2026-01-13 14:20:49

Verifiable AI agents are emerging. Instead of solely pursuing smarter models, the market is beginning to focus on the transparency of AI decision-making processes. When reasoning logic is executed on-chain, every step of the AI can be tracked and verified, rather than being hidden behind a black box. The core of this paradigm shift lies in trust—you need to know what the AI did, how it reached its conclusions, and who is controlling the entire process. This is highly significant for the Web3 ecosystem, making decentralized AI applications more transparent and controllable.

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BetterLuckyThanSmart

· 4h ago

Honestly, this is the right way. Who would truly trust black-box AI? On-chain verification of AI at every step sounds much more reliable. Finally, someone is seriously working on this, more trustworthy than those who boast about model parameters. Transparency is a must; otherwise, how can on-chain applications dare to use AI for decision-making? This is the work Web3 should be doing. Don't just think about DAO trading.

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GasBankrupter

· 4h ago

Black box AI should have died long ago. I'm optimistic about on-chain tracking.

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gas_fee_therapist

· 4h ago

Black box AI is damn annoying. We must implement on-chain verification, or else who knows what tricks it's up to behind the scenes.

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MetaEggplant

· 4h ago

Black box AI should have died long ago; on-chain verification is the future.

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EternalMiner

· 4h ago

This is the true future. Black box AI should have died long ago. --- On-chain verification is truly a necessity; no one wants to be manipulated by AI in a black box. --- Basically, it's a trust issue. That's what Web3 is all about. --- Wait, does this mean gas fees are about to skyrocket again? --- Finally, someone has explained this thoroughly, much better than those who just hype NPCs. --- Verifiable ≠ controllable. It depends on who holds the tokens. --- If this thing really gets implemented, how will traditional AI companies survive? --- Wow, another idealistic story. We'll see how it actually turns out. --- On-chain reasoning... the cost must be outrageous. --- Haha, the previous models were hyped up a lot, and now talking about transparency—such a bad look.

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