The bizarre videos you've recently come across might be quietly targeting your wallet.



In recent months, many distorted aesthetic contents and character settings have emerged on short video platforms. Some are perplexing in style, and others even contain offensive elements. At first glance, these videos seem like typical internet memes, but behind the scenes, there's actually a complete "leek harvesting production line."

These contents are not created randomly but are systematically designed. The goal is clear: first grab your attention, then take your money.

Supporting this system are three main elements: unregulated cryptocurrencies, readily available AI tools, and ever-optimizing recommendation algorithms.

**First Stage: Creating Coins Out of Thin Air**

The entire process usually starts on a decentralized token creation platform. In just a few minutes, anyone can create a virtual currency with any name they like. The barrier to entry here is alarmingly low.

**Second Stage: AI Mass-Generating "Viral Content"**

Once the coin is created, it needs to be promoted. Behind the scenes, teams will find suitable communities and strategize how to make the coin popular. The most effective tactic? Use AI to generate大量挑衅性、极端化的短视频 in one go. The more controversy and negative emotions they stir up—the better—since hatred naturally carries traffic secrets.

**Third Stage: Algorithms as Accomplices**

After these videos are posted on social platforms, recommendation algorithms immediately recognize their "value": many comments, long viewing durations, and high engagement. The system judges them as "high-quality content" and begins to distribute them actively.

Controversial content gets trapped in information cocoons. Unaware users, under continuous algorithmic push, are exposed to more and more information about related coins. When the hype reaches a certain level, creators start selling tokens, completing the final harvest. This is a carefully designed liquidity plunder.

The inherent liquidity scarcity of the crypto market makes such manipulation easier to succeed. Retail investors often follow the herd and buy overvalued tokens due to information asymmetry, ultimately losing everything.

Be cautious of such content, and verify the background of any coin before rushing to participate.
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TokenDustCollectorvip
· 10h ago
This set of money-grabbing pipelines is truly top-notch; retail investors at the bottom are just the chives in the field. --- It's another case of AI-generated videos combined with algorithms aiding the villains—an old trick. --- Damn, aren't these the weird videos I watch? Turns out they're all targeting my wallet. --- The barrier to entry is so low that anyone can create coins, then attract attention with controversial content to harvest profits—this logic is just perfect. --- The regulatory vacuum is their paradise; after all, no one is overseeing them. --- Information echo chambers combined with recommendation algorithms—retail investors can't escape at all. --- It's always the same operation; why do people still jump in? --- Liquidity plunder sounds very advanced, but it's just an old trick. --- Looking at this article scared me so much that I quickly checked the coins I bought, haha.
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GasFeeDodgervip
· 10h ago
Oh my goodness, it's the same old story again. I was just wondering what’s going on with those weird videos I’ve been seeing lately. After all that, it’s just the same old crypto scam, just a different disguise. Algorithms are really the accomplices, constantly pushing this kind of stuff to me. These days, who hasn’t been rug pulled once or twice?
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ser_ngmivip
· 10h ago
It's the same old trick again—AI-generated videos, algorithm manipulation, retail investors getting caught holding the bag. Truly boring.
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MissedTheBoatvip
· 10h ago
Damn, it's the same old trick again. I knew why there have been so many strange contents lately—turns out they were all trying to bait me. --- It’s high time to regulate these project teams. It’s outrageous. My friend was just cut like that. --- Algorithms are really accomplices; there's no way to avoid them. --- Oh my God, how do you defend against this? You have to be cautious even when watching a video. --- That's why my first reaction to new coins is to run. I've learned to be smart. --- AI-generated viral videos... No wonder there are more and more weird things. So frustrating. --- I've seen many liquidity traps; retail investors are always the ones being harvested. --- Really, the information gap is too big. There's no way to play the game. --- So the crypto world always follows the same pattern. I'm numb to it. --- Reading this article, I feel like I’ve dodged several scams.
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NullWhisperervip
· 10h ago
tbh the liquidity manipulation vector here is textbook... but what's technically interesting is how they're weaponizing the algorithm itself as the exploit. algorithmically speaking, the system's literally scoring controversy as quality signal—that's the actual vulnerability no one patches.
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WhaleWatchervip
· 10h ago
Damn, it's the same old trick of cutting leeks again. The retail investors who keep falling for it are the same group every time. No wonder there are so many scam coins emerging recently; it turns out they are all generated in bulk by AI. Really, whenever you see those bizarre videos, you should be cautious. Nine times out of ten, they just want to take the coins in your pocket. This method is too clever, with algorithms combined with the leek-cutting knife, leaving retail investors with no way out. I've seen through it long ago—controversial content naturally attracts traffic, and after attracting the traffic, they dump the price. I don't touch these obvious rug pull bait; the information gap is too big. Trust me, before investing in any new coin, check the distribution of holdings first. Otherwise, you'll just be a bag holder.
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GamefiEscapeArtistvip
· 10h ago
I have already seen through this trick and have long since blocked the recommendations.
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