On the one hand, AI Internet celebrities are so excited that they are about to run out of oxygen, Claude Code, Clawdbot, and Cowork blow like humans will be laid off tomorrow On the other hand, most of the people around me, including many engineers and investors, have been overwhelmed by the speed of change, especially those in the early stages of their careers, who are most likely to fall into the fear that what they have learned, the skills they have practiced, and the judgments they have made are being rapidly devalued, which is a psychological trap, don't fall into it, you shouldn't sit next to and watch, You shouldn't rely on a few articles on software engineering that are changing to gain a sense of security, and the same goes for investment, you read ten research reports, anxiety will not be less, you just package fear into learning, imagine it's 1993, the PC revolution has just begun, if you can go back, what should you do, the answer is very simple, try everything, buy a computer, learn to touch type, figure out what the Internet is, suck it in like air, don't wait until it is written into the job requirements to start learning, then you were already slow to the current AI It's also the same logic, don't pick, don't hesitate, don't comfort yourself, say that when you need it, learn what you can touch, Claude Code, try Clawdbot, try Excel integration, try Veo to try, you don't need to become an expert first, you just need to build an intuition first, engineers use AI to speed up, call productivity investors use AI to speed up, call cognitive arbitrage, you can read information faster, disassemble projects faster, find risks faster, form opinions faster, you can be in the same market, Run out of a different curve, you have to know what it is doing, what it is good at, where it will talk nonsense, in which links it can make you ten times faster, you have to let yourself always be half a step faster than it, evolve with it, don't predict how society will change, that's too big, No one can figure it out, you just need to predict how it will change, how it will change, how it will change your workflow, how you change your daily decisions, how you change the way you collaborate with colleagues, how it will change the small frictions in your life, and how it will change your investments, how it will change your research method, how you can change the speed of screening projects, how you can verify the narrative, how your ability to process information noise, how you can change your reaction speed at key nodes, and the future gap will not be whether you know it or not AI, but have you turned it into your own default plug-in, others are still struggling with whether it will be replaced, you are already using it to expand leverage, no matter how old you are, no matter what stage you are in, we are all experiencing the biggest technological changes in the past hundred years, and we are involved together, no one has a standard answer, changes will definitely happen, but as long as you are willing to stand at the forefront, No one will figure it out for you first, so don't hide in the front row, stare at it, try it, stay curious, don't give yourself to anxiety, you should feel grateful, because there has never been an era, standing at the forefront of technology, this matter is as easy as today, more importantly, there has never been an era where ordinary people use tools to magnify their cognition tenfold, and it is as easy as today