Recently, I've been looking at address labels and clustering maps again, and the more I look, the more I feel: they can serve as references, but don’t treat them as IDs. To put it simply, no matter how beautifully the flow of funds is mapped out, it could still be a single group of people splitting into multiple accounts to perform, or a cross-chain transfer that’s just “laundering” into strangers. Many on-chain data tools are now criticized for lagging labels and being misleading, and I agree with that... Sometimes, chasing after the “smart money” turns out to be just breadcrumbs they deliberately leave behind.

My own habit is still a bit more conservative: first, small amounts for multiple tests, wait for confirmation and observe delays when bridging, and avoid following hot trends if possible. I treat labels as “possibilities,” then combine them with interaction history, timing rhythm, whether they frequently switch chains or protocols, and analyze comprehensively. Anyway, it’s better to be slow than to be misled by a single map.