Research
How agents are transforming work
OpenAI内部报告：智能体Codex如何改变工作
Recommended because
This is worth tracking because it is a concrete research signal, not just a passing headline. The original source is useful for validating the details behind the headline. For builders and operators, "How agents are transforming work" can be used as a checkpoint for technical due diligence, roadmap bets, agent design, and evaluation strategy. I keep this thread indexed so future searches around AI research papers, technical methods, and applied AI systems can land on a source-linked page instead of disappearing into a fast-moving feed from openai.com.
What to take from this signal
Context
"How agents are transforming work" is archived here as a source-linked AI signal from openai.com. The useful part is the connection between How, agents, transforming, work, OpenAI and technical due diligence, roadmap bets, agent design, and evaluation strategy, which makes the item more actionable than a normal feed headline. The source context says: OpenAI 在2025年8月至2026年6月间观察到，智能体产品 Codex 取代 ChatGPT 成为主要工作工具，各部门输出 token 中 Codex 占比从不足10%升至99.8%。80.6%个体用户曾发起预计等效人类工作时间超30分钟的请求，70.2%超1小时，25.6%超8小时；99百分位用户每日生成超60小时 agent turns。非开发者用户增长迅猛：个体用户增长137倍，组织用户增长189倍。Legal、Finance、Recruiting 部门在2026年4月前后跨过 Codex 使用过半拐点，平均每位律师或招聘人员超85%输出 token 来自 Codex。
Builder takeaway
For an AI builder, the main takeaway is to watch how this signal changes practical decisions around technical feasibility, evaluation design, safety limits, and product primitives. It can inform what to test next, which product surface to compare, and whether the underlying workflow is ready for real users.
Source context
openai.com remains the authoritative source for the original claim. This page adds a stable archive URL, a short builder interpretation, and related search language so the item can be found later when the original feed has moved on.
Search angles
- How agents are transforming work Research context
- openai.com AI research
- How, agents, transforming, work, OpenAI builder takeaway
- AI research papers, technical methods, and applied AI systems
This page keeps a source preview and a stable archive URL for search discovery. The original source remains authoritative.