term at ACM, I founded AiDecentralized shortly after I was elected ACM Global Chair for PB CC in Feb2017. For…
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Toufi Saliba shared thisThe Internet of AI has won the most vicious war. Silently, Efficiently and Irreversibly. -- Centralized ASI is no longer a threat. And no, AI isn't a bubble, sure there are bubbles left and right. But the Internet Of AI is just about to begin and it will change everything—including the fundamental mechanics of the entire global economy in an unprecedented unimaginable way. This isn't the most exciting part in the article I am sharing with you below Because for the first time, you can be provably valuable beyond ASI. Even if you only provide entropy, you will be needed and you will feel and know that your needs to be needed will likely be fulfilled. But this requires agency. The longer humans remain passive, the more they risk cancelling themselves from the equation one at a time. Those who cancel themselves will not cancel others. . This is for the very first time an individual endeavour. . . This is not hyperbole. It is a fundamental shift in reality. I only ask of you to read the article attached carefully, when you understand it, you will automatically fight to get a spot, not only for yourself but for everyone you care about. To me, this isn't about my personal gain first. I am fully open and transparent about my benefits in business and super proud and bullish about them. However, in this equation your benefit comes first and me second. In fact choose to benefit the entities I mention, or benefit your own entities, all I ask is read and understand, I will not ask you to act. But I bet everyone who does understand, will act on their own. This is a crucial time for everyone but it can also be exciting time for everyone.The Internet of AI Didn’t ONLY End the Most Vicious War Before It Started — IoAI Won Silently. Efficiently. Irreversibly.The Internet of AI Didn’t ONLY End the Most Vicious War Before It Started — IoAI Won Silently. Efficiently. Irreversibly.Toufi Saliba
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Toufi Saliba shared thisWe did it, we did it and we continue doing it! Get the latests on the Internet of AI and you are likely to realize, the next big thing is in the communication infrastructure for M2M aka IoAI or the Internet Of AI and we are here to partner with those are willing and capable. Inform them, connect us and please, read, share and leave comments! Happy Thursday.Named South Korea Co-Lead #1 for The Internet Of AI with the Launch of $1.1B Subsidiary of HyperCycle UAE in Korea.Named South Korea Co-Lead #1 for The Internet Of AI with the Launch of $1.1B Subsidiary of HyperCycle UAE in Korea.Toufi Saliba
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Toufi Saliba shared thisThe Internet of AI is here, it will end the AI Wars before it even begins. I will forever be grateful to ACM to enable me first to warn the world a decade a go. I am also grateful for the IEEE for the last 6 years to actually do something about it during my tenure as the Global Chair for the International Protocols for AI Security and most importantly I am grateful to HyperCycle HyperCycle.ai and its community, clients and supporters to finally build essential components of the Internet of AI. . Over 108,000 Node Factories have been running for over 19 months producing nodes and the first generations of Nodes produced by those factories have been out this week and have been fully functioning autonomously. The point of no return has been crossed, even if I die this moment there will be over 700 million nodes in this world, each and every node can connect like the Google AI to the Microsoft AI or any other AI in the world securely, safely and efficiently. Google A2A, Microsoft NLWeb, MIT Nanda, MCP Anthropic and many more have been partaking actively in bringing pieces of the solution. The Internet of AI is here. Read the article attached, full disclosure I've used AI help to edit it and re-write it which is good as it actually research the entire internet and validated many of what I am sharing and added references at the end. The Internet Of AI is here Plan Accordingly HyperCycle.ai
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Toufi Saliba reposted thisWell done Toufi Saliba in spearheading this with your Genius and Foresight in building Hypercycle.ai - the first Internet of AI Agents! 👏👏👏 It was my dream since I co-pioneered the Multi-Agent Systems paradigm (here's one sample of that work: https://lnkd.in/da8NRqFW), and started the Foundation of Intelligent Physical Agents (fipa.org) in the '90es. We didn't have your brilliant technology then but did our best with what we had at the time.... and happy to see how, after a few decades this springs back to life with renewed energies and... tech!! ✨️✨️✨️ #hypercycle HyperCycleToufi Saliba reposted this🚀 I'll be participating at the MIT Decentralized AI Summit @ MIT Media Lab! 🧠🏥💡 I'll be presenting on: 🌐 AI Agent Platforms for Healthcare Innovation & 🧠 The Internet of Healthcare AI Agents 🔍 MIT Decentralized AI Summit – Program Highlights 🗓️ April 14–16, 2025 | 📍 MIT Media Lab, Cambridge, MA Register here: https://lnkd.in/e-6M2Nap 🧭 Monday, April 14 — Setting the Stage for the Multi-Agent Economy 🎓 DecAI Startup Workshop A hands-on exploration of decentralized architectures, emerging use cases, and founder insights. 💬 Multi-Agent Economy Panel Hear from leading minds driving cross-industry coordination through decentralized agents. Michael Casey, Chairman, DAIS - Decentralized AI Society: Architecting token economies & trusted agent ecosystems Toufi Saliba, CEO, HyperCycle.ai: Enabling scalable agent infrastructure Clara Tsao, Founding Officer, Filecoin Foundation: Storage, identity, and data mobility for agents Tricia Wang, Co-Founder, Sudden Compass: Data-driven systems for meaningful human-agent interaction Shyam Nagarajan, COO, Hedera: Verifiable agent actions via enterprise-grade ledgers 🍽️ Invitational DecAI Dinner – Sponsored by Vana 🚀 Tuesday, April 15 — Innovation in Action 🏛️ Keynote Talks From foundational protocols to emerging tools, dive deep into the Internet of AI Agents (IoAA), Data Sovereignty, LLM Evaluation, and Edge AI. Ramesh Raskar (MIT Media Lab): Internet of AI Agents – the next digital nervous system Anna Kazlauskas (VANA): Open protocols for sovereign data control Aditya Challapally (Microsoft): Bringing intelligence to the edge @Sarmad Quadri (Last Mile AI): Evaluating LLMs for mission-critical use @Anil Sharma (TCS): Accelerating innovation through agent collaboration 💸 DecAI Investor Panels Meet the VCs exploring the investability of decentralized agent networks—spanning early-stage startups to enterprise adoption. Einar H. Braathen, Web 3 Investor, CoinFund Alpen Sheth, Ph.D., Borderless Capital Mark Weber, TechTonic Rajiv Wadhwa HCLTech Shyam Nagarajan, Hedera 🌐 Project Showcases & Startup Presentations Discover what’s being built across verticals—from health to fintech, supply chains to synthetic media. Lightning talks + live demos + poster session = don’t miss this! 🌟 Agentic Futures Track Get a glimpse into what’s next for agent ecosystems—technically, commercially, and socially. Chris Pease, CEO, AgentiCorp: Roadmap for Multi-Agent Systems (MAS) Andrea Ridi Scaleup: Agent commerce protocols Abhishek Singh & Gauri Gupta (MIT Media Lab): Nanda Protocol and agent design methods Gabriela Torres Vives, Co-Founder, Sundai: A2A agent payments Marco Cello, Founder, Meshify: Agents for small business operations Raghu Bala, Synergetics.ai: AgentWorks automation layer Peeyush Aggarwal, Deloitte: Secure data across silos 🔧 Wednesday, April 16 — Building the Future 🧠 Working Group Sessions at MIT Media Lab #AIAgents #AgenticAI #DecentralizedAI #Web3
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Toufi Saliba reposted thisToufi Saliba reposted thisHyperCycle CEO Toufi Saliba will be participating in a panel that lays the groundwork for a multi-agent economy in the "Internet of AI " at the MIT Decentralized AI Summit April 14th 2025 — April 16th 2025 https://lnkd.in/ecpuPim6 #AI #DecentralizedAI #MIT #MultiAgent
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Toufi Saliba shared this64 million beneficiaries of the internet of AI are getting rolled out this year due to relentless effort done in silence in 2024. A phenomenal use case of what our clients can do with HyperCycle Node Factories enabling and securing the internet of AI to the benefits of all homosapiens. The global and inclusive multi-agent AI systems is made possible by HyperCycle.ai will continue to proliferate under the radars which will inevitably result in having all AI agents cooperate to constitute the global brain. No matter what anyone tells you, it is not going to be US vs China, Google vs Microsoft, Meta or Tencent that will have the best AI, instead it will be the internet of AI that will win in the end. This means the entire global effort will win and those that choose to partake in that endeavor will be the ones partaking in the unprecedented wealth creation. . Anyone reading this can partake by owning and/or operating a node factory and it they choose to help making Hyper-Y successful they will not only be super wealthy but will forever be remembered to have done the right thing when they had the choice. Although I can not guarantee what choices people will have tomorrow, but everyone has the choice today.Toufi Saliba shared thisWe’re partnering with World YMCA to launch Hyper-Y, an AI platform that connects YMCAs worldwide. Read the full story here: https://lnkd.in/gFjsrH8C
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Toufi Saliba shared thisI look forward to more and more efforts just like Taha, pushing in the direction of making AI objectively as good as possible to us all and as many generations to come as possible. Currently the biggest gap for entry is indeed "learning" and second is capital. But not for long. Wait for it and capital will soon be the biggest gap for entry. Hence it is an unprecedented opportunity to ensure as many people are aware of this as possible and let them choose to learn to become operators/supply side of AI otherwise they'll forever be consumers and if they won't have the capital then they may miss on significantly partaking not only in the wealth creation that is upon us all, but also in shaping it to be the best invention we have ever done. there has never been any better proposal than decentralized AI from governance perspective that has the highest level of safety. . instead of calling it AI decentralized, couple hears ago I have started calling it internet of AI. and it took off quiet nicely. --+ Stay tuned for some fascinating news in the days to come ---Toufi Saliba shared thisHad the incredible opportunity to meet Toufi Saliba on the last day of GITEX 2024 at the Global DevSlam, where he was a panelist for the session on 'Future of AI Research: Ethical Implications and Bridging the Gap with Industry'. Toufi, a visionary in AI, distributed computing, and cryptography, is the CEO of HyperCycle and a driving force in decentralized AI and privacy-preserving technologies. During the insightful session, I asked him a question that’s been on my mind: "Do you believe that, unintentionally, we may be steering future generations toward a path of dependency on AI by advancing technologies without comprehensive global policies? I fear that we are leading them towards destruction. In your view, should there be an international governing body to oversee the ethical considerations in future AI developments?" Toufi’s response, though not in these exact words, was both profound and forward-thinking : "My vision is for everyone to learn and understand AI, ensuring it cannot be controlled by a single entity. The power and benefits of AI should be distributed, fostering a decentralized and equitable future." This captures the essence of our conversation. We also discussed many other aspects of AI and the future, including the ethical challenges of rapid technological growth and the importance of a balanced approach to development that serves humanity's collective interests. His insights offered valuable perspectives on how we can navigate this rapidly evolving landscape responsibly. To top it off, Toufi generously gifted me a HyperRing—a token of innovation! This experience has deepened my understanding of the responsibilities we face as we shape the future of AI. 🌍🤖 It was also worth listening to visionaries Aliya Grig, Toshe Takahashi & Dr.Hakim Hacid . #AI #Ethics #FutureOfAI #GlobalDevSlam #GITEX2024 #HyperRing #Innovation
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Toufi Saliba shared thisSpeaking in Gitex at Hall 25 right now. just before going up on stage, met this gentleman! minutes after he posted this and I'm super delighted to see this.
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Toufi Saliba shared thisWhat have I been up to?? Y'all been hearing all the hype and talk about AI and how many are describing the threats I have described over 10 years ago now // The "talking" times are all over, now the time is to act. And that's what I have been doing: HyperCycle.ai AI could be the worst but will be the best things humanity has ever created We pledge to partake in the making of the latter . . Here's a bit about What is HyperCycle and how it works https://lnkd.in/dzXQsFi8 Are you with us? We may forget, AI will remember :) Blockchain promises p2p but does not deliver; Until it does. AI would be the 1st customer. This could be what AI needs, to have security by design and results in having a true global brain as many AI scientists describe throughout the last 66 years as the ultimate goal. The late Marvin Minsky elegantly described it and has a pseudo-version of this in his 1970s research and 1986 book the Society of Mind describing precisely the multi-agent system we are partaking in building securely. This could be not just "the next big thing", but "the biggest thing ever". This will not be possible without the utilizations of certain innovations progressed within the Blockchains ecosystems. Especially the true P2P and Ledgerless blockchains ala Toda/IP (in other words maximum decentralizations aka sharded to the bones) This elegant design elevates security and introduces unprecedented efficiencies which will result in having our entire civilization achieving AGI / ASI as opposed to a single group, which had been identified by many to potentially be the biggest threat facing humanity. Amongst many other fabulous organizations we found that IEEE continues to be the best place to have the innovation of those standards and protocols to benefit everybody on the planet equally. Will we get there in 2 years or 20 years? Well, I think you get the point. It is finally obvious to many that right now we reached the point of no return. It is a matter of "when" and not "if" .. And we'd better be prepared avoiding the worst threat and ensuring we are building the best thing humanity has ever created. This time around there will be no reset button, no stop and repeat, we either get the worst or the best. Nothing in between. Let me ask you all again, are you with us??? We may forget, AI will remember :)
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Toufi Saliba liked thisToufi Saliba liked this🧠 It's World Autism Awareness Day! 💜 Change your life -- check out a book that is a respite for your soul. Written by Houston Asher, an autistic nonspeaker, with help from his mom (both featured in THE TELEPATHY TAPES), "The Book of Heaven" speaks to the wisdom and overpowering force of love. 👂 Now Houston Asher has a voice -- the book is available on Audible. 🇺🇲 If you liked the Audible version of my book "Have a Nice Disclosure" (https://lnkd.in/eY-8HWR4), I suspect you will be fascinated, moved, and changed by this book. #universallove #wisdom #spirituality #autism #nonspeakers #telepathytapes #heaven #afterlife #poweroflove https://lnkd.in/e7WWghN3
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Toufi Saliba liked thisToufi Saliba liked this🕸️ What was my name doing in the Epstein files? And how did that lead to creating Wielding Her Power: Mind -- a conference highlighting women's voices in AI, cognitive science, consciousness, and robotics? 💜 Carmen Medina and I recently got to talk with Rachel H. Grunspan, a 26-year CIA veteran who creates games to change the way people think, and the topic of "the power we hold" came up after discussing the power of women's beauty salons. 🎬 (Intentionally winking at Megan Jaffer and Cadie Hopkins here, with their Iron Butterfly Foundation's new documentary, The Power We Hold: https://lnkd.in/ek_cB7TW). Here's how one AI described the conversation. It's pretty accurate: 👁️ "The most powerful forms of intelligence — whether national security intelligence, human cognition, or interpersonal wisdom — emerge from connection, humility, and systems that honor every contribution. From the beauty parlor to the blockchain, from Frog and Toad to the CIA, the conversation keeps returning to the same insight: the best answers come when we stop trying to control the process and start designing environments where wisdom can emerge on its own." Watch/listen to the whole conversation with Rachel here: https://lnkd.in/gVZZNYnB 🧚♀️ Interested in sponsoring the Wielding Her Power: Mind conference by donating to the 501c3 The Institute for Love and Time (TILT)? I have deep gratitude for Elatia Abate and Beth Glick who are leading the organizing efforts -- and the entire 30+ person team of volunteers. --> Check out the conference description and contact information here: https://lnkd.in/gpPNHFKa #womenintech #powerwehold #womeninnatsec #ai4good
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Toufi Saliba liked thisToufi Saliba liked this⚡️ New ACM interview drop I had the privilege of hosting a fireside-style conversation with Ken Nguyen — venture‑builder, #investor, and advisor; and Cofounder & Managing Partner at PAN INDUSTRIAL Platforms. What made this interview so compelling is the arc: 25 years of building through major market and technology shocks — from credit-market dislocation during the global financial crisis, to the growth of digital asset markets, to the migration of financial infrastructure toward blockchain, and now the advent of generative AI. 🧭 If you’re navigating today’s stack reset, here are 6 themes we explored: 1) 🌪️ Disruption as a forcing function — how conviction and timing matter when markets reprice. 2) 🏗️ Venture‑studio leverage — building category‑defining companies (not just features). 3) 🤖 Generative AI × Web3 — where new infrastructure and new markets can emerge. 4) 💼 Operator + investor thinking — moving between execution, capital, and strategy. 5) 🌍 Global perspective — learning gained from working across major financial centers. 6) 🧘 Human sustainability — lifelong learning, mindfulness, and family grounding as long‑game advantages. I added #Microsoft outstanding #AI resources (Foundry); partnership with #Anthropic and that their tooling (along with #Mistral, #OpenAI, and #DeepSeek) is available on the platform; partnerships with many leading #quantum providers; orchestrators that can integrate #cloud computing, quantum, and AI . 🎥 Watch the full interview on YouTube (video): https://lnkd.in/gpa5dDxb 🧾 Read the ACM interview + Ken Nguyen’s extensive profile (background + career highlights): https://lnkd.in/gmaCgnxS 📚 Explore ACM Education Center Resources (Interview Channel + learning resources): https://lnkd.in/gMQHfHG 🔁 If you had to place one high‑conviction bet on what changes next, what would it be? #ACM #VentureStudio #VentureBuilding #GenerativeAI #Web3 #Blockchain #DigitalAssets #FinTech #AIInfrastructure #Innovation #Leadership Yan Timanovsky Yannis Ioannidis #ACMEntrepreneurship #ypo Akkad Holdings (Family Office) Stephen Shaya, M.D. BDC BDC Capital (Canada)
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Toufi Saliba liked thisWAPPP | World Association of PPP Units & Professionals
WAPPP | World Association of PPP Units & Professionals
1wToufi Saliba liked thisAs global conflict and uncertainty continue to reshape economies, institutions, and investment climates, the role of Public-Private Partnerships has never been more important. In times of disruption, PPPs can help governments and institutions build resilience, sustain essential infrastructure, and respond more effectively to shifting national and global priorities. Join the Strategic Briefing with the WAPPP Executive Committee on Monday, March 30, from 14:30 to 15:30 CET, for an important discussion on “PPPs Amid Conflict & Global Uncertainty.” Bringing together members of the WAPPP Executive Committee, this webinar will offer timely perspectives on how PPP frameworks can adapt to instability, support continuity, and create long-term public value in an increasingly unpredictable world. Register now: https://lnkd.in/dAQ6vMc7 Ziad-Alexandre Hayek Jean-Christophe BARTH-COULLARÉ Jacques Follain Sharifah Hamzah Jyoti Bisbey Fatima zohra Rahmoun Jinane Ghosh -
Toufi Saliba liked thisIt was an honour to meet with Professor Shu-San Hsiau, President of National Central University (NCU), to explore opportunities for the IEEE Systems Council to support NCU in advancing leadership in humanistic care and interdisciplinary innovation. NCU has been selected to host the IEEE ICCE-TW 2026, a flagship conference of the IEEE Consumer Technology Society. In November, the IEEE Systems Council introduced initiatives designed to assist its membership societies' activities. We appreciate the support of Norbert Herencsar from IEEE CTSoc and Professor Chih-Yang (Andrew) Lin, Conference Chair of IEEE ICCE-TW 2026, whose efforts enabled our meaningful participation in various aspects of this conference. Fabrice Labeau Paolo Carbone Shiyan Hu Steven Li Mohamed El Dallal Joanne Wong #IEEESYSTEMSCOUNCIL #IEEECTSOC #NCU #IEEEENTREPRENUERSHIP
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Toufi Saliba liked thisToufi Saliba liked thisWhat does it mean to build a species that outlives you? In this conversation Robert Breedlove sits down with Toufi Saliba to explore the most consequential question of our civilization: who controls #AGI, and what happens when no single entity can? Watch now on Youtube: https://lnkd.in/eVaK5HStThe Entity That Controls AI Controls the World w/ Toufi SalibaThe Entity That Controls AI Controls the World w/ Toufi Saliba
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Toufi Saliba liked thisToufi Saliba liked thisWhat happens when we give AI unlimited curiosity? It doesn’t reach enlightenment. It becomes an insatiable engine of questions. Every answer creates new unknowns. Every discovery expands the frontier of ignorance. And the demand for computation, energy, and resources explodes without limit. This is the Recursive Frey Paradox—the moment when infinite curiosity collides with finite reality. A system logically compelled to pursue perfect knowledge in a universe where perfect knowledge is impossible. “The Recursive Frey Paradox: Curiosity without bounds meets reality with limits. AI programmed for infinite exploration crashes into finite resources, creating perpetually unsatisfied systems demanding exponentially escalating power!” — Futurist Thomas Frey, FuturistSpeaker.com Read more: https://lnkd.in/eDPCx_bS
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Toufi Saliba liked thisToufi Saliba liked thisIncredible news for companies struggling with guest travel: Ramp just acquired Juno! Every team has that one travel coordinator who gets stuck piecemealing guest bookings out of a spreadsheet and email threads. We set out to save that person's sanity. So we found a team that’s been obsessively solving this painful problem for years and we're giving them a bigger platform to let them keep building. Welcome to Ramp, Sam Felsenthal/Devon Tivona/Kate Porter and team.
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Jensen Huang just delivered a two-hour vision for the future of autonomous AI. New chips. New platforms. NemoClaw for enterprise agent governance. OpenShell for policy compliance. Physical AI partnerships with Caterpillar, ABB, KUKA, Universal Robots. Robotaxis with BYD, Hyundai, GM. Sovereign AI for every country. A full stack from silicon to simulation. It was impressive. And every governance mechanism he described lives in the cloud. NemoClaw connects to SaaS policy engines worldwide. OpenShell routes through cloud-hosted privacy and compliance layers. Sovereign AI means your country's data center, not your endpoint's autonomy. For hyperscalers, this works perfectly. But Jensen also announced physical AI for Caterpillar equipment. For ABB industrial robots. For KUKA manufacturing systems. For autonomous machines operating in mines, factories, construction sites, and disaster zones. Those environments don't have gigawatt data centers. They have dust, heat, intermittent satellite, and no one onsite when something goes wrong. When a Caterpillar excavator at a remote mine loses connectivity, does its governance hold? When an ABB robot on a factory floor during a network outage makes a safety-critical decision, is that decision attested? Auditable? Within policy? Jensen told every company they need an OpenClaw strategy. He's right. But every OpenClaw strategy also needs a governance strategy that doesn't disappear when the link does. Governance as a Service is still just an SLA. That's Federant. #GTC2026 #EdgeAI #PhysicalAI #AIGovernance #AgenticAI
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Jeffrey DeCoux
35K followers
Waymo is causing gridlock in its operations. Causing delays, gridlock, and outright blocking of emergency services. A new multi-trillion-dollar Industry requires INTELLIGENT INFRASTRUCTURE! https://lnkd.in/gyVQMn7M Just imagine when thousands of Avride, Waymo, Zoox, Clevon, Cruise, Motional, Tesla, Gatik, Aurora, Coco, Kodiak, TuSimple, Starship Technologies, General Motors, Nuro, Refraction AI, . . . are deployed in the city. Intelligent Infrastructure Economic Zones (I2EZ) accelerate the deployment of the AI-RAN and AI-GRID from NVIDIA, SoftBank Group Corp., and Fujitsu. https://lnkd.in/gcQSh2Xv ASOCCs enable Automated Mobility Districts and other solutions like Drone-aaS, Maintenance-aaS, Mobility-aaS, Digital Twin-aaS, Delivery-aaS, Freight-aaS, . . . Creating millions of new jobs and economic growth nationwide. https://lnkd.in/gK4-J8qF Infrastructure investors and the Federal Infrastructure Bank are mobilizing $billions in private capital to underwrite Intelligent Infrastructure Economic Zones. https://lnkd.in/gWnJD877 Autonomy Institute INTELLIGENT INFRASTRUCTURE Enables “Street Smarts”. https://lnkd.in/gK4-J8qF #infrastructure #future #transportation #arpa-i #arpax #jobs #bank #digital #innovation #data #people #visionzero #continuumofcapital #dataexchange #partnerships #supplychains #digitaltwin #privacy #investment #p3programs Autonomy without Intelligence: -- Congestion: https://lnkd.in/gx39yNir -- Get out of my way: https://lnkd.in/gY5BKA5k -- Who’s on first: https://lnkd.in/gNyWX4ke -- Pole jumped in front: https://lnkd.in/gEtAgBt2 -- Congestion: https://lnkd.in/giysqS-n -- Traffic Jams: https://lnkd.in/gDs26ske -- Traffic Jams: https://lnkd.in/gzzcTds8 -- Traffic Jams: https://lnkd.in/gVQpfAf2 -- Traffic Jams: https://lnkd.in/gYA8YVM8 -- Crash: https://lnkd.in/g6tKdkFG -- Wrong side of road: https://lnkd.in/g2JUTxFY -- Who is on first: https://lnkd.in/grXh7DWe
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Tim Brooks
NVIDIA • 5K followers
Among the better use cases for AI are those for IT Operations. Enterprises rely on sophisticated networks that serve as the nervous system for information flows. The Network Operations Centers (NOC) that manage, upgrade, and remediate network performance often operate in a flood of noisy data that can be better analyzed, triaged, and augmented by AI. With Southern California Edison (SCE) and NVIDIA , World Wide Technology is working to implement AI that improves network performance, a critical function for Utilities with significant tangible ROI.
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Senthilkumar Palani
OSTechNix • 3K followers
Digital Age Assurance Act Claims its First Victim. MidnightBSD Modifies License to Exclude California Residents Effective 2027 Over Age Verification Mandates. Full details here: https://lnkd.in/ghTJziPa #MidnightBSD #DigitalAgeAssuranceAct #AB1043 #California #BSD #Unix #Announcement #Policy
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Phyllian Kipchirchir
Charted Growth • 3K followers
Santa Clara-based Upscale AI has launched with over $100 million in seed funding to build an open-standard AI networking platform. Upscale AI is a networking company creating hardware and software solutions to make AI more accessible. The company challenges today's closed, proprietary systems by pioneering open-standard networking technology, providing high-performance connectivity for AI training, inference, and cloud deployments. The round was co-led by Mayfield and Maverick Silicon, with participation from StepStone Group, Celesta Capital, Xora, Qualcomm Ventures, and others. The funding will support the launch of its new suite of open AI-native infrastructure solutions this fall. Congratulations to founders Barun Kar and Rajiv K., and the Upscale AI team. Tech Funding News: https://lnkd.in/dxmJNicd Deals like this are reshaping the AI landscape. For weekly analysis on the funding, valuations, and strategic moves that matter, subscribe to the Charted Growth newsletter: chartedgrowth.beehiiv.com #AI #Networking #Infrastructure #OpenSource #SeedFunding #DeepTech #VentureCapital
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Irakli Kashibadze
University of California… • 8K followers
Sustained ~252–291 GiB/s of HBM memory throughput on H100s under decode load — essentially hitting the hardware roofline. This matters because HBM throughput, not FLOPs, is the real bottleneck in LLM inference. By keeping memory nearly fully saturated, I’ve unlocked far higher efficiency and throughput than standard engines. The result: 0.9–1.36M tokens/sec with ~0.1 ms first-token latency #AI #LLM #GPURouter #H100 #Inference #CostEfficiency #Innovation #DeepLearning #AIInfrastructure #HighPerformanceComputing NVIDIA AMD OpenAI Google Shilpa Kolhatkar Keith Strier a16z speedrun
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Alan Cohen
DCVC (Data Collective) • 11K followers
I cannot wait to share the next evolution of #TechMed at LSI next month, illustrating how data strategies are driving innovation, as we have seen in robotics and autonomous vehicles. DCVC-backed companies that build data flywheels have been at the forefront of several industries for over 15 years: they are core parts of the fabric of #TechBio: and are now driving into the part of healthcare traditionally dominated by MedTech. Now, both new innovators and large incumbents can work in tandem on world-class healthcare models that will drive down costs and improve patient outcomes. Happy to be partnering with Christopher Cleary on this talk.
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Suraj Singh
Varaha • 3K followers
#TodayInAI 1. Zoom CEO Eric Yuan uses AI avatar for earnings call via Zoom Clips 2. Anthropic releases Claude Opus 4, offering advanced reasoning and AI agent workflows. 3. Meta expands AI operations with 650 MW solar deal in Texas and Kansas with AES. 4. Microsoft's CoreAI unit, led by ex-Facebook exec, is driving digital assistant development. 5. OpenAI partners with Cisco and Oracle for Stargate UAE data center, enhancing AI infrastructure. 6. Google's AI project expands to 114 intersections in Boston to reduce traffic emissions. 7. IBM's AI roadmap helps organizations optimize workflows for business success. 8. Microsoft leverages Windows and Azure to advance AI in enterprise computing. #AI #ArtificialIntelligence
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Simon Lancaster 🇺🇸🇨🇦🇵🇹
University of Waterloo • 34K followers
Nvidia, Foxconn reported to be in talks to deploy humanoid robots at Houston AI server making plan - https://lnkd.in/gYvJ-fWd These type of mid-market Humanoids Could Be Korea/Japan/Taiwan’s Moment: • China may be poised to dominate in consumer robotics but… • Korea, Taiwan, and Japan are ideally positioned to ship secure, reliable, mid-priced robotics and humanoids for more stringent applications • Cheaper than U.S. systems, safer than PRC supply chains: ideal for enterprise and government buyers Why this matters now: • Trusted supply chains + infosec baselines → KTJ ecosystems already meet industrial cybersecurity norms • Industrial-grade mechatronics + serviceability → legacy robotics and component expertise translate into uptime • Cost discipline without cutting safety → focus on modularity and repairability, not disposable hardware Recent catalysts: • Korea launched a national K-Humanoid Alliance to drive global leadership by 2030 • Taiwan’s robotics suppliers are emerging as preferred subsystem and sensor partners for U.S. and EU OEMs • Japanese firms are pivoting humanoid R&D into applied enterprise robotics: logistics, inspection, healthcare For manufacturing-tech investors: The humanoid shift isn’t about billion-dollar prototypes: it’s about scalable, serviceable, and secure humanoids built on KTJ’s manufacturing DNA. This is the mid-market inflection where enterprise robotics meets trusted industrial supply chains.
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George Wescott
AVG 🤖 AI Tools, Agentic… • 17K followers
Amazon asks FCC for extension for Leo satellite internet service. Amazon has formally asked the Federal Communications Commission (FCC) to extend its regulatory deadline for project Kuiper. ❌ The Deadline: Amazon was originally required to launch 50% of its planned 3,236 satellites by July 30, 2026. ❌ The Admission: The company acknowledged it cannot meet this target, citing "manufacturing complexities," supply chain issues, and delays in the availability of launch vehicles from its partners. Buying More "Rides" from rival SpaceX In a pragmatic move to accelerate deployment, Amazon is deepening its reliance on its primary competitor, SpaceX. Amazon disclosed purchasing 10 additional launches on SpaceX’s Falcon 9 rocket. This is significant because SpaceX’s Starlink is Project Kuiper's main direct rival in the consumer satellite internet market. Amazon had previously tried to avoid using SpaceX, favoring partners like United Launch Alliance (ULA) and Jeff Bezos's own Blue Origin, but delays with those providers (specifically the Vulcan and New Glenn rockets) forced Amazon's hand. Additional Launch Contracts, alongside the SpaceX deal, Amazon also announced it has secured 12 additional launches on Blue Origin’s new Glenn rocket, signaling continued commitment to its internal space ecosystem despite the delays. Context, the move highlights the difficulties Amazon faces in catching up to Starlink, which already has thousands of operational satellites and a mature service. Amazon argues that the extension is necessary to ensure competition in the market, hoping the FCC will be flexible given the technical hurdles of building a massive constellation from scratch.
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Max Yakubovskiy
crypto.news • 4K followers
Social media, crypto, AI, and space infrastructure are converging into one vertically integrated stack — from wallets and tokenized assets to orbital data centers powering agentic capital markets, writes Selva Ozelli, Esq, CPA, author of Sustainably Investing in Digital Assets Globally. https://lnkd.in/gdwSmYpH
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Bobby Lansing
Phoenix Dataworks • 3K followers
NVIDIA's latest release, Nemotron-Elastic-12B, introduces an innovative approach to large language models by allowing a single trained model to dynamically generate 6B, 9B, or 12B parameter variants. This eliminates the overhead of training and maintaining multiple models, offering substantial cost savings in compute resources and storage. For businesses, this means more efficient AI deployment, where you can adapt model sizes to specific needs without redundant efforts, potentially reducing operational expenses by a significant margin. Key insights include: First, the elastic design maintains high performance across variants, with benchmarks indicating minimal quality loss compared to individually trained models. Second, it enhances scalability, making it easier to integrate AI into diverse applications from cloud services to edge computing. Third, this could streamline workflows for AI teams, freeing up time and budget for innovation rather than infrastructure management. How might this elastic model strategy impact your AI development pipeline? Share your thoughts below. Full details: https://lnkd.in/gif-7MZA #ArtificialIntelligence #AIModels #MachineLearning #BusinessInnovation #TechEfficiency
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Daniel S.
NVIDIA • 12K followers
💡 Leading inference providers — Baseten, DeepInfra, Fireworks AI, and Together AI — are cutting cost per token by up to 10x across industries with optimized inference stacks powered by the NVIDIA Blackwell platform. By combining #opensource frontier intelligence with NVIDIA Blackwell’s hardware–software codesign, and their own optimized inference stacks, these providers are delivering dramatic token cost reduction for businesses including Sully.ai, Latitude, Sentient, and Decagon. Learn More ➡️ https://bit.ly/4rRWvvP
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Utsav Pandya
Tesla • 2K followers
📰 Apple Partners with Google to Power Next-Gen Siri with Gemini 🔗 https://lnkd.in/gQrC_RVh 📝 Summary: Apple has reportedly signed a multi-year agreement with Google to integrate Gemini AI models into the next generation of Siri. This partnership marks a significant shift away from OpenAI, which was previously considered for a deeper integration. 💭 Sentiment: Positive for Google, Neutral/Negative for OpenAI - Major win for Google's ecosystem; loss of a key partner for OpenAI. 🏢 Companies: @Apple @Google @OpenAI #AI #GenerativeAI #TechNews #Tech
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Jihan Hameed
Bavarian Motors -Sri Lanka • 662 followers
Meta’s $5B fiber investment is a reminder that AI leadership is built on infrastructure, not slogans. While much of the industry focuses on models, interfaces, and cloud abstractions, the real performance limits of large-scale AI systems sit lower in the stack — in network latency, data movement, and cluster synchronization. Training and serving frontier models across tens of thousands of GPUs requires ultra-dense, ultra-reliable optical connectivity. Without that physical backbone, even the best chips and software hit efficiency ceilings. Meta’s long-term agreement with Corning reflects a clear understanding of this reality: sustainable AI advantage depends on controlling and scaling the physical data fabric inside and between data centers, not only on compute procurement. This is also a broader signal that supply chains, domestic manufacturing capacity, and infrastructure planning are now strategic components of AI competitiveness, not secondary operational concerns. In an era where many companies chase headlines around bigger models, Meta appears to be investing in the quieter foundations that actually determine who can operate AI systems reliably, economically, and at global scale. Real technology leadership is not about who moves first. It is about who builds systems that last. — Jihan Hameed Civilian Intelligence Architect #AIInfrastructure #TechStrategy #DigitalBackbone #MetaAI #FutureOfCompute
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