“we’re starting rollout of GPT-5.5-Cyber, a frontier cybersecurity model, to critical cyber defenders in the next few days. we will work with the entire ecosystem and the government to figure out trusted access for cyber; we want to rapidly help secure companies/infrastructure.”

我们将在未来几天开始向关键网络防御者推出 GPT-5.5-Cyber，这是一个前沿网络安全模型。我们将与整个生态系统和政府合作，为网络领域建立可信访问机制；我们希望快速帮助保护公司和基础设施的安全。

“Starting to hire and retrain for new agent engineering roles for *internal* functions to help get more powerful agents working well on critical business processes. I expect this type of role to be a very big deal over time at Box and other companies.”

开始为内部职能招聘和培训新的 Agent 工程角色，以帮助更强大的 Agent 在关键业务流程中有效运作。我预计这类角色未来在 Box 和其他公司将变得非常重要。

“New in Gemini: Generate files and export them. Tell Gemini what you want to create and the format, and it now does the work for you. Now supporting: Google Docs, Word (.docx) & PDFs, Google Sheets, Excel (.xlsx) & CSV, Google Slides, Markdown, LaTeX, TXT, RTF.”

Gemini 新功能：生成文件并导出。告诉 Gemini 你想创建什么以及格式，它现在就能帮你完成。现已支持：Google Docs、Word (.docx) 和 PDF、Google Sheets、Excel (.xlsx) 和 CSV、Google Slides、Markdown、LaTeX、TXT、RTF。

“It turns out, the job of a radiologist isn’t to read x-rays. It’s to cure people. And if AI can help speed the process of understanding x-rays, radiologists can see and cure more people.”

事实证明，放射科医生的工作不是读 X 光片，而是治愈病人。如果 AI 能帮助加速理解 X 光片的过程，放射科医生就能诊断和治疗更多病人。

“Now everyone can experience getting paged at dinner because the site is down”

现在每个人都能体验在晚餐时收到告警通知说网站宕机的感觉了

“Agents are developer products today. They are so so so far from being consumer grade in terms of delight, simplicity, reliability etc. I wish the agents generated more dynamic interfaces. Don’t give me chat. Give me interactive, dynamic apps/webpages.”

Agent 目前还是开发者产品。在愉悦感、简洁性、可靠性等方面，距离消费级产品还差得很远。我希望 Agent 能生成更多动态界面。不要给我聊天窗口，给我交互式的、动态的应用或网页。

“Agents who can buy, sell, and trade on our behalf are becoming a major part of the economy. But what exactly are they doing? Stripe sees 2% of global GDP, so they’re the company with the best view of what’s going on in the earliest innings of the agent economy.”

能够代表我们进行买卖和交易的 Agent 正在成为经济的重要组成部分。但它们到底在做什么？Stripe 处理了全球 2% 的 GDP，因此他们是观察代理经济早期阶段最有优势的公司。

“We are reinventing design to eng. handoff from first principles.”

我们正在从第一性原理出发，重新发明设计与工程之间的交接流程。

“build your own agent systems with Cursor – the same multi-model harness, on local and cloud”

用 Cursor 构建你自己的 Agent 系统——同样的多模型架构，支持本地和云端部署

“We should start thinking about the IT/internal tools team as more like ‘HR for agents'”

我们应该开始把 IT/内部工具团队看作更像是「Agent 的人力资源部门」

“Integrated codex review into clawsweeper. I’m using a very similar system prompt so this gets you the same as /review, and clawsweeper has automerge, loops until it stops finding new issues.”

已将 Codex 代码审查集成到 clawsweeper 中。我使用了非常相似的系统提示词，因此效果与 /review 相同，而且 clawsweeper 支持自动合并，会循环运行直到不再发现新问题。

“The Internet has this new kind of actor on it. Over time, these agents will become the predominant actors on the Internet.”

互联网上出现了一种新型的参与者。随着时间的推移，这些 Agent 将成为互联网上的主要参与者。