Since early February, when OpenAI launched GPT-5.3 Codex, the latest and most capable version of its coding agent, more than 1 million people have downloaded the codex desktop app and Codex now boasts more than 1 million active weekly users, a figure that has tripled with the release of the new model, according to the company. It also said that usage, as measured in the number of tokens, or portions of text, that Codex is processing per week has grown by a factor of five. Companies including Cisco, Nvidia, Ramp, Rakuten, and Harvey have rolled Codex out across their developer teams, according to OpenAI.
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此外，HSD系统还融合了视觉语言大模型（VLM）作为“通识外挂”，以增强系统对复杂交通场景标识（如潮汐车道、施工警示等）的理解能力，并引入了强化学习算法，让系统通过数据驱动不断优化。