Lately I've been messing around with address profiling again, and the more I look at it, the more it seems like a "reference answer" rather than "the truth." Labels and clustering can turn a bunch of addresses into a "persona," but honestly, it's just a game of probabilities: the same batch of money, passing through a few intermediaries, mixing the paths, and the profile instantly changes face. I used to be quite superstitious about "certain smart money," but now my mindset has evolved—it's okay to see it as an emotional thermometer, but relying on it as a navigation tool is just asking for trouble.

These days, Meme and celebrity pump calls are heating up again. When attention shifts, the on-chain activity also looks lively, but the veteran players' advice of "don't take the last baton" is no bluff. Anyway, I'm now more inclined to focus on the rhythm of capital inflows and outflows and position changes. If I see unfamiliar flows, I just assume I misread it, scale back first, and take it slow.