Lately I've been looking at address tagging and clustering again, and the more I look, the more uneasy I feel... To be honest, many "profiles" are just guesses based on a bunch of co-occurring transfers, gas habits, and active times. If you guess right, you're like a detective; if you guess wrong, you're just forcing random people into the same gang. Especially when dealing with intermediaries, batch distributions, and cross-chain washings back and forth, the fund flow looks smooth, but in reality, the people have already changed hands multiple times.

The inflation caused by the collapse of blockchain games and the studio cycle is also quite typical: a string of addresses looks like "natural users," but if you follow the withdrawal paths, they all funnel into just a few exit points, and when the coin price jitters, they all run together... I now treat labels like "smart money/whale addresses" as just references. To really make a judgment, you still need to watch for anomalies like block delays and reorganizations—at least those won't lie (probably). That's all for now; I’ll keep being suspicious and paranoid.