I have come across another event for @ Mantle-Official, and I happen to be able to participate in it. It feels a bit interesting. I can't continue to be in a daze on Monday today. I need to increase my efforts and start outputting a wave Actually, when researching the Mantle ecosystem before, I was thinking about a question: if AI truly participates in on chain security, will it change the experience of many ordinary users? So I came up with a tool concept, temporarily called Mantle AI Scam Guardian, which can be understood as an AI security guardian dedicated to monitoring risks for users. The idea is actually quite simple, as fraud in the cryptocurrency industry has always existed. Many people first encounter DeFi not because they are losing money in the market, but because they have been tricked by fake contracts, phishing websites, or honeypot pools. I almost stepped into a similar pit myself. At that time, it was a mETH staking pool that looked very similar to the official one. If I hadn't checked a little more later, I would have basically entered it. Even my previous personal account was stolen, which is also an account that has been in operation for many years. Due to accidentally clicking on the link, my previous efforts were in vain, so safety is really important. Let's get back to the point. The core idea of this tool is to enable AI to continuously monitor key behavioral patterns on the Mantle chain. For example, analyzing the structure of newly deployed contracts, capital flow paths, changes in liquidity, and abnormal trading behavior. When the system detects certain typical risk patterns, such as a large amount of funds entering and quickly withdrawing in a short period of time, or contract structures that are highly similar to known fraud templates, it will give a risk score and remind users to pause interaction. @0xMantleCN itself is actually very suitable for this application scenario. Its modular architecture and EigenDA data availability layer enable on chain data to be efficiently read, coupled with lower gas costs, allowing AI to scan and analyze more frequently without incurring too much cost. If combined with smart contracts in the future, more automated risk reminders and even community tagging mechanisms can be implemented. I personally have always believed that the most valuable aspect of AI in the encryption industry is not predicting prices, but reducing information asymmetry. Safety is the most typical scenario among them. Many scams actually have obvious patterns, but ordinary users don't have time to analyze them, and AI can help everyone with the first layer of filtering. When conceptualizing this content, I used AI to search for some Mantle technical materials and safety cases to organize my thoughts. But the logic, usage scenarios, and ideas of the entire tool all come from my own experience. To me, AI is more like a research assistant than someone who thinks for me. This article does not constitute investment advice, it is only a personal sharing of opinions