Announcing Tensorplex Kami: Purpose-built, performant, and lightweight library powering... Tensorplex Dojo, now available as a public good for the entire Bittensor community! Learn how Kami supports rapid commercial onboarding, subnet partnerships, and advanced research. 🧵👇show more

🚨 The future of AI isn’t bigger models. It’s... smarter agents that act, not just respond. GPT-5 came, but it didn’t wow. The real revolution is the Agent Era, where speed, engineering, and real-world execution win. Meet GenFlow 2.0 by Baidu Wenku, the most advanced general-purpose agent right now, and the first to let you intervene mid-generation, a capability not available in GPT or Manus. ➡️ Interrupt and edit tasks mid-generation (exclusive to GenFlow) ➡️ Run 100+ agents simultaneously ➡️ Deep data integration with live workflow control ➡️ Built for product, not just research China is outpacing the U.S. in AI productization. This isn’t another ChatGPT clone. It could be ChatGPT’s first real rival. I built a full investor pitch deck in under 3 minutes, editing content live as it generated. The center of AI innovation is shifting. 👇 Watch AI stop waiting for commands and start working with you.show more

I decided to share part of a prompt you... can use to research any protocol in seconds using INFINIT Intelligence by INFINIT. As an example, I used Silo Labs, where I currently farm most of my stablecoin yields. 🔖 Bookmark this + read until the end for a bonus. Just replace [PROTOCOL NAME] with any protocol you want to research. Prompt: "Conduct thorough research on [PROTOCOL NAME] and answer the following questions: - What is the project building? - What problem does it solve, and for whom? - What makes it different from others? - What blockchain is it built on? - Is there a token? What’s its purpose? - How does the protocol work technically? - How does it make money or sustain itself? - What’s the staking model, emissions, burns, and treasury? - Who are the founders, and is the team public and credible? - Who funded it? Who holds most tokens? - Are users, TVL, and volume growing? - How strong is the ecosystem around it? - Who are the main competitors, and how does it compare? - Is the protocol audited? Any past hacks? - What are the best ways to use the protocol (strategies)? - What’s coming next? Key milestones or launches? - What are the biggest risks? - How strong is the community and social traction?" Bonus: Quote this post with a reason why you like INFINIT, and I’ll DM you the full version of the prompt within the next 24 hours.show more

Ritual Community Builders Program Ritual is launching a global... builders network + research collective at the frontier of onchain AI. What it’s about: •Bringing together developers, researchers, and educators exploring AI, cryptography & blockchain as one discipline. •Covering cutting-edge topics: zkML, SMPC, verifiable inference, algorithmic ethics. •Builders don’t collect certificates, they run experiments, build proofs, and share code that moves the field forward. •Connecting academia, industry teams, and global dev communities to lower barriers for building AI-native protocols. Why it matters: • Turn theory into practice with paper-to-code workshops, demos, and technical deep dives. • Encourage ethical, privacy-preserving, and transparent AI development on-chain. • Make advanced AI knowledge accessible through bootcamps, study circles & multilingual content. • Unite Ritual’s ecosystem partners, research teams, and independent builders under one vision: open, provable AI. How to join: •Fill out the application form. •Applications reviewed in 1–2 weeks. •Selected builders join an onboarding call. •Receive toolkit, curriculum roadmap & access to bi-weekly sessions. •Start contributing: research, workshops, prototypes, or community activities. Apply now. 👉 Link in comments. Ritual Foundationshow more

Some good guesses. It's Lake Pend Orielle in Idaho... at US Navy Acoustic Research Detachment (ARD). Home to the world’s largest uncrewed autonomous submarine, LSV 2 "Cutthroat". Built as a test vehicle for Virginia technology insertion, now being modified to perform the same service for Columbia-class. Also seen here is "Sea Jet", the Advanced Electric Ship Demonstrator (AESD), a quarter-scale model of the Zumwalt-class destroyer. The first image was of "Dolly Varden". A Buoyant Rise Vehicle used at ARD, pulled down to the bottom of the lake and let her rip to the surface.show more

Increasingly, HTML Artifacts are becoming a core part of... how I work with AI agents. Long-horizon agent sessions need a better way to surface insights about what work it has done. This may not be obvious right now, but as you start to let your agent work on dynamic workflows, large codebases, long-running loops (e.g., using /goal), and deep research tasks, you need a good way to present results. Chat window is not it. You also don't want to just trust everything the agents do. Artifacts help provide an important verification layer, which in turn enables important decision-making. I like HTML artifacts because I can just ask the agent to produce as many of them (and in whatever form) as I need to verify the work and make sense out of everything. I even built a nice tab system for my artifacts. They are great for continual learning and research. I use HTML artifacts for logging, tracking experiments, brainstorming, managing my inbox, code reviews, agent session management, deep research, writing, reading, and so much more. I believe Andrej Karpathy wrote about this somewhere: As we move on to more advanced applications of AI agents and outputs get more complex, we will start to find the need for even more advanced forms of interactions with AI, including interactive neural videos/simulations.show more

I just built my own wiki generator plugin for... my agents. My agents can now generate wikis for anything I ask. One of my favorite wikis is called PaperWiki. This is a great example of what Andrej Karpathy describes. It uses obsidian vaults to organize papers, retrieve LLM-generated summaries, diagrams, and other advanced views for paper exploration. When Obsidian UI is not enough, I use my own artifact generator inside my agent orchestrator (see clip for example). This allows my agents to build any kind of view or exploration feature that I need. The papers are all curated with automations and several rules/patterns I have manually built over the years. On the surface, this looks basic. But behind the scenes, there are advanced search capabilities, connections, metadata, derived data, and other interesting bits of information that are extremely useful for my research agents. This is mostly built for agents. The artifact preview is just a high-level way to validate and quickly assess the quality of the wiki, suggest improvements, and it's also great for research. I use tobi lutke's qmd for all search capabilities. Everything is markdown. The summaries and even the diagrams. The wiki updates on its own based on several automations I have optimized over the past couple of weeks. The wiki grows and self-improves based on several requirements important for my research use cases. This is as personalized as it gets. There is nothing like it out there. And I use my research expertise to continue improving it over time. This is a vanilla wiki. There are so many things I want to build on top of this. Different aggregations, views, artifacts, etc. All to help automate more of my research work and accelerate productivity. I think the biggest leverage here is how powerful this could be for discovery and experimentation. One of my goals is to use it to find deeper connections and insights that would otherwise elude the top human researchers and use those to generate interesting new hypotheses and research experiments. That way, my agents can use autoresearch to explore research ideas at the frontier. Stay tuned for more.show more

Building a personal knowledge base for my agents is... increasingly where I spend my time these days. Like Andrej Karpathy, I also use Obsidian for my MD vaults. What's different in my approach is that I curate research papers on a daily basis and have actually tuned a Skill for months to find high-signal, relevant papers. I was reviewing and curating papers manually for some time, but now it's all automated as it has gotten so good at capturing what I consider the best of the best. There are so many papers these days, so this is a big deal. You all get to benefit from that with the papers I feature in my timeline and on DAIR.AI. The papers are indexed using tobi lutke qmd cli tool (all of it in markdown files along with useful metadata). So good for semantic search and surfacing insights, unlike anything out there. I am a visual person, so I then started to experiment with how to leverage this personal knowledge base of research papers inside my new interactive artifact generator (mcp tools inside my agent orchestrator system). The result is what you see in the clip. 100s of papers with all sorts of insights visualized. I keep track of research papers daily, so believe me when I tell you that this system is absolutely insane at surfacing insights. This is the result of months of tinkering on how to index research and leverage agent automations for wikification and robust documentation. But this is just the beginning. The visual artifact (which is interactive too) can be changed dynamically as I please. I can prompt my agent to throw any data at it. I can add different views to the data. Different interactions. I feel like this is the most personalized research system I have ever built and used, and it's not even close. The knowledge that the agents are able to surface from this basic setup is already extremely useful as I experiment with new agentic engineering concepts. I feel like this knowledge layer and the higher-level ones I am working on will allow me to maximize other automation tools like autoresearch. The research is only as good as the research questions. And the research questions are only as good as the insights the agents have access to. Where I am spending time now is on how to make this more actionable. I am obsessed about the search problem here. The automations, autoresearch, ralph research loop (I built one months ago) are easier to build but are only as good as what you feed them. Work in progress. More updates soon. Back to building.show more

I've been personally burning through billions of tokens a... week for the past few months as a builder. Today I'm excited to announce Hyperagent, by Airtable. An agents platform where every session gets its own isolated, full computing environment in the cloud — no Mac Mini required. Real browser, code execution, image/video generation, data warehouse access, hundreds of integrations, and the ability to learn any new API as a skill. Deep domain expertise through skill learning. Teach the agent how your firm evaluates startups or how your team runs due diligence — now anyone on the team gets output that reflects your actual methodology, not a generic template. One-click deployment into Slack as intelligent coworkers. These aren't bots that wait to be Mentioned — they follow conversations, understand context, and act when relevant. And a command center to oversee and continuously improve your entire fleet of agents at scale. We're onboarding early users now.show more

🚨 ITALY IS ABOUT TO GENERATE ELECTRICITY FROM A... FULL-SCALE NUCLEAR REACTOR THAT HAS ZERO NUCLEAR FUEL INSIDE IT. At the ENEA Brasimone research center, Newcleo has installed a 155-ton reactor vessel filled with molten lead. Instead of uranium, it uses electric heaters to simulate the heat from fission. The lead will circulate, transfer heat to a steam generator, and spin a real turbine to produce electricity. This is not a small lab experiment. The vessel is nearly the same size as the commercial 200 MW lead-cooled reactor Newcleo eventually wants to sell. Why this matters: • It’s one of the most complete non-nuclear demonstrations of a next-generation reactor ever attempted • By proving the molten lead cooling system, heat exchangers, and power conversion loop work at scale before introducing nuclear fuel, Newcleo is trying to de-risk the hardest and most expensive parts of advanced nuclear development • Lead-cooled fast reactors can operate at atmospheric pressure with high thermal margins and natural circulation decay heat removal • The company has ambitious plans, including partnerships in the US (with Oklo) to use surplus weapons plutonium as fuel The deeper implication: Traditional nuclear development is extremely slow and expensive because you have to deal with radiation, fuel, and regulatory scrutiny from day one. Newcleo’s approach flips this: prove the entire non-nuclear “machine” works first at near-commercial scale, then add the nuclear part later. If successful, this could meaningfully shorten development timelines and reduce technical risk for lead-cooled reactors. It’s still early the real fueled reactor isn’t expected until the early 2030s but this is one of the more serious and well-funded attempts to make a new type of advanced nuclear a commercial reality. How important do you think non-nuclear full-scale testing like this will be for accelerating advanced reactor deployment? Follow for more frontier nuclear technology and next-generation reactor development.show more

Introducing: Control Tower. After running agencies for over a... decade, three problems were clear: 1. Task management tools aren't built for client work—the constant back-and-forth, the private and public feedback loops. 2. Financial tools don't understand service businesses. We need to know what's coming in, what clients owe, when they're paying, and how that stacks up against what we're paying our team. 3. We need easy tools to track and manage our team's capacity in real-time. But here's the thing—these tools need to work together. When you work with clients, your team's capacity dictates the projects you can take on. The projects you take on dictate your revenue. And the pace of those projects restarts the entire cycle. That's what Control Tower does. Today we're announcing the foundations: Tasks, financials, and capacity. Very soon we'll be introducing Chief—the AI layer that connects everything and works proactively to keep your team moving. We built this from the ground up to be agent-native. What we have today is good. It's not great yet. There's a lot of work to do, and a lot we haven't even shipped to our beta users. I'd love for you to check it out. Sign up for the beta—we're inviting people as quickly as we can and doing personal walkthroughs.show more

Tired of trading electricity in a system built for... institutions — not you? Carlos Aurelio Hernández felt the same. That’s why he went on a mission — to build a platform where energy professionals could finally trade on their own terms. Now, as CEO of Watt2Trade, he’s changing the game. Here’s how... ⚡🧵 Before building Watt2Trade, Carlos became one of the most respected voices in Mexico’s energy sector — with 35+ media appearances on platforms like Forbes, El Financiero, and Grupo Fórmula. He’s been at the table for every major energy discussion in the last decade. And more importantly — he’s built... ⚙️ HHGM – powering factories, refineries, and municipalities ⚡ SUJIO – cutting energy costs by up to 30% 💼 Volta Capital – backing the next wave of energy innovation Now Carlos is leading Watt2Trade — the first decentralized exchange where you can trade electricity directly. ✅ No brokers ✅ No approvals ✅ No red tape Just your wallet, your power — and a global marketplace open 24/7. It’s built by people who understand the energy market inside and out — and are finally putting it in your hands. This is the future of energy — and you’re invited to shape it. Your kilowatt is your currency. Your Watt is your Power.show more

Welcome to the pack, Blockframe 🐺 The vision for... Matter Labs has always been to incubate, launch, and decentralize the zkSync network. Today, Blockframe officially joins as the latest core development team outside of Matter Labs onboarding to help build, maintain, and upgrade the zkSync protocol and ZK Stack. Learn more: ∎ Becoming one of many ∎ The purpose of onboarding external teams is two-fold: (1) decentralization — ensuring Matter Labs is one of many contributors to zkSync Era, and (2) bringing in teams capable of building valuable tools for crypto projects and brands building their web3 ambitions using the ZK Stack. ∎ Meet Blockframe ∎ Built with support from Matter Labs, Blockframe is an NFT marketplace and creator platform that features on-chain royalties, AI-assisted NFT creation tools, and an NFT perpetuals exchange. ∎ New tools for builders ∎ Blockframe's editable NFTs and sealed bid auctions are made possible by its new Bulk Semaphore protocol. Bulk Semaphore is a tool that can now be utilized by builders on zkSync to scale without sacrificing the privacy of the protocol and its users. ∎ Join the ZK Core Development Team ∎ We welcome and encourage more teams to join this effort. If you’re familiar with zkSync Era and ZK Stack, have made notable contributions to open source projects, and align with the values shared in the ZK Credo, DM Omar Y. ⭕, Head of Investments at Matter Labs.show more

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:show more

Gratitude is one of the fastest ways to shift... your energy and transform your entire day. When you pause and acknowledge the blessings already in your life, you move your focus from lack to abundance. 💫 Try it today. Write down ten things you are grateful for—big or small. The more you appreciate what you already have, the more the Universe responds by bringing even more good into your life. 🌟 If you want to deepen this powerful practice and learn how gratitude can open the door to greater wealth and fulfillment, Countdown to Riches is now available. It’s a powerful guide to help you align your thoughts and feelings with the riches you deserve. Secure your copy today 👉show more

$STICK is live 🪄 CA: 3fAddCWnFZnVfHRaDf86sVDAD7jHXq97NULrpo4GGkth Let's Stick Together!... Stickman is a spinal cord injury survivor who wants to move to the US and apply to get the Neuralink implant. Despite his condition, Stickman was able to learn about cryptocurrencies early and has been a part of Web3 communities ever since. Stick DAO was founded to support his journey and form a Web3 hub for people with special needs. Stick DAO will be spotlighting the stories of disabled individuals, onboarding them into Web3, and educating them on cryptocurrencies. Stickman knows how hard it is for disabled people to socialize and make a living with their limited opportunities from home. Web3 is a great space for them to socialize, build their presence, and even find ways to earn their living. The purpose of Stick DAO is to build a sustainable project that can help spread life-changing stories from Web3 to everyone. That’s why we are using Believe by Ben Pasternak, a memecoin launch platform that shares trading fee revenue to support Stickman and the Stick DAO organization. After the launch, Stickman will be attending various events and appearing in mainstream media as the face of Stick DAO and $STICK. On top of that, the Stick DAO team will push for partnerships beyond Web3 to promote $STICK and the life-changing stories happening in Web3 every day. Let this magic $STICK change the life of Stickman and all of our believers.show more

🚨 THE RACE TO 6G JUST ACCELERATED. Northrop Grumman... has developed a W-band GaN chip operating at up to 110 GHz and took it from concept to market-ready hardware in less than six months. The new gallium nitride chip operates in the W-band (75–110 GHz), a frequency range that delivers massive bandwidth, extremely high data rates, and much lower latency than current systems. What makes this impressive is the speed: the chip went from concept to market-ready hardware in less than six months through a U.S. government-backed microelectronics program. That’s unusually fast for advanced defense-grade semiconductors. The chip acts as a high-power signal amplifier that can strengthen wireless links while shrinking the size and power consumption of the hardware. It’s designed for military radar, secure satellite communications, and the coming wave of 6G networks. Why this matters: • W-band offers far more spectrum than current 5G bands, enabling much faster data transmission and higher-resolution sensing • Gallium nitride can handle significantly higher power and frequencies than silicon, making it ideal for these demanding applications • The rapid development cycle shows how public-private collaboration can accelerate critical semiconductor technologies • The same tech that strengthens military radar and satellite links will directly feed into future commercial 6G infrastructure The deeper implication: We’re watching the foundation of next-generation wireless and sensing systems being laid in real time. High-frequency GaN chips like this won’t just improve existing radar and satellite systems they’re likely to become core building blocks for 6G, autonomous systems, and advanced defense platforms. The fact that this moved from lab to market in under six months suggests the pace of high-frequency electronics is accelerating dramatically. The future of wireless isn’t just faster. It’s operating at frequencies most people have never heard of and it’s being built right now. How soon do you think W-band and GaN technology will start appearing in everyday 6G devices? Follow for more frontier semiconductors, defense tech, and next-generation wireless systems.show more

🔎 Where I Find New OSINT Tools Most people... spend hours searching for a specific OSINT tool. This is why I want to share with you websites that have almost all OSINT tools. All in one place. Here are 5 worth bookmarking right now. 👇 🗂️ TOOLBOXES ✅ OSINTRack - A growing OSINT tools directory with a clean interface. Good for discovering tools by category quickly. Website link: ✅ OSINT Tools Library - A maintained directory from the OSINT Newsletter. Every tool is tagged by access level (free, limited, or paid). The most actively updated resource of its kind. Website link: ✅ Bellingcat Toolkit - Bellingcat's curated collection of open source investigation tools, organized by category. A trusted resource from one of the most respected names in OSINT. Website link: ✅ OSINT Library - A community-built collection of OSINT tools and resources, organized by investigation type. Great for finding tools you have never heard of before. Website link: ✅ Open Source Intelligence Hub - A clean, no-frills index of OSINT tools and techniques. Useful for quickly scanning what is available across different investigation categories. Website link: __________ Do you know other toolboxes? Let me know in the comments. 👇 P.S. ♻️ Repost if you found this helpful.show more