🤑 @wardenprotocol is not simply about moving AI onto the blockchain in a crude way, but rather starting from the underlying architecture to lay the foundation for the direction of "AI + blockchain." Their network's layered design is quite clever, with the base layer being the Warden Chain based on Cosmos, which is particularly suitable for handling computations that do not need to be completed synchronously, relying on a mechanism called x/async. This aspect is crucial for AI, as many model inferences are asynchronous. But what's even more interesting is the middle layer—SPEx, which stands for Statistical Execution Proof. In simple terms, it does not require the laborious task of proving every computation step like zero-knowledge proofs do, but instead uses probabilistic sampling combined with decentralized consensus to verify whether the outputs of the AI model are reliable. This step is a core technological highlight of Warden, being efficient while maintaining credibility. Finally, there is an application layer on top, which includes development toolkits like the Warden Agent Kit, specifically designed for developers to build "AI-native" smart contracts and agents. This step is quite similar to opening a new operational space for Web3 developers, allowing them not only to write if-else statements but also to use models for logical decision-making. In summary, Warden is not just enabling the blockchain to call AI; more importantly, it addresses the critical issue of "how to ensure the results of these calls are trustworthy." Once these foundational elements are in place, we may truly see a batch of "smart dApps" emerging, rather than just contracts that can only perform basic tasks like moving bricks. The key is that there is a leaderboard activity on @KaitoAI, and you must participate; you can also pay more attention to the projects on @arbitrum, which are currently very popular!! @shoutdotfun's first coin $ENERGY has surged dozens of times since its launch, and you can also keep an eye on $SHOUT, $Bane, and $Chao!!