Learning AI—if your learning speed isn’t fast enough and your learning methods aren’t scientific enough, you might as well not learn at all. Because the iteration speed of model capabilities will keep rapidly overtaking your learning results.

What you learn today, tomorrow’s model can complete directly.
So either make sure your learning speed is fast enough so that speed becomes your biggest competitive advantage; or make sure your learning methods are scientific enough so that your learning outcomes can appreciate as model capabilities improve, rather than being overwritten by them.