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Hub (@hubxyz) provides real-world training data to frontier AI labs and robotics. Human labor is half of global GDP. Almost none of it has ever been recorded. Hub opens access to it through a global network of contributors capturing hard-to-access data. Congrats on the launch, Armin and Tim!
101,972 views • 3 months ago •via X (Twitter)
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@hubxyz Hub flips the AI industry’s biggest problem into an opportunity. AI needs high quality human training, and Hub rewards the people providing that intelligence. As AI become part of daily life, the demand for human input could become 1 of the largest new job markets of the century.

AI, shaped by humanity.

@hubxyz Grateful to YC. Back to work. The contributors in São Paulo are not pausing

@hubxyz “Will a robot take my job?” Hub’s business model fundamentally flips this script. By creating an incentivized, decentralized network where everyday people are paid to train AI models and robots, Hub isn't just creating a new gig economy it is pioneering a macroeconomic paradigm.

@hubxyz Hubxyz has the potential to revolutionize modern economy because it changes way people interact with digital work, rewards and opportunity. Instead of relying on traditional jobs or limited income sources it creates system where online activity can turn into real value for users

@hubxyz Been inside Hub long enough to know today matters. Let's get it

Human labor represents nearly half of global GDP, yet almost none of it has ever been captured as data. The internet trained language models, but robots can't learn force, judgment, dexterity, and real-world adaptation from YouTube videos. The next generation of AI depends on authentic human experience that doesn't exist online. Hub's breakthrough is turning that experience into economic value. A nurse's expertise, a teacher's feedback, a carpenter's intuition, or a grandmother's cooking routine can now help train AI and robots allowing billions of people to earn by teaching machines how the real world actually works. Instead of AI replacing humans, Hub makes humans more valuable as AI advances. It creates a new global labor market where anyone with a phone can participate, earn, and help shape the intelligence of the future. This isn't just a data business. It's the foundation of a new economy where human experience becomes infrastructure, and the people who teach the machines finally share in the value they create.

Robots can't learn from the internet alone. YouTube shows what humans see, not the force, split-second decisions, and micro-adjustments needed to act in the real world. Hub is building a global human network that can deliver verified real-world data in days, not months. This isn't just a product it's the infrastructure layer for the AI and robotics economy. Whoever controls this pipeline will shape the next technological revolution.

@hubxyz Congrats Team

@hubxyz This is exactly the kind of innovation the AI industry needs right now. So much of human work and activity has never been recorded properly, and Hubxyz turning that into valuable training data feels like a game changer. Amazing to watch this progress.

@hubxyz YC P26 validation is huge! Hub solves the AI data bottleneck by turning global human intelligence into a scalable flywheel. 🚀

The Industrial Revolution transformed human muscle into money. The Internet Revolution transformed human attention into money. And the AI Revolution will transform human intelligence into money. Hub is building an economy where human experience, judgment, and real-world skills become the most valuable assets. We won't just use AI we'll teach it, guide it, and get paid in return. This is the economy of the future.

I think most people are focused on the wrong part of AI. Everyone talks about models. Who has the best model. Who trains faster. Who raises more money. Meanwhile, a much simpler question keeps coming back to me. Where does the data come from? For most of the internet era, the answer was obvious. People created content and platforms captured the value. Every search, post, review, photo, and click helped improve systems that eventually became billion-dollar businesses. Users produced the raw material. Companies monetized it. AI might change that relationship. The next wave of AI is not just about text. It is about agents, robotics, computer vision, and systems that interact with the physical world. To train those systems, internet data is not enough. You need people. You need examples of how someone performs a task, uses a tool, moves through a space, or reacts to a situation. That is why Hub caught my attention. The company is not building another model. It is trying to build the layer where that data gets collected. Maybe that sounds less exciting than a new chatbot. But it might be just as important. What I find interesting is the idea that human experience itself could become part of the AI economy. Not in some abstract way. In a direct way. People contribute data. AI companies need data. A marketplace forms around that exchange. Whether Hub succeeds is another question. Execution matters. Competition is growing. Plenty of good ideas never become real businesses. But the underlying trend feels hard to ignore. Every year AI systems need more specialized data than the year before. And somebody has to provide it. Most people looking at Hub today see points, referrals, and a possible reward. I see a bet on something larger. A future where human experience becomes a valuable input for AI systems. If that future arrives, the companies organizing that data may end up being more important than most people expect.

Congrats to them 🎉, Good innovation. Today, people generate valuable data every day, but most of the value goes to large companies. @hubxyz changes that because, it turns human knowledge and actions into an asset. People can earn rewards for contributing useful data, while AI gets better through real human input. It creates a fairer system where the people helping build the future of AI can also share in its value. As an early contributor of this great platform, I will tell you why it matters: • People get paid for their contributions instead of giving data away for free. • AI gets better training data from real human interactions and expertise. • Businesses get higher-quality datasets without relying on a few centralized providers. • The value created by AI is shared with the people who help build it. If this scales, data could become a new form of work, giving more people a chance to earn in the digital economy.

@hubxyz Accelerate

Most people think AI will replace humans. Hub flips the equation. Instead of replacing human labor, it turns human experience into the world's most valuable asset. Every voice. Every image. Every movement. Every language. Every skill. Humanity itself becomes infrastructure. We're witnessing the birth of an entirely new economy where billions of people don't compete with AI they help train it, improve it, and benefit from its growth. Uber monetized cars. Airbnb monetized spare rooms. Hub monetizes human knowledge and real world experience. And YC just validated that vision. The intelligence economy has a human layer. Hub is building it. 🌐👁️

Every major technological revolution changed what society considered valuable. The Industrial Age rewarded physical effort. The Internet Age rewarded attention and information. The AI Age will reward something far more powerful: lived human experience. The greatest limitation facing AI today isn't compute it's reality. Machines can process oceans of text, but they still struggle with the unspoken knowledge humans use every day: intuition, context, adaptability, and common sense. The wisdom behind how we care, teach, build, repair, navigate, and decide has never been digitized at scale. Hub turns that hidden knowledge into a new form of economic participation. It enables people everywhere not because of their credentials, but because of their unique experiences to contribute directly to the development of intelligent systems and be compensated for it. A parent soothing a child, a technician diagnosing a fault, a chef preparing a meal, a farmer responding to changing conditions these aren't ordinary moments anymore. They're lessons that shape the next generation of AI and robotics. What makes @hubxyz revolutionary is that it changes the relationship between humans and technology. Instead of concentrating the rewards of AI in the hands of a few, it allows the people who teach these systems to benefit from the value they create. This is more than a marketplace for data. It's the beginning of an economy where human insight becomes capital, participation becomes ownership, and progress becomes something people build together not something that happens to them. @hubxyz

Internet data is exhausted. The next breakthroughs won't come from scraping another billion web pages they'll come from millions of real-world edge cases that have never been recorded before.This isn't just data collection; it's an attempt to democratize the AI economy. In the past, those who owned the machines captured most of the value. Now, ordinary people may finally get to benefit too because they're the ones teaching the machines. This work is being done through Hub Congratulations @Icea75 @tim404x @xarmin @hubxyz @MrCrypPrivacy

@hubxyz 三万亿美金灰盒

@hubxyz quietly solved one of the biggest problems in AI right now. Everyone knows AI is running out of internet data but what about the data that was never on the internet in the first place? The way a person folds clothes, fixes an engine, or navigates a busy kitchen none of that exists in any dataset. Hub is paying real people to capture exactly that, and it creates this beautiful cycle: better data trains better robots, better robots need more specialized data, more demand means better pay for contributors, better pay brings in more people. It just keeps building on itself. This isn't just a startup with a cool idea it's the early infrastructure of a completely new economy. The people paying attention right now are going to look very smart in a few years. Honestly, with all of this a real problem solved, a working flywheel, global reach, paying contributors fairly, and already landing seven figure deals THE HARDER QUESTION isn't why anyone would be interested in Hub. It's why anyone wouldn't

@hubxyz The Hub is the bridge between the reality and the future of AI and robotics. Real data on a large global scale. A strong community with the same goal: to grow and collect data together. Everyone is part of this great transformation. Congratulations @hubxyz and @ycombinator! 🦾

the reason this model could reshape the modern economy isn't that people are getting paid to train AI. it's that human generated data is becoming a productive asset. labor actually created value once. then data did. now the rare and scarce thing is high quality real world data, the type of data that teaches AI systems how humans actually move, speak and see if @hubxyz can reliably connect human supply with AI demand, they don't just create a marketplace, but a new economic layer where everyday activity of humans has upstream value feeding intelligent system and robotics with the signal they can't manufacture TL;DR - @hubxyz turns human activity into an economic asset for AI

@hubxyz Always great to see our partners' success! 🔥@hubxyz

@hubxyz Robotics companies have solved hardware. The bottleneck has always been data specifically, data of humans doing real physical tasks in real environments. That data doesn't exist on the internet because nobody was filming themselves cooking, cleaning, or assembling things for AI

@hubxyz The AI revolution needs human data. Hub is making it happen 🔥

@hubxyz LFGG

@hubxyz At the same time Hub ecosystem encourages innovation community growth, and a more decentralized way of earning where users directly benefit from their engagement. As more people shift toward online work and digital ownership, platforms like Hub can reshape how income is generated

@hubxyz The internet was built on people sharing things for free and made a handful of companies worth trillions. @hubxyz flipped that they actually pay people to teach AI how to function in the physical world. A woman cooking in Nigeria. A mechanic in the Philippines.

@hubxyz Its model empowers people by giving individuals from anywhere in the world access to opportunities without requiring large investments, advanced skills, or physical limitations. This makes participation in the digital

@hubxyz Time to lock in even harder ⚡️

@hubxyz Hub is flipping the script: instead of just scraping the internet, they’re paying everyday people worldwide to generate real-world action data for AI & robots. Physical labor is ~half of global GDP but has been invisible to models until now.

@hubxyz Hub is literally changing the game by paying people to train AI Tech giants usually steal our data for free but Hub shares the wealth 😄.This flips the entire modern economy on its head. Hub to the world

@hubxyz Robots still can't fold a shirt not because the tech isn't there, but because no one taught them how humans actually do it. @hubxyz is fixing that by paying everyday people to record everyday tasks. 150 countries.

Damn being chosen by YC is actually such a big deal. Some of the startups backed by them have become huge successes.Hope Hub becomes one of those gems in the future First we fed the Hunger with our knowledge📖 Then we became its eyes and ears in the real world👀 What awaits us at the next threshold? Rise to the top 🗻

@hubxyz Every LLM is hungry for more real data. Voice is the most underrecorded input of all — raw human speech in all its messy glory.

