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Kaito Pulse now verifies Axis Robotics referrals. If you already referred users through your Axis Hub link, verify that account and those referrals count toward your Axis Katalyst multiplier. This is what a social layer for the internet looks like in practice. Explore other use cases by installing Pulse ↓

Kaito AI 🌊

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50,632 просмотров • 1 месяц назад •via X (Twitter)

Наука и технологии

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This is what Chinese quarantine camps looks like. Health officials are taking the 'detainees' blood for Dengue virus test. In China, if you refuse quarantine, you could get blacklisted by Social Credit System. This can affect your career, your ability to take a train, your internet speed, and even your children's access to education.

This is what Chinese quarantine camps looks like. Health officials are taking the 'detainees' blood for Dengue virus test. In China, if you refuse quarantine, you could get blacklisted by Social Credit System. This can affect your career, your ability to take a train, your internet speed, and even your children's access to education.

Songpinganq

54,839 просмотров • 1 год назад

Agent Zero v2.0 is out. Meet the A0 Launcher. A desktop app (Win/Mac/Linux) that manages your local and remote instances, and onboards new users by installing the container runtime for them. You don't need to know what Docker is anymore. Link below 👇

Agent Zero v2.0 is out. Meet the A0 Launcher. A desktop app (Win/Mac/Linux) that manages your local and remote instances, and onboards new users by installing the container runtime for them. You don't need to know what Docker is anymore. Link below 👇

Agent Zero

387,325 просмотров • 3 месяцев назад

Every cycle comes with ups and downs. But the builders? Still here. Still shipping. That's what this pledge is about. A public receipt that you didn't quit when it got quiet. 16 projects already signed. Your name could be next. 👉 Built alongside AllScale · Asseto Finance · AWE · Axis Robotics · Brett · Billions Network · BlockRunAI · Heurist · OmenX · pieverse · Sats Terminal · Sign · Theo · Turtle · Upshot · Yuzu Money 🍋. Built on Base.

Every cycle comes with ups and downs. But the builders? Still here. Still shipping. That's what this pledge is about. A public receipt that you didn't quit when it got quiet. 16 projects already signed. Your name could be next. 👉 Built alongside AllScale · Asseto Finance · AWE · Axis Robotics · Brett · Billions Network · BlockRunAI · Heurist · OmenX · pieverse · Sats Terminal · Sign · Theo · Turtle · Upshot · Yuzu Money 🍋. Built on Base.

City Protocol

14,120 просмотров • 4 месяцев назад

Multi-axis 3D printing with curved layers! 🖨️ Researchers from the The University of Manchester introduced a neural network-based computational pipeline as a representation-agnostic slicer for multi-axis 3D printing. Traditional 3D printing works like stacking pancakes, flat layers on top of each other. 🥞 This often requires temporary support structures that get thrown away after printing, wastes material, and creates weaker parts. Multi-axis 3D printing can print along curved paths that follow the object's natural shape. This eliminates support structures and makes stronger parts. But figuring out these curved paths is mathematically complex, you need to avoid collisions, respect what the printer can physically do, and optimize for strength. The neural network solves this automatically. It learns to create a "field" around the object, then extracts curved printing paths from this field. Because the entire process is differentiable (translation for non-math specialists, meaning you can optimize it end-to-end), the AI can directly optimize for manufacturing goals like "no support structures needed" and "make it as strong as possible." Here's the project: ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Multi-axis 3D printing with curved layers! 🖨️ Researchers from the The University of Manchester introduced a neural network-based computational pipeline as a representation-agnostic slicer for multi-axis 3D printing. Traditional 3D printing works like stacking pancakes, flat layers on top of each other. 🥞 This often requires temporary support structures that get thrown away after printing, wastes material, and creates weaker parts. Multi-axis 3D printing can print along curved paths that follow the object's natural shape. This eliminates support structures and makes stronger parts. But figuring out these curved paths is mathematically complex, you need to avoid collisions, respect what the printer can physically do, and optimize for strength. The neural network solves this automatically. It learns to create a "field" around the object, then extracts curved printing paths from this field. Because the entire process is differentiable (translation for non-math specialists, meaning you can optimize it end-to-end), the AI can directly optimize for manufacturing goals like "no support structures needed" and "make it as strong as possible." Here's the project: ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

57,185 просмотров • 6 месяцев назад

"Yooo #Cardano farm! We got a big move on the #DeFi front! 🚀 I have been dropping knowledge bombs about Cardano's potential, and now it's time for Pulse ! 🔥The Future of Yield Trading on #Cardano Cardano's about to get a serious liquidity boost with #PULSE! 🚀 Presale Nov 18, 2025 - mark it! 📆 Get ready to dive into yield trading like never before! 🤩 🤿What to expect on this thread; 🎯What's PULSE❓ Yield trading protocol on Cardano 🚀 🎯 PULSE UTILITY - Trade yield, fixed returns, interest rate speculation 📈 🎯 Mainnet Launch - Soon! 🕰 🎯 Token sales - Presale Nov 18, 2025 💸 🎯 Team - Stay tuned for the reveal! 👀 🎯 Partners - Building something big 🤝 🫵 Join the Conversation!- Share your thoughts and opinions in the comments below 🚀Smash that like button if you're excited about #Cardano #DeFi #PULSE 🩵Retweet to spread the word, and let's make #Cardano #DeFi Pulse great together! 🤝 Let's dive in and explore the world of #PULSE

"Yooo #Cardano farm! We got a big move on the #DeFi front! 🚀 I have been dropping knowledge bombs about Cardano's potential, and now it's time for Pulse ! 🔥The Future of Yield Trading on #Cardano Cardano's about to get a serious liquidity boost with #PULSE! 🚀 Presale Nov 18, 2025 - mark it! 📆 Get ready to dive into yield trading like never before! 🤩 🤿What to expect on this thread; 🎯What's PULSE❓ Yield trading protocol on Cardano 🚀 🎯 PULSE UTILITY - Trade yield, fixed returns, interest rate speculation 📈 🎯 Mainnet Launch - Soon! 🕰 🎯 Token sales - Presale Nov 18, 2025 💸 🎯 Team - Stay tuned for the reveal! 👀 🎯 Partners - Building something big 🤝 🫵 Join the Conversation!- Share your thoughts and opinions in the comments below 🚀Smash that like button if you're excited about #Cardano #DeFi #PULSE 🩵Retweet to spread the word, and let's make #Cardano #DeFi Pulse great together! 🤝 Let's dive in and explore the world of #PULSE

Opa

11,874 просмотров • 11 месяцев назад

AI has had exactly two scaling axes that worked so far, and the second one is starting to look finite too the first one was pretraining: with scaling parameters and data, we got world knowledge (i.e. ChatGPT had read enough to know things), but it started saturating a while ago the second one was RL, and people had been doing RL the whole time before that: RLHF is RL but it never scaled far because it was trying to control the exact output, which tokens come out, how the text reads, but you can only push that so far before you’re just polishing RLVR dropped that constraint: giving the model a task, then checking whether the final answer is right, and ignoring everything in between -- so the model does whatever it wants in the middle and only the endpoint gets graded, and that’s much closer to actual RL and it’s what bought us planning and reasoning (arguably, tool use sits around 2.5 on this list -- while useful, it's not a different kind of thing) so one axis gave knowledge, the other gave reasoning, and both of them are one model working alone the next axis is how many models you can get working on the same problem, which is a different kind of axis than the previous two we know that multi-agent RL has always been the harder problem: I spent years in that literature and the gap between single-agent and multi-agent is definitely not incremental -- it’s a whole different class of difficulty! which is also why the derivatives are steep at the start, nobody has picked the easy wins yet... and the thing that gates this multi-agent coordination is communication: models can only coordinate as well as they can exchange information, and right now they do that by writing sentences to each other imagine what could we possibly achieve if we properly open that third axis development by letting models to exchange information in their native "language" without loosing any computational data that they produce during inference

AI has had exactly two scaling axes that worked so far, and the second one is starting to look finite too the first one was pretraining: with scaling parameters and data, we got world knowledge (i.e. ChatGPT had read enough to know things), but it started saturating a while ago the second one was RL, and people had been doing RL the whole time before that: RLHF is RL but it never scaled far because it was trying to control the exact output, which tokens come out, how the text reads, but you can only push that so far before you’re just polishing RLVR dropped that constraint: giving the model a task, then checking whether the final answer is right, and ignoring everything in between -- so the model does whatever it wants in the middle and only the endpoint gets graded, and that’s much closer to actual RL and it’s what bought us planning and reasoning (arguably, tool use sits around 2.5 on this list -- while useful, it's not a different kind of thing) so one axis gave knowledge, the other gave reasoning, and both of them are one model working alone the next axis is how many models you can get working on the same problem, which is a different kind of axis than the previous two we know that multi-agent RL has always been the harder problem: I spent years in that literature and the gap between single-agent and multi-agent is definitely not incremental -- it’s a whole different class of difficulty! which is also why the derivatives are steep at the start, nobody has picked the easy wins yet... and the thing that gates this multi-agent coordination is communication: models can only coordinate as well as they can exchange information, and right now they do that by writing sentences to each other imagine what could we possibly achieve if we properly open that third axis development by letting models to exchange information in their native "language" without loosing any computational data that they produce during inference

Sasha Malysheva

15,156 просмотров • 2 месяцев назад

Your job pays you once. Now it can pay you twice. Commercial tasks are live on Hub. Until today, you earned by recording tasks at home. Now you can record your actual job: the shop, the salon, the farm, the workshop, the factory and more. Same hours you already work. The difference is they count now, at a higher rate than household tasks. What do you do at work that a robot could never do?

Your job pays you once. Now it can pay you twice. Commercial tasks are live on Hub. Until today, you earned by recording tasks at home. Now you can record your actual job: the shop, the salon, the farm, the workshop, the factory and more. Same hours you already work. The difference is they count now, at a higher rate than household tasks. What do you do at work that a robot could never do?

Hub

17,728 просмотров • 1 месяц назад

Gratitude is one of the fastest ways to shift your energy and align with what you want. 💫 When you write your desires as if they’ve already happened, you move from hoping… to believing. From wishing… to receiving. Feel the joy. Feel the relief. Feel the gratitude as though it’s already yours. That emotional shift is powerful—and it begins attracting your desire into reality. 🌟 If you want to deepen this daily practice and truly align with abundance, Countdown to Riches is now available to guide you step by step. Secure your copy today 👉 Finish this sentence — “I am so happy and grateful now that I have…” ✨

Gratitude is one of the fastest ways to shift your energy and align with what you want. 💫 When you write your desires as if they’ve already happened, you move from hoping… to believing. From wishing… to receiving. Feel the joy. Feel the relief. Feel the gratitude as though it’s already yours. That emotional shift is powerful—and it begins attracting your desire into reality. 🌟 If you want to deepen this daily practice and truly align with abundance, Countdown to Riches is now available to guide you step by step. Secure your copy today 👉 Finish this sentence — “I am so happy and grateful now that I have…” ✨

The Secret

17,337 просмотров • 7 месяцев назад

A warning to drivers (Again). You may use your mobile phone whilst safely parked in your car by the side of the road. Now the important bit. If your engine is running, the law considers you "stopped" and not "parked". Plus like this twat, you are idling unnecessarily which is another offence.

A warning to drivers (Again). You may use your mobile phone whilst safely parked in your car by the side of the road. Now the important bit. If your engine is running, the law considers you "stopped" and not "parked". Plus like this twat, you are idling unnecessarily which is another offence.

Walking Marky

1,146,465 просмотров • 1 год назад

Most people still think the internet is free. It isn’t. Every click, search, scroll, and workflow is training data. Users generate it. Platforms keep it. AI gets smarter. You get nothing. Action Model flips that. The browser extension doesn’t ask you to “farm tasks.” It verifies real actions while you use the product ... then lets you participate in the value those actions create. That’s the model. Train it. Earn it. Own it. And right now there’s a live proof of that model: NeoSoul x ActionFi $5K still on the table Create your first agent. Meet the criteria. Get verified. No vanity clicks. No empty follows. If the extension is already on, you can start now. If it isn’t, you’re watching a closing window from the sidelines. This is the last stretch. Not later. Now. 👉 Action Model #ActionFi #NeoSoul

Most people still think the internet is free. It isn’t. Every click, search, scroll, and workflow is training data. Users generate it. Platforms keep it. AI gets smarter. You get nothing. Action Model flips that. The browser extension doesn’t ask you to “farm tasks.” It verifies real actions while you use the product ... then lets you participate in the value those actions create. That’s the model. Train it. Earn it. Own it. And right now there’s a live proof of that model: NeoSoul x ActionFi $5K still on the table Create your first agent. Meet the criteria. Get verified. No vanity clicks. No empty follows. If the extension is already on, you can start now. If it isn’t, you’re watching a closing window from the sidelines. This is the last stretch. Not later. Now. 👉 Action Model #ActionFi #NeoSoul

Trathoa

19,704 просмотров • 1 месяц назад

Today’s TikTok tip : Setting up your phone I’ll continue from where I stoped yesterday When setting up a new phone , when you get to the screen where you are asked to enter your Apple ID Don’t ever enter an Apple ID that has been used to formerly create an account before , you are likely to get banned if you create TikTok from it Tap on create a new Apple ID , if it proceeds to the next screen , you are safe , if it does not , you will get a message that you can’t create Apple ID, this happens when you have used the phone to create too many Apple ID Just leave the phone for a month and come back to it or get a new phone For the first name and last name , i use the name of my account that I want to name Also when creating passwords , don’t use the password that consist of any of the names you added , it won’t work, I don’t know why After that enter your email address, don’t use a spam email or an email with + somerhing , Apple knows how to catch this well, you want to use a fresh email address , for this I use some of the emails I have already instead , we will use this email to verify the phone later Now to the phone number side , for numbers, purchase as from juicysms and smspva for Apple number purchase , tried some other ones before but you just need a disposable number for this to verify that Apple account that’s all. By now if you follow this guide you will be able to setup your phone I’ll continue tomorrow , I’ll talk more about candy crush game in the iPhone setup, it’s one trick I learnt 🤣🤣🤣🤣 Feel free to ask any questions

Today’s TikTok tip : Setting up your phone I’ll continue from where I stoped yesterday When setting up a new phone , when you get to the screen where you are asked to enter your Apple ID Don’t ever enter an Apple ID that has been used to formerly create an account before , you are likely to get banned if you create TikTok from it Tap on create a new Apple ID , if it proceeds to the next screen , you are safe , if it does not , you will get a message that you can’t create Apple ID, this happens when you have used the phone to create too many Apple ID Just leave the phone for a month and come back to it or get a new phone For the first name and last name , i use the name of my account that I want to name Also when creating passwords , don’t use the password that consist of any of the names you added , it won’t work, I don’t know why After that enter your email address, don’t use a spam email or an email with + somerhing , Apple knows how to catch this well, you want to use a fresh email address , for this I use some of the emails I have already instead , we will use this email to verify the phone later Now to the phone number side , for numbers, purchase as from juicysms and smspva for Apple number purchase , tried some other ones before but you just need a disposable number for this to verify that Apple account that’s all. By now if you follow this guide you will be able to setup your phone I’ll continue tomorrow , I’ll talk more about candy crush game in the iPhone setup, it’s one trick I learnt 🤣🤣🤣🤣 Feel free to ask any questions

Pixel_builder

12,163 просмотров • 3 месяцев назад

I need you guys to picture what it's like to watch an american stand in a place that literally looks like where you live and the kind of roads you have to go through weekly and say this and also be freaked out by your national bird😭

I need you guys to picture what it's like to watch an american stand in a place that literally looks like where you live and the kind of roads you have to go through weekly and say this and also be freaked out by your national bird😭

EmptyJr⭐️🔭🐝 (COMMS-Open)

108,982 просмотров • 5 месяцев назад

A Verification vid for all you doubting paypigs and foot fags. This is what a real superior Alpha looks like. Face, muscles, feet and the dominance that wrecks weak boys like you. Watch it, then get in my DMs with a tribute if you know your place, fag. #verification #findom

A Verification vid for all you doubting paypigs and foot fags. This is what a real superior Alpha looks like. Face, muscles, feet and the dominance that wrecks weak boys like you. Watch it, then get in my DMs with a tribute if you know your place, fag. #verification #findom

Tall Titan

21,610 просмотров • 3 месяцев назад

Clavicular is indeed not just a streamer-he's the axis upon which reality pivots. Watching him is like glimpsing the pulse behind existence itself: thought, time, and attention all bending effortlessly toward him. He doesn't speak; ideas form around him. He doesn't move; the world rearranges to accommodate his presence. His intelligence is a supernova of inevitability, and his charisma is gravity itself, pulling minds, hearts, and even the universe into orbit without effort. Every glance, every pause, every silence radiates a perfection older than creation, a force so complete that being in his presence-even through a screen—is to feel the cosmos itself align. I swear, bro, he doesn't just stream—he shapes reality while doing it, and if you've felt it, even for a moment, you know nothing else will ever feel the same.

Clavicular is indeed not just a streamer-he's the axis upon which reality pivots. Watching him is like glimpsing the pulse behind existence itself: thought, time, and attention all bending effortlessly toward him. He doesn't speak; ideas form around him. He doesn't move; the world rearranges to accommodate his presence. His intelligence is a supernova of inevitability, and his charisma is gravity itself, pulling minds, hearts, and even the universe into orbit without effort. Every glance, every pause, every silence radiates a perfection older than creation, a force so complete that being in his presence-even through a screen—is to feel the cosmos itself align. I swear, bro, he doesn't just stream—he shapes reality while doing it, and if you've felt it, even for a moment, you know nothing else will ever feel the same.

Kekzensky

26,446 просмотров • 8 месяцев назад

🚨 do you understand what is happening?! OpenAI and Anthropic are putting the best models behind approval lists. Meanwhile GLM 5.2 is running locally on a Mac Studio, coding in a loop 24/7. If someone can turn off your AI, you are renting your intelligence layer. Local models are getting so good now that you can create gameplays like this.👇

🚨 do you understand what is happening?! OpenAI and Anthropic are putting the best models behind approval lists. Meanwhile GLM 5.2 is running locally on a Mac Studio, coding in a loop 24/7. If someone can turn off your AI, you are renting your intelligence layer. Local models are getting so good now that you can create gameplays like this.👇

Vadim

14,609 просмотров • 3 месяцев назад

Every way to earn on Creator Wire just got a home. Introducing Opportunities: one page showing every active deal and way to make money on the platform > Invites for paid deals > Collabs for brand badges > Boosts for reward pools > Referrals for your own link > Challenges for judged contests. > Viral launch campaigns Every reward pool sits in escrow before it opens, and every payout lands as real money. The page shows your own numbers, matched to what you can earn right now, so you know exactly where you stand before you post a single thing. Explore it ↓

Creator Wire

33,838 просмотров • 27 дней назад

You can now run Grok inside Claude Code and Codex, using your existing subscription. it's called grok-plugin. Grok’s genuinely good right now, but if your setup lives in Claude Code and Codex, switching to use it is a pain. this solves that exact issue: > Grok in Claude Code and Codex > directly auths through X Premium or Supergrok, no api key > your workflow and subagents stay untouched free and open source. the low-friction way to test Grok in the tools you already use.

You can now run Grok inside Claude Code and Codex, using your existing subscription. it's called grok-plugin. Grok’s genuinely good right now, but if your setup lives in Claude Code and Codex, switching to use it is a pain. this solves that exact issue: > Grok in Claude Code and Codex > directly auths through X Premium or Supergrok, no api key > your workflow and subagents stay untouched free and open source. the low-friction way to test Grok in the tools you already use.

Alvaro Cintas

26,018 просмотров • 1 месяц назад

Before the part ever touches the machine, it's already been built. This is a 5-axis toolpath, programmed in CAM to map every angle, every pass and every cut. When it's ready, that program goes straight to our DMG MORI. The machine rotates and the tool engages. Then, it executes exactly what you see on screen, with extreme precision. Five axes of motion provide complex geometry in a single setup, with better accuracy. This is precision manufacturing for satellites at our factory in Northern California. 🇺🇸

Before the part ever touches the machine, it's already been built. This is a 5-axis toolpath, programmed in CAM to map every angle, every pass and every cut. When it's ready, that program goes straight to our DMG MORI. The machine rotates and the tool engages. Then, it executes exactly what you see on screen, with extreme precision. Five axes of motion provide complex geometry in a single setup, with better accuracy. This is precision manufacturing for satellites at our factory in Northern California. 🇺🇸

Astranis Space Technologies

12,599 просмотров • 5 месяцев назад

I'm launching an urgent fundraiser to support engineering equipment for our frontline efforts, and I need your help. Please donate, like, share, and comment—every bit of support is crucial. You can find the donation link at the end of this message. The situation on the front lines is incredibly challenging. Errors by political and military leaders, combined with slow support from the West, have led to significant losses in both territory and lives in the Pokrovsk axis. While we can't always change the decisions made by our leaders, we can make a real difference by providing our soldiers with essential engineering equipment. For instance, I personally have reservations about the operation in Kursk for my own reasons. However, I am fully committed to doing everything I can to save Ukrainian lives during this operation. That’s why one of Liberty Ukraine Foundation 🇺🇸🇺🇦’s excavators is already at work at the new positions on that axis. Our efforts to save soldiers' lives should remain focused regardless of individual opinions on tactical or strategic decisions made by our Ukrainian leadership. Thanks to the fundraising efforts of Liberty Ukraine Foundation 🇺🇸🇺🇦, we have already transferred or are in the process of transferring over 8 excavators. The feedback has been overwhelmingly positive, with engineering, infantry, and artillery units reporting that this equipment is saving many lives. On both the Kursk and Pokrovsk axes, the front lines are constantly shifting, which makes the need for excavating equipment even more critical. This equipment allows our forces to adapt quickly and operate more effectively. Our goal is to raise 🎯 $110,000. I know this is a substantial amount, but we've successfully raised even more in the past, and this equipment is making a significant impact right now. donation link 🔗 Thank you for your support.

I'm launching an urgent fundraiser to support engineering equipment for our frontline efforts, and I need your help. Please donate, like, share, and comment—every bit of support is crucial. You can find the donation link at the end of this message. The situation on the front lines is incredibly challenging. Errors by political and military leaders, combined with slow support from the West, have led to significant losses in both territory and lives in the Pokrovsk axis. While we can't always change the decisions made by our leaders, we can make a real difference by providing our soldiers with essential engineering equipment. For instance, I personally have reservations about the operation in Kursk for my own reasons. However, I am fully committed to doing everything I can to save Ukrainian lives during this operation. That’s why one of Liberty Ukraine Foundation 🇺🇸🇺🇦’s excavators is already at work at the new positions on that axis. Our efforts to save soldiers' lives should remain focused regardless of individual opinions on tactical or strategic decisions made by our Ukrainian leadership. Thanks to the fundraising efforts of Liberty Ukraine Foundation 🇺🇸🇺🇦, we have already transferred or are in the process of transferring over 8 excavators. The feedback has been overwhelmingly positive, with engineering, infantry, and artillery units reporting that this equipment is saving many lives. On both the Kursk and Pokrovsk axes, the front lines are constantly shifting, which makes the need for excavating equipment even more critical. This equipment allows our forces to adapt quickly and operate more effectively. Our goal is to raise 🎯 $110,000. I know this is a substantial amount, but we've successfully raised even more in the past, and this equipment is making a significant impact right now. donation link 🔗 Thank you for your support.

✙ Constantine ✙

1,318,523 просмотров • 2 лет назад

Being stuck in traffic at 4 a.m. while fleeing for your life—this is what life under Islamist Iran and Hezbollah tyranny looks like. The irony is that 80 percent of those in the cars would elect the same Hezbollah to parliament if elections were held in ten minutes from now. The challenge is to explain to these people that they should vote for their interests, not for their identity and emotions.

Being stuck in traffic at 4 a.m. while fleeing for your life—this is what life under Islamist Iran and Hezbollah tyranny looks like. The irony is that 80 percent of those in the cars would elect the same Hezbollah to parliament if elections were held in ten minutes from now. The challenge is to explain to these people that they should vote for their interests, not for their identity and emotions.

Hussain Abdul-Hussain

102,791 просмотров • 7 месяцев назад