This is the ambient / background agent scenario the thesis calls out by name: actions flow past, state persists, and what you "come back to check" is that persisted understanding state. Executed actions are presented as auditable, reversible decisions; suspected phishing is isolated as a risk hypothesis; high-risk items aren't decided unilaterally — they pause in the intervention zone for your call. Human intervention is a core feature here.
这是论点里明确点名的 ambient / 后台 agent 场景：动作流过、状态留存，你“回来查看”的是那个留存的理解态。已执行的动作作为可审计、可撤销的 decision 呈现；疑似钓鱼作为 risk 假设已隔离；高风险项不擅自决定——暂停在干预区等你拍板。人类干预在这里是核心特性。