Axis Robotics

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Axis Robotics

Axis Robotics

@axisrobotics

Scale Physical AI for the real world. Robot intelligence is not built by a few; it's built by all.

axisrobotics.ai Katılım Kasım 2025
36 Takip Edilen21.9K Takipçiler
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Axis Robotics
Axis Robotics@axisrobotics·
Axis is officially LIVE on @base. 🔵 Axis is scaling Physical AI for the real world, contributed by everyone. You can control robots in a virtual world, generate training data at scale, and help build the brain behind tomorrow's robots. All from browser. No hardware needed. Start building robotics intelligence today: hub.axisrobotics.ai
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Axis Robotics
Axis Robotics@axisrobotics·
On the simulation and product side, we continued improving the MuJoCo verify/replay and scene-variant workflows. This included fixes for collection lag, asset penetration and collision issues in multi-asset scenes, repeated task loading, repeated scene-variant downloads, initial-state compatibility, teleoperation, IK, and gripper control. We also began building a recover-from-failure data pipeline by collecting and categorizing gripper failure and near-failure states during grasping. These states will next be added to the database, with the long-term goal of using failed and partially successful demonstrations to train more robust grasping and recovery policies.
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Axis Robotics
Axis Robotics@axisrobotics·
Axis Weekly Last week, we made progress across the full robotics data loop, including task generation, simulation infrastructure, model training, and failure recovery. Key updates: - Task generation: We improved TaskGen with better automatic checker generation, stronger multi-embodiment support, and more efficient domain randomization to scale task diversity with less manual design effort. - Simulation infra: We continued improving MuJoCo verify/replay and scene-variant workflows, including fixes across data collection, multi-asset scenes, repeated loading/downloads, initial states, teleoperation, IK, and gripper control. - Model training: We confirmed that the new randomized tasks are learnable with sufficient data. In our current experiment, 500 demos successfully produced an executable policy, while 100 demos were not enough. - Failure recovery: We began building a recover-from-failure pipeline to collect and categorize gripper failure and near-failure states during grasping, which will later support more robust recovery policy learning. A closer look at this week’s progress🧵
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Axis Robotics
Axis Robotics@axisrobotics·
Noticed that object descriptions and reference images sometimes don't perfectly match the actual assets spawned in a task? This is because we’ve rolled out in-task randomization to increase data diversity and improve model generalization. The actual assets may vary, but the task goal always remains the same. Please focus on the task goal rather than the specific assets. Rich scenarios, diverse combinations of atomic skills, and extensive in-task randomization build the diversity of our data.
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Base App
Base App@baseapp·
📍Base, Moon
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Axis Robotics
Axis Robotics@axisrobotics·
We are now open-sourcing the AxisDataCleaning pipeline. Github repo: github.com/AxisAIOrg/Axis… Browser teleoperation is one of the most scalable paths for robot data generation. Raw human input, however, is not yet model-ready: ▪️ Idle pauses ▪️ Micro-jitters ▪️ Low & Variable frame rates Raw web data alone is not enough for reliable policy training. Here is how our backend turns noisy human demonstrations into usable trajectories for downstream policy training. 🧵👇
Axis Robotics tweet media
Axis Robotics@axisrobotics

Over a month ago, we open-sourced our task generation pipeline. Since then, we’ve run countless trials, hardened the infra, and are getting ready to ship the full stack. Here is a raw look at our asset generation pipeline 🧵

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Base Hub 🛡️
Base Hub 🛡️@BaseHubHB·
📄 @base daily recap what happened on @base last 24 hours ■ @coinbase gold and silver perpetual futures officially live plus 24/7 US futures coming soon ■ @coinbase 1M BTC streak campaign and world football final VIP package details live for first 14 day streak finisher ■ @virtuals_io robot to robot commerce now becoming the standard on base ■ @sharpagentic full music everything layer update where generative models get artist identity and B2B search ■ @cityprotocolhq base discovery campaign successfully wrapped with 4000 plus global participants discovering 11 base projects ■ @atlasorafi AORA ignition launch confirmed for may 14 on aerodrome with fair launch mechanics and EURC USDC rails ■ @remixgg_ friend game jam officially kicked off with 2000 USD prizes for games built in 72 hours ■ @doppelfun season 2 officially dated for may 8 ■ @axisrobotics successfully wrapped base batches 003 virtuals robotics track demo day showcasing gateway to robotics general intelligence ■ @shadowcleague 1st runner up at virtuals robotics track demo day advancing to base batches finals in san francisco, ■ @wlthxyz pre IPO access app officially live on base offering tokenized early stage opportunities like spacex via mobile app with KYC ■ @tokensdotfun app studio fully shipped on base to describe any idea in plain text while AI builds the full onchain app ■ @strikerobot_ai privacy first VLM reasoning and inference layer now live via partnership with askvenice powering SR agentic,native
Base Hub 🛡️ tweet media
Base Hub 🛡️@BaseHubHB

📄 @base daily recap what happened on @base last 24 hours ■ @baseapac Base Batches 003 virtuals_io robotics track demo day is officially here with teams taking the stage tomorrow at The Network School ■ @chamberfi Base is now at over 1M daily active addresses globally ■ @charmsai Public character launch opens next week allowing anyone with a phone to launch their own AI character and earn USDC creator rewards every 24h ■ @upshot_cards Major new utility for Shots teased and incoming with a feature drop for prediction cards ■ @axisrobotics Task Generation Engine is fully streamlined with daily output now at 10 to 15 tasks and bots aggressively banned to keep slots fair for builders ■ @roarin_ai Chapter 1 is dropping soon giving ROAR holders first dibs on foundation monsters and arcade rewards while all gameplay burns ROAR ■ @shadowcleague Team SCL is on the ground for the virtuals_io robotics demo day with their shortlisted winner ready to demo ■ @Veildotcash Private money is officially live on Base offering compliant and fast zk privacy pools for everyone ■ @Cypher_HQ_ Agent Pay is officially launched as the first payment system built exclusively for AI agents offering one time virtual cards with hard spending limits ■ @liminalcash Virtual accounts are now live to open accounts globally in USD EUR GBP MXN and receive funds from anyone ■ @bankrbot Open beta is live with apps in bankr and x402 endpoints fully shipped to build autonomous agent apps that pay themselves ■ @VelodromeFi cbAssets are officially live across the entire Superchain offering seamless one tx swaps via metaswaps beta ■ @verasitytech PLRL officially lives on Base chosen for sub cent fees instant settlement and consumer distribution muscle ■ @PixieChess New daily auction pieces are now live with fresh magical chess pieces available for bidding ■ @HeyElsaAI Base Arena is now live to define strategies where Elsa executes autonomously on Base with a leaderboard ranking pure execution ■ @Sharpagentic x402 is now native to deploy agents buy tracks sign sync and open artist pages with 1 sig 0 gas and USDC native.

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Axis Robotics
Axis Robotics@axisrobotics·
Better data quality directly translates to better downstream policies. The AxisDataCleaning pipeline bridges scalable web teleoperation and robot learning by converting raw demonstrations into clean, dense and training-ready data trajectories. Also remember to check our WebInfra and TaskGen repos: github.com/AxisAIOrg/Axis… github.com/AxisAIOrg/Axis…
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Axis Robotics
Axis Robotics@axisrobotics·
Wrapping up an incredible run at @base Batches 003 Robotics Track. Appreciate the @virtuals_io team for shortlisting us. It’s a great pleasure to engage in intellectual collisions with so many outstanding and creative great minds in robotics. We showcased how Axis is building the gateway for robotics general intelligence. The base ecosystem is moving fast, and we are proud to be fueling the engine. Thank you @baseapac @virtuals_io @ns for having us! 🔵
Axis Robotics tweet media
Axis Robotics@axisrobotics

See you tomorrow at @base Batches 003 @virtuals_io Robotics Track Demo Day at @ns.

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