用 Jev 置信度阈值给 agent 加行动闸门
作者演示 Jev 每次调用同时返回答案和置信度，并按风险设阈值：只读 0.5、退款 0.7、升级 0.8、破坏性操作 0.9，低于 0.5 转人工。
Your JEV agent knows the answer. It doesn't know whether it should act on it every call returns two things: the answer, and the confidence behind it. most setups only read the first one. confidence comes from the spread. same 4 options, one distribution concentrated at 0.91, one flat at 0.22. identical answer, completely different decision. the fix is a bar that rises with the stakes: read-only 0.5 → refund 0.7 → escalation 0.8 → destructive 0.9 below 0.5 the ticket goes to a human. no guessing. two traps most people miss. a noul of 0.5 means "as likely yes as no", not "medium". and a confident "done" doesn't prove the file was saved. confidence is not permission, check the outcome. pin the version. aliases move, and thresholds tuned on one version quietly break on the next. check out the full article on Jev below ↓ ↓
这条是引用着另一条写的：x.com/0x_rody/status/2103165281149354256