Been thinking these past couple of days about how to make AI more perceptive, more like a real assistant. Like when the boss walks into the office and takes off their coat, the assistant immediately knows the boss is hot and goes to set the AC to the right temperature. Basically, it’s about observing the boss’s daily behavior, summarizing and recording it, and doing the same thing next time. From an implementation perspective, it’s really about enhancing AI’s memory system. Using mechanisms (like hooks) to ensure the AI can periodically review conversations, summarize the user’s personality, work habits, thought patterns, preferences, etc., and record these traits into the system. At the same time, introduce a scoring system. When similar traits appear repeatedly, the score increases. The higher the score, the more prominent the trait, the higher its weight, and the higher the probability it gets triggered or executed. The whole “training system” just leveled up again.