Lately, looking at address profiles, tags, clustering, and fund flows, the more I look, the more I feel: they can be used as references, but definitely not as "ID cards." The same batch of money can change hands several times and be washed into a different personality; yesterday it was "smart money," and today it’s labeled as "wool pullers" (i.e., arbitrage or exploiters). Honestly, it’s pretty mysterious... What I care more about now is how they feed off each other and how narratives influence each other.

Especially now with AI Agents and automated trading gaining popularity, as on-chain interactions increase, tags are more likely to become distorted: is someone really running strategies, or are they just using bots as a cover to spin stories? Anyway, whenever I see "high frequency + new contracts," I instinctively think of safety first—don’t get too excited and give away permissions, or you might not even know how you lost control later.

If I had to keep only one habit: first check the authorization records before moving on.