Recently, I’ve been a bit confused by on-chain data. I saw the same transaction on A-site first, and B-site only showed it half an hour later. Later, I thought it wasn’t so mysterious: you’re connected to someone’s RPC, and the nodes behind them have different sync speeds; indexers queue, cache, and reorganize (like rollbacks), so what you see as “on-chain” becomes “someone else’s organized on-chain.” To put it simply, the chain itself isn’t late; what’s late is the layer you’re using to view it.

So now, when I look at data, I first ask: who is running it, who is maintaining it, and who takes the blame if there’s a problem. It’s like governance and budgeting. Recently, with social mining and fan tokens promoting “attention as mining,” I’m also quite skeptical. Attention mostly counts as traffic, but when it comes to settlement, you still have to rely on these basic infrastructures to honestly produce results. That’s all for now.