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Lately, I've been seeing everyone talk about "on-chain data being real," but I actually want to pour some cold water: what you see on-chain might also be "delayed on-chain." Sometimes it's not that someone is faking, but that the node/RPC you're using is queuing, rate-limiting, or the indexer hasn't finished scanning the new blocks yet, and the frontend gives you a "seems very certain" result first. Especially when the network is busy or during hot events when many people are querying at the same time, the delay becomes even more obvious... Then you get nervous and chase after actions, only to realize later that you were actually being led by lagging information.
These days, there's also a lot of talk about rate cut expectations, the US dollar index rising and falling along with risk assets. In plain terms, when market sentiment shifts outside, on-chain data also gets noisier, but the data line on your screen might still be stuck a few minutes ago. Anyway, my habit is: before key actions, check two RPC/browser sources to compare, and don't treat "query results" as "real-time truth." I'm off to work.