Recently, I have been paying attention to robotics, and I think it is a big opportunity at the track level. I happened to see some teachers in the field of AI and teachers in virtuals who were concerned about it discussing the @codecopenflow $CODEC project, and I saw its significance to RobotCis between the words, and I saw that the token once rushed to 10M, so I carried out some research. codec is a sol-based project that follows a model called VLA (vision-language-action). In fact, it is very simple to understand, it is recognition-instruction, reasoning-action. CODEC encapsulates this entire logic into an operator that can run between the cloud, edge devices, computer desktops, and robot hardware, and then divides the framework into machine (the underlying infra that provides the computation), system (the management runtime), and intelligence (the AI decision-making core that hosts the operator). Like a human being, observe the environment and the target – understand it based on the observation and instructions – and act on it. The running logic of the VLA model is actually very natural, observing through input devices such as screenshots, cameras, and sensors, reasoning based on observation and human instructions based on the visual language model, and then executing actions through UI interaction or hardware control. Mapped to the robotics domain, it can be understood that the operator obtains information based on the robot's perception hardware, and the agent sends specific operation instructions after understanding, such as putting the red ball into the box on the desktop. As for the economic model, it is mainly composed of an operator and a marketplace for computing resources, publishing the operator created by itself, and contributing GPU and other computing resources to the network to earn $codec according to usage. Looking at the technical ideas and business models of the project, it basically meets all the feasible solutions now, so the concept of the project is very large. It depends on the team, it's the developers of @Elixir_Games and LeRobot (the RealWorld Robotics Framework based on PyTorch), which is very strongly related. Let's follow up later, the technical narrative and understanding are more in line with my expectations, not as a token investment opinion~