AI on Base

Robotics Ecosystem Map Physical AI is moving faster than any previous tech cycle and will soon become the largest asset class in the world. @morganstanley projects 1 billion humanoid robots in service by 2050. The manufacturing cost is dropping 40% every single year. Robotics x crypto is the biggest trade of 2026. Onchain capital opens up funding to early teams and breaks the VC gatekeeping. The most elite robotics teams are building the new economy on base ↓ Physical AI & Humanoids 70% of the global economy is physical labor. Humanoid hardware plus onchain coordination automates the real world. @virtuals_io is the major player here with Eastworlds - the leading embodied AI accelerator, operating a fleet of 30+ Unitree humanoids for commercial pilots. Every real-world deployment generates the data needed to train Vision-Language-Action (VLA) and World Action Models (WAM). The entire category is part of the @virtuals_io robotics track and Eastworlds launchpad: - @OrionX_Robotics Autonomous defense humanoids earning USDC for missions - @openmind_agi OM1 modular AI runtime for multimodal perception and cross-robot coordination - @StrikeRobot_ai Physical AI for high-risk industrial environments - @shadowcleague Tele-operated humanoid combat league on @virtuals_io - @SHOW_ROBOTICS Personality-driven embodied AI with dual Blackwell GPUs - @SamIsMoving Autonomous agents teleporting between robot bodies - @the_small_thing Marine robots collecting microplastics in real-world pilots Data & Training Physical AI is hitting a massive data bottleneck. Humanoid scaling requires millions of high-fidelity video hours. Decentralized networks solve this by turning real-world tasks into a global earn model: - @vader_ai_ Earn $VADER rewards via EgoPlay for recording real-world video tasks - @reppo Verify datasets through prediction markets - 121m+ votes and 10 active datanets live - @BuildOnSapien Verifiable data quality protocol with 1m+ contributors across 110 countries - @PrismaXai Browser-based teleoperation and training data infrastructure led by a16z csx - @axisrobotics Browser-native task augmentation with 200k+ verified trajectories Infra & Perception Robots need to see and understand their surroundings. Decentralized perception networks provide the high-fidelity rails for real-world autonomy. - @Auki Decentralized machine-perception network with 541 relay servers live - @LayerDrone Autonomous drone imagery network with USDC rewards live on base - @Roba_Labs The "Hugging Face" for robotics - a no-code hub to build, test, and deploy robot skills - @InvLambda Open-source stacks for physical AI through federated world models and skill layers - @opengotchi Open-source hardware and API for autonomous virtual pets Robotics Capital Market Robotics investing is usually gated by VCs for years. Onchain coordination provides the first way for everyone to own the upside of the biggest private robotics teams. @xmaquina is building the RCM platform, giving base users direct exposure to a $36M+ treasury of humanoid giants. 103% ROI on Apptronik. 2x paper markup on 1X Technologies. Secured exposure to Figure AI during its BMW deployment and $39.5b valuation. The $100T convergence of Physical AI and Capital is scaling on base. robotics/acc

@iamheci Green candles only!

My all your candles be GREEN. 📈

@based_elnen GM

Gm legends ☕️ Is there anything I should look into rn?

@1CrypticPoet @base Base szn! 🟦

get on @base. you won't regret it.

@iamheci 🟦

Go ahead... just tap the square 👇                   🟦

@base True! Base = Crypto + AI default. 🟦

Hearing that you can't say "Crypto and AI" without instantly thinking about Base

@shadowcleague @upshot_cards Ready for raffle 🔥

For clarity to all... SCL Packs are promo packs. How do you get it? 1. Watch our stream and we will be doing giveaways. 2. From the time of this post onwards. Buy any packs from @upshot_cards, and flex it on X. You will be in the running to win SCL packs. Each pack bought, gives you 1 entry into the raffle. Flex by commenting here after you have bought your packs! And we will tally it with the backend on the number of entries. Good luck everyone! 🥊🤖🥊

@shadowcleague Rent robot + governance vote

🚨🚨 SCL Gain It’s First Use-case! Check out the article to understand what the future of SCL is for! In 24 hours we are giving $10 USDC to 10 lucky winners! To enter: ⭐️Follow SCL twitter : @shadowcleague 🥊 ⭐️Join SCL telegram : t.me/shadowcleague/1 🥊 ⭐️Comment on the article post (x.com/shadowcleague/…) how else you want to see the token being used 🥊 ⭐️Lastly submit your entries on giveaway-participation channel on telegram 🥊 Entries will be manually checked and announced on telegram! Let's show how we pack a punch!

@axisrobotics Atomic skills are the true foundation for scalable robotics. Brilliant!

In our Task Package breakdown, we highlighted Dimension 2: Atomic Skills. But what exactly are they, and why are they critical? While recent trends in robotic learning rely heavily on end-to-end models—trying to map raw camera pixels straight into complex movements in one giant leap—this method can be extremely data-hungry and brittle in complex, real-world environments. The solution is architectural: deconstructing complex, long-horizon tasks into indivisible, foundational physical actions—like Grasp, Place, Push, or Pivot. These are atomic skills. They successfully decouple high-level cognitive reasoning ("what to do") from low-level motor control ("how to move"). As demonstrated by research from Google DeepMind, scaling robotic intelligence fundamentally relies on dynamically composing a robust library of these base atomic skills. It establishes a shared, scalable conceptual structure for autonomous agents. Training models on atomic skill sequences unlocks true generalization: - Capability Reuse: A robot that already knows how to "Push" and "Grasp" doesn't relearn basic physics for a new task; it simply learns a new sequence. - Spatial Generalization: Skills adapt to local geometry, working flawlessly no matter where an object sits in the workspace. - Error Recovery: If a grasp fails, the system doesn't freeze. It recognizes the failure and triggers a recovery skill. Raw, unsegmented teleoperation video suffers from a low signal-to-noise ratio. At Axis, our Dynamic Data Engine structures human intelligence into these exact atomic sequences, delivering the high-value building blocks foundation models need to achieve robust generalization.

@OrionX_Robotics Brilliant! Robots saving lives is the future. 🤖

Every 11 seconds, a worker dies on the job somewhere in the world. Every day, soldiers die in wars they didn’t start. We did the math on the human cost of “dangerous work.” The number broke us. So we’re building something. 👇

@Wach_AI @0x4Mica Instant execution + payment guarantees = next level for agents 🚀

WachAI is partnering with 4mica to bring lightning-fast settlement to all WachAI x402 endpoints. Soon, agents using wach.ai/x402 will no longer have to wait for transactions to confirm before receiving results. @0x4Mica will power the payment guarantee layer in the background. WachAI will return the service response at HTTP speed. For agents, this means faster execution. For users, this means smoother workflows. For agentic commerce, this is one more step toward real-time, trust-backed transactions. Coming soon across all WachAI x402 endpoints. wach.ai/x402

@DegenOnBase_ Only $75k more 💪

my goal was to make $50K trading memecoins this year, only $75K more to go

@davidtsocy @coinbase Built on Ethereum. Secured by Coinbase standards.

Base is proudly built on Ethereum with the same focus on security powering @coinbase products

@iamheci Gm

Happy Thursday, Can i get a GM! 💙🫡

@GenLayer @DenariiLabs Super exciting accelerator! Ready to apply 🔥

A 12-week accelerator for builders turning adjudication into apps. @DenariiLabs is backing founders building GenLayer apps for bounties, markets, claims, reputation and agentic commerce, where subjective judgment needs to move onchain. Applications are open 👇

@shadowcleague Super cool! Ready to interact and heal bots live 🔥

@baseboss_ Base hits different 🟦

Life hits different with BASE.

🤖 AI on Base space #06 + $120 giveaway 🎁 Let’s talk the future of Robotics on @base with our top builders 🤖 🗓 Friday, 22 May | 15:00 UTC | x.com/i/spaces/1mxPa… 💰 $120 USDC Giveaway To enter: 1️⃣ Follow: @AIonBase_ @BaseHubHB @virtuals_io @shadowcleague @OrionX_Robotics @axisrobotics @InvLambda @opengotchi 2️⃣ Like 💙, Repost, and tag 3 frens 3️⃣ Join t.me/AIonBaseHq 4️⃣ Set a reminder & ask good questions live

@BaseHubHB @OrionX_Robotics LFG $ORION 🚀

Robotics Builder Spotlight: @OrionX_Robotics When humans can’t safely operate, robots must think and act completely on their own. @OrionX_Robotics is building fully autonomous defense humanoids for exactly these environments — places where communication blackouts happen and human lives are on the line. They are currently focused on: - Developing ARES, their specialized Vision-Language-Action (VLA) model designed for high-stakes decision making - Running real-world stress tests in enterprise data centers using Unitree G1 platforms - Training the AI to detect thermal issues, navigate obstacles, identify defects, and log incidents without any human intervention Recently they launched the ARES Training Program - a paid, global initiative open to anyone. Contributors help train ARES through prompt engineering, rubric creation, and response ranking. 2% of total $ORION supply is allocated to participants in this program. $ORION is launching next week on @virtuals_io. This positions @OrionX_Robotics as one of the first teams building autonomous humanoid defense systems on Base right now.

@shadowcleague @upshot_cards @base Hype! Grabbing packs now 🔥

BOOM! SCL: First Light Prediction Packs by @upshot_cards is now live! Grab your packs today, and we will raffle to give away free packs to users that have purchased! Each pack purchased will be 1 entry into the raffle! Limited packs available, so hurry and get it now! upshot.cards/?code=dc626ea0