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In the group, I see you interpreting "on-chain large transfers" and "exchanges' hot and cold wallet movements" as signals of smart money for a long time. I've been lurking for a while, but I want to chime in: what you see as "on-chain" isn't necessarily real-time; it could even be outdated second-hand information...
To put it simply, the records you see depend on whether the node/RPC you're using is responsive. Some RPCs get busy and queue up, limit traffic, and returning old blocks isn't unusual; plus, many "address tracking" services rely on indexing. If the index isn't up-to-date or needs to be rescanned, the data on your screen can be several minutes or even a snapshot behind, as if time travel.
Then people start speculating: oh, big whales moved early, oh, smart money entered the market... but in reality, it might just be that your data source is half a beat slow.
When I encounter such "anomalies" now, my first reaction isn't emotional excitement but to switch between two RPCs or browsers to compare timestamps and block heights—don't rush to draw conclusions. Anyway, don't treat latency as prophecy, and definitely don't impulsively sign or authorize transactions. Just start with this approach.