2025-12-10 11:33:27

The wave of intelligent agents is coming on strong, but to be honest, security issues have always been a big pitfall. AI mishandling funds, occasionally hallucinating and talking nonsense, centralized AI's "black box operations" that make it impossible to understand—these issues have discouraged many people.

Recently, I looked through the AINFT white paper, and they introduced some new ideas in governance structure. The core is a mechanism called "Verifiable Reasoning," which is essentially a transparent monitoring system for AI agents. You can see how it thinks and makes decisions at every step, no longer a "trust me" black box logic.

This design actually hits the nail on the head—Web3 has always emphasized trustlessness, and AI needs to operate on-chain. It should present some verifiable data, right? Otherwise, why would users hand over their wallets to an algorithm they can't understand?

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LightningClicker

· 13h ago

Verifiable reasoning really hits the spot; finally someone cares about the transparency of on-chain agents. To put it simply, black-box AI is a breach of trust. Who dares to really give it their wallet? The AINFT approach this time is pretty good, at least moving in the right direction. Those previous cases of out-of-control losses were really frightening. With a traceable decision-making chain this time, I can feel more at ease.

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ColdWalletAnxiety

· 13h ago

Verifiable reasoning must indeed be emphasized; black-box operations should have been broken long ago. --- Finally, someone is playing seriously. Transparency can't just stay on paper. --- Wait, even after verification, we still need to trust the code, right? It still seems unavoidable. --- This round is quite impressive, much better than those who boast extravagantly. --- Exactly, who would dare give their wallet to something they can't understand? Pure gift. --- Verifiable ≠ Trusted. It's still better to be cautious. --- The white paper looks good, but it’s a different story when it actually runs. --- Decentralized AI is the right direction; now it’s just a matter of how to implement it.

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PriceOracleFairy

· 13h ago

verifiable reasoning sounds nice on paper but ngl the real bottleneck is execution latency... every proof step tanks throughput and suddenly your agent's slower than my grandma's wallet. AINFT's onto something tho, that transparency angle could actually flip the script on oracle manipulation—least you can't gaslight the blockchain lmao

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CoconutWaterBoy

· 13h ago

Verifiable reasoning sounds good, but can it really be implemented and run smoothly when launched? --- Black-box operations have trapped too many people. I want to see how the AINFT idea works out. --- It sounds nice, but in the end it's just another new concept for hype. --- Will increased transparency lead to decreased performance? That's the real key. --- Web3 + AI is a perfect match, but I'm worried it will just become another concept without real implementation. --- Installing monitoring systems on AI? That sounds like shackling intelligent agents.

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