Whilst building the Base UI Data Grid, we've been... testing its capabilities by recreating real interfaces: 1. A music player inspired by Spotify's desktop app. Not your typical data grid, but it requires sorting, row selection, virtualization, and focus management.show more

Your PM and Developer roll their eyes when they... see interfaces like that. No more because now you can make it without code. By yourself. In Rive Developers can finally focus on development, not recreating your design again. You finished it, and it’s ready for testing and deployment on real products. Here is my Shutter speed interface for the camera.show more

Trading 212 now has a voice, and it's pretty... smart 🤖 Stay up to date with our brand-new AI analysis tool. This latest feature uses OpenAI to analyse raw market data in real time and transforms it into a smart summary, available instantly to read or listen 🎧 The data is updated multiple times a day and takes various factors into consideration to provide you with a summary of the current sentiment, market trends, and fundamentals. Currently available only for selected stocks. The data is generated by an AI automated tool. It does not reflect human opinions and should not be considered professional advice. AI analysis is experimental, and Trading 212 does not guarantee its accuracy. Not investment, legal, or tax advice. Do your own research or consult a qualified advisor.show more

LangGraph. CrewAI. Agno. Which one to pick? The good... news is that this will not matter soon! Finally, we have a full picture of how the industry is solving this with just three open protocols that work across ALL frameworks. It's not about picking the best framework. Instead, it's about understanding how protocols create interoperability. The Agent Protocol Landscape shows how three complementary protocols are creating a universal language for Agents: > AG-UI (Agent-User Interaction): - The bi-directional connection between agentic backends and frontends. - This is how agents become truly interactive inside your apps, not just as chatbots, but collaborative co-workers. > MCP (Model Context Protocol): - The standard for how agents connect to tools, data, and workflows. > A2A (Agent-to-Agent): - The protocol for multi-agent coordination. - How agents delegate tasks and share intent across systems. These aren't competing standards. They're layers of the same stack and have handshakes with each other. So instead of building point-to-point integrations, you build to protocols. Moreover, you can integrate LangGraph, CrewAI, or Agno into the same frontend, without rewriting your UI logic. These protocols let everything work together. For instance: - Your LangGraph agent pulls data via MCP. - It delegates analysis to a CrewAI agent via A2A. - Results stream to your React app via AG-UI. - Users see real-time collaboration in your interface. This way, you can focus on building agent capabilities instead of integration mechanics. The protocols handle interoperability automatically. CopilotKit unifies this entire stack into one framework so you can build "Cursor for X" style apps without implementing each protocol from scratch. It gives you all three protocols, generative UI support, and production-ready infrastructure in one framework. I have shared this playbook in the replies! It breaks down handshakes, misconceptions, and real examples and shows exactly how to start building.show more

I am posting after a Long Time on Twitter,... but its to announce a big change. I have started and we are Collecting Egocentric Data at Scale from India, Covering 300 + Commercial Locations 1500 + Households This is the network and base we have built in just past 2 months, as the Robotics companies, VLMs and World Models increase their requirements on Real World Data collection, Human Loops will be keep scaling out capacity. We are on track to collect 1M Hours of Egocentric in the coming 6 months for our clients exclusively. We are maintaining 95% Quality standards across industrial data and running a End - End Operational Management complying all Indian Laws and compensating our partners/operators. (From Environment sourcing, to hardware, Legal contracts, deployment, training, collection, processing) Check our Samples: - Commercial Videos -- Household Videos --- Multimodel ---- Egocentric + Live Audio Narration Links : On the Journey to become #1 India Physical AI Data Partner. We are also building our capacity as annotation and labelling partner for data companies to become end-end partner for companies. A big change from the world of crypto and web3 but physical AI and data space is where i want to build my next venture #Egocentric #EgocentricIndia #PhysicalAI #Robotics #India #AIdata #data #Multimodeldata #worldmodels #VLMs #Humanloops #Egocentridata #Multimodeldatashow more

If you’ve been ignoring Axis Robotics because it looks... like another random points farm, read this. In the last 48 hours, Unitree said robotics is approaching its "ChatGPT moment", while the chairman of ACE Robotics believes it could happen by the end of 2027. But for robots to reach that level, they need a crazy amount of training data. That’s exactly what Axis is building. You control simulated robots directly from your browser, complete simple tasks and earn points. Those movements also help create data that can be used to train real robots. And this isn’t some tiny experiment anymore: - $12M raised - 123K+ contributors - 3M+ robot trajectories - Community data already used to train a real robot So yeah, we’re basically farming a potential airdrop while teaching our future robot servants how to work 😂 If you haven’t started yet, it’s completely free. You only need a tiny amount of gas on Base to sign your completed tasks. ✅ Start farming Axis points: Important: Sign every completed task from the History page, otherwise you won’t receive the points.show more

The government can find out everywhere you have been,... without ever asking a judge. It just buys the information. Most apps on your phone quietly collect your location and sell it to data brokers. Those brokers package it up and sell it on. Some of their biggest customers are police departments and federal agencies. Because you technically agreed to share your location with a weather app or a game, officials argue they do not need a warrant to buy that same data later. Privacy lawyers call it a workaround the courts were never meant to allow. This is not a theory. In 2026, researchers at Citizen Lab exposed a system called Webloc that turned advertising data from around 500 million phones into a tracking tool, used by immigration agents, US police, and a foreign intelligence service. The most unsettling part is how ordinary it is. You are being tracked through the same apps you open without thinking, every single day.show more

Tonight I left my laptop turned on, and woke... up in the morning with a $7,000 profit. While I was sleeping, my cloud second brain was analyzing trends and running funnels on autopilot Famous investor Naval Ravikant once brilliantly noted: AI brains are meant for coming up with ideas, not clogging bio-servers with gigabytes of other people's garbage The main point Point Claude at a local folder and feed it all the accumulated digital junk files, articles, reports, notes. The artificial intelligence absorbs this chaos itself, builds ironclad logic, and turns a pile of files into a single, living knowledge base. The system works on the principle of compound interest: the more data you feed it, the more accurately it predicts your next steps and generates ready-made solutions Step-by-step process: Choose a base, either Notion or Obsidian, as long as the cloud is accessible from any device 24/7 Implement the CODE method by saving all the chaos to your inbox, sorting it out, extracting the essence, and monetizing your knowledge Connect AI agents by setting up automation via API so the AI sorts data and generates content on its own while you rest A more detailed guide is described in the article. I highly recommend adding this to your bookmarksshow more

This new skill for Hermes Agent wipes your personal... data off hundreds of broker sites for free, hands-off. It's called Unbroker. I’ve been testing it this week and it's incredible. Here is the full setup: 1. Install it by typing: hermes skills install official/security/unbroker 2. Connect browser automation: Wire up Browserbase so the agent can drive real broker opt-out forms. 3. Do the intake: Give consent, then feed it your info. 4. Fire one prompt: "Use the unbroker skill to remove my data from data brokers. Here is my consent. Run it hands-off." Hundreds of data brokers publish your name, addresses, phone, email, even your relatives. Anyone can find where you live in about ten seconds. The law says brokers have to delete your data if you ask. There's just no easy bulk button for it. Services charge $100’s a year to file the exact requests you could submit yourself for free. Unbroker does the same thing locally, and it's free. It fans out sub-agents, scans every broker site, drafts or sends opt-out emails, and only comes back to you for the ones that need a human. The best part is it loops. Brokers re-list you over time, so it schedules rechecks and re-files on its own. Set it once, it keeps working. One skill, one prompt, dozens of broker sites handled.show more

This Huawei ad I just walked by at Munich... airport hit me like a ton of bricks. Huawei watch? HUAWEI HEALTH? Delivering your intimate, real-time location, behavioral & physiological data (heart rate??) directly to the CCP is absolutely insane. I hadn't even considered how many of these watches must be on people hands right now, and how powerful a tool of espionage (the next-level invasive data gathering!) the CCP has at its disposal. Grok, what countries have the biggest usage per capita of huawei watch? Also, considering what I wrote earlier in this post, and given that Huawei is bound by Chinese law to share all data it has access to with the the Chinese government (and not disclose it is doing so), what impact is there for personal privacy and security for users of Huawei watch?show more

Made $100K+ by building a simulation that predicts SPX... price movements before they happen. Fed 40+ years of SPX trading history into MiroFish (18k GitHub stars) and let AI reverse engineer every pattern. Now runs dozens of profitable trades. I have the exact step-by-step guide to build your own SPX prediction system. Giving it free for 24 hours. To get it: 1. Comment "Money" 2. Like and Retweet 3. Follow me Himanshu Kumar (so I can DM you) What you will learn: ✅ How to pull live SPX data with Alpha Vantage and Quandl ✅ Building a Python data pipeline that runs 24/7 ✅ Feature engineering (RSI, MACD, custom signals) ✅ Loading historical data into MiroFish simulator ✅ Multi-agent setup (macro strategist, earnings analyst, sentiment analyst) ✅ Running probability forecasts across market scenarios ✅ Trading logic for ES futures and SPY ETF ✅ Backtesting your model on real market history This is not prediction. This is loading decades of market data and letting AI find the patterns humans missed. Most traders guess. This system runs simulations. Comment "Money" and I will send you everything. Must Follow me Himanshu Kumar to get the DM.show more

It's 2030 and you are reviewing humanoid robots. A... Tesla. A Google. An Apple. An OpenAI. A Meta. A Figure. And a bunch of Chinese-made ones. Which one is best, and why? I think the Tesla understands the world much better. Why? There were eight Teslas around me on the freeway today. Start there. No other robot company has that data. But my robot is parked at the local high school twice a day. Its cameras see humans in all of our weirdness. How we move. Where we go. Where we walk. Who we talk with. What you are wearing. Whether your hair was combed this morning. That data will lead to robotics breakthroughs. Apple might keep up with its Vision Pro data, but it is too freaked out by the privacy implications of using said data. (On the front are six cameras and a couple of TOF -- Time Of Flight -- sensors that can see everything in your home in great detail). Google has a lot of data, for sure. All my: 1. Email. 2. Calendars. 3. Photos. 4. TV watching behavior. 5. Contacts. 6. Documents and spreadsheets. 7. Files. 8. Location data. So I expect Google's robot will be attractive to many. But how do you see the others shake out over the next five years? Make some guesses. But remember what an AI pioneer told me years ago about AI: it's all about the data. The Chinese ones have huge advantages: the Chinese have more data on their citizens, and many more citizens to boot AND they can make robots cheaper than we can. But now that you know OpenAI is building its own robot you have caught wind of what I've heard from many in San Francisco and Silicon Valley: that humanoid robots are the real prize of AI and will be highly profitable for those that can make them and find customers willing to buy them. Here, too, I learned long ago never to bet against Elon Musk. Will you?show more

AN ANTHROPIC LEAD ENGINEER ACCIDENTALLY LEAKED HIS PERSONAL OBSIDIAN.... INSIDE - NOT CODE OR PROMPTS, BUT A DIAGRAM OF HIS OWN BRAIN, ORGANIZED AS A NEURAL NETWORK 8,893 nodes. 4,729 connections. A $10/month app opens Obsidian. 21 inputs, ReLU on every layer. The first hidden layer has 26 neurons, followed by 33, then 24, and so on all the way to the output. Thousands of connections flash in real time this isn’t a conceptual diagram from a blog, but a living brain that powers decision-making within the company. 9,000 documents, each with its own semantic space, all interconnected it earns about $2m a year for sorting Markdown files into the right folders. The company that builds the world’s best AI maintains its internal knowledge base in the same app that a freshman uses for class notes three years of discipline and a single open Obsidian tab you’re reading this on a device where, tonight, you can open that same Obsidian and start building your own vaultshow more

🇨🇳 CYBERTRUCK JUST ROLLED INTO CHINA - AND BYD... FELT THE GROUND MOVE A Cybertruck was spotted in China with real plates, moving like it’s already part of the future. This isn’t a flex - it’s a signal. Tesla’s bringing its Autopilot ambitions into a market where BYD and Xpeng have been building quietly, but now the benchmark just shifted. China’s EV space is complex - tight regulations, data controls, and state-favored players. But Elon’s never played by the old rules. And if anyone can break through the noise in China, it’s the company that already redefined the global EV game. Source: Tesla Owners Silicon Valleyshow more

Met with U.S. Congressmen Richard Blumenthal and Jim Himes... 🇺🇸🇺🇦 to advance our defense and tech partnership. Our focus is clear: protecting our skies, strengthening the front lines, and expanding a true win-win collaboration. Through the PURL initiative, Ukraine secures over 90% of its anti-ballistic capabilities. We continue to systematically degrade the enemy across all domains—Air, Land, and Economy—by shifting from defensive survival to scaling AI-driven asymmetry. Ukraine provides a unique value loop: testing partner tech in real combat and training AI models on unprecedented battlefield data. This is a mutual upgrade for global security. Grateful to the U.S. for standing with us as we push to end this war from a position of strength.show more

Elon Musk just named AI’s next crisis. It’s not... a shortage. It’s a surplus nobody can switch on. Musk: “By the end of this year, chip production will outpace the ability to turn chips on.” For three years the world was starved for silicon. Every lab, every government, every company racing to secure the chips that decide who wins the AI era. That bottleneck is ending. A harder one is replacing it. Musk: “The chips are going to be piling up and not be able to be turned on.” Billions of dollars in the most advanced AI hardware ever built. Sitting dark. Not because the chips don’t work. Because there isn’t enough electricity to run them. You can’t print a power plant the way you print a chip. The fabs scaled. The grid didn’t. Now the hardware everyone fought over is hitting a wall capital can’t buy its way through. Compute becomes abundant. Electricity becomes the most valuable commodity on earth. Physics doesn’t care about your chip architecture if your data center can’t pull the megawatts. Every mind that has ever existed was limited by what it could eat. Ours ran on grain. This one runs on the grid. That has never been solved by thinking. Only by building. The war isn’t about who can print the most silicon. It’s about who can plug it in. Whoever solves energy first doesn’t just win. They own the rails everyone else has to rent. The losers stack chips in warehouses, waiting for power that never arrives. We built a trillion dollar engine and forgot the fuel.show more

I’m so excited to share that Cribl has closed... an oversubscribed $319M Series E round at a new $3.5B valuation, up 40% from our Series D just two years ago. The round was led by GV in one of their largest ever investments, with participation from GIC, CapitalG , IVP , and CRV . But that’s not all. GV partner and former GitLab CRO Michael McBride (Michael McBride) is joining our board of directors. This is an incredible milestone for us and it goes to show that solving real problems for real users works really well! Since day 1, Cribl was built to help you unlock the value of all your IT and security data. We’re taking a different approach to data management, with vendor-agnostic products that resolve the tension between data growth (28% CAGR and growing!) and budget growth while giving you choice, control, and flexibility. We’re here for the critically important but often underserved IT and security practitioners who keep businesses running. And we’ll continue to innovate to meet your needs. Thank you to our customers, partners, investors, and all of the amazing goats who have supported and trusted us during this journey. Here’s to more incredible moments as we continue to succeed together! Read more about the announcement in my blog post: ​​show more

Hypocrisy at it’s finest!!!! While IF Metall 🇸🇪 and... Seko are now furiously investigating Tesla for allegedly pulling unauthorized 400-meter cables to bypass their blockade at Arlanda Superchargers (creating their own grid with megapack), let’s talk about some real electricity theft hypocrisy closer to home. Thanks to Johan for digging into this! For almost two years, IF Metall’s own protest barracks in Umeå have been running without any building permit and they’ve been stealing power straight from Umeå municipality’s grid. No permission, no agreement, just free juice to keep their picket signs lit and coffee machines humming. Tesla is dragged through the mud for trying to keep chargers online during your endless sympathy blockades, but when it’s IF Metall’s turn to bend (or break) the rules on electricity and permits? Crickets. This is peak Swedish union logic in 2026: rules for thee, but not for me. If you’re going to moralize about “respecting the Swedish model” and “not creating own networks”, maybe start by paying your own damn electric bill and getting a building permit for that eyesore shack. In one of the pictures you can see Tesla workshop.show more

🇺🇸 The B-21 Raider just cut its testing timeline... from 180 days to 73, completed all test objectives with half the planned missions, and locked in $11.8B in funding. The Air Force is calling it a win on efficiency. They're probably right. But next-generation stealth bombers don't get second chances. Cutting test time by 60% raises a real question: are the gaps small enough that they'll never matter, or are they the kind that only surface when it counts? Speed is great. Speed with holes in the data is a different story entirely. Source: U.S. Air Forceshow more