PUMP The public sale has ended, and originally I was also in a large amount Bybit， Only 1/2 was placed on the chain, and in the end, only the one on the chain was successfully hit. Fortunately, there was no early hedging Speaking of which, recently AI Many people in the community are discussing VLA（Vision‑Language‑Action） I specifically researched whether anyone is working on an on chain project VLA Related, I saw this CodecFlow @Codecopenflow I bought some of the project. == CodecFlow What is this project doing== Give a brief introduction VLA，VLA It's a way to make AI A model architecture that is not just 'able to say', but 'able to do'. traditional LLM（ likeness GPT） It can only understand language and provide suggestions, but it cannot operate manually, click on images, or grab objects. VLA The meaning of the model is to integrate three major abilities: 1. Vision（ Visual: Able to understand images, screenshots, camera inputs, or sensor data 2. Language（ Language: Understanding human natural language instructions 3. Action（ Action: Generate executable instructions, such as mouse clicks, keyboard inputs, and controlling robotic arms CodecFlow They are doing on chain work VLA， All operational processes can also be on chain, auditable, verifiable, and settled. Simply put, it is the infrastructure of an "AI robot". ==Why do I pay special attention to this project? == I found that their developers are VLA The hottest open source project in the field LeRobot The core contributors! LeRobot It is built in the open source industry VLA The top-level base of the model includes SmolVLA Waiting for a lightweight device that can run on a laptop VLA。 This team truly understands VlA Understand the architecture Robot of I see that they are also continuing to build, and the coin price is steadily rising. I am very optimistic about it myself VLA Track, and from an overall trend perspective VLA Robots are indeed the future in the market. • Web2 Giants (Google, Meta, Tesla) are currently fully committed VLA & Robot training; • Web3 Very few projects are capable of executing tasks VLA Applications are still very scarce • VLA There is a chance to DePIN、Web Automation、 On chain AI Agent Execution and other scenarios play a huge value. CA：69LjZUUzxj3Cb3Fxeo1X4QpYEQTboApkhXTysPpbpump Always DYOR。