何杰：金融领域无主财产认定和处置尚无专门立法。
There is a lot of energy right now around sandboxing untrusted code. AI agents generating and executing code, multi-tenant platforms running customer scripts, RL training pipelines evaluating model outputs—basically, you have code you did not write, and you need to run it without letting it compromise the host, other tenants, or itself in unexpected ways.
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后来我使用了 CapsWriter 这个开源语音输入法，发现它的架构设计可以转录任意的音视频文件，不限时长，而且 CPU 就能处理，速度很快，准确率也 OK。自然而然产生了一个想法：把整个流程自动化，我只需要提供一个 URL，系统自动帮我完成下载、转录、推送到 IM 平台的流程。
Not a lot of variety in here: