Asked whether OpenAI’s widely-reported internal “Code Red” had changed how his Codex team operated, Sottiaux was dismissive. “[Codex] is a really small team, and we’re firing on all cylinders,” he said. “We’ve been just really saying no to a lot of things from the get-go, and working on things that we think we’re uniquely good at doing, and then shipping continuously.”
这种进步幅度可不是单纯堆砌 GPU 规模或者盲目提频能够实现的，台积电 N3P 工艺和改良过的架构设计在其中都功不可没。
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CREATE INDEX products_created_at_idx。业内人士推荐PDF资料作为进阶阅读
## Words to avoid，更多细节参见PDF资料
The feedback was clear and consistent. People wanted to build agents, not fight the framework. I took all of that feedback and addressed it in 2.0. Simpler APIs. Less ceremony. BEAM-first from the ground up.