OpenAI API 工程负责人 Sherwin Wu 透露，公司内部几乎所有代码都由 AI 生成，95%的工程师使用 Codex，100%的 PR 由 AI 审查，重度用户提交的 PR 数量多 70%。
Sherwin Woo, head of engineering for OpenAI's API, reveals that nearly all code at OpenAI is AI-generated, with 95% of engineers using Codex and 100% of PRs reviewed by AI, leading to 70% more PRs from heavy users.
要点 · TL;DR
OpenAI 95% 的工程师使用 Codex，100% 的代码审查由 AI 完成。 95% of OpenAI engineers use Codex; 100% of PRs are AI-reviewed.
工程师转变为管理 AI 智能体集群的技术负责人。 Engineers evolve into tech leads managing AI agent fleets.
单人十亿美元初创公司将开创 B2B SaaS 的黄金时代。 One-person billion-dollar startups will create a golden age of B2B SaaS.
核心观点 · Key points
OpenAI 95% 的工程师使用 Codex，100% 的 PR 由 Codex 审查。 95% of engineers at OpenAI use Codex; 100% of PRs are reviewed by Codex.
工程师正在成为技术负责人，管理大量 AI 智能体。 Engineers are becoming tech leads managing fleets of AI agents.
为模型未来的发展方向构建，而非其当前状态。 Build for where models are going, not where they are today.
AI 让优秀者变得卓越；管理者应赋能他们。 Top performers become exceptional with AI; managers should empower them.
单人十亿美元初创企业将开启 B2B SaaS 的黄金时代。 The one-person billion-dollar startup will create a golden age of B2B SaaS.
业务流程自动化是一个巨大且被低估的 AI 机会。 Business process automation is a massive, underrated AI opportunity.
反共识 · Contrarian takes
在 AI 领域听取客户意见可能误导你，因为模型进化很快。 Listening to customers can lead you astray in AI because models evolve fast.
模型会轻松吞噬你的脚手架；不要过度投资工具。 Models will eat your scaffolding for breakfast; don't over-invest in tooling.
许多 AI 部署因缺乏自下而上的采用而 ROI 为负。 Many AI deployments have negative ROI due to lack of bottom-up adoption.
免费版 ChatGPT 与亿万富翁每月 20 美元使用的模型同样强大。 The free ChatGPT model is as powerful as what billionaires use for $20/month.
初创企业不应担心被 OpenAI 碾压；机会巨大。 Startups should not fear OpenAI squashing them; the opportunity is huge.
音频是被低估的 AI 模态；它将释放巨大的企业价值。 Audio is an underrated modality for AI; it will unlock huge enterprise value.