Loading video...

Video Failed to Load

There was a problem loading this video. This could be due to a temporary network issue or the video might be unavailable.

Before AI can give better answers, it needs better inputs. 🤖 Markus Levin, Co-Founder of XYO, explains why real-world data has to be verified before it reaches any model. With 10M+ nodes capturing and validating data at the source, XYO is building the foundation for more trusted AI. 🔍... show more

KIN | Human Machine AI

66,936 subscribers

14,938 views • 3 months ago •via X (Twitter)

Anya Rossi• Live Now

Private livecam show

6 Comments

Nathan3 months ago

@OfficialXYO Verification is the real moat.

Hikaru3 months ago

@OfficialXYO In on-chain data we trust ✅

Olivia3 months ago

@OfficialXYO I spent way too many hours fact checking things AI was "confident" about 😭

John3 months ago

@OfficialXYO most AI problems trace back to bad data, not bad models

Joe Stuart3 months ago

@OfficialXYO 🔥🔥🔥🔥🔥🔥🔥🔥🔥

Leo co3 months ago

@OfficialXYO how much of that 10m node data is usable for AI training?

Related Videos

BREAKING: XYO Layer One Tokenomics Overview A bunch of XYO is about to get locked up, and XL1 is your reward. Here’s what you need to know: 🔹By staking XYO on the upcoming XYO Layer One blockchain, you’ll earn XL1. The circulating supply of XYO will be reduced while it's locked up in staking. 🔹XL1 is the gas that powers the new blockchain. It’s used to pay for transactions, run smart contracts, and more. Activity on the chain automatically burns XL1, keeping the supply in check. 🔹The XYO token is the root of the system, rewarding the contributor economy's DePIN Nodes, securing data, supporting governance, and powering participation across the XYO ecosystem. Mainnet launches Q3 2025. When it does, you’ll be able to stake your XYO and begin earning XL1. Early participants will likely earn more XL1 before emissions stabilize, so being ready matters. Announcement ➡ Details are now live in the official XYO Layer One GitBook. It explains how everything fits together, and later on we'll elaborate more on how to stake and what to expect from the launch. GitBook ➡ Stay tuned. Get ready to stake your XYO and fuel the future of XYO with XL1.

BREAKING: XYO Layer One Tokenomics Overview A bunch of XYO is about to get locked up, and XL1 is your reward. Here’s what you need to know: 🔹By staking XYO on the upcoming XYO Layer One blockchain, you’ll earn XL1. The circulating supply of XYO will be reduced while it's locked up in staking. 🔹XL1 is the gas that powers the new blockchain. It’s used to pay for transactions, run smart contracts, and more. Activity on the chain automatically burns XL1, keeping the supply in check. 🔹The XYO token is the root of the system, rewarding the contributor economy's DePIN Nodes, securing data, supporting governance, and powering participation across the XYO ecosystem. Mainnet launches Q3 2025. When it does, you’ll be able to stake your XYO and begin earning XL1. Early participants will likely earn more XL1 before emissions stabilize, so being ready matters. Announcement ➡ Details are now live in the official XYO Layer One GitBook. It explains how everything fits together, and later on we'll elaborate more on how to stake and what to expect from the launch. GitBook ➡ Stay tuned. Get ready to stake your XYO and fuel the future of XYO with XL1.

XYO

31,487 views • 1 year ago

The trust layer for robot and machine data is here peaqOS Stream enables machines to sign, verify, and monetize their data across Web3 and beyond → A machine signs its data at source → Any data protocol or platform can plug in and monetize it For the first time, machine data can be trusted by third parties at scale

The trust layer for robot and machine data is here peaqOS Stream enables machines to sign, verify, and monetize their data across Web3 and beyond → A machine signs its data at source → Any data protocol or platform can plug in and monetize it For the first time, machine data can be trusted by third parties at scale

peaq

34,237 views • 3 months ago

Data for the Real World Diana & Austin Tindle AI has become superhuman at code, language, and images because it has enormous amounts of data to learn from. But our understanding of the physical world is still limited by sparse sensors and models built largely on intuition. Cheaper sensors and better foundation models could unlock entirely new datasets for energy, agriculture, logistics, construction, and the climate. Once you can accurately model the physical world, you can begin to control it.

Data for the Real World Diana & Austin Tindle AI has become superhuman at code, language, and images because it has enormous amounts of data to learn from. But our understanding of the physical world is still limited by sparse sensors and models built largely on intuition. Cheaper sensors and better foundation models could unlock entirely new datasets for energy, agriculture, logistics, construction, and the climate. Once you can accurately model the physical world, you can begin to control it.

Y Combinator

23,546 views • 2 months ago

Threadguy explains why Apple will capture ALL of the value from AI “Models have become a commodity, we'll be able to just use the best model at any given time” "The more data AI has access to, the better it is. Everyone already has an iPhone, the next iPhone is just going to launch with some OpenClaw esque assistant utilising the best model plugged into it and its probably going to be the best AI experience you’ve ever had”

Threadguy explains why Apple will capture ALL of the value from AI “Models have become a commodity, we'll be able to just use the best model at any given time” "The more data AI has access to, the better it is. Everyone already has an iPhone, the next iPhone is just going to launch with some OpenClaw esque assistant utilising the best model plugged into it and its probably going to be the best AI experience you’ve ever had”

Jack

24,179 views • 7 months ago

Before AI can understand the physical world, it needs data about the physical world. Not just images. Spatial environments. Real streets, buildings, parks, stores, museums, and public spaces captured in 3D. OVER has already reconstructed 290,000+ real-world 3D scenes, creating a growing dataset for the next generation of spatial and embodied AI. And this is exactly the kind of real-world spatial data AI companies are looking for. We're already in conversations with multiple AI and Robotics companies exploring how OVER's dataset can support the development and training of models that need to understand the physical world. The next AI race will be about real-world data.

Before AI can understand the physical world, it needs data about the physical world. Not just images. Spatial environments. Real streets, buildings, parks, stores, museums, and public spaces captured in 3D. OVER has already reconstructed 290,000+ real-world 3D scenes, creating a growing dataset for the next generation of spatial and embodied AI. And this is exactly the kind of real-world spatial data AI companies are looking for. We're already in conversations with multiple AI and Robotics companies exploring how OVER's dataset can support the development and training of models that need to understand the physical world. The next AI race will be about real-world data.

Over the Reality 🌐

24,152 views • 14 days ago

I don't think people understand that one of the biggest real-world use cases for Crypto it is happening - right now. FedEx, just sat down with Mance Harmon of $HBAR and explained why they chose Hedera to track millions of packages a day, to 220 countries. Dale Christie, Blockchain Strategist at FedEx said in 2018, FedEx tried building its own blockchain... But it wouldn’t scale so they chose Hedera. Why? Every package generates hundreds - sometimes thousands - of data points, and Hedera enables the key facts to move through customs at the speed of data, not paper. “When you are a trusted shipper and I am a trusted receiver… that data can move through customs at the speed of data and keep it moving.” One of the largest logistics companies in the world just publicly said Hedera is the foundation they’re building on. Hedera is the most undervalued token imo. and this is one of the biggest use cases Crypto's ever seen.

I don't think people understand that one of the biggest real-world use cases for Crypto it is happening - right now. FedEx, just sat down with Mance Harmon of $HBAR and explained why they chose Hedera to track millions of packages a day, to 220 countries. Dale Christie, Blockchain Strategist at FedEx said in 2018, FedEx tried building its own blockchain... But it wouldn’t scale so they chose Hedera. Why? Every package generates hundreds - sometimes thousands - of data points, and Hedera enables the key facts to move through customs at the speed of data, not paper. “When you are a trusted shipper and I am a trusted receiver… that data can move through customs at the speed of data and keep it moving.” One of the largest logistics companies in the world just publicly said Hedera is the foundation they’re building on. Hedera is the most undervalued token imo. and this is one of the biggest use cases Crypto's ever seen.

Mark

44,717 views • 7 months ago

New Delphi Podcast with TravisGood, co-founder of ambient.xyz Travis believes open source AI will win and that OpenAI and Anthropic are making a major strategic mistake by betting against it We discuss – Why closed AI providers can’t be trusted as infrastructure – China’s open source advantage – What happens if OpenAI reaches AGI – Prompt injection and AI’s unsolved safety problem – The AI CapEx bubble and a possible AI winter – How Ambient is building Uber for inference - 00:00 Intro - 03:20 What Ambient Is and How It Works - 18:40 Verified AI Inference - 40:20 China and the Open-Source AI Race - 49:00 Why Closed AI Is Making a Mistake - 1:03:00 What Happens If OpenAI Reaches AGI? - 1:17:10 The AI Bubble and a Possible AI Winter

New Delphi Podcast with TravisGood, co-founder of ambient.xyz Travis believes open source AI will win and that OpenAI and Anthropic are making a major strategic mistake by betting against it We discuss – Why closed AI providers can’t be trusted as infrastructure – China’s open source advantage – What happens if OpenAI reaches AGI – Prompt injection and AI’s unsolved safety problem – The AI CapEx bubble and a possible AI winter – How Ambient is building Uber for inference - 00:00 Intro - 03:20 What Ambient Is and How It Works - 18:40 Verified AI Inference - 40:20 China and the Open-Source AI Race - 49:00 Why Closed AI Is Making a Mistake - 1:03:00 What Happens If OpenAI Reaches AGI? - 1:17:10 The AI Bubble and a Possible AI Winter

Tommy

24,618 views • 2 months ago

Your AI is only as smart as the context it runs on. Have you built your shared enterprise brain yet? At Databricks Data+AI Summit, I spoke with Prukalpa ✨, co-founder and co-CEO of Atlan, to go deeper on the AI Context Layer in practice. The concept of a shared enterprise brain resonated with me. It is a foundation that every AI agent draws from, learns from, and contributes back to. "The future of organizations are going to be the fastest learning organizations." - Prukalpa ✨ Sankar, co-founder and co-CEO of Atlan Watch the full interview on YouTube: Check out the live demo by Atlan on Building Context for Your AI Agents - #EnterpriseAI #ContextLayer #Data #AI #AtlanPartner Matthias Heidrich

Your AI is only as smart as the context it runs on. Have you built your shared enterprise brain yet? At Databricks Data+AI Summit, I spoke with Prukalpa ✨, co-founder and co-CEO of Atlan, to go deeper on the AI Context Layer in practice. The concept of a shared enterprise brain resonated with me. It is a foundation that every AI agent draws from, learns from, and contributes back to. "The future of organizations are going to be the fastest learning organizations." - Prukalpa ✨ Sankar, co-founder and co-CEO of Atlan Watch the full interview on YouTube: Check out the live demo by Atlan on Building Context for Your AI Agents - #EnterpriseAI #ContextLayer #Data #AI #AtlanPartner Matthias Heidrich

Helen Yu

10,982 views • 3 months ago

The future of AI Agents needs #ICP AI agents are starting to act on our behalf: - making deals - sending messages - handling sensitive data But there is no trust layer telling you who or what you're actually dealing with ❌ zCloak Network is building exactly that: the trust, identity and privacy infrastructure for the AI-native economy, and they built it on top of Internet Computer Protocol In this podcast I sit down with Xiao Zhang (0xFrancis), founder of to break down what they're building, why they chose ICP over every other blockchain, and what the world looks like when AI agents can finally be trusted.

The future of AI Agents needs #ICP AI agents are starting to act on our behalf: - making deals - sending messages - handling sensitive data But there is no trust layer telling you who or what you're actually dealing with ❌ zCloak Network is building exactly that: the trust, identity and privacy infrastructure for the AI-native economy, and they built it on top of Internet Computer Protocol In this podcast I sit down with Xiao Zhang (0xFrancis), founder of to break down what they're building, why they chose ICP over every other blockchain, and what the world looks like when AI agents can finally be trusted.

Alex (BCP)

20,791 views • 5 months ago

Warren Buffett: "I just like the feeling of being trusted." "It doesn't have anything to do with money, but you can be kind — and the world is better off. I'm not sure that the world will be better off if I'm richer."

Warren Buffett: "I just like the feeling of being trusted." "It doesn't have anything to do with money, but you can be kind — and the world is better off. I'm not sure that the world will be better off if I'm richer."

Kevin Carpenter

237,030 views • 1 year ago

MiniMax is building with next-gen AGI, offering foundation AI models and revolutionizing content creation with AI-powered video, music, chat products. With Alibaba's one-stop multimodal data platform, MiniMax can save the complexity of handling multimodal data work with the AI-ready data foundation, and boost streamlined innovation on it. Feifei Li, SVP and President of International Business at Alibaba Cloud Intelligence Group, shares how the right tech stack can elevate AI from potential to powerful. 🚀

MiniMax is building with next-gen AGI, offering foundation AI models and revolutionizing content creation with AI-powered video, music, chat products. With Alibaba's one-stop multimodal data platform, MiniMax can save the complexity of handling multimodal data work with the AI-ready data foundation, and boost streamlined innovation on it. Feifei Li, SVP and President of International Business at Alibaba Cloud Intelligence Group, shares how the right tech stack can elevate AI from potential to powerful. 🚀

Alibaba Group

305,831 views • 10 months ago

With various LLMs and AI agents being deployed, Nodepay’s infrastructure for real time data retrieval is crucial for delivering up-to-date insights for any inquiry, action or task instantly. Envision a world where any model or AI agent can access real time data ensuring the most precise results to give you a competitive advantage. This is Node Search - Nodepay’s decentralized AI answer engine that makes this possible, powered by 1.8M global user nodes and $NC Nodecoin

With various LLMs and AI agents being deployed, Nodepay’s infrastructure for real time data retrieval is crucial for delivering up-to-date insights for any inquiry, action or task instantly. Envision a world where any model or AI agent can access real time data ensuring the most precise results to give you a competitive advantage. This is Node Search - Nodepay’s decentralized AI answer engine that makes this possible, powered by 1.8M global user nodes and $NC Nodecoin

Nodepay

183,637 views • 1 year ago

Exclusive Interview with the CEO of KRAIN AI by Crypto Data Space Jared Stauffer sat down with Rabbitcoinhole to talk about what KRAIN is building, why it matters, and how you can be a part of it. Watch the full interview here:

Exclusive Interview with the CEO of KRAIN AI by Crypto Data Space Jared Stauffer sat down with Rabbitcoinhole to talk about what KRAIN is building, why it matters, and how you can be a part of it. Watch the full interview here:

KRAIN AI

32,022 views • 1 year ago

Microsoft has launched a powerful new data analysis tool! Introducing Data Formulator, a 100% open-source LLM-powered, no-code tool that transforms data in a snap and creates stunning visualizations. Key features include: 🤖 AI-powered data transformation 🖱️ Interactive drag-and-drop UI for visualizations 💬 Seamless blend of UI & natural language inputs But that’s not all: You can even create charts beyond your initial dataset. Data Formulator automatically identifies extra computation needs, generates fields for you, and outputs the final visualization. Find the GitHub repo in the next tweet! _____ Find me → Akshay 🚀 ✔️ For more insights and tutorials on AI and Machine Learning.

Microsoft has launched a powerful new data analysis tool! Introducing Data Formulator, a 100% open-source LLM-powered, no-code tool that transforms data in a snap and creates stunning visualizations. Key features include: 🤖 AI-powered data transformation 🖱️ Interactive drag-and-drop UI for visualizations 💬 Seamless blend of UI & natural language inputs But that’s not all: You can even create charts beyond your initial dataset. Data Formulator automatically identifies extra computation needs, generates fields for you, and outputs the final visualization. Find the GitHub repo in the next tweet! _____ Find me → Akshay 🚀 ✔️ For more insights and tutorials on AI and Machine Learning.

Akshay 🚀

280,679 views • 1 year ago

Could You Guess What Comes After the OptimAI Edge Node? We’re excited to share another glimpse into the future, Community-Powered Data Validation, a unique feature within the OptimAI Core Node for desktop. What is Data Validation? It’s the essential process of ensuring AI systems learn from accurate, unbiased, and high-quality data. Through human intelligence, users verify, correct, and refine information - making it reliable for training advanced AI agents. This process is enabled by the OptimAI DeHIN (Decentralized Human Intelligence Network), which brings collective intelligence into the heart of AI development. Why is it important? Because truly responsible and powerful AI starts with trusted data. Community validation improves fairness, transparency, and performance - ensuring AI benefits everyone. And as a participant, you’re not just supporting better AI; you’re earning rewards and shaping its future. Your desktop is about to become much more than a device. It’s a gateway to reinforcing the quality of data that powers Agentic AI. Validate data. Strengthen AI. Get rewarded. The future of AI is collective — and it needs you. #BUIDL with us! 👉OptimAI Lite Node: 👉OptimAI Edge Node:

Could You Guess What Comes After the OptimAI Edge Node? We’re excited to share another glimpse into the future, Community-Powered Data Validation, a unique feature within the OptimAI Core Node for desktop. What is Data Validation? It’s the essential process of ensuring AI systems learn from accurate, unbiased, and high-quality data. Through human intelligence, users verify, correct, and refine information - making it reliable for training advanced AI agents. This process is enabled by the OptimAI DeHIN (Decentralized Human Intelligence Network), which brings collective intelligence into the heart of AI development. Why is it important? Because truly responsible and powerful AI starts with trusted data. Community validation improves fairness, transparency, and performance - ensuring AI benefits everyone. And as a participant, you’re not just supporting better AI; you’re earning rewards and shaping its future. Your desktop is about to become much more than a device. It’s a gateway to reinforcing the quality of data that powers Agentic AI. Validate data. Strengthen AI. Get rewarded. The future of AI is collective — and it needs you. #BUIDL with us! 👉OptimAI Lite Node: 👉OptimAI Edge Node:

OptimAI Network

60,810 views • 1 year ago

Technology is being weaponised by the people we least expected it from. That is why a necessary conversation has begun: Who is the safe and trusted source of technology? Whose technology can we partner with - without worrying that it will be weaponised against us down the road? The future of tech has to be shaped by countries that trust each other, and are trusted by the rest of the world. #BRICS2026

Technology is being weaponised by the people we least expected it from. That is why a necessary conversation has begun: Who is the safe and trusted source of technology? Whose technology can we partner with - without worrying that it will be weaponised against us down the road? The future of tech has to be shaped by countries that trust each other, and are trusted by the rest of the world. #BRICS2026

Rajeev Chandrasekhar 🇮🇳

104,936 views • 27 days ago

Most AI is still learning from the same recycled internet data and that is the real bottleneck no one likes to talk about. The internet is running out of high quality human signal, what remains now is noisy, repetitive, and heavily biased toward the same regions and behaviors. The truth is, physical AI and next generation LLMs need something better like data that comes from real people, real environments, real languages, and real actions. KGeN Foundation 🟩 as a verified human network is changing the game, as it spans more than 60 countries to collects multimodal data including voice, first person video, preferences, and everyday behaviors from actual humans rather than bots or synthetic sources, resulting to a better data from real people for better AI. 𝗘𝘃𝗲𝗿𝘆 𝗰𝗼𝗻𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻 𝘀𝘁𝗿𝗲𝗻𝗴𝘁𝗵𝗲𝗻𝘀 𝘁𝗵𝗲 𝗻𝗲𝘁𝘄𝗼𝗿𝗸 𝗮𝗻𝗱 𝗿𝗲𝘄𝗮𝗿𝗱𝘀 𝘁𝗵𝗲 𝗽𝗲𝗼𝗽𝗹𝗲 𝘄𝗵𝗼 𝗰𝗿𝗲𝗮𝘁𝗲 𝘁𝗵𝗲 𝗱𝗮𝘁𝗮. I'm sure you wouldn't want to be left behind, so to be part of this great movement, Go to: to start contributing today.

Most AI is still learning from the same recycled internet data and that is the real bottleneck no one likes to talk about. The internet is running out of high quality human signal, what remains now is noisy, repetitive, and heavily biased toward the same regions and behaviors. The truth is, physical AI and next generation LLMs need something better like data that comes from real people, real environments, real languages, and real actions. KGeN Foundation 🟩 as a verified human network is changing the game, as it spans more than 60 countries to collects multimodal data including voice, first person video, preferences, and everyday behaviors from actual humans rather than bots or synthetic sources, resulting to a better data from real people for better AI. 𝗘𝘃𝗲𝗿𝘆 𝗰𝗼𝗻𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻 𝘀𝘁𝗿𝗲𝗻𝗴𝘁𝗵𝗲𝗻𝘀 𝘁𝗵𝗲 𝗻𝗲𝘁𝘄𝗼𝗿𝗸 𝗮𝗻𝗱 𝗿𝗲𝘄𝗮𝗿𝗱𝘀 𝘁𝗵𝗲 𝗽𝗲𝗼𝗽𝗹𝗲 𝘄𝗵𝗼 𝗰𝗿𝗲𝗮𝘁𝗲 𝘁𝗵𝗲 𝗱𝗮𝘁𝗮. I'm sure you wouldn't want to be left behind, so to be part of this great movement, Go to: to start contributing today.

𝐓𝐡𝐞𝐎𝐧𝐥𝐲𝟏𝐇𝐞𝐫𝐨👑

22,349 views • 1 month ago