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People always say "Everything on the chain can be checked, you can't cheat people," and it just makes me want to laugh... The "on-chain" you see might be because your RPC is a bit slow, the node is still catching up; or the indexer is queuing, the event hasn't been stored in the database, and it's normal for your dashboard to be half a minute to a few minutes behind the real world. Then the group starts arguing about "sudden inflows/outflows of funds," but it's just different people looking at different data sources; no one is lying, just each has a different delay.
Recently, expectations of rate cuts fluctuate between hot and cold, and the dollar index moving up and down with risk assets has also been a hot topic. During such times, emotions are already quick, and if the data is even slower, misjudgments become even smoother. Anyway, I now look at on-chain data first by checking the "last synchronized block number," then cross-reference with a second source; otherwise, what I lose isn't understanding, but patience.