📢#𝗥𝗼𝗯𝗼𝗛𝗶𝘃𝗲 - a unified robot learning framework ✅Designed for... genralizn first robot-learning era ✅Diverse (500 envs, 8 domain) ✅Single flag for Sim<>Real ✅TeleOper Support ✅Multi-(Skill x Task) realworld dataset ✅pip install robohive 🧵👇show more

Introducing The Qubit Quantum Wallet App 📲 Your keys.... Your chains. Your future, secured by quantum entropy! We’re building a powerful new multi-chain wallet for iOS and Android. Designed for traders, builders, and anyone serious about security. Backed by real quantum entropy, it delivers: ✅ Native Multi-Chain Support ✅ Quantum-secure key generation ✅ Seamless dApp integration ✅ Easy import/export with any wallet This isn’t just another wallet, it’s quantum protection in your pocket. Coming soon... 🌐show more

Most robots still need markers, checkerboards, or long calibration... rituals just to know where their arms are. Now it works from raw images in seconds. roboreg is a markerless multi arm localization toolkit that plugs into ROS 2 and RViz. No special hardware. No custom setup. You toggle between robot descriptions and the system figures out the rest. The idea is simple: ✅ Hand eye calibration from plain RGB or RGB D images ✅ Only three robot poses needed for millimeter accuracy ✅ Works with any ROS 2 compatible robot and camera ✅ Fully open source under Apache 2.0 It is powered by Hydra, a new marker free ICP variant that converges far more reliably than classical baselines and runs in under a second. If you want to try it: roboreg: ROS 2 roboreg: Hydra paper: pip install roboreg More details and discussion on Open Robotics Discourse:show more

Can robots learn without training❓ [𝗜𝘁'𝘀 𝗼𝗽𝗲𝗻 𝘀𝗼𝘂𝗿𝗰𝗲𝗱 ⬇... ] Teaching robots to do complex tasks WITHOUT spending hours training them. Sounds cool, right? That's exactly what DIAL-MPC does! The first training-free method for whole-body torque control using full-order dynamics: ✅ Instantly checks if a robot's moves are right or wrong ✅ Adapts quickly to new tasks without needing extra training ✅ Could work hand-in-hand with other robot learning methods Robots are getting smarter AND faster without the need for long training sessions. Website: Paper: Code: Saw this first Haoru Xue 🙏show more

Visualizing complex data in Python just got easier! Meet... Cosmograph for Python 🪐: The widget brings GPU-accelerated, interactive layout graph rendering right inside your Jupyter notebooks. Here’s why it’s a game-changer: ⚡ GPU-accelerated performance ⛓️ Interactive network exploration with pan, zoom, hover & selection ⚙️ Rich configuration APIs for layout, color, size & more 📦 Seamless notebook integration & easy Python installation But that’s not all: ✅ Force-directed simulations for dynamic layouts ✅ Smooth handling of large-scale networks ✅ Minimal setup—just pip install cosmograph Link to the repo in next tweet! ______ Follow us → Daily Dose of Data Science ✔️ For more insights & tutorials on AI and Machine Learning.show more

Most imitation learning policies break when the camera moves... or the robot changes. NOT THIS ONE 👇 [📍 Bookmark for later ] A new 3D scene representation encoder, tackles this by enabling zero-shot generalization to unseen embodiments and viewpoints… And it works with any IL algorithm. The trick? •Use a 2D foundation model to extract semantic features •Lift them into 3D space for localization (not semantics) •Condition the IL policy on this spatially grounded vector Across 93 simulated and 6 real tasks, Adapt3R: ✅ Maintains IL performance on LIBERO & MimicGen benchmarks ✅ Outperforms DP3 and 3D Diffuser Actor in most settings ✅ Holds >80% success on LIBERO even with large camera rotations Thanks for sharing this, Animesh Garg & Albert Wilcox! 📍Paper: Website: Code:show more

🚀Thrilled to share what we’ve been building at TRI... over the past several months: our first Large Behavior Models (LBMs) are here! I’m proud to have been a core contributor to the multi-task policy learning and post-training efforts. At TRI, we’ve been researching how LBMs can help robots learn faster, better, and more efficiently. The key takeaways: ✅ We built an evaluation pipeline to benchmark LBM performance with real 𝐬𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐚𝐥 𝐜𝐨𝐧𝐟𝐢𝐝𝐞𝐧𝐜𝐞 ✅ Pre-training on hundreds of tasks makes models more robust—plus, we can teach new, complex tasks with 80% 𝐥𝐞𝐬𝐬 𝐝𝐚𝐭𝐚 ✅ The bigger and more diverse the pre-training, the better the results Check out our overview video, webpage and paper for more details: ✨ 🌎 📄 We hope this work helps move the field of robotics forward!show more

Your Windows 10 era is ending. As of October... 14: No more updates, no more security patches, no more support. Ever. Microsoft may be leaving you behind. We won’t. Meet #Commodore OS Vision 3.0 – a totally FREE, modern, Linux-based sanctuary from tech gone too far. Calm. Creative. Privacy-first. Retro-futuristic. No nags. No noise. No tracking. No toxic social media. And if you choose, no browser - for a distraction-free, child-safe experience. ✅ Free Forever ✅ 200+ games ✅ Easy to install This isn’t just an upgrade. It’s a reset. Save your PC. Save your sanity. #WeAreCommodore -->show more

🛠️ What if a robot could invent its own... tools. And teach itself how to use them? That’s exactly what VLMgineer does: a new framework that lets Vision Language Models (VLMs) design physical tools and the actions to use them, entirely on their own. No templates. No human demonstrations. Just raw, AI-driven creativity. Why it matters ✅ Co-designs tools and actions together using VLMs, ensuring tight coupling between form and function ✅ Uses VLM-guided evolution (not random search) to refine designs intelligently ✅ Outperforms human-designed tools by +64.7% in task success across 12 RoboToolBench challenges ✅ Produces better-than-everyday tools for real manipulation tasks—measured in success rate and elegance It builds on the emerging trend of large-model-guided evolutionary design (like Eureka and AlphaEvolve) and brings it into physical robotics. It opens the door to general-purpose, automated hardware design, no strong priors needed. Code & paper: —- Weekly robotics and AI insights. Subscribe free:show more

$ASTS: AST SPACEMOBILE CATALYST SEASON A review of what... has been and what is to come Upcoming Catalysts: ☑️BB7 Launch on Blue Origin New Glenn-3 ☑️BB8 - BB10 Delivery to Florida and Launch on Falcon 9 or NG5/6 ☑️BB11 - BB13 Delivery to Florida and Launch on Falcon 9 or NG5/6 ☑️Block-2 Launches in Batches of 3-4x or 6-8x satellites every 1-2 months ☑️FCC Approval for Full US SCS Commercial Service ☑️Execution of more Definitive Commercial Agmts w/ Prepaid Revenue and/or Investment w/ More than 50 global MNOs ☑️FirstNet Investment and Definitive Commercial Agreement ☑️Golden Dome (SHIELD Awarded, NOBLE Up Next) ☑️Unlocking portion of $20M, $25M, and $65M in Revenue Prepayments from AT&T, Vodafone and Verizon upon completion of milestones ☑️Beta Testing w/ AT&T and FirstNet in 1H 2026 ☑️Updates on Google Services Agmt Partnership ☑️Initiation of Research Coverage by JP Morgan, Morgan Stanley, Goldman Sachs, others ☑️Expansion of 11x contracts w/ Department of Defense, Space Development Agency, Defense Innovation Unit, Missile Defense Agency and more ☑️FCC 5G Fund grant ☑️Progress on 8 to 25x Block-2 BlueBirds in currently in Production ☑️Confirmation of Production Ramp to 6x satellites a Month ☑️Acquisition of New Manufacturing Space in Midland, TX focused exclusively on Micron production ☑️Proposal for PNT Service Accepted by FCC as Alternative to GPS ☑️Initial Commercial Service w/ AT&T, Rakuten, Verizon, Vodafone in late 2026 ☑️Securing +$500M of EXIM and IFC non-dilutive Funding ☑️Pursuit of L- and S-Band Spectrum Licenses Globally ☑️EU Allocation of 2GHz MSS Spectrum to SatCo JV ☑️Commercial agreements ☑️Strategic Partnerships and Investments to Focus on AI Data Center Opportunity ☑️Catalysts the SpaceMob have yet to Contemplate Recently Completed Milestones: ✅Telus Definitive Commercial Agreement w Strategic Investment and $200M Committed Revenue (speculated) ✅Partnership with Orange ✅Partnership with Taiwan Mobile ✅Partnership with AXIAN Telecom ✅Satellite Connect Europe Partnership (“SCE”) with Telefonica ✅SCE Partnership with Orange ✅SCE Partnership with CK Hutchinson ✅SCE Partnership with Sunrise Switzerland ✅SCE Partnership with Vodafone Romania ✅SCE Partnership with VodafoneThree UK ✅SCE Partnership with Vodafone Ireland ✅AST Awarded $30M Prime Contract by US SDA for Halo Europa Program ✅$63M to 71M of 2H 2026 Revenue ✅Development of AI Engine to Dynamically Manage Satellite Capacity and Spectrum Efficiency = Seeking 3-10x Capacity Improvement ✅Disclosed over $1.2 billion in Aggregate Contracted Revenue Commitments from Commercial Partners ✅Raised $1.08B 2.25% Convertible Note resulting in $4B of Pro Forma Cash ✅BB6 Unfolding Phased Array ✅AST Awarded Prime Contract Position on US Missile Defense Agency SHIELD Program ✅Filed w/ FCC to modify Existing License to use S-Band spectrum outside of the US ✅$175M Saudi Telecom prepayment to be made by 2025YE ✅BB6 Launched from India on ISRO LVM3 ✅Micron Production to Support 6x a Month by End of Q3 2025 ✅Expanded Manufacturing Floor Space to 500,000 Square Feet ✅1,800 Global Workforce ✅Established Germany as SatCo JV operations center, filed constellation with ITU ✅Closed $420M bridge financing to support Ligado spectrum transaction ✅Saudi Telecom 10-Year Definitive Commercial Agreement w/ $175M prepayment and over $1.8B value ✅Confirmed L- and S- band Spectrum to be Incorporated into Next 3GPP release ✅Verizon Definitive Commercial Agreement ✅Raised $1.15B 2.0% Convertible Note resulting in $3.2B of Pro Forma Cash and Liquidity ✅Successful Video and Voice Testing with Bell Canada ✅US Bankruptcy Court confirms AST and Ligado L-band spectrum transaction transaction, deal now only subject to FCC appoval ✅Acquired Global S-Band Spectrum Priority Rights held Under International Telecommunication Union ✅Successfully Completed the First-ever Native Voice Call (VoLTE) and Rext (SMS) with a Standard Cell Phone using AT&T Spectrum and Core Network ✅Hired JR Wilson as Chief of Networks and Spectrum, formerly AT&T VP of Tower Strategy, Roaming & In-Building Solutions ✅Raised $575M 2.375% Convertible Note w/ Capped Call struck at $120, resulting in $1.5B of Pro Forma Cash on Balance Sheet ✅Repurchased $360M of $460M 4.25% Convertible Note ✅Entered into $550M of Non-Recourse Senior Secured Term Loan to fund Ligado Transaction ✅Secured $100M Equipment Loan Facility ✅Moved to Russell 1000 from Russell 2000 Index ✅Demonstrated World's First Tactical NTN Connectivity over Standard Mobile Devices with Defense Prime Fairwinds Technologies ✅Announced Latest MNO Partnership with Vodafone Idea of India ✅Hired Jennifer Manner as SVP of Regulatory Affairs and International Strategy, Former NTIA Senior Advisor of Space and Policy and EchoStar SVP of Regulatory Affairs ✅FCC Accepts AST’s Application for US Commercial Service ✅FCC Chair Brendan Carr and Senator Ted Cruz visit HQ in support of AST ✅Verizon and AT&T Spectrum Lease Agreements filed w/ FCC ✅FCC grants STA for beta testing w/ AT&T, Verizon, Vodafone, Bell Canada, and Rakuten ✅FCC grants STA for Firstnet Evaluation on Public Safety Band 14 ✅AST SpaceMobile Forms SatCo Joint Venture w/ Vodafone to Better Serve European market, Selects Luxembourg as HQ and Germany for NOC ✅Secured $43M and $20M Contracts w/ US Space Development Agency and Defense Innovation Unit ✅AST5000 ASIC Development Finished and Integration into Block-2 Sats in Q1 2026 ✅Successful Video Calls Completed w/ AT&T, Verizon, Vodafone and Rakuten ✅Exercised Multi-launch Agmts w/ SpaceX, Blue Origin and ISRO ✅Reached +3,800 Patent & Patent pending Claims ✅Initiation of Research Coverage by Bank of America, Clear Street, Roth Capital, Cantor Fitzgerald, Oppenheimer and William Blair ✅Established Coordination Agmt w/ US National Science Foundation Covering Satellite and Ground-based Astronomy Operations ✅Closed $460M 4.25% Convertible Debt Funding ✅Signed 2-3x Additional Global MNOs, Bringing the Total to +53x Covering +3.2B Subscribers ✅Opened European Research Center w/ Vodafone and University of Malaga in Spain ✅Signed Deal w/ Singapore’s Defense Science and Technology Agency ✅Joined 5G Automotive Association, which Develops and Promotes 5G-based Solutions for Connected Autonomous Vehiclesshow more

The next breakthrough for robot VLMs isn’t a bigger... model 🧠 it’s memory. RAL accepted ✅ We show that a robot can ground a VLM using its own real-world experience, not extra training. EXPTEACH/PRAGMABOT = self-generated memory + closed-loop reflection: Fail → diagnose → replan → succeed → store experience Next time → retrieve the right experience → succeed in one shot Results on real robot tasks: 36% → 84% with reflection (STM) 22% → 80% single-trial success with long-term memory (LTM+RAG) And yes, we saw tool use emerge without explicitly asking for it. If you’re fighting brittle “VLM plans” on hardware, this is for you. #AI #Robotics ANYboticsshow more

How do you get the biggest SKR airdrop allocation... with the least effort? 📱🪂 Not everyone has time to grind Seeker activity every day. But everyone wants a solid SKR airdrop when Season 2 ends. Here are 5 ways to maximise your activity with minimal effort 👇 1️⃣ SKR Staking ✅ One of the strongest passive actions in Season 2 👉 Zero ongoing effort after setup 👉 Stake inside Seed Vault Wallet (Activity tab) 👉 Or at ✅ Compounds every 48h automatically 👉 Unstaking cooldown is only 48h - never locked in 👉 Strong loyalty signal 👉 Counts directly toward Onchain Activity ✅ Passive SKR accumulation + inflation rewards 👉 One setup, long-term impact for the next airdrop 2️⃣ Daily Use ✅ Already done if Seeker is your main phone ✅ Secondary device? One simple habit 👉 Open Seed Vault Wallet + 3–4 apps once a day 👉 Takes under 60 seconds 👉 Full “Daily Use” bar from this alone ✅ No grinding required 👉 Consistency over 7 days beats any single burst 👉 Fits into any routine 3️⃣ dApp Exploration ✅ 10 minutes a week is enough 👉 Open dApp Store → browse Featured or New 👉 Download 1–3 apps → open each → connect wallet ✅ No deep usage required 👉 The tracker rewards discovery 👉 Fills the “ New Things “ bar weekly 4️⃣ Onchain Activity ✅ 30-day rolling window 👉 Regularity beats volume ✅ Minimum effective dose: 1–3 txns per day 👉 Micro Jupiter swap: 0.01 SOL or less 👉 One swap, seconds of effort 👉 Do it from your pocket ✅ Bar climbs steadily without grinding 👉 Small consistent txns outperform sporadic bursts 👉 Cost is near zero 5️⃣ DePIN Background Apps ✅ Install once, runs 24/7 👉 No daily action needed 👉 Each generates on-chain activity automatically 👉 Also counts toward dApp Exploration ✅ Four apps to install from the dApp Store 👉 UpRock - share bandwidth, earn $UPT 👉 Roam - hotspot sharing, earn $ROAM 👉 WeatherXM - weather data, earn $WXM + 25% station discount 👉 Helium Mobile ☁️ - free Zero plan (3GB/100min/300 texts) + Cloud Points ✅ Passive activity across multiple bars simultaneously 👉 Extra token rewards on top of SKR 👉 Setup: ~10 min total, zero effort after 6️⃣ Overview ✅ The full routine is simple 👉 Daily: open wallet + optional micro swap 👉 Weekly: install 1–3 new dApps 👉 Forever: SKR staked + 4 DePIN apps running ✅ Avoid automation tools 👉 Diagnostics flag patterns - manual only ✅ Season 2 rewards consistency, not bursts 🔚show more

1/ World models are getting popular in robotics 🤖✨... But there’s a big problem: most are slow and break physical consistency over long horizons. 2/ Today we’re releasing Interactive World Simulator: An action-conditioned world model that supports stable long-horizon interaction. 3/ Key result: ✅ 10+ minutes of interactive prediction ✅ 15 FPS ✅ on a single RTX 4090🔥 4/ Why this matters: it unlocks two critical robotics applications: 🚀 Scalable data generation for policy training 🧪 Faithful policy evaluation 5/ You can play with our world model NOW at NO git clone, NO pip install, NO python. Just click and play! NOTE ⚠️ ALL videos here are generated purely by our model in pixel space! They are **NOT** from a real camera More details coming 👇 (1/9) #Robotics #AI #MachineLearning #WorldModels #RobotLearning #ImitationLearningshow more

Solana Mobile is missing a primitive: a crypto-native communication... layer. Not another group chat. An inbox. So we built Cherry 🍒 a wallet-to-wallet messenger designed for Solana. Now the top communication layer on Seeker | Solana Mobile with 10,000+ users onboarded. Why it works? • no emails, no phone numbers, no kyc • wallet = identity - you can’t "fake" who you are • chats are wallet-gated by default (holders, stakers, users, builders) • spam gets priced out - burner accounts don’t work here • built for builders - the fastest way to reach users and get feedback on Solana Mobile 🪂 To celebrate, we’re airdropping 100 SOL tonight - first come, first served. Rules: ✅ Install Cherry from the Seeker | Solana Mobile dApp Store ✅ Turn on push notifications! ✅ Join "Seeker Club" and start chatting Bonus: We’re adding +3 SOL total Reply with your .skr domain - we’ll pick 30 random winners (0.03 SOL each)show more

Investor Update Part 8 – Chapter 2 Begins 💫... Dear Gigglians, A new chapter begins for Giggle.🩵 In just over a month, this movement has grown from a meme with meaning into a force reshaping how crypto views purpose and impact. Since our last update, Giggle has reached historic milestones: ✅ First meme listed on Binance in over 6 months - a landmark moment for the entire meme sector. ✅ Listed on OKX Futures, expanding our reach to global traders and believers. ✅ Over $1B in spot trading volume in just the past few days. ✅ Almost 11,000 BNB donated to Giggle Academy - more than $12 million USD dedicated to providing free education for children worldwide. 📚 Let’s not forget the real impact behind the charts - tens and thousands of children gaining access to learning and opportunity through every trade, every holder, every believer.🩵 We remain deeply humbled by the support from the crypto community and grateful to everyone who continues to be a part of this movement.🙏 As Chapter 2 begins, we remain committed to making Giggle a global movement for good - and an inspiration for what memecoins can truly achieve. It’s time to build. It’s time to make history. It’s time to Giggle. 🩵 Zoom out☺️ The Giggle CTO Teamshow more

Today, we released Lyra 2.0, a framework for generating... persistent, explorable 3D worlds at scale, from NVIDIA Research. Generating large-scale, complex environments is difficult for AI models. Current models often “forget” what spaces look like and lose track of movement over time, causing objects to shift, blur, or appear inconsistent. This prevents them from creating the reliable 3D environments required for downstream simulations. Lyra 2.0 solves these issues by: ✅ Maintaining per-frame 3D geometry to retrieve past frames and establish spatial correspondences ✅ Using self-augmented training to correct its own temporal drifting. Lyra 2.0 turns an image into a 3D world you can walk through, look back, and drop a robot into for real-time rendering, simulation, and immersive applications. ➡️ Learn more: 📄 Read the paper:show more

Today's real crypto news killed me in a video... game 💀 This is Crypto Crash. I built it this afternoon with the ChainGPT AI skill for Claude Code. It's a Chrome dino-style runner, but every system in it is plugged into a live source. The ground you run on is BTC's actual 24-hour price chart. Hills are the pumps. Valleys are the dumps. When the market is bearish, you literally run downhill toward the FUD. The sky and the world's color palette flip based on the market's emotional state, scored 0 to 100 by the ChainGPT LLM reading today's headlines. Anxious days look like an orange storm. Euphoric days look like a parade. The obstacles are goblins, ghouls, wolves and a flying bird. Each one carries a real bearish headline pulled live from the ChainGPT News API. When one hits you, the game-over screen tells you exactly which piece of FUD ended your run. Three ChainGPT capabilities, woven into a single experience: the LLM, the News API, and live price data. The skill stitched them together in a single afternoon. I just had the idea. Here's what's interesting beyond the game itself. Web3 products have always had access to live data. What's new is that AI can now turn that data into experiences, environments and feedback loops on demand, with one prompt. ✅ A trading dashboard that gets more aggressive when fear spikes. ✅ An NFT marketplace whose homepage matches today's mood. ✅A token site that visibly reacts when its chain is under attack. ✅A streamer overlay that changes with every breaking headline. The plumbing is done. The hard part now is deciding what you build on top of it. Open Claude Code. The skill is one install away. /plugin install ChainGPT-org/chaingpt-claude-skillshow more

Claude Code Scheduled Tasks is now available... here's a... solid idea to connect it with Telegram Save this so you don't forget to set it up! First, ask Claude to add a simple Telegram messaging module to your repo. You can use the Telegram Bot Builder Skill from Link: Install command: npx claude-code-templates@latest --skill enterprise-communication/telegram-bot-builder Once the module is in your project, grab your bot credentials from BotFather and add the bot ID to your .env file That's it! ✅ Now every Scheduled Task you create should end with an instruction for Claude to send the task result to Telegram using that module. Claude will handle the delivery automatically on every task it runsshow more

Today, we’ve successfully launched Band Oracle v3 Testnet Phase... 2 — our biggest upgrade yet. This release makes BandChain faster, more transparent, and more interoperable than ever. Let’s break down what’s new👇 What did we achieve? — 3x Faster blocktime from 3s —> 1s — 10x symbols cap expand from 100 —> 300 symbols — 10x Higher Throughputs: 40k to 400k TX/day — 3x Max TXs Support/ Day: 7.2M TXs —> 21.6M TXs 🌐 New Data Tunnel routes are LIVE We’re expanding Band’s oracle reach across the multi-chain world: —> Cosmos - The Interchain ⚛️’s IBC-Hook: seamless interchain contract querying —> Router Protocol: Bridging & EVM chains & Soon on Solana —> Axelar Network: ongoing collab for cross-chain verified feeds Interoperability is no longer a wishlist — it’s real. 🛠️ Minor upgrades with major impact: — Cylinder CLI runs standalone — Signal times are now block-based (not machine time) — Auto-select TSS groups — Yoda now auto-bumps gas to avoid TX failure — Telemetry for BeginBlock/EndBlock durations It’s all about smoother ops for devs and validators. 🧪 What’s next? ✅ Recap + docs for Testnet Phase 2 ✅ More Data Tunnel stress testing ✅ Backend + validator-side optimizations 🚀 Mainnet Launch in Q3 2025 We’re almost there. Band Oracle v3 is becoming the go-to open data oracle for all ecosystems. Fast. Transparent. New standard for Multi-chain native. Thanks to the validators, devs, partners, and Band community for building this with us. Let’s keep going. Read the full announcement here:show 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