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.

🔥 𝗦𝘂𝗶’𝘀 𝘀𝗽𝗲𝗲𝗱 + 𝗪𝗮𝗹𝗿𝘂𝘀’𝘀 𝗰𝗵𝗼𝗻𝗸 = 𝗨𝗡𝗦𝗧𝗢𝗣𝗣𝗔𝗕𝗟𝗘. Pictor Network glues it with GPU fire. 🚀Move-powered compute logs. Censorship-proof blobs. Compute DePIN is unleashed. 🚀 Sui Walrus: Pictor is cooking. You in? 👉 Explore the details below! 👇 #Pictor #Sui #Walrus #DePIN

Pictor Network

9,536 subscribers

15,575 views • 1 year ago •via X (Twitter)

Gaming Science & Technology

Anya Rossi• Live Now

Private livecam show

0 Comments

No comments available

Comments from the original post will appear here

Related Videos

🚀 From smartphones to servers, each connected node fuels the AI of tomorrow. 💡 In this new era, compute is the new oil and Hyra AI is building the pipeline with a decentralized network where your idle devices become powerful engines for AI. Explore more 👉

🚀 From smartphones to servers, each connected node fuels the AI of tomorrow. 💡 In this new era, compute is the new oil and Hyra AI is building the pipeline with a decentralized network where your idle devices become powerful engines for AI. Explore more 👉

Hyra AI

12,535 views • 1 year ago

What if the cloud wasn’t owned by Big Tech? ☁️🔓 DePIN is one of the defining narratives of this cycle, and Acurast is pushing it forward by turning everyday smartphones into a decentralised, secure global compute network. We’ve removed the friction so anyone can access $ACU. No bridges. No gas headaches. No complexity. Your gateway to Acurast: 💰 Buy with 15 fiat currencies (inc. GBP, EUR, USD AED & CHF) 💳 Apple Pay & Google Pay supported 🔀 Swap from 400+ crypto assets via our Meta-Exchange for the best available market price in just one tap. One app. One tap. Question for the DePIN community 👇 Is decentralised compute finally ready for the mainstream?

What if the cloud wasn’t owned by Big Tech? ☁️🔓 DePIN is one of the defining narratives of this cycle, and Acurast is pushing it forward by turning everyday smartphones into a decentralised, secure global compute network. We’ve removed the friction so anyone can access $ACU. No bridges. No gas headaches. No complexity. Your gateway to Acurast: 💰 Buy with 15 fiat currencies (inc. GBP, EUR, USD AED & CHF) 💳 Apple Pay & Google Pay supported 🔀 Swap from 400+ crypto assets via our Meta-Exchange for the best available market price in just one tap. One app. One tap. Question for the DePIN community 👇 Is decentralised compute finally ready for the mainstream?

SwissBorg

22,613 views • 7 months ago

🤡Exciting Partnership Announcement! 🤡 🔥SeaPAD 🤝DAO maker🔥 SeaPAD is excited to announce its partnership with DAO Maker , the largest launchpad in the web3 world! We're thrilled to share that SeaPAD will be conducting an #SHO campaign on Daomaker! 🚀 The best part? You don't need to hold $USDT in your wallet to participate in the #SHO! Everyone can join and take advantage of this opportunity! 🌟 And it gets even better! All participants in the #SHO will receive an airdrop of $SPT tokens! Don't miss out on this chance to ride the waves of the crypto world with SeaPAD and Daomaker! 🌊💰 Get ready to go to the Moon together 🚀 🚀 🌔🔥 🔥Vote Link: 👇👇👇 #SeaPAD #Daomaker #SHO #CryptoWorld #Sui

🤡Exciting Partnership Announcement! 🤡 🔥SeaPAD 🤝DAO maker🔥 SeaPAD is excited to announce its partnership with DAO Maker , the largest launchpad in the web3 world! We're thrilled to share that SeaPAD will be conducting an #SHO campaign on Daomaker! 🚀 The best part? You don't need to hold $USDT in your wallet to participate in the #SHO! Everyone can join and take advantage of this opportunity! 🌟 And it gets even better! All participants in the #SHO will receive an airdrop of $SPT tokens! Don't miss out on this chance to ride the waves of the crypto world with SeaPAD and Daomaker! 🌊💰 Get ready to go to the Moon together 🚀 🚀 🌔🔥 🔥Vote Link: 👇👇👇 #SeaPAD #Daomaker #SHO #CryptoWorld #Sui

SeaFi

330,694 views • 3 years ago

🚨🌐 BREAKING NEWS! 🌐🚨 The decentralized Meme World Game you’ve been waiting for is LIVE! 🎮🚀 Animara just launched its official DApp, set to revolutionize the Web3 gaming space! 😱🔥 🌟 Immerse yourself in a meme-powered metaverse where you can play, explore, and earn through true digital ownership! 💰🖥️✨ DON’T MISS OUT! 🔥💥 Enter the decentralized meme universe NOW and begin your quest for ownership and rewards! 🏆🌍🎯 Link in the first comment below.👇 👇 #Animara #Web3Gaming #PlayToEarn #NFT #ANI #Metaverse #MemeWorld #DAppLaunch #Solana #SolanaProjects

🚨🌐 BREAKING NEWS! 🌐🚨 The decentralized Meme World Game you’ve been waiting for is LIVE! 🎮🚀 Animara just launched its official DApp, set to revolutionize the Web3 gaming space! 😱🔥 🌟 Immerse yourself in a meme-powered metaverse where you can play, explore, and earn through true digital ownership! 💰🖥️✨ DON’T MISS OUT! 🔥💥 Enter the decentralized meme universe NOW and begin your quest for ownership and rewards! 🏆🌍🎯 Link in the first comment below.👇 👇 #Animara #Web3Gaming #PlayToEarn #NFT #ANI #Metaverse #MemeWorld #DAppLaunch #Solana #SolanaProjects

Animara

34,495 views • 1 year ago

$Machine Tokenization is HERE 🔥 Introducing the world's first Machine Real-World Asset (#RWA) Tokenization platform, by Teneo, powered by peaq 🌎 Up until now, real-world apps (#DePINs) have been limited by hardware costs. Individuals can often afford WiFi routers or smartphones, but fleets of vehicles or wind turbines? There's no way to build a Decentralized Physical Infrastructure Network (#DePIN) which revolves around such large and expensive hardware... Or is there? 🤨 Enter the Machine Tokenization Platform⚡️ The platform exists to lower the barrier to entry for communities to build virtually any #DePIN. Imagine being able to fund, own, and earn from fleets of autonomous cars or robots, vertical robo-farms, ferry boats, #VTOLs... The possibilities are endless, and this era starts now. Tokenized Teslas ✅ ELOOP has already successfully tokenized a fleet of Teslas for a car-sharing pilot project in Vienna 🇦🇹 which saw the community earn revenue as the Teslas were used. Check out these videos 🎞️ Web3 Tesla-Sharing: You drive, everyone earns: Same, but better. | Web3 Car-Sharing Demo by ELOOP & peaq: With the success of this initiative showcasing the soundness of the underlying model, ELOOP is now building a Machine RWA tokenization platform on peaq to replicate this approach at scale 📈 DePIN Layer-1 Synergies 🧲 Existing and prospective DePINs can leverage the Machine Tokenization platform to lower the barrier to hardware adoption for their users, enabling all kinds of new DePIN use cases on peaq 🦾 A range of Web2 and Web3 projects are already exploring pilot projects on the platform, including Dabba Network 🟨, a connectivity DePIN working to deliver Web access to the unconnected. Already testing on krest 🔥 ELOOP is already testing the platform on krest, peaq’s canary network, and plans to launch it on the peaq mainnet, which will go live this year. “We’re excited to move beyond tokenizing Teslas and offer this exciting, proven model to businesses and communities. Machine RWA tokenization opens up a new era of fractional ownership and participation in the value generated by machines, and we are happy to be chartering this path forward with peaq.” - Nico Prugger, co-founder, ELOOP Read all about it:$

Machine Tokenization is HERE 🔥 Introducing the world's first Machine Real-World Asset (#RWA) Tokenization platform, by Teneo, powered by peaq 🌎 Up until now, real-world apps (#DePINs) have been limited by hardware costs. Individuals can often afford WiFi routers or smartphones, but fleets of vehicles or wind turbines? There's no way to build a Decentralized Physical Infrastructure Network (#DePIN) which revolves around such large and expensive hardware... Or is there? 🤨 Enter the Machine Tokenization Platform⚡️ The platform exists to lower the barrier to entry for communities to build virtually any #DePIN. Imagine being able to fund, own, and earn from fleets of autonomous cars or robots, vertical robo-farms, ferry boats, #VTOLs... The possibilities are endless, and this era starts now. Tokenized Teslas ✅ ELOOP has already successfully tokenized a fleet of Teslas for a car-sharing pilot project in Vienna 🇦🇹 which saw the community earn revenue as the Teslas were used. Check out these videos 🎞️ Web3 Tesla-Sharing: You drive, everyone earns: Same, but better. | Web3 Car-Sharing Demo by ELOOP & peaq: With the success of this initiative showcasing the soundness of the underlying model, ELOOP is now building a Machine RWA tokenization platform on peaq to replicate this approach at scale 📈 DePIN Layer-1 Synergies 🧲 Existing and prospective DePINs can leverage the Machine Tokenization platform to lower the barrier to hardware adoption for their users, enabling all kinds of new DePIN use cases on peaq 🦾 A range of Web2 and Web3 projects are already exploring pilot projects on the platform, including Dabba Network 🟨, a connectivity DePIN working to deliver Web access to the unconnected. Already testing on krest 🔥 ELOOP is already testing the platform on krest, peaq’s canary network, and plans to launch it on the peaq mainnet, which will go live this year. “We’re excited to move beyond tokenizing Teslas and offer this exciting, proven model to businesses and communities. Machine RWA tokenization opens up a new era of fractional ownership and participation in the value generated by machines, and we are happy to be chartering this path forward with peaq.” - Nico Prugger, co-founder, ELOOP Read all about it:

peaq

115,311 views • 2 years ago

🚀 Over 7,748,351 $NAVI deep staked—Big things are coming. Your trust is the foundation of our commitment.🔥 Ready to Earn? Here’s how you can stake $NAVI from your wallet and start racking up BIG rewards in just 6 quick clicks: 👇 🔹 Open your wallet. 🔹 Open the browser and type: 🔹 Connect your wallet and go to the STAKE V2 option. 🔹 Select your preferred APY. 🔹 Input the amount of $NAVI you want to stake and confirm the spending approval. Next! 🔹 Hit stake and confirm the $NAVI spending, and you’re done! Stake early, earn BIG—the sooner you stake, the bigger your rewards. Why wait? 🚀 Whether you're a driver or crypto pro, $NAVI is your ticket to passive income. 💬 Got questions? Drop them below! Your thoughts matter to us—we're here to help. Let’s build the future together! 📲 #NAVI #DePIN

🚀 Over 7,748,351 $NAVI deep staked—Big things are coming. Your trust is the foundation of our commitment.🔥 Ready to Earn? Here’s how you can stake $NAVI from your wallet and start racking up BIG rewards in just 6 quick clicks: 👇 🔹 Open your wallet. 🔹 Open the browser and type: 🔹 Connect your wallet and go to the STAKE V2 option. 🔹 Select your preferred APY. 🔹 Input the amount of $NAVI you want to stake and confirm the spending approval. Next! 🔹 Hit stake and confirm the $NAVI spending, and you’re done! Stake early, earn BIG—the sooner you stake, the bigger your rewards. Why wait? 🚀 Whether you're a driver or crypto pro, $NAVI is your ticket to passive income. 💬 Got questions? Drop them below! Your thoughts matter to us—we're here to help. Let’s build the future together! 📲 #NAVI #DePIN

ATLAS NAVI | AI Navigation APP with 1M Downloads

515,518 views • 1 year ago

Kudos to our newest champ! I’ve just dropped $3,000 into one fortunate follower’s wallet 💸 (See the payment proof and winner video below 🎥👇) ✅ $3,000 GIVEAWAY ✅ How to jump in: 🔹 Follow me 🔹 Hit like on this post 🔹 Retweet it 🔹 Comment with your wallet address Your moment starts now… and this prize pool is massive! 🚀 One person will walk away with the whole $3,000! Who’s feeling lucky? 💰🔥 #Crypto #Giveaway #Airdrop #Solana #Web3 #Bitcoin #USDT #gifting #EarnCrypto

Sensitive content

Kudos to our newest champ! I’ve just dropped $3,000 into one fortunate follower’s wallet 💸 (See the payment proof and winner video below 🎥👇) ✅ $3,000 GIVEAWAY ✅ How to jump in: 🔹 Follow me 🔹 Hit like on this post 🔹 Retweet it 🔹 Comment with your wallet address Your moment starts now… and this prize pool is massive! 🚀 One person will walk away with the whole $3,000! Who’s feeling lucky? 💰🔥 #Crypto #Giveaway #Airdrop #Solana #Web3 #Bitcoin #USDT #gifting #EarnCrypto

Ali Hasani

17,667 views • 1 year ago

🚀Walkers, the moment you’ve been waiting for is here!🚀 Area 6545, our new #hub has finally dropped! Head here to check it out 👉 Find all the features listed under in #Area6545 !👇 ⏳Staking is now gas-less with improved UI allowing you to see how long you have until the next rewards are in, rewards being set on releasing every 24h! 🧪Now you can view the amount of ooze you can earn, and how much is pending. 🤩Area 6545, features viewing and naming your #WalkerWorld assets. If you rename your Walker, it will also show up on #OpenSea ! 🧙‍♂You will be able to download all media, including GIFs that can be used as a #PFP on Discord! 🎁Check how much #ooze you already have and what valuable gifts you can exchange it for in the #store ! Give us your feedback & suggestions in the comments! 🔥 #staking #NFTs #NFTCommunity #NFTcollectors #blockchaingaming #Web3

🚀Walkers, the moment you’ve been waiting for is here!🚀 Area 6545, our new #hub has finally dropped! Head here to check it out 👉 Find all the features listed under in #Area6545 !👇 ⏳Staking is now gas-less with improved UI allowing you to see how long you have until the next rewards are in, rewards being set on releasing every 24h! 🧪Now you can view the amount of ooze you can earn, and how much is pending. 🤩Area 6545, features viewing and naming your #WalkerWorld assets. If you rename your Walker, it will also show up on #OpenSea ! 🧙‍♂You will be able to download all media, including GIFs that can be used as a #PFP on Discord! 🎁Check how much #ooze you already have and what valuable gifts you can exchange it for in the #store ! Give us your feedback & suggestions in the comments! 🔥 #staking #NFTs #NFTCommunity #NFTcollectors #blockchaingaming #Web3

Walker World ( 🔜👽🥩 )

12,343 views • 2 years ago

🎉 Kudos to our newest champ! I’ve just dropped $3,000 into one fortunate follower’s wallet 💸 (See the payment proof and winner video below 🎥👇) ✅ $3,000 GIVEAWAY ✅ How to jump in: 🔹 Follow me 🔹 Hit like on this post 🔹 Retweet it 🔹 Comment with your wallet address Your moment starts now… and this prize pool is massive! 🚀 One person will walk away with the whole $3,000! Who’s ready to test their luck? 💰🔥 #Crypto #Giveaway #Airdrop #Solana #Web3 #Bitcoin #USDT #gifting #EarnCrypto #BTCUSDT

🎉 Kudos to our newest champ! I’ve just dropped $3,000 into one fortunate follower’s wallet 💸 (See the payment proof and winner video below 🎥👇) ✅ $3,000 GIVEAWAY ✅ How to jump in: 🔹 Follow me 🔹 Hit like on this post 🔹 Retweet it 🔹 Comment with your wallet address Your moment starts now… and this prize pool is massive! 🚀 One person will walk away with the whole $3,000! Who’s ready to test their luck? 💰🔥 #Crypto #Giveaway #Airdrop #Solana #Web3 #Bitcoin #USDT #gifting #EarnCrypto #BTCUSDT

Ali Hasani

20,449 views • 1 year ago

Free NVIDIA GPU with 16 GB VRAM GPU for Running Local LLMs! If you want to master local LLMs but you're waiting until you can afford a $1,500 GPU, you're honestly not going to make it. The open source AI ecosystem is moving way too fast for you to wait on your budget to catch up. Especially when you can build a bleeding edge inference engine from scratch right now, completely for free. You don't need a heavy local rig to start. Google is literally letting you use an enterprise grade NVIDIA Tesla T4 GPU for $0/hour. At standard cloud computing rates (~$0.20/hr), Google Colab’s 4 hour daily free tier hands you roughly $24 worth of data center tier GPU compute every single month. And most people just waste it. Let’s talk about the hardware you get access to for free. The NVIDIA Tesla T4 is an absolute workhorse: - Architecture: NVIDIA Turing (TU104) - VRAM: 16GB GDDR6 (320 GB/s bandwidth) - Compute: 320 Tensor Cores | 2560 CUDA Cores - Performance: 130 TOPS INT8 | 8.1 TFLOPS FP32 - Power: Sipping energy at a max 70W TDP This is the exact same hardware I used to run DeepMind's Gemma 4 26B A4B QAT MoE at a 250,000 context window without a single Out Of Memory (OOM) crash. If you have a web browser and 10 minutes, you have everything you need. I’ve put together a fully documented, cell by cell Google Colab notebook that teaches you exactly how to do this. Here is what the notebook actually teaches you: - How to provision an Ubuntu Linux environment with CUDA 13.0 and verify your driver stack. - How to pull the source code and compile the latest llama.cpp C++ binaries from scratch, specifically optimizing the build for your exact GPU using the -DCMAKE_CUDA_ARCHITECTURES=native flag. - How to directly download quantized local LLMs (GGUF format) straight from HuggingFace using the CLI. - How to manage 16GB VRAM limits, offload neural network layers to the GPU, and push massive context windows. Compile raw llama.cpp, ollama run a model, or spin up the LM Studio CLI. Pick whatever stack you are comfortable with. just start building. No hardware. No credit card. No excuses. Bookmark this post right now so you don't lose the tutorial. Even if you don't have time to run it today, you are going to want this workflow in your engineering toolkit. The link to the free Colab Notebook is in the comments below. Lemme know if you need more tutorials like this.

Free NVIDIA GPU with 16 GB VRAM GPU for Running Local LLMs! If you want to master local LLMs but you're waiting until you can afford a $1,500 GPU, you're honestly not going to make it. The open source AI ecosystem is moving way too fast for you to wait on your budget to catch up. Especially when you can build a bleeding edge inference engine from scratch right now, completely for free. You don't need a heavy local rig to start. Google is literally letting you use an enterprise grade NVIDIA Tesla T4 GPU for $0/hour. At standard cloud computing rates (~$0.20/hr), Google Colab’s 4 hour daily free tier hands you roughly $24 worth of data center tier GPU compute every single month. And most people just waste it. Let’s talk about the hardware you get access to for free. The NVIDIA Tesla T4 is an absolute workhorse: - Architecture: NVIDIA Turing (TU104) - VRAM: 16GB GDDR6 (320 GB/s bandwidth) - Compute: 320 Tensor Cores | 2560 CUDA Cores - Performance: 130 TOPS INT8 | 8.1 TFLOPS FP32 - Power: Sipping energy at a max 70W TDP This is the exact same hardware I used to run DeepMind's Gemma 4 26B A4B QAT MoE at a 250,000 context window without a single Out Of Memory (OOM) crash. If you have a web browser and 10 minutes, you have everything you need. I’ve put together a fully documented, cell by cell Google Colab notebook that teaches you exactly how to do this. Here is what the notebook actually teaches you: - How to provision an Ubuntu Linux environment with CUDA 13.0 and verify your driver stack. - How to pull the source code and compile the latest llama.cpp C++ binaries from scratch, specifically optimizing the build for your exact GPU using the -DCMAKE_CUDA_ARCHITECTURES=native flag. - How to directly download quantized local LLMs (GGUF format) straight from HuggingFace using the CLI. - How to manage 16GB VRAM limits, offload neural network layers to the GPU, and push massive context windows. Compile raw llama.cpp, ollama run a model, or spin up the LM Studio CLI. Pick whatever stack you are comfortable with. just start building. No hardware. No credit card. No excuses. Bookmark this post right now so you don't lose the tutorial. Even if you don't have time to run it today, you are going to want this workflow in your engineering toolkit. The link to the free Colab Notebook is in the comments below. Lemme know if you need more tutorials like this.

Alok

178,744 views • 1 month ago

OptimAI Lite Node v1.1: Built for Scale, Designed for You! 💕 In just 2 weeks since the launch, the OptimAI Network has seen explosive growth—130,000+ active node participants powering the future of decentralized AI. With this incredible momentum came a new challenge: ensuring our network could scale seamlessly to support massive concurrent connections and real-time participation. That’s why we’ve rolled out OptimAI Lite Node v1.1—a major upgrade focused on: + Stabilizing infrastructure to handle high traffic from a global community. + Enhancing performance for smoother data mining, validation, and edge compute participation. + Refining user experience with UI updates that make contributing effortless. Every line of code and infrastructure upgrade was made with one goal in mind: to support YOU—the builders, validators, and visionaries of the OptimAI ecosystem. Now’s the time to bring more friends into the journey. 🔥 The more we grow, the smarter and stronger the network becomes—and the greater the rewards. Let’s keep building, validating, scaling. Together we’re not just powering AI—we’re reshaping how it’s built. Join or revisit the node here: 🌐 Chrome Extension: 📱Telegram Mini-App: What’s Coming Next: OptimAI Edge Node & the Rise of Agentic AI 🔸OptimAI Edge Node (Mobile) We’re working hard on the next major release: the Edge Node for mobile, which will allow mining and AI tasks to run in the background—unlocking more earning opportunities and decentralized compute power from your smartphones. 🔸More Task Types & Missions Expect new types of contributions, from AI-enhanced data validation to edge inference and scraping automation—powered by autonomous mining agents. 🔸Expanded Rewards Program As we grow, more reward tiers, bonuses, and campaigns will be introduced. Your participation now paves the way for long-term benefits. Also, do not forget to checkout our article below and learn more about our latest Community Tips & Best Practices!👇 __________________ OptimAI Network #L2 #DePIN Reinforcement Data Network for #Agentic #AI Mine Data. Fuel AI. Earn Rewards. Turn Your Data into Tomorrow’s AI #Agent. Visit our website at:

OptimAI Lite Node v1.1: Built for Scale, Designed for You! 💕 In just 2 weeks since the launch, the OptimAI Network has seen explosive growth—130,000+ active node participants powering the future of decentralized AI. With this incredible momentum came a new challenge: ensuring our network could scale seamlessly to support massive concurrent connections and real-time participation. That’s why we’ve rolled out OptimAI Lite Node v1.1—a major upgrade focused on: + Stabilizing infrastructure to handle high traffic from a global community. + Enhancing performance for smoother data mining, validation, and edge compute participation. + Refining user experience with UI updates that make contributing effortless. Every line of code and infrastructure upgrade was made with one goal in mind: to support YOU—the builders, validators, and visionaries of the OptimAI ecosystem. Now’s the time to bring more friends into the journey. 🔥 The more we grow, the smarter and stronger the network becomes—and the greater the rewards. Let’s keep building, validating, scaling. Together we’re not just powering AI—we’re reshaping how it’s built. Join or revisit the node here: 🌐 Chrome Extension: 📱Telegram Mini-App: What’s Coming Next: OptimAI Edge Node & the Rise of Agentic AI 🔸OptimAI Edge Node (Mobile) We’re working hard on the next major release: the Edge Node for mobile, which will allow mining and AI tasks to run in the background—unlocking more earning opportunities and decentralized compute power from your smartphones. 🔸More Task Types & Missions Expect new types of contributions, from AI-enhanced data validation to edge inference and scraping automation—powered by autonomous mining agents. 🔸Expanded Rewards Program As we grow, more reward tiers, bonuses, and campaigns will be introduced. Your participation now paves the way for long-term benefits. Also, do not forget to checkout our article below and learn more about our latest Community Tips & Best Practices!👇 __________________ OptimAI Network #L2 #DePIN Reinforcement Data Network for #Agentic #AI Mine Data. Fuel AI. Earn Rewards. Turn Your Data into Tomorrow’s AI #Agent. Visit our website at:

OptimAI Network

76,477 views • 1 year ago

🎥 This is today’s proof of win – check out the video and transaction receipt below! 🧾✅ Ready for another round of the 5 SOL Giveaway 🔥🚀 Only one winner every few hours and it resets every 24 hours! ⏳💰 🎉 Yesterday’s riddle winner cracked it! 👉 The answer was: A keyboard ⌨️ Congrats to everyone who got it right! Now it’s YOUR turn to win. Here’s how to enter : ✅ Follow ✅ Like ✅ Repost ✅ Solve today’s riddle ✅ Drop your Solana wallet address + your answer in the comments 🧩 Riddle of the Day: The more you take, the more you leave behind. What am I? Comment now 💬 5 SOL is waiting for the sharpest minds! 🧠💸 Let’s go!

🎥 This is today’s proof of win – check out the video and transaction receipt below! 🧾✅ Ready for another round of the 5 SOL Giveaway 🔥🚀 Only one winner every few hours and it resets every 24 hours! ⏳💰 🎉 Yesterday’s riddle winner cracked it! 👉 The answer was: A keyboard ⌨️ Congrats to everyone who got it right! Now it’s YOUR turn to win. Here’s how to enter : ✅ Follow ✅ Like ✅ Repost ✅ Solve today’s riddle ✅ Drop your Solana wallet address + your answer in the comments 🧩 Riddle of the Day: The more you take, the more you leave behind. What am I? Comment now 💬 5 SOL is waiting for the sharpest minds! 🧠💸 Let’s go!

Ali Hasani

33,988 views • 1 year ago

🚀 Introducing LaunchVote! Hello $KOMmunity! We’re excited to introduce LaunchVote, a monthly voting event where YOU decide which project gets to launch with Kommunitas! 🔹 What is LaunchVote? A community-powered program that lets you vote for the most promising projects. The winning project earns the opportunity to launch with Kommunitas! 🔹 How It Works? ➡️ Stake 3,000 $KOM to receive a KOMV token ➡️ Vote for the project you believe in ➡️ The project with the most votes wins and launches with us 📆 Batch One Voting: March 10 to March 17, 2025 Be part of the innovation. Stake, vote, and shape the future! Further details about the projects will be available on our dedicated pages soon. Stay tuned for updates! 👉 Read more: 🌐 More info:

🚀 Introducing LaunchVote! Hello $KOMmunity! We’re excited to introduce LaunchVote, a monthly voting event where YOU decide which project gets to launch with Kommunitas! 🔹 What is LaunchVote? A community-powered program that lets you vote for the most promising projects. The winning project earns the opportunity to launch with Kommunitas! 🔹 How It Works? ➡️ Stake 3,000 $KOM to receive a KOMV token ➡️ Vote for the project you believe in ➡️ The project with the most votes wins and launches with us 📆 Batch One Voting: March 10 to March 17, 2025 Be part of the innovation. Stake, vote, and shape the future! Further details about the projects will be available on our dedicated pages soon. Stay tuned for updates! 👉 Read more: 🌐 More info:

Kommunitas Official

20,603 views • 1 year ago

🚀 Early Access to Sahara AI Studio is NOW OPEN! The next phase of our testnet is here with exclusive early access to our all-in-one platform designed to transform the AI development lifecycle into a streamlined, integrated experience. Here’s everything you need to know 👇 AI development is fragmented. Devs juggle multiple tools, leading to inefficiencies & high costs. Sahara AI Studio integrates the entire AI lifecycle—from datasets & model training to secure storage & scalable compute—into one seamless experience: 📊 Data Hub: Discover, Manage, and Leverage AI-Ready Datasets Access high-quality, domain-specific, open-source and proprietary datasets through an integrated marketplace. Developers can download, import, or label datasets, making it easier to train and fine-tune models or deploy RAG pipelines. Secure uploads and seamless workflow integration enhance the experience. 🤖 Model Hub: Discover, Customize and Scale AI Workflows with Ease Discover ready-to-use open-source and proprietary models, RAG pipelines, and customizable workflows. Developers can deploy models quickly while maintaining privacy and security through Sahara Vaults. 🖥️ Compute Hub: Flexible, Scalable Compute Resources for AI Innovation Access scalable and secure computing resources tailored to diverse AI workloads. Trusted Execution Environment (TEE) capabilities ensure data privacy, while integration with top compute providers offer flexibility for developers. 🔐 Vaults: Secure Storage for AI Assets Securely store, organize, and manage datasets, models, and other assets in an encrypted central repository. Vaults offer scalability, reproducibility, and user control over AI resources. This is more than just beta testing a platform—it's your chance to help shape the future of decentralized AI development. 📅 How to Apply We're onboarding select developers in a phased approach. Early Access spots are limited, so apply now:

🚀 Early Access to Sahara AI Studio is NOW OPEN! The next phase of our testnet is here with exclusive early access to our all-in-one platform designed to transform the AI development lifecycle into a streamlined, integrated experience. Here’s everything you need to know 👇 AI development is fragmented. Devs juggle multiple tools, leading to inefficiencies & high costs. Sahara AI Studio integrates the entire AI lifecycle—from datasets & model training to secure storage & scalable compute—into one seamless experience: 📊 Data Hub: Discover, Manage, and Leverage AI-Ready Datasets Access high-quality, domain-specific, open-source and proprietary datasets through an integrated marketplace. Developers can download, import, or label datasets, making it easier to train and fine-tune models or deploy RAG pipelines. Secure uploads and seamless workflow integration enhance the experience. 🤖 Model Hub: Discover, Customize and Scale AI Workflows with Ease Discover ready-to-use open-source and proprietary models, RAG pipelines, and customizable workflows. Developers can deploy models quickly while maintaining privacy and security through Sahara Vaults. 🖥️ Compute Hub: Flexible, Scalable Compute Resources for AI Innovation Access scalable and secure computing resources tailored to diverse AI workloads. Trusted Execution Environment (TEE) capabilities ensure data privacy, while integration with top compute providers offer flexibility for developers. 🔐 Vaults: Secure Storage for AI Assets Securely store, organize, and manage datasets, models, and other assets in an encrypted central repository. Vaults offer scalability, reproducibility, and user control over AI resources. This is more than just beta testing a platform—it's your chance to help shape the future of decentralized AI development. 📅 How to Apply We're onboarding select developers in a phased approach. Early Access spots are limited, so apply now:

Sahara AI 🔆

2,700,909 views • 1 year ago

Say hello to Boojum 👋: zkSync Era’s new high-performance proof system for radical decentralization. Boojum is an upgrade that will transition zkSync Era to a STARK-powered proof system, providing world-class performance on consumer-grade hardware. 💡 Learn more: TL;DR 👇 Boojum is the name of our Rust-based cryptographic library, which we use to implement the upgraded version of the ZK circuits for zkSync Era and the ZK Stack. The name Boojum was inspired by Lewis Carroll's poem "The Hunting of the Snark," where the Boojum represents the most fearsome kind of Snark. We intentionally designed zkSync Era in a way that cryptographic upgrades can be made without a regenesis, meaning that the Boojum upgrade won’t cause any user disruptions. Why Boojum❓ From day one, zkSync’s mission is to advance personal freedom for all — making digital self-ownership universally accessible by building a blockchain network that is trustless, secure, permissionless, affordable, easy to use, resilient and limitlessly scalable. Boojum plays an important role in advancing this mission by delivering: 1. World-class performance zkSync Era’s current SNARK-based proof system is effective today, but it won’t scale to the volume that we envision for hyperchains. zkSync Era’s sequencer can already process over 100 TPS; Boojum orders of magnitude improvements to performance complements this well. 2. Reduced hardware requirements for decentralization Our long-term goal is to enable user-powered, decentralized proof generation. Boojum represents a breakthrough in this direction — with the prover running on consumer-grade GPUs requiring only 16 GB GPU RAM. Boojum’s Journey to Mainnet 🚴🏽‍♀️ Boojum is now live on Mainnet, generating and verifying ‘shadow proofs’ today with real production data so that we can carefully test the system ahead of fully migrating. Today, we’re also open-sourcing the repo; if you’d like to take a look, you can find it here 👇 This is the first of a series of posts on Boojum. We will provide updates on our progress, including more details on implementation, security, and performance. Watch here for more, anon ∎

Say hello to Boojum 👋: zkSync Era’s new high-performance proof system for radical decentralization. Boojum is an upgrade that will transition zkSync Era to a STARK-powered proof system, providing world-class performance on consumer-grade hardware. 💡 Learn more: TL;DR 👇 Boojum is the name of our Rust-based cryptographic library, which we use to implement the upgraded version of the ZK circuits for zkSync Era and the ZK Stack. The name Boojum was inspired by Lewis Carroll's poem "The Hunting of the Snark," where the Boojum represents the most fearsome kind of Snark. We intentionally designed zkSync Era in a way that cryptographic upgrades can be made without a regenesis, meaning that the Boojum upgrade won’t cause any user disruptions. Why Boojum❓ From day one, zkSync’s mission is to advance personal freedom for all — making digital self-ownership universally accessible by building a blockchain network that is trustless, secure, permissionless, affordable, easy to use, resilient and limitlessly scalable. Boojum plays an important role in advancing this mission by delivering: 1. World-class performance zkSync Era’s current SNARK-based proof system is effective today, but it won’t scale to the volume that we envision for hyperchains. zkSync Era’s sequencer can already process over 100 TPS; Boojum orders of magnitude improvements to performance complements this well. 2. Reduced hardware requirements for decentralization Our long-term goal is to enable user-powered, decentralized proof generation. Boojum represents a breakthrough in this direction — with the prover running on consumer-grade GPUs requiring only 16 GB GPU RAM. Boojum’s Journey to Mainnet 🚴🏽‍♀️ Boojum is now live on Mainnet, generating and verifying ‘shadow proofs’ today with real production data so that we can carefully test the system ahead of fully migrating. Today, we’re also open-sourcing the repo; if you’d like to take a look, you can find it here 👇 This is the first of a series of posts on Boojum. We will provide updates on our progress, including more details on implementation, security, and performance. Watch here for more, anon ∎

ZKsync

827,428 views • 3 years ago

Following the amazing reaction to the Marble Curriculum yesterday, we've decided to make it open source 🛰️👇 Everything a child learns in primary school. 1,590 concepts. 3,221 connections across 8 subjects, from Math and Science to Computing and Life Skills. Anchored in the US and UK curriculums, standard by standard (NGSS, Common Core, DfE). What you will find in the repo: every concept as structured JSON with its age band and the evidence a child must show to master it. Every prerequisite link marked hard or soft, with a written rationale. It's a true DAG you can compute learning paths on. Open license, you can build whatever you want with it. Now is a unique time in history to be building in education. Getting AI and kids education right is likely one of the hardest and most important problems to crack over the next decade and we need as many smart and creative minds behind it. We think a common solid basis, accessible to all and that can be built upon, is critical to move fast. That's why we're making this curriculum open source. It's not perfect but we know it's a robust basis, and we believe that sharing it openly is the fastest way to progress in this field. If you're building in education, share this around you and tell us in comments if you find this useful and if you want to contribute. We'll keep working and investing on it Marble App. Credit goes to Guillaume Boniface-Chang for building this. I just made it look pretty. Links below 👇

Following the amazing reaction to the Marble Curriculum yesterday, we've decided to make it open source 🛰️👇 Everything a child learns in primary school. 1,590 concepts. 3,221 connections across 8 subjects, from Math and Science to Computing and Life Skills. Anchored in the US and UK curriculums, standard by standard (NGSS, Common Core, DfE). What you will find in the repo: every concept as structured JSON with its age band and the evidence a child must show to master it. Every prerequisite link marked hard or soft, with a written rationale. It's a true DAG you can compute learning paths on. Open license, you can build whatever you want with it. Now is a unique time in history to be building in education. Getting AI and kids education right is likely one of the hardest and most important problems to crack over the next decade and we need as many smart and creative minds behind it. We think a common solid basis, accessible to all and that can be built upon, is critical to move fast. That's why we're making this curriculum open source. It's not perfect but we know it's a robust basis, and we believe that sharing it openly is the fastest way to progress in this field. If you're building in education, share this around you and tell us in comments if you find this useful and if you want to contribute. We'll keep working and investing on it Marble App. Credit goes to Guillaume Boniface-Chang for building this. I just made it look pretty. Links below 👇

Lionel Mora

1,324,285 views • 1 month ago

A good technical LLM interview question: Your LLM chatbot takes 12s before it generates the first token, and the users are complaining. So you move the model onto a GPU with 3x the computing power. The time to first token barely improves. Why did this happen? (answer below) Latency in an LLM app is a placement problem disguised as a model problem. If you profile the 12 seconds, the model's prefill itself may only account for around 1.5 seconds of it. So halving the prefill step saves just 750ms out of 12000, which is under 7%. The rest is spread across stages that never touch the GPU. The request first travels to whatever region the app runs in, and a cross-continent round trip could cost over a second before any code executes. Then the request handler starts. On a container-based serverless platform under load, this adds several seconds of cold start, paid before auth, rate limiting, or prompt assembly even begins. Retrieval adds its own hop, and the response streams back across the same distance. Optimizing a stage that was already fast cannot alter the latency that's majorly affected by other stages. Those other stages are slow for a structural reason. An LLM app runs two workloads that want opposite machines. - The request path is short, spiky, and needs to sit close to users - Inference is long-running, GPU-bound, and billed hourly, whether requests arrive or not. So the actual decision is not which model to run, but where each of these two workloads runs. There are three options, each with its own tradeoffs: > A dedicated GPU box removes inference cold starts, but it bills around the clock and lives in one location, so distant users wait out the round trip on every request > Container-based serverless scales to zero, but the request path pays a cold start, and most of these platforms have no GPU behind them. > Edge runtimes start in under a millisecond, because a WebAssembly module carries no OS or container image to boot. They handle the request path well and cannot hold a model. So the answer is not to pick one, but to split the app across two of them. The request path runs close to users, and inference runs on a dedicated GPU it calls into. That also explains the failed upgrade. More compute made a stage that was already fast faster, and left the 10.5 seconds around it untouched. To actually learn how it's done in practice, Akamai's GitHub has a reference implementation for each half. - vllm-on-lke serves Qwen2.5-7B-Instruct behind an OpenAI-compatible endpoint on one RTX 4000 Ada GPU in Linode Kubernetes Engine, with Terraform creating the cluster, both firewalls, and the GPU operator in one apply. - akamai-functions-llm-chatbot covers the front, where a WebAssembly API checks a KV cache and only calls the GPU-backed instance on a miss. Both are available on Akamai’s new Developer Hub, alongside their tutorials and code samples. It also links to Edge Case, their Discord, where four developer advocates architect and deploy a production app live every other Wednesday. If you create a new Akamai Cloud account, you can also get $300 in credits for joining. Join here: That said, this post treats generation as a single 1.5s block, but that block has its own structure, and knowing it well tells you whether a model is slow to start or slow to stream. I wrote a first-principles walkthrough of it, covering the prefill and decode split, KV caching, and where the time actually goes inside each one. Read it below. Thanks to Akamai Cloud for partnering today!

Avi Chawla

21,423 views • 12 days ago

🚨🎞️Ronin Animation Loop Contest🎞️🚨 Come on Roner Loopers!! The new contest is here, and so are you, reading this🤝 Before we start, a worthy mention of @Axie44 a pioneer in many things, but in this context, a pioneer in inspiring people to create beautiful loop clips - check #ArticLoopContest If you're an artist but have never created animations, gifs, or loops, don't worry. Keep reading; I'll give you some ideas🤓 💸 Prize Pool💸 🥇1st Place: 300 $RON 🥈2nd Place: 200 $RON 🥉3rd Place: 100 $RON 🏅 4th Place: 50 $RON 💰10 runners-up: 15 $RON each 📝 How to Enter 📝 Please read all the rules carefully. If you don’t follow them to the letter, you won’t win sry. - The animation should be a loop, focused on the Ronin theme—check the video for inspiration 👇 - Ensure the end and beginning transition smoothly - Entries shouldn’t be more than 15 seconds long - IMPORTANT: Submit your design through our official form - Post your entry on Twitter using the hashtag #RoninLoop and tag both us and the Ronin account and also if you want, DM us your entry for a heart emoji - Retweet this post as soon as you read it, don’t be cheeky. Tag your art friends and your family - become taGful, become many 💡 If you can envision it, you can create it. Partner up with artists, call your designer friend, move mountains. Be proactive and become the winner ⏰ Entry Deadline ⏰ Tuesday, May 14, 2024 ⚖️Judging Criteria📊 Submissions will be evaluated based on the following criteria: - Creativity: How original is the concept? Does it present a unique, out-of-the-box idea? - Theme Adherence: How effectively does the loop incorporate and represent the Ronin Network theme? - Technical Execution: Quality of animation, especially the seamless looping where the end transitions smoothly back to the beginning. - Storytelling: Does it convey a compelling message or point within those seconds, or does it seem rather random? Let's create something that'll make the Ronin Network community proud, go go go 🚀 Ready, set, animate! 🚀 PrrrRrrRrrrrrr Substack article 🔗👇

🚨🎞️Ronin Animation Loop Contest🎞️🚨 Come on Roner Loopers!! The new contest is here, and so are you, reading this🤝 Before we start, a worthy mention of @Axie44 a pioneer in many things, but in this context, a pioneer in inspiring people to create beautiful loop clips - check #ArticLoopContest If you're an artist but have never created animations, gifs, or loops, don't worry. Keep reading; I'll give you some ideas🤓 💸 Prize Pool💸 🥇1st Place: 300 $RON 🥈2nd Place: 200 $RON 🥉3rd Place: 100 $RON 🏅 4th Place: 50 $RON 💰10 runners-up: 15 $RON each 📝 How to Enter 📝 Please read all the rules carefully. If you don’t follow them to the letter, you won’t win sry. - The animation should be a loop, focused on the Ronin theme—check the video for inspiration 👇 - Ensure the end and beginning transition smoothly - Entries shouldn’t be more than 15 seconds long - IMPORTANT: Submit your design through our official form - Post your entry on Twitter using the hashtag #RoninLoop and tag both us and the Ronin account and also if you want, DM us your entry for a heart emoji - Retweet this post as soon as you read it, don’t be cheeky. Tag your art friends and your family - become taGful, become many 💡 If you can envision it, you can create it. Partner up with artists, call your designer friend, move mountains. Be proactive and become the winner ⏰ Entry Deadline ⏰ Tuesday, May 14, 2024 ⚖️Judging Criteria📊 Submissions will be evaluated based on the following criteria: - Creativity: How original is the concept? Does it present a unique, out-of-the-box idea? - Theme Adherence: How effectively does the loop incorporate and represent the Ronin Network theme? - Technical Execution: Quality of animation, especially the seamless looping where the end transitions smoothly back to the beginning. - Storytelling: Does it convey a compelling message or point within those seconds, or does it seem rather random? Let's create something that'll make the Ronin Network community proud, go go go 🚀 Ready, set, animate! 🚀 PrrrRrrRrrrrrr Substack article 🔗👇

axieartgallery.ron

22,639 views • 2 years ago

$ASI watch out! We've got more projects popping up on Bittensor and $TAO and just starting, Akash $AKT, Shell $SHELL, Einstein-AIT $AIT, Sturdy $STRDY, Stratos $STOS and Comtensor $COMAI and more. Each pushing what's possible with AI and crypto. MyShell: $SHELL First up, MyShell is doing something amazing work. They're all about making AI chat like humans. They're using this TTS Subnet on Bittensor, powered by thier tokens, to make it happen. AI doesn't have to be complicated thing only some can use. They want everyone in on the action, making AI smarter in the process. Einstein-AIT: $AIT Then there's Einstein-AIT. Imagine this as the network's brain but on a turbocharge. It's all about math, logic, and crunching numbers. This subnet makes the whole Bittensor network sharper. They've got NumPAL, and it's like giving the AI a smarter way to think about time and dates automatically. Sturdy: $STRDY Jumping into DeFi, we've got Sturdy. These guys are on a mission to make lending and borrowing way less of a headache. They've got isolated lending pools, you can pick and choose how to manage your risks and money. And they're using some serious tech to keep your investments growing without you needing to babysit them. It's like having a smart financial assistant. Comtensor: $COMAI Comtensor is where it gets interesting. Think of it as a bridge between CommuneAI and Bittensor, kind of like the best of both worlds. It's about making sure all these AI modules and subnets can talk to each other smoothly. The goal? To boost decentralized AI by making everything more connected and smart. Stratos: $STOS Teaming up with τensorage to supercharge the $TAO ecosystem on Bittensor. Stratos is all about solid, decentralized storage - think of it as the bedrock for making sure data's not just stored but also used right . Then there’s τensorage, making sure everything AI needs is stored safe. Together, they’re making sure Bittensor's AI brainpower gets a boost, making everything faster, safer, and smoother. Akash: $AKT Compute Subnet 27 linked up with Akash. All about keeping things open-source. With Akash as a decentralized GPU provider into the mix. Giving access to top-notch AI processing power on top of Neural Internets compute-composable subnet, integrating various cloud platforms. This partnership is all about breaking away from those giants and opening the doors wide for smaller teams and startups who need this tech to innovate. Whats this all about? Making decentralized AI a something that everyone can get behind and into. Whether it's chatting with AI, boosting the network's IQ, DeFi, compute or making sure all these projects work together, it's about pushing forward. Each project has its own way of making things better, faster, and smarter for all of us. Inviting everyone to join in, contribute, and be a part of community effort to make AI not just for the few but for everyone. Credit to Mr.Franc Q for the awesome video production!

$ASI watch out! We've got more projects popping up on Bittensor and $TAO and just starting, Akash $AKT, Shell $SHELL, Einstein-AIT $AIT, Sturdy $STRDY, Stratos $STOS and Comtensor $COMAI and more. Each pushing what's possible with AI and crypto. MyShell: $SHELL First up, MyShell is doing something amazing work. They're all about making AI chat like humans. They're using this TTS Subnet on Bittensor, powered by thier tokens, to make it happen. AI doesn't have to be complicated thing only some can use. They want everyone in on the action, making AI smarter in the process. Einstein-AIT: $AIT Then there's Einstein-AIT. Imagine this as the network's brain but on a turbocharge. It's all about math, logic, and crunching numbers. This subnet makes the whole Bittensor network sharper. They've got NumPAL, and it's like giving the AI a smarter way to think about time and dates automatically. Sturdy: $STRDY Jumping into DeFi, we've got Sturdy. These guys are on a mission to make lending and borrowing way less of a headache. They've got isolated lending pools, you can pick and choose how to manage your risks and money. And they're using some serious tech to keep your investments growing without you needing to babysit them. It's like having a smart financial assistant. Comtensor: $COMAI Comtensor is where it gets interesting. Think of it as a bridge between CommuneAI and Bittensor, kind of like the best of both worlds. It's about making sure all these AI modules and subnets can talk to each other smoothly. The goal? To boost decentralized AI by making everything more connected and smart. Stratos: $STOS Teaming up with τensorage to supercharge the $TAO ecosystem on Bittensor. Stratos is all about solid, decentralized storage - think of it as the bedrock for making sure data's not just stored but also used right . Then there’s τensorage, making sure everything AI needs is stored safe. Together, they’re making sure Bittensor's AI brainpower gets a boost, making everything faster, safer, and smoother. Akash: $AKT Compute Subnet 27 linked up with Akash. All about keeping things open-source. With Akash as a decentralized GPU provider into the mix. Giving access to top-notch AI processing power on top of Neural Internets compute-composable subnet, integrating various cloud platforms. This partnership is all about breaking away from those giants and opening the doors wide for smaller teams and startups who need this tech to innovate. Whats this all about? Making decentralized AI a something that everyone can get behind and into. Whether it's chatting with AI, boosting the network's IQ, DeFi, compute or making sure all these projects work together, it's about pushing forward. Each project has its own way of making things better, faster, and smarter for all of us. Inviting everyone to join in, contribute, and be a part of community effort to make AI not just for the few but for everyone. Credit to Mr.Franc Q for the awesome video production!

Andy ττ

18,405 views • 2 years ago