# Axis Robotics > Markdown twin of https://roboterminal.app/companies/axis-robotics · https://roboterminal.app/companies/axis-robotics.md ## On shared sources - [Lotus](https://roboterminal.app/companies/lotus) (6) - [Base](https://roboterminal.app/companies/base) (4) - [Binance](https://roboterminal.app/companies/binance) (3) - [Booster Robotics](https://roboterminal.app/companies/booster-robotics) (3) - [Geely](https://roboterminal.app/companies/geely) (3) - [Hugging Face](https://roboterminal.app/companies/hugging-face) (2) - [Lotus Cars](https://roboterminal.app/companies/lotus-cars) (2) - [Manycore Tech](https://roboterminal.app/companies/manycore-tech) (2) - [AgiBot](https://roboterminal.app/companies/agibot) (1) - [Base APAC](https://roboterminal.app/companies/base-apac) (1) - [Bessemer](https://roboterminal.app/companies/bessemer) (1) - [Deep Robotics](https://roboterminal.app/companies/deep-robotics) (1) - [Dexmal](https://roboterminal.app/companies/dexmal) (1) - [Dream Labs](https://roboterminal.app/companies/dream-labs) (1) - [Dyna Robotics](https://roboterminal.app/companies/dyna-robotics) (1) - [Feagine Robotics](https://roboterminal.app/companies/feagine-robotics) (1) - [Figure](https://roboterminal.app/companies/figure) (1) - [Geely Auto](https://roboterminal.app/companies/geely-auto) (1) - [i2RT](https://roboterminal.app/companies/i2rt) (1) - [LyteAI](https://roboterminal.app/companies/lyteai) (1) - [NVIDIA](https://roboterminal.app/companies/nvidia) (1) - [Unitree](https://roboterminal.app/companies/unitree) (1) - [Vangrid](https://roboterminal.app/companies/vangrid) (1) ## Pulse - [@axisrobotics on X](https://x.com/axisrobotics/status/2113266645934481627) Axis is scaling into a model company. We built the data infrastructure for one reason: to produce general robotic intelligence. Our approach is centered on skill: we turn reinforcement learning expert… - [@axisrobotics on X](https://x.com/axisrobotics/status/2113247167850910116) We tested @dreamlabs_ai's API on our own YAM Box from @i2rt_robotics with a natural language instruction ⬇️ We're working toward a similar vision, models that generalize across tasks and embodiments, … - [@axisrobotics on X](https://x.com/axisrobotics/status/2111791200328184186) The final snapshot is locked in. Season 1 wraps up today. A huge thank you to every contributor who's been building with us. Season 2 kicks off on Oct 23, so there won't be any tasks from Oct 18 throu… - [@axisrobotics on X](https://x.com/axisrobotics/status/2111768368961540287) Thanks @KhalaResearch for featuring us in their latest report. It covers where robotics stands today and where the hard problems are, before taking a close look at Axis: strategic positioning, product… - [@axisrobotics on X](https://x.com/axisrobotics/status/2111438419490693525) This demo shows reinforcement learning running the full control loop for a dual-arm robot: picking up a kettle and pouring water. It highlights how much RL can bring to dynamics adaptation, disturbanc… - [@smsehy on X](https://x.com/smsehy/status/2111301226340184374) Physical AI requires real plant floors to keep learning. Factory floors build the compounding data loop. The flywheel only accelerates when systems learn from continuous operational experience. Physic… - [@axisrobotics on X](https://x.com/axisrobotics/status/2110023556172251182) Simulation provides scalable expertise. Vision distillation brings it to reality. We are training RL experts in simulation and distilling them into vision policies that generalize. Here's a pick-and-p… - [@smsehy on X](https://x.com/smsehy/status/2109919882011877834) A drawing describes the nominal part. The robot welds the actual one. When an operator points a tablet camera at an engineering drawing, generating robot motion is only half the job. The real part was… - [@nguyenthambt on X](https://x.com/nguyenthambt/status/2108753376766992435) A robotics trajectory is not truly complete just because the task is finished. @axisrobotics makes the final verification step important. Contributors record robot movements in browser based simulatio… - [@smsehy on X](https://x.com/smsehy/status/2108153388693340243) Stage demos show isolated movements, but factory floors measure uptime and parts variance. Handling hundreds of part geometries without custom tooling proves the real value of synthetic training. http… - [@smsehy on X](https://x.com/smsehy/status/2108153333668311325) The shift from collecting robotics datasets to executing factory floor sorting is where real value gets created. High-mix automotive lines cannot afford bespoke engineering for every bracket and faste… - [@smsehy on X](https://x.com/smsehy/status/2108153090428088661) Handling 500 to 800 distinct automotive components under one simulation-trained policy changes the unit economics of automation. Zero manual intermediate engineering is the benchmark production lines … - [@smsehy on X](https://x.com/smsehy/status/2108153013944930783) Continuous learning loops in robotics matter far more than static datasets. Moving from task generation in simulation to live parts sorting at Lotus and Geely validates the data engine on the plant fl… - [@smsehy on X](https://x.com/smsehy/status/2108152957959311771) Scaling parts sorting across a production line requires moving beyond demos. Axis Robotics deploying on Lotus and Geely lines takes Sim2Real straight into live manufacturing. Sim2Real provides the sca… - [@axisrobotics on X](https://x.com/axisrobotics/status/2108031155790557358) Announcing our commercial partnership with @lotuscars @GeelyAutoGlobal Lotus Cars builds iconic high-performance sports cars and hypercars. Through our Axis Suite, we deliver an end-to-end Sim2Real au… - [@axisrobotics on X](https://x.com/axisrobotics/status/2107862265789854136) What a night at @wallet! We brought two K1 robots from @boosterobotics, one of our key embodiment partners. They put on a show and interacted with everyone at the venue, showcasing the robotic intelli… - [@axisrobotics on X](https://x.com/axisrobotics/status/2107845450913190207) What a night at @wallet. Thanks to everyone who stopped by, waved, and said hi to our little robots. They absolutely loved every bit of it, and we hope they brought a few smiles. See you next time! ht… - [@axisrobotics on X](https://x.com/axisrobotics/status/2107804807658705393) The Value of Simulation Data for Real-World Robot Learning - An Empirical Study - [@smsehy on X](https://x.com/smsehy/status/2107786712005128314) Agreed. The sim-to-real gap on contact dynamics is the bottleneck I keep coming back to. A robot can plan a trajectory in simulation all day. The moment it touches a flexible harness or seats a clip o… - [@smsehy on X](https://x.com/smsehy/status/2107786632388903323) Task allocation across manipulators is the upstream constraint. On an automotive line, assigning the wrong arm to a clip insertion compounds into seconds of takt loss per cycle. The motion plan is dow… - [@axisrobotics on X](https://x.com/axisrobotics/status/2107125484048048135) Thanks @baseapac for featuring us. September was huge, and October will bring more! https://t.co/VjIt9GlQuK - [@axisrobotics on X](https://x.com/axisrobotics/status/2106402810015445379) KBW @kbwofficial was a hit. In Seoul we got to meet contributors from all over the world, and talk through the Physical AI data engine we're building. Thanks to everyone who stopped by and built with … - [@axisrobotics on X](https://x.com/axisrobotics/status/2105953613256503577) https://t.co/PevSCjWFlR - [@axisrobotics on X](https://x.com/axisrobotics/status/2105492974868279739) Announcing our partnership with @ManycoreTech Manycore Tech is a leading global provider of spatial intelligence, focused on accelerating the integration of AI into the physical world. Axis Suite deli… - [@axisrobotics on X](https://x.com/axisrobotics/status/2105289805005476334) Watch our CEO @chris_anm01 and @brian_armstrong share how they see robotics changing the world ⬇️ https://t.co/4PRhq9yNk7 - [@axisrobotics on X](https://x.com/axisrobotics/status/2105125173942997431) This demo shows a 97% success expert policy trained on a single RTX 4090 in ~20 minutes. The policy starts with no idea how to do the task and ends up completing it fluently, rollout after rollout. Re… - [@axisrobotics on X](https://x.com/axisrobotics/status/2104587034098811076) Physical AI's GPT moment is closer than you think. Our CEO @chris_anm01 sat down with @brian_armstrong to explain why, and how Axis is building towards it on @base. Watch ⬇️ https://t.co/bA6iqsWbio - [@axisrobotics on X](https://x.com/axisrobotics/status/2103697040484311232) A new scaling paradigm for robotic model training: from raw trajectories to reusable, composable and distillable skills. Read the full blog: https://t.co/fHQHia3ULZ Three findings from our latest expe… - [@axisrobotics on X](https://x.com/axisrobotics/status/2103483150873821667) Introducing the Open Axis Benchmark, a living benchmark engine for honest evaluation of robot manipulation models, built together with @openroboto. Robotic models evolve faster every month, while most… - [@axisrobotics on X](https://x.com/axisrobotics/status/2102974187778576388) We're bringing robots to the rooftop with @wallet. See you there 🦾 https://t.co/K0S8a5X9GN - [@axisrobotics on X](https://x.com/axisrobotics/status/2100877508099080201) Thrilled our paper has been accepted to the Physical World Models (PWMS) workshop at #IROS2026 🎉 Growable, community-driven data engine for robot manipulation: 1,800+ tasks, 1.5M+ trajs. π0.5+AXIS: 8… - [@axisrobotics on X](https://x.com/axisrobotics/status/2100419964234817769) Announcing our commercial partnership with @FeagineRobotics Feagine builds soft embodied intelligence infrastructure—from bionic flexible robot arms to embodiment-free data and the Fi0 cross-embodimen… - [@axisrobotics on X](https://x.com/axisrobotics/status/2099514545345798208) We just crossed 5M robot trajectories on @base, generated by 200K+ contributors worldwide. LLMs had the internet. We're building its physical-experience equivalent for robots. The future of robotics i… - [@axisrobotics on X](https://x.com/axisrobotics/status/2099473837658411280) Our CEO sat down with @brian_armstrong in Singapore last week to show what we're building. Data is Physical AI's biggest bottleneck, and it's exactly what our data engine is built to solve. Scaling it… - [@axisrobotics on X](https://x.com/axisrobotics/status/2098589024588062896) Physical AI will be built on data — by everyone, everywhere. Thanks @BasedIndia for having us. Watch how we're accelerating next-gen robotics ⬇️ https://t.co/HDJESNH4X9 - [@axisrobotics on X](https://x.com/axisrobotics/status/2098255387480973389) Get to know Axis Robotics in under 2 minutes ⬇️ https://t.co/69lBbL6DNb - [@axisrobotics on X](https://x.com/axisrobotics/status/2097528816562499879) Axis Weekly We've been experimenting with how to digest data better. After almost a year of building the data flywheel, the next step is a model-guided data engine: use foundation-model performance as… - [@continuumlabs_ on X](https://x.com/continuumlabs_/status/2096552348730732833) Compute deals in the billions, a $1.6B perception raise, and new ways to collect robot data without even using the robot. 1️⃣ @Figure_robot partnered with Nscale to deploy up to 100,000 GPUs on NVIDIA… - [Omai Leidi (3/3) on X: "Happy Wednesday frens👋 Everyone is watching the race to build better robots. I’m starting to think the real race is the data teaching those robots how to act. I’ve been digging into @axisrobotics, and it changed how I look at the space. At first glance, AXIS looks like… / X](https://x.com/OperationsPLS/status/2095167309207982333) Post Log in Sign up Post Omai Leidi (3/3) on X: "Happy Wednesday frens👋 Everyone is watching the race to build better robots. I’m starting to think the real race is the data teaching those robots how… - [Axis Robotics](https://x.com/Sina_hms/status/2094467521810149516) Live campaign Signal Boost Campaign Connect your X account and follow @axisrobotics — your badge lights up as soon as we see the follow. Connect →+1 PTS · credited instantly Total Trajectories 4,794,1… - [@GabrielnSpace on X](https://x.com/GabrielnSpace/status/2094350888211234898) i thought community robot data would hit diminishing returns fast but Axis Dataset V1 just made that take look stupid @axisrobotics pushed π0.5 from 83.9% to 88.8% on LIBERO Plus, and performance kept… - [Axis Robotics](https://x.com/axisrobotics/status/2093924252676452799) Live campaign Signal Boost Campaign Connect your X account and follow @axisrobotics — your badge lights up as soon as we see the follow. Connect →+1 PTS · credited instantly Total Trajectories 4,794,2… - [Cicada Market Making on X: "https://t.co/26k9SK56mf" / X](https://x.com/axisrobotics/status/2093684446465798629) Post Log in Sign up Post - Cicada Market Making @cicada\mm Inside Robotics and Physical AI Featuring insights from Axis Robotics In 2026, the artificial intelligence industry learned to solve the comp… - [@axisrobotics on X](https://x.com/axisrobotics/status/2093217040295465183) Announcing our partnership with @Dexmal_AI About Dexmal: Dexmal is a technology company focused on general-purpose embodied intelligence, committed to building intelligent, useful, and trustworthy rob… - [@em3kagmi on X](https://x.com/em3kagmi/status/2093212897023271321) Many People believe Physical might be unachievable not because robots lack arms or GPUs rather, because robots do not have enough real training data. Normal AI LLM can train on text that already exist… - [Axis Robotics × Booster: From Digital Twins to a Robot Data Engine](https://x.com/axisrobotics/status/2092884880430661971) Back How task-aligned simulation, real demonstrations, and continued pretraining can make each new Booster task easier to build than the last. Robot learning has a model problem. More importantly, it … - [Axis Robotics × Binance Wallet Campaign: Participation Guide](https://x.com/axisrobotics/status/2092505850024014172) Back Axis Robotics launches an exclusive robot-data campaign on Binance Wallet. Binance Keyless Wallet users get their own task set on Axis Hub and their own reward pool of 1,500,000 Axis Points, sepa… - [@axisrobotics on X](https://x.com/axisrobotics/status/2092496995760136399) 2/ What you're actually doing Axis is the compounding data engine for physical AI. Every task you complete on Axis Hub is a robot trajectory — real training data for real robot policies. You do the de… - [Axis Robotics on X: "Axis Robotics x @BinanceWallet is live. 1,500,000 Axis Points. 30 days. Reserved exclusively for Binance Keyless Wallet users. Teach robots. Sign your data on Base. Get paid in Points from a pool that's entirely separate from the main product. How it works:" / X](https://x.com/axisrobotics/status/2092496983378506197) Post Log in Sign up Post Axis Robotics on X: "Axis Robotics x @BinanceWallet is live. 1,500,000 Axis Points. 30 days. Reserved exclusively for Binance Keyless Wallet users. Teach robots. Sign your dat… - [@axisrobotics on X](https://x.com/axisrobotics/status/2091797746114244876) Axis Weekly Last week, we closed the remaining replay and runtime gaps between the browser, policy server, and physics stack — then scaled the coverage of our task generation engine (TaskGen). An arti… - [Improving Robot Manipulation Policies with Verifiable Short Correction Snippets](https://x.com/axisrobotics/status/2090712182598312206) Back Introduction DAgger-style correction is the engine of post-training improvement: when a policy fails, a human takes over, steers the robot back on track, and the resulting trajectory goes back in… - [FAQ | AXIS ROBOTICS](https://x.com/axisrobotics/status/2090351676880486648) 01Getting Started16 What do I need to use Axis Hub? A modern browser (Chrome, Firefox, Safari, or Edge) on a desktop or laptop. No GPU, no downloads, no special hardware. The physics engine — MuJoCo, … - [Axis Robotics on X: "Finally, we’ve made it into the Top 3 DApps on @Base. Base is the hub for Physical AI. 🤖" / X](https://x.com/axisrobotics/status/2090317609514508558) Post Log in Sign up Post Axis Robotics on X: "Finally, we’ve made it into the Top 3 DApps on @Base. Base is the hub for Physical AI. 🤖" - Axis Robotics @axisrobotics Finally, we’ve made it into the T… --- Source: Roboterminal · https://roboterminal.app/companies/axis-robotics.md