DeepSeek-V4-Pro正式发布，支持可调推理强度
DeepSeek-V4-Pro GA officially announced!
DeepSeek 旗舰模型正式发布，新增可调推理强度和原生 OpenAI API 支持，做 Agent 和 API 集成的同学建议立即测试兼容性。
DeepSeek-V4-Pro GA officially announced!
Yesterday's leaked benchmarks were real:
The model now supports adjustable reasoning effort: low for simple tasks, high for everyday agent work, and max for complex problems.
V4-Flash gets the same control.
DeepSeek also added native OpenAI Responses API support and one-click Codex setup, while keeping the existing API model names.
The company claims “"trong production gains" from the agent upgrades, though it has not shared detailed independent benchmarks in the announcement.
V4-Pro is available now via API and in Expert Mode on the DeepSeek app and web.
Pricing is very nice tho
更进一步：量化金融体系
看懂新闻只是起点——沿量化金融路径，把它变成能交付的工程能力