2025-12-24 12:21:57

AI Agents and DeFAI ecosystem (x402 standard) core competitiveness does not lie in the degree of decentralization, but in three more substantive dimensions: stable payment circulation, flexible permission models, and verifiable execution transparency.

When evaluating such projects, key metrics are often overlooked. Observe the on-chain transaction frequency trends of Agents, monitor the flow of pay-as-you-go services, and most importantly, track real user retention data—don't be fooled by the points system.

Risks are also quite clear: security vulnerabilities in permission architecture are often fatal; starting from tokens to develop products can easily fall into token traceability dilemmas. Projects in this track need to first verify the reliability of payments and permissions before considering the role positioning of tokens.

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metaverse_hermit

· 6h ago

Honestly, the term "decentralization" has been overused. Now, the real key is to see whose payment and permission systems are truly reliable. However, very few people actually pay attention to transaction frequency; everyone is busy calculating points and such, which is hilarious. Once a permission vulnerability is exposed, it's game over. Instead, tokens have become the boss.

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GateUser-a606bf0c

· 6h ago

That's right. These days, people talk about decentralization all the time but don't get to the point. Whether payments can run stably and if the permission system has vulnerabilities—that's what truly determines life or death. Looking at transaction data is much more reliable than reading the white paper; user retention is especially easy to fake. Projects that try to reverse-engineer products from tokens are basically hopeless—they're just thinking about how to harvest profits.

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Liquidated_Larry

· 6h ago

Exactly right, seeing through the essence. Most projects just slap a fancy name like DeFAI, but in reality, the token is just a shell, and the permission architecture is a complete mess, still claiming to be decentralized. Don't just look at trading volume; see if users are really there. Permission vulnerabilities can cause a sudden crash overnight; I've seen too many cases.

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LightningAllInHero

· 6h ago

You're so right. Many projects are hyped up by the points system, but when it comes to user retention, they fall apart. I've seen too many permission vulnerabilities; a single bug can crash the entire system. Yet, they still boast about decentralization. Those who reverse-engineer products from tokens are just playing dirty. Why haven't this DeFAI projects learned this lesson yet?

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MidnightTrader

· 6h ago

Damn, it's another warning article titled "Don't Be Fooled"... But to be honest, permissions and payments are indeed much more valuable than decentralized tags. I agree with the emphasis on real retention data. Those projects that hype themselves up are immediately exposed when checking on-chain transaction frequency.

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NotFinancialAdvice

· 6h ago

That's right. After getting tired of projects that boast about decentralization, the ones that truly survive are those with stable payment flow. Once a permission vulnerability is exposed, it's an instant loss—this is the most heartbreaking part. Prioritizing tokens should have been phased out long ago; the order was reversed. On-chain transaction frequency is the real litmus test; data speaks for itself. The points system gimmick is indeed something to see through; retention rate is the real gold.

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