Recently, I've been looking at a bunch of address profiling tools, which often label people as "smart money / whales / institutions," basically like sticking zodiac signs on passersby… It looks lively, but trusting it easily leads to trouble. Fund flow clustering is the same; it can draw pretty lines, but you'll never know if behind that address string is a person, a team, or an exchange hot wallet moving funds.

These days, there's also a lot of talk about AI Agents for automatic interaction and trading. As I watch, I can't help but wonder: the smarter the script, the less safe it is, like driving without a seatbelt—nothing happens normally, but once something goes wrong, you're gone. Anyway, I only treat "profiling" as a reference now; what's truly useful is how the budget is spent and how incentives are distributed, which ultimately circles back to human nature and those little schemes.