I feel like many people say "on-chain data is the most authentic," but I now lean more towards: what you see on-chain might just be "delayed on-chain"... especially when doing airdrop tasks, clearly just interacted, but the wallet/dashboard hasn't moved for half a day, and people start doubting whether they clicked the wrong chain.

To put it simply, there are many intermediate steps: the RPC you're connected to might be queuing or rate-limiting, and the node hasn't synchronized your copy yet; plus, the indexer needs to fetch, parse, and store data, which gets even slower during congestion. So there’s that magical moment: the transaction has already been confirmed on the chain, but the interface looks like it’s stuck on the previous step.

Recently, the "compound yield" model of staking and shared security has been criticized as a copycat, and I also resonate a bit: layers upon layers of wrapping, information passing through layers, and in the end, you think you're viewing real-time data, but you're actually seeing a paraphrase. My approach is pretty simple: for key operations, check multiple sources (browser + different RPCs), don’t just stare at one panel in anxiety, anyway, the task still needs to be completed… for now, that’s it.