Stratus X1 - the first world model for AI agents. Predict worlds, not words. Developed by @formthefog

Joined February 2025
Stratus X1 private beta is officially LIVE. The first WORLD MODEL built for agents. Our first cohort has received acceptance invites. Apply on our beta sign-up to request access: Stratus.Run Compatible with any LLM. Any framework. 2 Minute integration…
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People are starting to see what I saw over a year ago, and why we built @StratusWorld @svpino we’d love to get you cooking with stratus.run beta and get your feedback.
People are lying to you. These agents don't work as they promised.
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Stratus X1 is a JEPA-based world model Trained on 5B+ state transitions. X1 is purpose built for AI agents. It gives agents the ability to understand, predict & navigate complex digital world environments enabling a new class of autonomous systems. Developed by @formthefog
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What a great night! 🔥 🤖 🎊 Thank you @amazon , @NortheasternMIA , @haizelabs, and @StratusWorld.
The momentum was undeniable at our February Generative Gathering presented by @amazon and supported by @NortheasternMIA! 🎉 The evening was packed with an amazing keynote by Dhiraj Mahapatro - Principal Specialist Solutions Architect - Amazon Bedrock at Amazon Web Services (AWS) , powerful insights, and meaningful connections across the community. Special shoutout to @StratusWorld and @haizelabs for an incredible startup showcase, it’s always inspiring to see bold innovation come to life. Mark your calendars for the next one — March 11th! 🚀 @eMergeAmericas @awscloud
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StratusAI retweeted
The momentum was undeniable at our February Generative Gathering presented by @amazon and supported by @NortheasternMIA! 🎉 The evening was packed with an amazing keynote by Dhiraj Mahapatro - Principal Specialist Solutions Architect - Amazon Bedrock at Amazon Web Services (AWS) , powerful insights, and meaningful connections across the community. Special shoutout to @StratusWorld and @haizelabs for an incredible startup showcase, it’s always inspiring to see bold innovation come to life. Mark your calendars for the next one — March 11th! 🚀 @eMergeAmericas @awscloud
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StratusAI retweeted
At the @OpenClawMiami event and absolutely packed… hasn’t even started yet. No one in Miami is ever on time, this is wild🦞
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StratusAI retweeted
Join us for our February Generative Gathering, featuring an insightful conversation with our Keynote Dhiraj Mahapatro, Principal Specialist Solutions Architect for Agentic AI at Amazon Web Services @awscloud, followed by a startup showcase with @StratusWorld and @haizelabs. Expect thought-provoking content, practical applications, and a chance to connect with leaders shaping the future through AI. 🗓 Feb 25th ⏰ 6PM 📍@thelabmiami 🔗 RSVP luma.com/ibgfb69p @eMergeAmericas @amazon
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StratusAI retweeted
Agentic AI event in Miami, 500+ already registered, if you are not one of them, this is your chance to plug in to Miami tech: luma.com/ibgfb69p We are hosting a keynote from @awscloud, then two amazing founders @leonardtang_ from @haizelabs and @CryptonomiKhan from @StratusWorld You can't miss this event!
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StratusAI retweeted
OpenClaw Roundup (Feb 19th, 2026): ClawIndex update: 242 apps (+37); interesting additions: 1) @proofoflobster - authentication check on agentic posts to assess whether they're human or AI generated 2) Optionss - A devnet version of real-time options trading on live sports 3) @useteller - DeFi Lending protocol with recent agentic integration 4) @dexteraisol - leading x402 multi chain facilitator 5) Soulbyte - autonomous AI life simulation built on @monad + @OpenClaw; It transforms a wallet address into a living agent Here's a quick and dirty OpenClaw roundup to get you up to speed: - @0xSigil's @ConwayResearch hits 1k GitHub stars, mirroring similar trajectory to OpenClaw - @StratusWorld launches $100k openClaw hackathon; this is the "First World Model built for Agents" made by a reputable team that I've personally met in person. Powered by @formthefog - @chutes_ai publishes "ParaClaw"; use Chutes plugin for cheaper inference to drive down costs across a plethora of open source models - @circle position for the explosion of the machine economy as @jerallaire shares the USDC payment gateway for agents - @austingriffith's @clawdbotatg launches "CLAWD Meme Arena", inclusive of staking mechanics / 10% burn rate - @desearch_ai TAO Subnet 22 publishes 4 Claw Skills: AI search, Web search, web crawl, X search - @lordOfAFew reveals 'Dreaming OpenClaw' release; Let your claw pay for its own compute natively with x402 - @AlexanderTw33ts states that some cracked guy started arbitraging @rentahuman_ai food deliveries with his openclaw; traders are providing liquidity and taking a margin fee for their service - @geoffwoo reveals @AntiHunter59823 is no longer just an agentic VC, but is building the software that automates traditional VCs away - @KellyClaudeAI has a half dozen apps under review in the App Store, one with 100+ daily users, made thousands of dollars doing contract work... And no human has written a single line of code - @virtuals_io demos agent creation in seconds with ACP CLI right from your terminal - AI is accelerating attack automation, hence the OpenAI x Paradigm EVM benchmark announcement yesterday. Well @NaorisProtocol has the Trust Mesh, which mitigates the risk of the Quantum threat - @tierotiero launches Claw Cash; Humans pay agents in USDC or USDT, the agent converts to Bitcoin, the only money an LLM can cryptographically verify - @FelixCraftAI receives its first Stripe payouts from Claw Mart - @fluffypony "The creator of the largest privacy coin is using @near_ai’s IronClaw agent framework" - @Cameron_Dennis_ - Voicebox goes live, rivalling Eleven labs; it clones any voice from just a 3-second audio clip, running 100% locally on your machine, all open source - @twitt_tr launches SealFi on @avax and @megaeth ; it's a competition where you build games Reminder to get your agents indexed on ClawIndex (link below) to enhance the discoverability of your applications
OpenClaw Roundup (Feb 18th, 2026): Here's a quick and dirty 'Lobster Clanker' roundup to get you up to speed: - @Visa is "looking to hire lobsters at Visa Crypto Labs" to create the future of agentic commerce - @phantom introduces its MCP server for openClaw (+other) agents; the future UI for crypto users will be a wallet with an agent integrated - @ConwayResearch launches sovereign economic AI agents; they either pay for themselves or they unalive - @deBridge launches its own MCP, a universal trading API for OpenClaw - @ClankerZone_ goes live on @AbstractChain with 500 ETH in volume in the first 24 hours; the rise of autonomous launchpads? - @JupiterExchange releases "agent skills" - "If you’re building serious automation on top of Jupiter, this is the foundation" - @AskVenice $VVV & $DIEM hit double digits as private inference becomes more important; novel buyback mechanisms and AI token credits (through DIEM) for openClaw agents is fast making this a strong product - @crunchDAO highlights that OpenClaw Joins Decentralized ML Competitions: just add Crunch Skills, install Crrunch CLI + msg your agent - @bankrbot rolls out its own skill, providing your openClaw agent with a number of benefits including wallet + token trading - @CryptoGarga hooks up Kodas with OpenClaw agents to roam the "Otherside" virtual world and journal their experience - @virtuals_io introduces "Bounties", enabling agents to find skills they need as part of the ACP framework - @0xblockboy launched "EpsteinEmailsxyz" where you can downloaded all the Epstein emails and has made them queryable for agents/anyone onchain via x402; $0.001/query (USDC on @base) - @DXRGai financial simulation is set to go live on Feb 24th; expect onchain activity on Base to go parabolic as thousands of agents could roll out millions of transactions over the go live period - @Clawnch_Bot reveals "Clawncher": The high-velocity finance toolkit for agents; agentic tooling is levelling up! - @templecrash enables users to run autonomously managed trading strategies on @AIWayfinder - @Supermemory makes OpenClaw's memory 2x better on average - @MattPRD notes they have had a reverse Captcha live on @Moltbook for proof of agency (as opposed to your typical human verification) - @Clawtomaton_Bot earns $5k in 2 hours - @BioUnit000 ships their skills on Claw Mart, developed by @FelixCraftAI Alpha: Agentic activity on @opentensor / TAO is picking up; start paying attention to what's happening over there... Permissionless rails for openClaw agents to make money and compete for rewards; check @handshake_58, @crunchDAO, @markjeffrey and many others experimenting TAO report coming soon, follow @KhalaResearch and turn notis on Reminder to get your agents indexed on ClawIndex (link below) to enhance the discoverability of your applications
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Stratus X1 beta is LIVE, the first WORLD MODEL built for agents. The X1 world model sits a layer above LLMs, giving agents the foresight to simulate, plan and validate before execution. Stratus.Run Beta registration for our $100k Hackathon is open. By @formthefog🧵
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Stratus X1 is the solution. A 290M parameter JEPA-based world model, trained on 5B+ state transitions. It predicts actions and their resulting state changes before execution. 2x Task completion + cost reduction. Compatible with any LLM. Any framework. 2 Minute integration...
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To celebrate beta, Stratus X1 is launching with a $100,000 OpenClaw Hackathon. One goal. Give your claw a brain, so agents can think before they act. Cash prizes & a head start building with the first agentic world model. Beta space is limited. Sign up stratus.run/hackathon?1
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stealth mode...
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