Don’t overthink the whole on-chain tag and clustering routine—it really can save your brainpower, but don’t take it too seriously either. If an address gets labeled as a “whale” or an “institution,” the truth is, it might just be some multi-signature wallet, an exchange hot wallet, or a common pooling address shared by a bunch of people. Once funds flow in and out, it looks very much like “smart money,” but what’s actually happening is just arbitrage / market-making following the usual process. When I review it now, I first check whether it frequently changes counterparties and whether it has a stable source of funds, then I match it against the risk parameters: how big the leverage is, how close the liquidation line is—if it’s overheating, you pull out. Don’t get swept along by label-driven impulse.

The fierce debate about NFT royalties also feels a lot like this: on one side, people say they want to protect creators’ income; on the other, they say secondary liquidity is being strangled. Tags are the same— the more “righteous/authoritative” they look, the easier it is for people to let their guard down… Anyway, I’d rather trust the boundaries of the data, not the stories. Sip some almond milk, for now—just get through it.