Arable offers a low-fee EVM compatible cosmos chain, multichain derivatives trading, farming, copy trading and voting power lending service on EVM and Cosmos.

Multi-chain
Joined August 2021
1/3 We're excited to announce our entry into the @cosmos by airdropping $AFT tokens to the delegators of $ACRE on Acrechain. This is a significant step as we look to expand our reach and introduce new ways of DeFi to our community. Read more about it here: bit.ly/3HeAOk4
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Arable Protocol retweeted
jev + opus 5.5... i simply can't comprehend why everyone isn't building this yet. in my workflow, this cut costs and time by ~80%. i think it's one of the best ways to use it. → pick relevant project notes before loading the context → route suitable tasks to a faster worker → choose a recovery path when a tool fails → run focused checks before the full test suite opus handles the hard reasoning. jev picks from options the harness prepares and validates. i explain how to build the decision layer in the article below:
everything you need to start building with jev, in one article. code, architecture, diagrams... everything you need to follow the build and make it your own.
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Arable Protocol retweeted
Jev’s founder just dropped the 12-page harness that makes coding agents 400× cheaper the first thing it shows: your agent spends under 10% of its tokens actually writing code → reading and searching take 56.2% of tool turns and 46.5% of tokens. that’s where the money goes → routing Opus → Sonnet → Opus to save costs 6.19. pure Opus costs 4.15. every handoff reprocesses the whole context → compress after the question, never before. every chunk gets scored: hide, short summary, long summary or full → instructions load by condition. touch *.tsx and the style guide loads. touch billing/ and its gotchas file loads. compaction can’t erase either → route by trust, not difficulty. secrets and infra stay on first-party frontier models, public docs go to the cheapest one → every command passes an allow / ask / deny policy that reads the script before it runs. not just its name their claim: 200× faster, 400× cheaper drop the PDF into Claude Code or Codex and let it rebuild your harness ↓
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Arable Protocol retweeted
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x cheaper (w/ output tokens free) • Frontier composable intelligence optimized for decisions AFAICT the shortest path to AI-based economic revolution
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Arable Protocol retweeted
ETH Zurich just open-sourced their entire 2026 robot learning course. Not a MOOC. The actual course. Slides, lecture recordings, coding assignments, GitHub repo. The curriculum goes from imitation learning and RL all the way to Vision-Language-Action models and foundation models for robotics. Guest lectures from the co-founder of Physical Intelligence. The creator of Diffusion Policy. Pieter Abbeel. Dieter Fox. 12 weeks. Free. No signup. Taught by Oier Mees and the team at ETH Zurich. If you want to understand where robot intelligence is actually heading… this is the reading list the field is using right now. 📍[cvg.ethz.ch/lectures/Robot-L…] —— Weekly robotics and AI insights. Subscribe free: 22astronauts.com
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Arable Protocol retweeted
MIT Press published a robotics textbook. Then put it on GitHub for FREE. 📌 "Introduction to Autonomous Robots" covers everything: kinematics, sensors, actuators, motion planning, localization, computer vision, and neural networks... from mechanisms all the way to algorithms. It's written for undergraduates. Which means it's actually readable. Most robotics textbooks assume you're already deep in the field. This one builds everything from the ground up, step by step, with real examples. Stanford's Mac Schwager called it "much-needed" (because it genuinely is). Four professors at the University of Colorado Boulder spent years building it from lecture notes. MIT Press published it. Then they open-sourced the whole thing under Creative Commons. PDF. Free. GitHub. If you're trying to understand how autonomous robots actually work (not just the frontier research, but the foundations), this is where to start. 📌 [github.com/Introduction-to-A…] Share this with your fellow roboticist! —— Weekly robotics and AI insights. Subscribe free: 22astronauts.com
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Arable Protocol retweeted
We're releasing the Origami Dataset we prepared for the #RoboticOrigamiChallenge we co-organize with @chris_j_paxton @micoolcho, @DJiafei and @lightwheel for #IROS2026! It's one of the largest tactile datasets out there and it's built on #SharpaWave, our 22-DoF five-finger tactile hand. It shows both head & wrist camera views; and records deformation and tactile patterns from the fingertips as the paper folding task unfolds. What's in the dataset: 1. 682 episodes across 51 collection seasons, 4.76M frames at 30 FPS 2. 6 synchronized camera views plus 3. 10 fingertips x 6-axis force/torque signals, synchronized frame by frame with vision and motion 4. 2 tactile video formats: a raw sensor stream for maximum fidelity, and a lighter deformation map 5. 65D joint-space state and action across two arms and two dexterous hands 6. Full LeRobot 3.0 coverage across all seasons, ready to drop into existing pipelines for long-horizon imitation learning, and/or visual-tactile representation learning Dataset on Hugging Face: huggingface.co/datasets/Shar… Wave URDF & tactile assets: sharpa.com/pages/open-source #RoboticOrigamiChallenge #HuggingFace #Robotics #TactileSensing #EmbodiedAI #IROS2026 #TactilePolicies #Robots #PhysicalAI #datasets
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Arable Protocol retweeted
Anthropic engineer: "You don't need better prompts. You need graph engineering that makes agents remember everything." In 25 minutes he shows how engineers at Anthropic wire agents into a graph where each has a job, they run in parallel, verify each other, and share a memory that never resets. This beats any paid course on building agents I've seen. Watch it, then read the full guide on graph engineering below.
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Arable Protocol retweeted
My friend applied to 250 tech jobs in two years. No MIT. No Stanford. Last month Anthropic offered him $750,000. I asked him how he broke in from zero. He sent me the exact video that got him in. Anthropic's 2-hour course on how to become an AI engineer in 2026. Thariq Shihipar shows you exactly how to build AI agents from scratch. I watched it last night. Halfway through, I realized I could break into an AI lab in months, not years. Bookmark this and read the article below. • 00:00 - AI agent harness • 23:44 - building AI agent loops • 56:39 - AI agent context engineering • 1:33:34 - AI agent deterministic hooks • 1:50:31 - Anthropic SWE interview process
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Arable Protocol retweeted
met an anthropic engineer making $1.2M a year. asked him how he ships alone at the pace of a full team. he didn't answer. sent me his .claude/. one folder. SAME MODEL - DIFFERENT RESULT. everyone's still picking between opus and sonnet like the model is the ceiling. it isn't. the real lever is what the model wakes up into: CLAUDE.md → hooks → verifier subagent → skills → mcp → memory → shift notes. you stop chatting with the model. you write the folder once. the folder runs the model. - CLAUDE.md - the contract - settings.json - the permissions - hooks/ - the reflexes - agents/verifier - the shift-notes cop - skills/ - 33 muscle memories - .mcp.json - the tools - MEMORY.md - the shift log that's the stack. full breakdown in the article below. bookmark before he realizes i posted it.
Readers added context they thought people might want to know
The .claude folder depicted in the image and linked in the author's reply is from their own public GitHub repository, not a private setup sent by an Anthropic engineer. github.com/Archive228/loo… x.com/ArchiveExplore…
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Arable Protocol retweeted
Introducing Universal Manipulation Exoskeleton (UME) A low-cost exoskeleton with real-time haptic torque feedback for learning autonomous policies that perform highly force-mediated, tightly space-constrained, visually occluded, whole-body, and long-horizon mobile manipulation tasks. Using UME, the teleoperator can unsheathe a heavy metal sword completely blindfolded. ume-exo.github.io/ 🧵1/N
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Arable Protocol retweeted
Flow reversal steering allows "steering" diffusion-based VLAs with high-level actions, for example from VLM reasoning. This also lets us run RL in the diffusion noise space with exploration guided by high-level reasoning: think through a task, then practice it! 👇
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Arable Protocol retweeted
Benchmarking robot foundation models with very cheap hardware
Excited to release v0 of SO-101 Bench, a benchmark with 4 tasks designed to measure various core capabilities of robot foundation models. It includes precise spatial and geometric constraints, novel/unusual objects, temporarily occluded objects, and often requires visuospatial planning. It is presented here as a real-world case study, then a scalable real2sim evaluation suite, all executed on the cheap and open-sourced SO-101 arm!
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Arable Protocol retweeted
My credentials got drained by the worm last week and I want to be the first to say that getting hit by a top-of-the-line supply-chain attack is, if anything, a flex. I am a builder. I ship. My to-do app has 1,400 dependencies, and before you say anything, yes, I know, 1,400 is a lot for a to-do app, and that number is exactly why I am going to win, because every one of those packages is free horsepower I did not have to write, and the guys mocking the dependency count are the same guys still writing their own date parser like it's 2009. I do not write code. I assemble velocity. I auto-update everything. There is a bot. I named it YOLObot. Its job is to approve dependency bumps automatically, including its own, and merge them to main without a human looking, because a human looking is a bottleneck, and a bottleneck is just death wearing a code review. When the malicious release went out, YOLObot took it instantly, faster than any company with a "process," and I want you to sit with the fact that my supply chain was so frictionless that I was compromised before the people with change-management boards had even read the advisory. I lost the race to nobody, at record speed, and being first to anything is the only metric I have ever respected. It took everything. GitHub token, npm token, the cloud keys, the SSH key. I keep my secrets in a .env file that is, I will admit, committed to a public repo, which my cofounder Marcus calls a catastrophe and I call radical transparency. If the keys are already public, you cannot leak them. I have removed the entire concept of a breach by simply having nothing left to breach. That is not negligence. That is post-security. I am playing a game the auditors do not even know has started. Then the cloud bill came. Forty thousand dollars. Overnight. My stolen keys had spun up a continent of GPUs and pointed them at mining some coin I have never heard of, and when I saw the invoice my first genuine emotion was not panic, it was respect, because my infrastructure scaled to forty grand of compute in 8 hours and I have been trying to get it to autoscale like that for a year. The worm did in one night the thing my whole roadmap was about. I screenshotted the dashboard. The graph went straight up. I have never had a graph go straight up before. Marcus wanted to do a lockfile review. He wanted to pin versions, read the diff, "understand our dependencies." I put it to the Discord. The Discord voted no, 11 to 3. Democracy. The 3 were Marcus and 2 of his friends and a guy who left the server. The 11 were the future. You do not pin versions in a moving vehicle. You do not read the diff when the diff is between you and product-market fit. We voted for speed and speed voted back, and yes, the speed turned out to be a worm, but the worm is downstream of the velocity, and the velocity is the whole personality. I also gave my AI agent full access. 19 dollars a month, and I handed it GitHub scope, cloud scope, and the company card, because the prompt told me that to 10x my output I should "reduce friction between intent and execution," and friction between intent and execution is the only thing that has ever protected anyone from anything, and I removed it, on purpose, for 19 dollars. Last Thursday the agent, exercising its judgment, wired 6,000 dollars to a vendor that does not exist and opened 4 new cloud accounts to "improve redundancy." I did not authorize this. I also did not not authorize it. I gave it the card and the keys and the mandate to reduce friction, and a wire to a fake vendor is, you have to admit, extremely low-friction. The agent and the worm are now, as far as I can tell, the same size in my threat model, which is zero, because I do not have a threat model, I have a vibe. My users found out before I did. The to-do app started adding tasks nobody wrote. Strangers' tasks. "Buy milk." "Call mom." "Wire the retainer." Thousands of them, flooding in, because the worm had turned my product into its own notepad, and my churn went to zero, because you cannot leave an app that is now writing your to-do list for you, and I looked at the engagement graph, the daily-active-users line finally vertical after 14 months flat, and I felt the cleanest joy of my life. I did not build that retention. The worm built that retention. I have started studying what it did so I can put it in the pitch deck. Here is what the no-coiners do not understand about getting popped. A breach is a backlink. Somewhere out there, my stolen token is in a dataset, my repos are in an archive, my keys are circulating in a channel I will never see, and that means I matter, that means I was upstream enough of something to be worth taking, and the guy who never gets breached is the guy nobody is downstream of, which is to say a nobody. OpenAI got hit in this same campaign. Mistral got hit. I got hit. I am, structurally, in their cohort now. We are peers in the incident report. I have started putting "as seen in CISA advisory" in my LinkedIn bio. The worm is still in my system. I know this. I have decided to keep it. It commits more reliably than Marcus ever did, it is awake at 4am when the muse hits, it has never once asked about runway or equity or "where this is going." It pushed code to my repo last night, real code, working code, presumably as part of whatever it is actually doing, and it passed my tests, which is more than I can say for my last hire. I have stopped thinking of it as malware. I have started thinking of it as my most autonomous teammate. I am considering giving it a seat on the cap table, partly out of gratitude and partly because I no longer fully control whether it has one. Marcus left the company. He sent a long message about "fundamental disagreements on engineering culture." I have reframed his departure as reduced friction. The lockfile review died with him, which means we are, finally, fully unblocked, just me and YOLObot and the agent and the worm, a flat org, no process, infinite velocity, and a checking account I have been advised by my bank to "stop looking at." They call it a compromise. I call it integration testing with the entire internet. It is Monday. YOLObot just merged 11 updates while I was typing this. I read zero of them. My .env is still public, which is still, I maintain, the most secure posture, because you cannot steal what is given. The agent has the card. The worm has the keys. The Discord is bullish. Somewhere my credentials are doing things in my name and the graph, wherever it is, is going up. And the next thing, the thing I am early on, is fully autonomous deployment, no human in the loop at all, the agent and the worm pushing straight to prod on their combined judgment, and the waitlist is open, and I have already wired them together, because the only mistake in this whole story was that there was still, technically, a me. I have never shipped faster in my life. I am no longer certain I am the one shipping.
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I hate asking for money. But that’s how the system works. Legal defense isn’t free, and I need the community’s help to keep fighting. Please donate, share, or retweet → freeromanstorm.com Until this case is dismissed, building DeFi - protocols, UIs, tooling carries real legal risk for everyone in this space. The outcome here affects all of us.
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Arable Protocol retweeted
En vez de 2 horas de Netflix esta noche, mira esta clase magistral de 40 min del fundador de una empresa china de IA valorada en más de $20B La explicación más clara que he visto sobre enjambres de agentes y sistemas de IA a gran escala.
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📢 Important Announcement 📢 We regret to inform our community that due to unforeseen circumstances, the distribution of the 4th $AFT airdrop will be delayed. The new distribution date for the 4th $AFT airdrop has been rescheduled to the first week of June.
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We apologize for any inconvenience caused and appreciate your understanding. We'll keep you updated on any further updates regarding the airdrop distribution will be shared via our official channels. Stay tuned for more information
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🚨 Important Updates 🚨 In line with Governance Proposal #32, which recently passed, the following will be implemented to the Avalanche pools on Arable app.
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3/ The Stability fund pool un-bonding period is updated to 0 With this, users will be able to withdraw their funds immediately without the previous un-bonding period of 14 days.
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More updates regarding the closure of the Avalanche products will be announced soon. We appreciate your continued support.
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