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One sentence: Clear out the paid commenters and bots, only then will there be a genuine attention market.
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BlockchainDiary
Currently, some KOLs are a bit fake, for example, many with high likes and shares are actually bought.
Why is this happening? Because brands are still looking at data, and they allocate budgets to those who look good on paper.
But the problem is that those who genuinely create content find it harder to make money, as budgets are eaten up by fake traffic, and users are increasingly distrustful of this content.
This is the so-called engagement farming, which essentially involves faking data.
Recently, I saw what @Magverse_AI is doing; their approach is quite straightforward—focusing not on how popular you appear on the surface, but on your real results.
For example:
Verifying KOLs, filtering out bots, linking earnings to actual performance, and on-chain settlements that cannot be faked.
If you're a content creator, you might want to think: do you want to continue competing with fake data, or start competing with real value?
Join us together 👉
#onchain #aiagents
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I used to think running testnets was just practice: clicking around, getting familiar with wallet signatures, losing some gas as tuition. Now it's different; everyone talks about "points," but secretly they all assume "what can I exchange them for in the future," so I also get itchy to join in... and then it easily starts to feel more like clocking in at work.
My current stop-loss is pretty simple: once I start paying attention to others' "large on-chain transfers" or "exchanges' hot and cold wallet movements" as signals of smart money, I know my mindset is off, and I immediately take a break
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Recently, some people have taken “a rise in stablecoin supply = an ETF pump is coming = off-exchange money rushing in” as an iron law… To put it simply, correlation is not causation. More stablecoins might just mean everyone is moving their ammunition first, or arbitrage funds are circulating there in a loop—it’s not the same thing as “getting ready to take off.” I, too, don’t dare to charge in just because it’s trending like a meme fan: first I glance at the concentration of holdings. If the whales are too tightly packed, I’ll just back off like a cat’s paw sliding: I don’t touch it.
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