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A consulting firm observes that read-only AI agents ship to production far faster than write-capable ones in regulated sectors, because governance questions around write access stall pilots, and offers practical advice on sequencing governance work and designing lightweight approval steps.
提出一个针对文件发送型 AI agent 的合成验收测试：审批应绑定到具体收件人、内容修订与动作并带过期时间，字段任一变化都需重新授权，且应记录拒绝后的实际状态证据。
The author reports on timing their AI agent's activity, finding it active only about 2.5 hours out of an 8-hour day due to waiting on approval prompts, and discusses using MiniMax Code for phone-based approvals to manage coding tasks while away.
Pushary allows you to approve AI requests directly from your lock screen, streamlining workflows without unlocking your device.
The author describes RelayOps, a prototype control plane for AI support agents that emphasizes a separation of concerns where the model proposes actions, a broker decides, and human approval is required for high-risk actions, seeking feedback on the architecture.
The article argues that human approval for AI agent actions is insufficient without detailed inspection of the action's context, changes, reversibility, and ownership, especially for high-risk tasks.
This article explains how to use the admin plugin in ChatGPT Work to manage workspaces, including analyzing data, changing settings, and handling requests to boost efficiency.