0 @0fromscratch

@yesilcrypto @standard_rsv Big labor @0xbeans

As a computer engineer, I created a mini-game for @standard_rsv . I researched the project and created the content. Now I've coded and finished the game and uploaded it to Vercel. Go ahead and play it and share your scores in the comments ! 🔗 standard-rsv-by-yesilcrypto.vercel.app I wanted to do something different from everyone else. You climb a tower and earn points. The higher you climb, the higher your score. We can have some fun while waiting for the launch. I'm waiting for your suggestions, thanks in advance @0xbeans

Catz in da Hood... @Catzindahood_ Put the word out. catzindahood.xyz/w/0fromscratch…

@yesilcrypto @standard_rsv ohh joinedd . big labor @standard_rsv

Hey everyone ! As a computer engineer, I’ve been diving deep into the Standard Reserve ( @standard_rsv ) project and reading through its whitepaper recently. They’ve essentially built an autonomous, fully code backed Central Bank simulation with zero human intervention. It really caught my attention let me break down how it works in plain, simple terms 👇 Here’s the core concept : There’s no board of directors, no DAO votes, and no active dev team pulling the levers. The entire system runs on a 4,000 line immutable smart contract. This algorithm looks at just one key metric: Net ETH flow entering or leaving the Uniswap V4 pool. It ignores wash trading and bot volume. It only measures real capital flow and continuously adjusts its interest and issuance rates accordingly. The system operates in two main modes : 📈 Capital Inflow (Expansion) : When net flow is positive, the system assumes growth and cranks up emission rewards. Trading fees flow into the Expansion Vault to buy tokenized gold and deepen liquidity, stacking hard reserves for the bank. 📉 Capital Outflow (Contraction) : The moment heavy selling starts, the code immediately shifts to defense. It slashes token emissions and routes fees to the Contraction Vault to buy back solana:2mfyXkzLWBZTVfwZrQwS3Nf1x5Vd59s1fGbRwEFxpump from the open market and burn it. So where do we fit in? Here, the game is all about acting as a "Banker." To run a bank, you need an NFT called a Charter (the initial 1,000 Genesis Charters will be completely free to mint). This Charter serves as your main banking license. By opening "Branches" under your Charter, you claim a share of the daily emitted currency. This is where the engineering side gets really interesting: To expand your bank and open new branches, you have to buy licenses via daily Dutch auctions paid exclusively in solana:2mfyXkzLWBZTVfwZrQwS3Nf1x5Vd59s1fGbRwEFxpump. And here’s the kicker: 100% of the solana:2mfyXkzLWBZTVfwZrQwS3Nf1x5Vd59s1fGbRwEFxpump paid for branch licenses is permanently burned. If you want to grow your market share, you are forced to destroy circulating supply. Brilliant deflationary design. You might wonder : "What happens when I want to cash out my earned solana:2mfyXkzLWBZTVfwZrQwS3Nf1x5Vd59s1fGbRwEFxpump ? " That’s where another clever mechanism comes into play: The Inverted Bank Run. When you close a branch to withdraw funds, the protocol levies a "Resolution Fee." On quiet days, this fee is near zero. But if everyone panics and rushes for the exit at once, the exit fee skyrockets. In traditional banking, a bank run punishes the last person standing. Here, it’s the exact opposite! 50% of the heavy exit fee paid by panicking withdrawers is burned, while the other 50% is distributed directly to the Bankers who stay put. The panic-sellers literally subsidize those who hold their ground. To sum up the flywheel : Inflow of ETH - Stacks gold reserves, hardens the balance sheet. Bankers want growth - solana:2mfyXkzLWBZTVfwZrQwS3Nf1x5Vd59s1fGbRwEFxpump is burned, supply shrinks. Market panic - Emissions cut, exit penalties reward loyal bankers, buybacks kick in. In every scenario, the math is engineered to protect the system's core value. My personal take : After analyzing countless copycat crypto projects and ponzi tokenomics over the years, seeing pure, game-theoretic architecture like this is refreshing. Using code to turn human greed into a mechanism that benefits the protocol is super smart. Bottom line : Definitely keep an eye out for the upcoming free Genesis Charter mint (1,000 supply). Getting in early and managing your branch structure properly could offer a massive strategic advantage. Official links : 🌐 Website : standardreserve.xyz 📄 Whitepaper : standardreserve.xyz/whitepaper 𝕏 Account : @standard_rsv

@yesilcrypto @axisrobotics He is a Axis man

Axis Robotics August updates are moving fast 🦾 I think August has been one of the most active months for @axisrobotics so far, and there are still a few days left. Here are some of the developments that caught my attention: • Axis Robotics recently reached the Top 3 DApps on base , which is a pretty strong signal for the growing Physical AI ecosystem on Base. • On August 15, @axisrobotics announced an official partnership with Open Roboto , adding another interesting piece to its robotics ecosystem. • On August 13, Axis Robotics passed 3M Physical AI trajectories on Base, with the total trajectory count now above 4M. • The partnership with Booster Robotics was announced on August 6, connecting real humanoid robotics with Axis Robotics' simulation and data infrastructure. • On August 5, Dataset V1 was released, giving the community access to one of the larger open source simulation datasets focused on robotics. • And on August 3, the Axis Point System officially went live, giving contributors a clearer framework for tracking their activity. What I like about these updates is that they aren't all focused on one area. Hardware partnerships, simulation, datasets, onchain activity and contributor incentives are all developing together. I've already submitted 2 pieces of content to Kaito for this campaign, with 8 submissions remaining. Since only 6 out of the 10 submitted pieces will ultimately be selected, I'm trying to focus on making each one genuinely useful rather than simply posting for volume. I have a strong belief in both robotics and crypto, and I think the combination of Physical AI + decentralized ecosystems has a lot of room to grow. August isn't over yet, so I'm definitely keeping a close eye on @axisrobotics

@yesilcrypto @axisrobotics This is a perfect

Hi everyone, I highly recommend reading the technical analysis I prepared for @axisrobotics . Happy reading ! Fields of Review : Embodied AI, Vision Language Action Architectures, Sim2Real Transfer & Kinematic Guard Introduction and Personal Thoughts I am a computer engineer. In line with my ongoing engineering work on artificial intelligence architectures, software hardware co design principles, data pipelines, and autonomous systems, I have been closely following the Axis Robotics project with great excitement, belief, and confidence from day one As a result of my trust in this project and the technology behind it, for about a week I have been researching day and night the technical reports (techreport.axisrobotics.ai), architectural diagrams, developer documentation ( docs.axisrobotics.ai ), and official posts published by Axis Robotics. From the perspective of a computer engineer, I have authored this sincere and detailed technical article, combining technical explanations with my personal engineering insights and the visual architecture diagrams found on their platforms 1. Embodied AI and the Core Paradigm of Axis Robotics While the revolution created by LLMs (Large Language Models) in the digital world is remarkable, the most challenging domain of computer science is embodied software giving AI a physical body in the real world (Embodied AI). When you encounter a code error (exception) in the physical world, the system doesn't just crash; you risk causing physical harm to the robot, the environment, or a human. Axis Robotics addresses this issue using end-to-end learning models called Vision Language Action (VLA) instead of rigid, hard coded algorithms 💡 My Thought: When I first saw this architectural diagram in the documentation, what impressed me the most was how scalable data pipelines completely replaced the rigid, intertwined "spaghetti code" traditional robotics relies on. As a computer engineer, I must say that mapping visual and linguistic inputs directly to motor torques is extremely difficult in theory, but Axis has simplified it brilliantly by breaking it down into modular layers 2. Documentation and Software Layers Examining the developer documentation at docs.axisrobotics.ai , I observed that the software architecture is structured strictly according to clean code principles and high performance object oriented design patterns 2.1. Hardware Abstraction Layer (HAL) and ROS 2 Integration Regardless of the gripper attached or the robotic arm used, Axis Robotics provides developers with a standardized software interface. Low level CAN bus or EtherCAT packets are filtered at the HAL layer 💡 My Thought: As a computer engineer, I value software abstraction immensely. Being able to control robotic arms from different manufacturers through a single library completely eliminates hardware lock-in for developers. This is the strongest proof of how scalable and future-proof the project has been designed 3. Technical Report Analysis and the Sim2Real Paradigm The technical report shared at techreport.axisrobotics.ai reveals the mathematical foundation of the project. The biggest nightmare in the AI and robotics world the "Reality Gap" (the discrepancy between simulation and the physical world) has been solved ingeniously here 3.1 Domain Randomization and Synthetic Data Generation As clearly shown in the report, before being deployed in the real world, the robot is trained hundreds of thousands of times on GPUs using physics simulation environments similar to Isaac Sim. Visual textures, lighting angles, masses, and friction coefficients are randomized to build model immunity to real world variations 💡 My Thought: While spending a week analyzing this technical report, what caught my attention the most was the 94%+ success rate in Sim2Real transfer. In computer engineering, the success of a simulation rarely translates seamlessly into the real world. Axis running Domain Randomization with such high performance will cut data collection costs by up to 90%. This doubled my confidence in the project 4. Real Time Safety Mechanism: Kinematic Guard Because deep learning models operate probabilistically, they can occasionally produce unexpected or erratic outputs (hallucinations). Axis Robotics passes the deep learning model's output through a deterministic safety filter rather than streaming it directly to the motors. 💡 My Thought: You cannot blindly trust AI and put it straight into an industrial setting. The Kinematic Guard logic I illustrated in the code block above is a fantastic fail safe mechanism written to true computer engineering standards. Regardless of what the deep learning model predicts, having deterministic code in the background verifying physical boundaries made my trust in this project skyrocket 5. Social Media Review and Live Demos I have been watching the live test videos shared on the x.com/axisrobotics account for days. The zero shot capabilities described in theory actually work in practice. The robot dynamically adjusts its torque control in real time when grasping a transparent glass or soft fruit it has never encountered before 💡 My Thought : Analyzing the social media videos in slow motion through an engineering lens, I noticed the micro adjustments the robotic arm makes the moment it touches an object. This is concrete proof of how smoothly the VLA model processes not just visual input, but also proprioceptive (joint sense) feedback. 6. Conclusion and Future Vision After nearly a week of conducting this deep technical and architectural review day and night, as a computer engineer, I can confidently say that Axis Robotics is not merely a software or hardware project it is a revolutionary platform that will set new standards in Embodied AI. With its well structured architecture, robust software layering, deterministic safety filters, and impressive Sim2Real success rate, I have complete confidence in Axis Robotics. I look forward to following the new horizons this project will open up in industry. Just Stay Axis Robotics Thank you very much , everyone on the team 🦾 CEO & Founder : @chris_anm01 CMO & Co-Founder : @0xsexybanana Community Chief : @plpiaoliang

@commonsmade Hey @commonsmade to vouch for @VT_zero1

@commonsmade Hey @commonsmade to vouch for @rogueclaimer

@yesilcrypto @commonsmade Hey @commonsmade , vouch @yesilcrypto

@xlauralucky @commonsmade Hey @commonsmade, vouch @KendineCrypto_

@yesilcrypto @axisrobotics GO TO MOON AXIS

I joined the @axisrobotics Content Creator Program ✱ Join here : s.kaito.ai/J5SBNGM Guys , currently, I am only involved with the Axis Robotics project . I will only be providing updates related to this project How does it work? And how do I apply ? 👇 You apply through Kaito Studio and share information about Axis on X. Past posts are not valid. Only posts made from August 19th onwards will be valid. You can create a maximum of 10 pieces of content per period. The 6 pieces with the best engagement will be considered valid. You will submit these pieces of content from the Kaito page. You need to include the links to your posts. Your points are based on Kaito Mindshare, and the tasks completed by the people you invite act as a multiplier. Mindshare × Invitation Multiplier The important thing is to produce high-quality content. You should address important topics such as technical information, token information, token distribution, and the project's working logic, and you must truly create value. Epoch 1 continues until September 18th, 12:00 UTC. And it seems like $AXIS will be in Q4

@yesilcrypto @axisrobotics :ddd gAxis

In short, friends; all the posts we prepared before today are now useless. They won't count @axisrobotics First, join from here, and I'll continue explaining : s.kaito.ai/J5SBNGM Since the process started today, posts you sent before today will not be counted. I just tried and it was rejected. Just so you know, we're starting again today Stay w Axis Robotics

@yesilcrypto @axisrobotics stay w Axis

Hey everyone, right now I'm only using Kaito for @axisrobotics . But it will definitely be very important for other projects too. Please register before it's too late ! 🔗 s.kaito.ai/KDVZL2 Today I'll be reviewing the latest developments at Axis Robotics ; there are some updates. The team continues to do amazing work, and we need to keep a close eye on it. I'll share a detailed analysis shortly. gAxis 🫡

Hey everyone, the aura system has started in Kaito! Register now before it's too late! s.kaito.ai/KDVZL2 I think it will be a system similar to YAPS, but please join before it's too late. We are currently creating content for @axisrobotics and this will be very useful for that as well Stay w Axis Robotics