People always say, "It's all written on the chain, you can't fool anyone," and I just want to laugh when I hear that... The "on-chain" you see might be cached by RPC, queued by indexers, or not yet caught up by nodes. Just because a block has been produced doesn't mean the service you're using immediately feeds you the data, especially during congestion, reorganizations, or when some public RPCs are overwhelmed and smoking. Staring at the browser refresh for a long time actually reveals the truth about delays.

So now I don't trust a single perspective when looking at the chain: I check two or three endpoints for the same transaction, and I also look at the time it was stored in the database for the index data. To put it simply, it's not that the chain itself isn't trustworthy, but that "your one on-chain source" might be delayed.

By the way, social mining, fan tokens, and that "attention as mining" concept sound very on-chain, but actually resemble "attention as delay": when popularity spikes, the data source crashes first, and everyone starts arguing around the lagging dashboards... Anyway, I first look at who is paying the RPC bills, who is collecting protocol revenue, and whether they win or lose the argument, it's all written in the tables.