I've been deeply experiencing #degntai these past couple of days, and I must say, I'm quite surprised by it. Essentially, this is an on-chain subjective quantitative trading tool. I dug into its entire trading logic, which has two built-in order logic systems: one is driven by a large model that feeds data such as sentiment, popularity, token trading, and price changes, and the large model makes decisions based on this; The other uses traditional quantitative indicators, like technical analysis, trading volume, and smart money wallet movements, leaning more towards traditional rational logic. These two logic systems combined actually capture arbitrage opportunities during the spread of MEME sentiment. This approach is not about capturing all profits from trends but focuses on arbitraging the most lucrative, most certain, and lowest risk segments of volatility. A good trading model must be like a vast river, only taking a sip from it. From this perspective, DegenAi abstracts the human weaknesses on-chain into models and rules, executing trades through automation and algorithmic methods. Compared to retail investors relying on intuition, gambling instincts, and speed in PVP, this fast in-and-out strategy based on sentiment spread, information time differences, and algorithmic advantages is the underlying logic that allows this quantitative model to outperform in the long run.