Some projects may seem lukewarm at first glance, but upon closer inspection, you’ll find that they are not addressing current issues but rather the challenges that will inevitably arise in the future. I have this feeling about some projects focused on AI execution.

Recently, almost everyone has been discussing AI, Agents, automation, and on-chain execution. This wave of enthusiasm is indeed very strong. But strangely, few people stop to ask these questions: when AI starts making decisions and executing operations on the chain, how should responsibility be defined if problems occur? Who will bear the consequences? How can the decision-making process be made transparent and traceable?

These seemingly "niche" questions are actually becoming core issues that Web3 infrastructure must solve. Projects investing in this field are precisely laying the groundwork for the next stage of industry development.