A piece of news, many people only see "job hopping", but true entrepreneurs should see the turning point of the times: The founder of OpenClaw joining OpenAI actually sends four strong signals behind this event ① AI is transitioning from being able to chat to being able to do things The next ten times chance is not in larger models, but in agents that enable AI to truly complete tasks for humans. AI that can automatically execute workflows, call tools, and perform cross platform actions is the productivity that businesses and individuals are willing to pay for in the long run. The future popular AI entrepreneurship is likely to be "model x agent x scenario". ② Engineering skills>Thesis ability OpenClaw became popular not through self-developed large models, but through engineering integration, product experience, and execution. The misconception among many Chinese entrepreneurs is that they always want to test models, test parameters, and test papers. But the reality is that users pay for "problem solving", not for "technological progressiveness". People who can integrate products and systems have greater opportunities. ③ Open source is becoming a lever for entrepreneurship The path is becoming increasingly clear now: Open source → Community → Influence → Opportunities → Capital/Big Factory Cooperation Open source is not just about nostalgia, but a low-cost way to acquire global users and developers. For Chinese teams with limited resources, this is the fairest amplifier. ④ Small teams can also leverage the global landscape A project, as long as it hits the trend, can enter the global table. In today's AI era, the information gap has narrowed, but the execution gap has widened. The real opportunity belongs to those who are constantly iterating, quick trial and error, and close to users. The last sentence is for those who are serious about AI: Don't just focus on the model rankings, take a closer look at why users are suffering and spending money every day. The next generation of AI giants may not be the ones who train the largest models, but the group of people who first let AI truly "work". If you are also doing AI entrepreneurship, now is the window period. Forwarding to friends who are looking for direction may save them two years of detours.