正在加载视频...

视频加载失败

加载此视频时出现问题。这可能是由于临时网络问题，或视频可能不可用。

After 15 years building biometric systems, Yanez.ai’s founder now has Bittensor miners trying to break them. On the latest Novelty Search, SN54 team explained how miners attack Yanez’s liveness and deepfake-detection systems with synthetic faces and screen replays, exposing weaknesses the team can fix and test again. The bigger... show more

Openτensor Foundaτion

174,087 subscribers

25,114 次观看 • 25 天前 •via X (Twitter)

Anya Rossi• Live Now

Private livecam show

0 条评论

暂无评论

原始帖子的评论将显示在这里

相关视频

“The bank of Bittensor” That’s how Zipcode framed the long-term vision for SN46 on the latest Novelty Search. Zipcode started with real estate appraisals. The bigger vision is on-chain credit, real-world assets, and a new financial layer on Bittensor. Hosted by const Full episode in the first comment

“The bank of Bittensor” That’s how Zipcode framed the long-term vision for SN46 on the latest Novelty Search. Zipcode started with real estate appraisals. The bigger vision is on-chain credit, real-world assets, and a new financial layer on Bittensor. Hosted by const Full episode in the first comment

Openτensor Foundaτion

26,968 次观看 • 1 个月前

“The only team productizing Constitutional AI outside of Anthropic is us” On the latest Novelty Search, Trishool | SN23 shared that SN23 is training a 0.8B guard model close to SOTA, at one-tenth the size of Qwen’s leading guard model. They also break down how competitive jailbreaks from Bittensor miners help harden their Constitutional AI guard models. Hosted by const Full episode in the first comment

“The only team productizing Constitutional AI outside of Anthropic is us” On the latest Novelty Search, Trishool | SN23 shared that SN23 is training a 0.8B guard model close to SOTA, at one-tenth the size of Qwen’s leading guard model. They also break down how competitive jailbreaks from Bittensor miners help harden their Constitutional AI guard models. Hosted by const Full episode in the first comment

Openτensor Foundaτion

20,894 次观看 • 1 个月前

“All that takes is just the right incentive.” Reliably identifying the mutations that matter for disease risk, drug response, and personalized medicine remains one of the hard problems in genomics. On the latest Novelty Search, Minos explained how SN107 uses Bittensor to improve variant calling, the step that turns raw genome data into a reliable list of mutations. Today, most labs run existing tools with default settings. Minos miners are already finding better configurations that improve mutation detection accuracy, while independent validators rerun and check the work every 72 minutes instead of waiting months or years for traditional scientific validation. Hosted by const Full episode in the first comment

“All that takes is just the right incentive.” Reliably identifying the mutations that matter for disease risk, drug response, and personalized medicine remains one of the hard problems in genomics. On the latest Novelty Search, Minos explained how SN107 uses Bittensor to improve variant calling, the step that turns raw genome data into a reliable list of mutations. Today, most labs run existing tools with default settings. Minos miners are already finding better configurations that improve mutation detection accuracy, while independent validators rerun and check the work every 72 minutes instead of waiting months or years for traditional scientific validation. Hosted by const Full episode in the first comment

Openτensor Foundaτion

22,580 次观看 • 1 个月前

"I hot-swapped from Claw to Hermes. No problem whatsoever.” On the latest Novelty Search, Ditto explains how Ditto gives AI agents a shared memory layer, letting users move between agents without losing the knowledge and context they have built up. SN118 turns that product problem into a live competition: miners improve how agents store and retrieve memory, with every submission tested against a newly generated synthetic user. Hosted by const + Mark Jeffrey Full episode in the first comment

"I hot-swapped from Claw to Hermes. No problem whatsoever.” On the latest Novelty Search, Ditto explains how Ditto gives AI agents a shared memory layer, letting users move between agents without losing the knowledge and context they have built up. SN118 turns that product problem into a live competition: miners improve how agents store and retrieve memory, with every submission tested against a newly generated synthetic user. Hosted by const + Mark Jeffrey Full episode in the first comment

Openτensor Foundaτion

161,454 次观看 • 11 天前

“We’ve had over 16,000 confidential workloads deployed this year.” On the latest Novelty Search, Targon shared that average revenue per user grew from $83 to $5,000, with SN4 supporting both Web2 training runs and Bittensor subnets. They also detailed Targon Tower, a high-performance computer for the home designed to run AI models locally and sell idle compute back to Targon’s confidential network. Hosted by const Full episode in the first comment

“We’ve had over 16,000 confidential workloads deployed this year.” On the latest Novelty Search, Targon shared that average revenue per user grew from $83 to $5,000, with SN4 supporting both Web2 training runs and Bittensor subnets. They also detailed Targon Tower, a high-performance computer for the home designed to run AI models locally and sell idle compute back to Targon’s confidential network. Hosted by const Full episode in the first comment

Openτensor Foundaτion

16,083 次观看 • 18 天前

AI vendors are flooding the dealership market. The challenge? Few explain how they actually integrate with the systems dealers already use. Yogesh Darji, Founder & CEO of AgentDynamics, explains how operators should evaluate AI vendors. " You need to understand that vendors who are claiming that they're the number one automotive AI companies, I would be very skeptical of them. You need to ask them the right questions, look at the backgrounds of the founder, the team, the engineering team, and what their support is going to look like." Daily Dealer live hosted by Sam D'Arc — listen to the full episode here: - Thank you to our partner AgentDynamics! Check them out by visiting:

AI vendors are flooding the dealership market. The challenge? Few explain how they actually integrate with the systems dealers already use. Yogesh Darji, Founder & CEO of AgentDynamics, explains how operators should evaluate AI vendors. " You need to understand that vendors who are claiming that they're the number one automotive AI companies, I would be very skeptical of them. You need to ask them the right questions, look at the backgrounds of the founder, the team, the engineering team, and what their support is going to look like." Daily Dealer live hosted by Sam D'Arc — listen to the full episode here: - Thank you to our partner AgentDynamics! Check them out by visiting:

Car Dealership Guy

10,771 次观看 • 4 个月前

Steel is rising in Cape Canaveral! The first steel columns for Terran R’s horizontal integration facility are now standing tall at Launch Complex 16. Behind the scenes, work is rapidly advancing on the pad infrastructure and support systems—laying the groundwork for future launches. From civil engineering and logistics to systems engineering, building a launch site takes a diverse team with skills that translate far beyond aerospace. Join the Cape team:

Steel is rising in Cape Canaveral! The first steel columns for Terran R’s horizontal integration facility are now standing tall at Launch Complex 16. Behind the scenes, work is rapidly advancing on the pad infrastructure and support systems—laying the groundwork for future launches. From civil engineering and logistics to systems engineering, building a launch site takes a diverse team with skills that translate far beyond aerospace. Join the Cape team:

Relativity Space

47,476 次观看 • 1 年前

Today Reactor is coming out of stealth. We’ve raised $59M in Seed and Series A funding, led by Lightspeed, with participation from Amplify Partners, wndrco, Sky9 Capital, and FPV Ventures. Reactor is the platform for building in the World Model era: the infrastructure that lets developers build with them at global scale for the first time. Stream from a frontier World Model to your app, in real time, all in under 10 lines of code. World Models represent the next major shift in AI: pixels, audio and actions are generated on the fly, in real-time, in response to user inputs, and to the environment. Every time computing has made a shift from passive to interactive, entire industries appeared that didn't exist before. We're standing in front of such moment again. Over the last 6 months, we’ve assembled an all-star team with alumni from Apple, Meta, Google, Luma AI, Netflix, and Replicate. We're already partnering with some of the biggest names and labs in the world, and hundreds of developers are already building on Reactor. The World Model era starts now.

Today Reactor is coming out of stealth. We’ve raised $59M in Seed and Series A funding, led by Lightspeed, with participation from Amplify Partners, wndrco, Sky9 Capital, and FPV Ventures. Reactor is the platform for building in the World Model era: the infrastructure that lets developers build with them at global scale for the first time. Stream from a frontier World Model to your app, in real time, all in under 10 lines of code. World Models represent the next major shift in AI: pixels, audio and actions are generated on the fly, in real-time, in response to user inputs, and to the environment. Every time computing has made a shift from passive to interactive, entire industries appeared that didn't exist before. We're standing in front of such moment again. Over the last 6 months, we’ve assembled an all-star team with alumni from Apple, Meta, Google, Luma AI, Netflix, and Replicate. We're already partnering with some of the biggest names and labs in the world, and hundreds of developers are already building on Reactor. The World Model era starts now.

reactor

12,735,466 次观看 • 2 个月前

Right now our experience of the internet is in jeopardy. More than half of our interactions online and onchain come from non-human actors who are not identifiable, not accountable, not verifiable. That means as we look toward a stablecoin payment and AI agent enabled future, how are we going to facilitate payments if we don't know who we're paying? How will applications, display advertising, recommendations work if the counterparty who's interacting with those interfaces and in those digital spaces can’t identify itself as agent or human, or specific human? Or for things like onchain incentives, how can we ensure that tokens and value are arriving at the right users if we cannot tell Sybil accounts and redundant addresses from unique human beings? So for all of these use cases and more, things that touch enterprise and government as well, which we can get into later, we have a very glaring need to bring a layer of identity and trust to the internet that was originally built as a system, a network to communicate amongst computers, but lacked an identity system to acknowledge their users. That's the problem that we are solving with Billions Network. How can we make it really easy for you and the agents who serve you to prove who you are, your traits and capabilities and qualifications, in any space, physical or digital? What that means is that today Billions Network is the first universal human and AI network built with mobile first verification, so you can prove who you are and your agents can prove who they are, starting with comfortable experiences on the devices you already own. So no proprietary hardware. We do not rely on centralized servers to collect user data. Rather, your information, the sensitive data that makes you you, stays securely on your device. And we use zero knowledge proofs as a way to prove traits about you, such as the fact that you're over the age of 21, without revealing that sensitive personal data, such as what your exact birth date is. Source: Billions CEO Evin McMullen evin speaking at House of Chimera Spaces Event Dec 3, 2025

Right now our experience of the internet is in jeopardy. More than half of our interactions online and onchain come from non-human actors who are not identifiable, not accountable, not verifiable. That means as we look toward a stablecoin payment and AI agent enabled future, how are we going to facilitate payments if we don't know who we're paying? How will applications, display advertising, recommendations work if the counterparty who's interacting with those interfaces and in those digital spaces can’t identify itself as agent or human, or specific human? Or for things like onchain incentives, how can we ensure that tokens and value are arriving at the right users if we cannot tell Sybil accounts and redundant addresses from unique human beings? So for all of these use cases and more, things that touch enterprise and government as well, which we can get into later, we have a very glaring need to bring a layer of identity and trust to the internet that was originally built as a system, a network to communicate amongst computers, but lacked an identity system to acknowledge their users. That's the problem that we are solving with Billions Network. How can we make it really easy for you and the agents who serve you to prove who you are, your traits and capabilities and qualifications, in any space, physical or digital? What that means is that today Billions Network is the first universal human and AI network built with mobile first verification, so you can prove who you are and your agents can prove who they are, starting with comfortable experiences on the devices you already own. So no proprietary hardware. We do not rely on centralized servers to collect user data. Rather, your information, the sensitive data that makes you you, stays securely on your device. And we use zero knowledge proofs as a way to prove traits about you, such as the fact that you're over the age of 21, without revealing that sensitive personal data, such as what your exact birth date is. Source: Billions CEO Evin McMullen evin speaking at House of Chimera Spaces Event Dec 3, 2025

Billions

30,867 次观看 • 8 个月前

Excited to introduce you to Seb, the coding agent for hardware. Seb is trained for low level systems in highly-regulated environments. Thank you to the engineers and companies that already trust Seb with their hardware. The feedback from hundreds of Firmware, Embedded, and Hardware Engineers has been invaluable. If you are building new hardware or updating a legacy system, Seb is here to help. Get started today at And as a thank you from the Root Access team -- the first 100 engineers to use promo code RAGE50 get 50% off their first month of Pro!

Excited to introduce you to Seb, the coding agent for hardware. Seb is trained for low level systems in highly-regulated environments. Thank you to the engineers and companies that already trust Seb with their hardware. The feedback from hundreds of Firmware, Embedded, and Hardware Engineers has been invaluable. If you are building new hardware or updating a legacy system, Seb is here to help. Get started today at And as a thank you from the Root Access team -- the first 100 engineers to use promo code RAGE50 get 50% off their first month of Pro!

Ryan Eppley

55,181 次观看 • 3 个月前

Worldcoin is a game-changer in crypto and Ai world!!! Let me get straight and tell you more about the World and their $WLD ecosystem They’re not just another project—they’re paving the way for mass adoption with some insane innovations Here's how 👇 World App: This isn’t your typical wallet. It’s crypto’s first super app! A non-custodial Ethereum wallet with Mini Apps, where you can manage assets, verify with World ID, and access third-party services—all from one place, securely. World ID: In an AI-dominated world, privacy matters. World ID is already the largest identity protocol, with millions of verified users across 160+ countries. Their biometric verification keeps your data private and protected. Worldchain: Just launched and already massive. Designed to scale with a global user base, it’s the largest layer-2 chain on day one, enabling secure, human-prioritized transactions and on-chain identity verification. Orb 2.0: Powered by NVIDIA, this next-gen biometric scanner is 5x faster and better at fraud detection. Real-time, privacy-preserving verification at its best! $WLD is redefining what’s possible in Web3 by solving real problems like deepfakes and digital fraud. Sam Altman and the team are pushing boundaries and making this space future-proof

Worldcoin is a game-changer in crypto and Ai world!!! Let me get straight and tell you more about the World and their $WLD ecosystem They’re not just another project—they’re paving the way for mass adoption with some insane innovations Here's how 👇 World App: This isn’t your typical wallet. It’s crypto’s first super app! A non-custodial Ethereum wallet with Mini Apps, where you can manage assets, verify with World ID, and access third-party services—all from one place, securely. World ID: In an AI-dominated world, privacy matters. World ID is already the largest identity protocol, with millions of verified users across 160+ countries. Their biometric verification keeps your data private and protected. Worldchain: Just launched and already massive. Designed to scale with a global user base, it’s the largest layer-2 chain on day one, enabling secure, human-prioritized transactions and on-chain identity verification. Orb 2.0: Powered by NVIDIA, this next-gen biometric scanner is 5x faster and better at fraud detection. Real-time, privacy-preserving verification at its best! $WLD is redefining what’s possible in Web3 by solving real problems like deepfakes and digital fraud. Sam Altman and the team are pushing boundaries and making this space future-proof

Lau

116,744 次观看 • 1 年前

The SmarDex ecosystem will soon be home to the first fully decentralized Synthetic Dollar in history. For the first time, financial players sleeping on a pile of cash will be able to benefit from intrinsic yield on their dollars, without having to staker, without having to KYC; just by holding it, fully liquid, in their wallet. One of the markets most concerned by this value proposition is professional poker, which is approaching 100 billion in volume per year, largely in inefficient, centralized, yield-free stablecoins. one of the main contributors to the decentralized SmarDex protocol, has decided to promote the arrival of $USDN by building the most ambitious pro poker team ever. In just a few months, SmarDex Poker Pro has established itself as the most innovative team on the circuit, with world-class emerging talent, and has already won numerous major trophies, something that still seems to elude many people. Partnering with Stake.com and many other major players, $USDN is ready to establish itself as the solution of choice in this environment, and the SmarDex Poker Pro team embodies this innovation. Many more things will come in the future, so stay tuned and have fun!

The SmarDex ecosystem will soon be home to the first fully decentralized Synthetic Dollar in history. For the first time, financial players sleeping on a pile of cash will be able to benefit from intrinsic yield on their dollars, without having to staker, without having to KYC; just by holding it, fully liquid, in their wallet. One of the markets most concerned by this value proposition is professional poker, which is approaching 100 billion in volume per year, largely in inefficient, centralized, yield-free stablecoins. one of the main contributors to the decentralized SmarDex protocol, has decided to promote the arrival of $USDN by building the most ambitious pro poker team ever. In just a few months, SmarDex Poker Pro has established itself as the most innovative team on the circuit, with world-class emerging talent, and has already won numerous major trophies, something that still seems to elude many people. Partnering with Stake.com and many other major players, $USDN is ready to establish itself as the solution of choice in this environment, and the SmarDex Poker Pro team embodies this innovation. Many more things will come in the future, so stay tuned and have fun!

Everything.inc

14,339 次观看 • 1 年前

Presenting: $PALM AI Applications System Hardware 📹 Watch the Reveal Teaser from below ✅ The first Web3 related microcontroller-based device that combines offline voice recognition with in-built AI profiles, performing on electronic circuits straight from the breadboard it was incepted from. 1️⃣ The next steps are to document the use cases of our system, which can be integrated into existing devices and physical services in real life. We will be sure to document and publish processes as the device goes into factory production all the way to shipping them out and showcasing the real-world adoption of our products. 2️⃣ Our hardware is built for flexibility and to innovate on, and we will be working with the top experts in the field to make the best out of it and is built to allow the device structure to be embedded as the smart component of any and all devices. ⌛️Stay tuned for the first use-case reveal of our AI Applications System inside an AI-enhanced, by default offline hardware wallet, fully built from scratch by our talented team. 🙏 Finally, thank you for the continued support. We will keep working as hard as ever. Enjoy the reveal.

Presenting: $PALM AI Applications System Hardware 📹 Watch the Reveal Teaser from below ✅ The first Web3 related microcontroller-based device that combines offline voice recognition with in-built AI profiles, performing on electronic circuits straight from the breadboard it was incepted from. 1️⃣ The next steps are to document the use cases of our system, which can be integrated into existing devices and physical services in real life. We will be sure to document and publish processes as the device goes into factory production all the way to shipping them out and showcasing the real-world adoption of our products. 2️⃣ Our hardware is built for flexibility and to innovate on, and we will be working with the top experts in the field to make the best out of it and is built to allow the device structure to be embedded as the smart component of any and all devices. ⌛️Stay tuned for the first use-case reveal of our AI Applications System inside an AI-enhanced, by default offline hardware wallet, fully built from scratch by our talented team. 🙏 Finally, thank you for the continued support. We will keep working as hard as ever. Enjoy the reveal.

PaLM AI - $PALM

166,276 次观看 • 2 年前

The payment layer for programmable money is here – Introducing BRRR BRRR creates a universal settlement layer connecting blockchain networks with traditional payment systems, enabling programmable transactions at global scale. For the first time ever, any financial institution or service provider is just one API call away from orchestrating payments onchain. Any network, token, or smart contract logic comes right out of the box with a compliant and developer-friendly experience. Crypto in the last cycle lived in a vacuum with no real connective tissue to legacy fiat and banking systems. Today, stablecoins, blockchain networks, and DeFi primitives are reinventing how we interact with money. There will be more specialized stablecoins, dedicated payment networks, and sophisticated primitives — and BRRR is the one layer that connects all of them together. BRRR is already: • Connecting 20 networks • Integrated with 150+ protocols • Powering the largest Web3 card • Processed over $200M real-world payments BRRR is a smart proxy to the future-proof payments, but that is only the beginning. Today we mark the next stage of BRRR, where everyone can be a part of it. To learn more about BRRR, how to get involved or integrate, visit:

The payment layer for programmable money is here – Introducing BRRR BRRR creates a universal settlement layer connecting blockchain networks with traditional payment systems, enabling programmable transactions at global scale. For the first time ever, any financial institution or service provider is just one API call away from orchestrating payments onchain. Any network, token, or smart contract logic comes right out of the box with a compliant and developer-friendly experience. Crypto in the last cycle lived in a vacuum with no real connective tissue to legacy fiat and banking systems. Today, stablecoins, blockchain networks, and DeFi primitives are reinventing how we interact with money. There will be more specialized stablecoins, dedicated payment networks, and sophisticated primitives — and BRRR is the one layer that connects all of them together. BRRR is already: • Connecting 20 networks • Integrated with 150+ protocols • Powering the largest Web3 card • Processed over $200M real-world payments BRRR is a smart proxy to the future-proof payments, but that is only the beginning. Today we mark the next stage of BRRR, where everyone can be a part of it. To learn more about BRRR, how to get involved or integrate, visit:

Blockchain Reconciliation and Remittance Record

57,316 次观看 • 11 个月前

99% of AI applications are cool-looking demos. Impressive, but don't get fooled by the hype. It takes a lot to build enterprise-grade products that deliver real value. I have at least three weekly conversations with companies that want to use a Large Language Model with their data. The demand is huge! Here is one idea about what you can do to help. The use cases that most of these companies want to solve are similar: They have an extensive knowledge base and want to build a simple application that uses that information to answer questions. In other words, they need help building Retrieval Augmented Generation (RAG) applications they can use in many different scenarios: 1. To train new employees 2. To help their support team 3. To search old meetings and documents 4. To help with their research However, building these systems is not straightforward. Yes, there's a lot of information online, but there aren't enough people who know how to create solutions that work. Here is the idea: Today, you can build an enterprise-grade RAG application without writing code. A couple of MIT PhDs with 10+ years of experience building AI applications created . It's a no-code platform for building applications using Large Language Models. They are partnering with me on this post. You can use Stack AI to create, test, and deploy an end-to-end production-ready AI system. It's SOC-2, HIPAA, and GDPR compliant and offers SSO, role management, access control, and on-premise deployments. Of course, you can use the platform with any LLM on the market now. It's the whole nine yards for building AI applications. Check them out here: 2023 was about models. 2024 is about the tools using these models to build production-ready applications. That's where I'd start.

99% of AI applications are cool-looking demos. Impressive, but don't get fooled by the hype. It takes a lot to build enterprise-grade products that deliver real value. I have at least three weekly conversations with companies that want to use a Large Language Model with their data. The demand is huge! Here is one idea about what you can do to help. The use cases that most of these companies want to solve are similar: They have an extensive knowledge base and want to build a simple application that uses that information to answer questions. In other words, they need help building Retrieval Augmented Generation (RAG) applications they can use in many different scenarios: 1. To train new employees 2. To help their support team 3. To search old meetings and documents 4. To help with their research However, building these systems is not straightforward. Yes, there's a lot of information online, but there aren't enough people who know how to create solutions that work. Here is the idea: Today, you can build an enterprise-grade RAG application without writing code. A couple of MIT PhDs with 10+ years of experience building AI applications created . It's a no-code platform for building applications using Large Language Models. They are partnering with me on this post. You can use Stack AI to create, test, and deploy an end-to-end production-ready AI system. It's SOC-2, HIPAA, and GDPR compliant and offers SSO, role management, access control, and on-premise deployments. Of course, you can use the platform with any LLM on the market now. It's the whole nine yards for building AI applications. Check them out here: 2023 was about models. 2024 is about the tools using these models to build production-ready applications. That's where I'd start.

Santiago

197,702 次观看 • 2 年前

This is so insane Wells Fargo has a real US patent titled “Smart Dust Usage” It’s a system for using tiny airborne microelectromechanical systems, commonly called “smart dust,” for biometric authentication during financial transactions Patent number US11354666B1, granted June 7, 2022 I looked into this and it’s crazy The patent mentions sensors that will - Collect biometric data like heart rate, blood pressure, body temperature, motion, voice, images and more - Be released into the air near the user, like at a payment terminal - Compare that data to a user profile to verify identity before approving a payment Keep in mind this is conceptual, but this shows they are working on it The patent is for future technology. The patent itself is only about biometric authentication for payments, not programmable CBDC But you can see how this could be used for CBDC Once your identity is confirmed, the system communicates with the CBDC network. The transaction only clears if it complies with programmable rules attached to the money, Because the dust collects continuous biometric data during the transaction, the system could theoretically: - Detect “suspicious” behavior (elevated heart rate = possible coercion/fraud). - Link your purchase history, health data, political donations, church giving, books bought, etc., to your CBDC wallet. - Automatically freeze or reverse transactions that violate programmed rules. This is theoretical but you see how this could be terrifying

Wall Street Apes

36,539 次观看 • 2 个月前

Following rapid growth, a $100M Series B, and a slate of new launches, I sat down with Parallel co-founder Travers. Parallel Web Systems is building core search infrastructure for the agentic web: systems that enable AI to retrieve, structure, and reason over information across the internet with speed, accuracy, and reliability. I joined Travers at Parallel’s new Palo Alto office for a wide-ranging conversation on: > The pace going from launch last August to becoming critical infrastructure powering production workflows at companies like Notion, Harvey, Granola, and more. > Why Parallel sees the future of search as far beyond “ten blue links,” toward systems built for retrieval, reasoning, monitoring, and computation. > The changing nature of the web itself: its economics, openness, and what happens as agents become primary users. > The artistry and legacy of internet history shaping the company: Olivetti typewriters, Douglas Hofstadler, Lloyd Shapley, Christo & Jeanne-Claude, Google’s Search Box, and how it inspired programs like the Museum of the Human Web. This is an extensive and wide ranging look into one of the most interesting sectors of the agentic web. We Terrain feel lucky to have worked with Travers and the team since the start just two years ago. So much to do.

Following rapid growth, a $100M Series B, and a slate of new launches, I sat down with Parallel co-founder Travers. Parallel Web Systems is building core search infrastructure for the agentic web: systems that enable AI to retrieve, structure, and reason over information across the internet with speed, accuracy, and reliability. I joined Travers at Parallel’s new Palo Alto office for a wide-ranging conversation on: > The pace going from launch last August to becoming critical infrastructure powering production workflows at companies like Notion, Harvey, Granola, and more. > Why Parallel sees the future of search as far beyond “ten blue links,” toward systems built for retrieval, reasoning, monitoring, and computation. > The changing nature of the web itself: its economics, openness, and what happens as agents become primary users. > The artistry and legacy of internet history shaping the company: Olivetti typewriters, Douglas Hofstadler, Lloyd Shapley, Christo & Jeanne-Claude, Google’s Search Box, and how it inspired programs like the Museum of the Human Web. This is an extensive and wide ranging look into one of the most interesting sectors of the agentic web. We Terrain feel lucky to have worked with Travers and the team since the start just two years ago. So much to do.

Willem

53,970 次观看 • 2 个月前

Whitney Webb just broke down exactly how the globalists are rolling out digital IDs as the backbone of Agenda 2030, and it’s straight-up dystopian control. She explained: “CBDCs and digital IDs are meant to go together… Without digital IDs, the CBDC digital finance system cannot exist.” “They have to know who you are. And so they want to have your wallet tied to a digital ID, and have that digital ID be mapped to your physical ID through the biometric data collection.” The idea is to link digital wallets to verified digital identities, often using biometric data to connect them to a person’s physical identity. According to Webb, participation in these systems could become necessary for legal recognition, accessing services, and participating in the economy in some frameworks. This is part of broader international efforts around digital identity and financial infrastructure, frequently tied to initiatives like the UN’s Agenda 2030 and sustainable development goals. Proponents see it as a way to increase inclusion and efficiency. Critics raise concerns about privacy, centralization, and potential restrictions on individual freedom. Worth paying attention to as these systems develop globally.

Whitney Webb just broke down exactly how the globalists are rolling out digital IDs as the backbone of Agenda 2030, and it’s straight-up dystopian control. She explained: “CBDCs and digital IDs are meant to go together… Without digital IDs, the CBDC digital finance system cannot exist.” “They have to know who you are. And so they want to have your wallet tied to a digital ID, and have that digital ID be mapped to your physical ID through the biometric data collection.” The idea is to link digital wallets to verified digital identities, often using biometric data to connect them to a person’s physical identity. According to Webb, participation in these systems could become necessary for legal recognition, accessing services, and participating in the economy in some frameworks. This is part of broader international efforts around digital identity and financial infrastructure, frequently tied to initiatives like the UN’s Agenda 2030 and sustainable development goals. Proponents see it as a way to increase inclusion and efficiency. Critics raise concerns about privacy, centralization, and potential restrictions on individual freedom. Worth paying attention to as these systems develop globally.

Defiant Ghost

77,681 次观看 • 3 个月前

We have officially submitted our project to the Pump.fun Hackathon. Through this initiative, our goal is to test Grok in real world conditions and push it to its full operational limits. We want to explore the complete range of it's capabilities, observe how it performs under continuous and complex decision making scenarios, and clearly understand where it's strengths end and it's boundaries begin. This is not a theoretical experiment. We are applying Grok across hardware, software, and physical systems, using live data and real world constraints. Our long term vision is to scale this into something much bigger a fully automated, real world farm powered by robotics, intelligent systems, and AI driven optimization. By building in public and testing without shortcuts, we aim to learn fast, iterate openly, and discover how far this technology can truly go.

We have officially submitted our project to the Pump.fun Hackathon. Through this initiative, our goal is to test Grok in real world conditions and push it to its full operational limits. We want to explore the complete range of it's capabilities, observe how it performs under continuous and complex decision making scenarios, and clearly understand where it's strengths end and it's boundaries begin. This is not a theoretical experiment. We are applying Grok across hardware, software, and physical systems, using live data and real world constraints. Our long term vision is to scale this into something much bigger a fully automated, real world farm powered by robotics, intelligent systems, and AI driven optimization. By building in public and testing without shortcuts, we aim to learn fast, iterate openly, and discover how far this technology can truly go.

Grok Potato

32,252 次观看 • 6 个月前