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陈剑Jason
陈剑Jason|12月 08, 2025 00:48
Swarm's 'truth verification' protocol is something I’ve been pondering for a while. Nowadays, from mainstream media to self-media, fake news and misinformation are everywhere. A single event can go through multiple twists and turns. At its core, the issue lies in the low cost of creating fake content but the high potential rewards. If every participant in spreading information is treated as a node, why not use the economic game theory of blockchain POS to solve this problem? For example, before expressing an opinion, each node would need to stake funds. The more you’re willing to stake, the more responsible you are for your statements, and the higher your credibility. However, others can also gather evidence to challenge you. If the challenge succeeds, the system would confiscate your staked funds and reward the challenger. That said, this process also involves privacy and efficiency concerns. Swarm integrates ZK and AI to address these issues, avoiding risks of exposing personal privacy during challenges and using multiple AI models to gather data for the verification process. After all, Grok has already become one of the most commonly used truth verification tools on Twitter.
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