This morning, I was checking on the chain and smelled a bit of "smoke": a large amount was transferred from CEX to a new wallet, then immediately distributed to several addresses. My first reaction wasn't "whale is about to move," but rather asking myself: Is this building a position, or is it a prelude to hedging/arbitrage? To put it simply, copying trades is most dangerous when people treat risk control as a signal.

Now I focus on two small things: 1) After transferring out, did they immediately go to derivatives to open a reverse position (many only look at spot inflows and outflows, ignoring the other leg); 2) Whether these addresses are gradually adding positions or moving in and out in waves, the rhythm is very different.

Recently, the AI Agent and automated trading setups have become popular again, and the hype is loud, but the more automated the on-chain interactions are, the easier it is to be fooled by security details... Anyway, I tend to be suspicious, look more closely at authorization and contract interaction records, and taking it slow is not shameful.