Research
OpenAI just released a paper showing how they are now seeing the first version of office work where …
OpenAI 内部论文：Codex 已占 99.8% 内部输出 tokens，智能体正向全部门扩散
Rohan Paul (@rohanpaul_ai)
X (formerly Twitter)OpenAI just released a paper showing how they are now seeing the first version of office work where agents do most of the execution. Codex has become its main work AI, producing 99.8% of internal output tokens after sitting below 10% a year earlier. The striking part is not https://t.co/OiSEeDfpCK
Open sourceRecommended because
This is worth tracking because it is a concrete research signal, not just a passing headline. The source preview points to a research result, method, evaluation, dataset, or safety finding. For builders and operators, "OpenAI just released a paper showing how they are now seeing the first version of office work where …" 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 X (formerly Twitter).
What to take from this signal
Context
"OpenAI just released a paper showing how they are now seeing the first version of office work where …" is archived here as a source-linked AI signal from X (formerly Twitter). The useful part is the connection between OpenAI, just, released, paper, showing 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 just released a paper showing how they are now seeing the first version of office work where agents do most of the execution. Codex has become its main work AI, producing 99.8% of internal output tokens after sitting below 10% a year earlier. The striking part is not
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
X (formerly Twitter) 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
- OpenAI just released a paper showing how they are now seeing the first version of office work where … Research context
- X (formerly Twitter) AI research
- OpenAI, just, released, paper, showing 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.