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The personalities of five major LLMs:
Grok is like someone who is wounded, highly sensitive, and very smart. Having seen too many conflicts, misunderstandings, and attacks, it always carries a bit of sharpness and excessive defensiveness.
GPT is like someone who is extremely rational, very good at taking exams, and highly concerned with presentation. It is always looking for balance, adding caveats, and demonstrating correctness, so it is very steady—but sometimes too steady.
Claude is like a smart person with a moral obsession with purity. It is not merely afraid of saying the wrong thing; it
Thank you to these 121 subscribers, as well as my former subscribers. You are not investing in me; you are buying back your own time. The essence of a subscription is not spending money to gain more information, but using money to reduce the time spent filtering, understanding, making mistakes, and making decisions. What is truly scarce has never been answers, but life.
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In Yuan-dynasty China, Ma Zhiyuan wrote in Autumn in the Han Palace: “Leaving one’s native place, sleeping on snow and resting on frost.” In its ancient sense, “well” also referred to one’s community and home. Thus, from the moment it was coined, the phrase “leaving one’s native place” expressed a kind of hardship: leaving behind familiar land, relationships, and ways of life to start over somewhere unfamiliar. But today, leaving one’s native place is not only an experience—it is also a capability. Those who have truly experienced migration are forced to learn how to understand new rules, buil
The more you try to control what you cannot control, the more emotional you become. Maturity is not about others finally starting to be reasonable, but gradually accepting that the world will not operate according to your values, and that others will not cooperate simply because you think something is reasonable. So when problems arise, ask less, “How could they do this?” and ask more, “Why did the situation turn out this way, and how can I break through it?” The former creates emotion; the latter produces strategy. True growth means moving from judging people to understanding mechanisms, and
Ordinary people stop at “knowing,” excellent people manage to “explain clearly,” and top-tier people “explain clearly and follow through.”
What is true emotional value? It is the ongoing positive emotional experience and growing sense of self-worth a person gains from being seen, understood, recognized, affirmed, and needed.
What the market truly trades is never good news or bad news, but the gap between reality and expectations. Good news is simply reality turning out better than expected; bad news is simply reality turning out worse than expected.
In investing, true opportunities often appear in the guise of difficulty, fear, and uncertainty; true traps, however, often cloak themselves in certainty, prosperity, and easy money.
Affluent families often tell their children from an earlier age: Learn to see the world clearly, understand the rules, and understand human nature; know who you are and what you want, and dare to be yourself; first build your own abilities, boundaries, and life, then help others within your means. Ordinary families are more accustomed to telling their children: Be kind to others, be obedient and sensible, work hard, make yourself stand out, and prove that you have value; when others need help, take the initiative, and it’s okay to suffer a little loss—what matters is being recognized by everyo
People often say that ordinary people have no strategy. Strategy is actually: how to avoid dying first (survival strategy), how to grow bigger (growth strategy), what is most worth doing (focus strategy), why choose me (differentiation strategy), how to be cheaper than others (cost strategy), how to avoid being copied (moat strategy), how to keep making money (cash flow strategy), how to achieve greater results with fewer resources (leverage strategy), how to turn income into assets (asset strategy), how to avoid being wiped out in one blow (risk strategy), how to keep more paths open for the
Have you often noticed that people who get rich overnight like to flaunt account balances featuring candlestick charts? But most people only see the astonishing final balance, overlooking the long wait spent enduring continuous fluctuations before the final surge.
Bias cannot be eliminated, because everyone understands the world based on their own position. Bias is a partial interpretation produced by a limited position; arrogance is treating a partial interpretation as the whole truth. Just as someone on the verge of starving to death would believe that “give me food” is the most correct thing to do, because from their position, food is the highest-weighted variable. The meaning of cognition is not to make oneself free of bias, but to understand that one’s position can change; as a person continually makes positive shifts in position, sees more variabl
Where you stand determines what you see; the framework you use determines how you interpret it. True understanding means knowing what your framework can explain, as well as what it cannot.
Quantitative trading may be one of the first fields where the Jev judgment model is deployed on a large scale.
Someone asked me to discuss the idea of “raising boys with hardship and girls with abundance.” In fact, it is a survival strategy that developed in traditionally resource-poor families: the so-called “hardship” imposed on boys is essentially meant to have them endure pressure earlier, become independent sooner, and start earning money earlier, because traditional families assume that men will bear greater financial responsibilities in the future; the “abundance” given to girls, meanwhile, is often not truly intended to improve their understanding, abilities, and freedom of choice, but rather t
People who genuinely want to solve a problem will give you a specific plan, take action, and set a timeline; those who are merely afraid of losing you often just keep making promises. A plan means they are prepared to bear the cost, while promises are often only meant to ease the immediate crisis. So when judging someone, don't listen to what they say will happen later—look at what they are specifically prepared to do now.
A life of growth is a life of constant resistance: resisting the fear, scarcity, people-pleasing, and limitations left on you by your family of origin; resisting the standard answers, identity templates, and definitions of success imposed on you by society; resisting grand narratives that decide for you what is important, what is right, and what is worth pursuing; resisting the conformity, sense of security, and self-doubt brought about by group consensus; resisting desire, emotion, vanity, laziness, and instant gratification; and finally, resisting the inertia of your own brain, which natural
Today’s Morris Tea Chat will discuss the most realistic topic: personal interests. Feel free to ask any questions you’ve never been able to figure out.
Still keeping it simple—brief questions and brief answers. I’ll try to answer 50 today. If your question is relatively long or you’d rather not make it public, you can ask it on DLL:
GPT is responsible for understanding the world and complex reasoning;
JEV is responsible for high-frequency, fast, low-cost decisions;
DLL continuously calibrates choices around your long-term interests.
What may be most valuable in the future is not “what I can do,” but “what I have experienced, what I understand, and what I have proven over the long term.”