I remember everyone complaining about AI-generated content before, but I've been seeing more of it on Twitter lately, and even the comments are starting to be AI-generated.

Why is there so much AI-generated content and AI comments?

In short, the root cause lies in the design of the gameplay in the InfoFi track.

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Currently, the INFOFI platform often relies on 'external expressions': posting, liking, commenting, sharing, and then scoring through algorithms, which ultimately becomes the basis for a project's 'influence' and 'user activity'.

But therein lies the problem. As long as you reward 'expressions', there will always be someone using the most 'efficient' methods to stack outputs, ultimately resulting in infighting between AIs, or even an illusion where the entire chain is filled with robots shouting slogans. It's hard to distinguish between real human voices and echoes of incentives.

In this context, I noticed an old platform again—Layer3 @layer3xyz.

This time they launched a new feature, Signal, which seems to provide InfoFi with a completely different direction.

Signal does not rely on 'words'; it looks at 'on-chain' actions. If you genuinely interacted, it can see it; if you truly exchanged assets, deployed contracts, or participated in new chains, it will record it.

Moreover, this system can comprehensively assess a project's 'real participation rate' and 'interaction quality', providing trend signals in advance before price surges, coin listings, or user explosions.

For example, a few days ago, I noticed that the interaction tasks for @Mantle_Official became available on Layer3. The interactions were very active, and it consistently ranked high on Signal's charts, but its coin price $MNT was still following the market downtrend. So I bought in at 0.7 on August 2, and by today, August 5, it reached a high of 0.9.

It seems that Signal's approach is indeed correct. Compared to a bunch of AI bots who exchange posts for points, Layer3 clearly wants to bring users 'back on-chain'.

It no longer rewards 'speaking up', but rather rewards you for genuinely interacting, trying out new protocols, and experiencing new ecosystems. This mechanism is positive feedback for someone like me who enjoys hands-on experience and hopes to find possibilities in early projects.

INFOFI cannot rely solely on verbal engagement; this path won't go far.

No matter how sophisticated the algorithm, others will eventually find vulnerabilities, leading to a competition between AIs.

And purely posting users really can't compare to a real user who interacts on-chain, provides feedback, and forms habits.

I actually hope that the Layer3 model can become a guiding example.

Encouraging project teams to do less flashy 'post airdrops', refocus on products, return to on-chain interactions, and reward those who have truly spent time experiencing and left a footprint, rather than blindly spreading the budget to a bunch of accounts.

Moreover, projects are now looking for new ways. For instance, @MemeX_MRC20 previously created a separate leaderboard on their own dapp, where only users who truly interacted on their APP would receive rewards.

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Speaking of the current Layer3, it is no longer just a 'task platform'.

It has become the entry platform for Web3 user tasks and incentives, aggregating on-chain tasks from hundreds of popular projects, integrating AI dynamic incentive mechanisms, smooth abstract wallets, and an exclusive Cubes system, offering users immediate benefits, long-term airdrop expectations, and medium to long-term Alpha signals.

It not only undertakes early tasks for new chain projects but also attempts to piece together 'new chain discovery + teaching guidance + user incentives + on-chain data' into a true on-chain growth operating system.

Signal serves as its trend radar, capturing the ongoing heat through real on-chain behaviors; CUBE is the on-chain badge left by users during each exploration. Essentially, Layer3 is a 'chain growth engine'.

It reminds me of what initially attracted people to Web3: not getting rich by shouting orders, but by hands-on participation, accumulating long-term possibilities through real interactions.

And we, who are willing to start taking action now, may be laying the foundation for a key airdrop, an important IDO, or even an on-chain credit identity in the future.

Every click and on-chain interaction you make now might be accumulating some form of 'irreplaceable identity asset' for you.

This is, in my view, the most valuable aspect of Layer3.

Recently, Layer3 has established a Chinese community with exclusive airdrop activities. Chinese users will receive additional benefits, so hurry up!

https://t.me/Layer3Chinese
#Layer3