专注全球顶尖创业团队，项目成功融资比例突破97%，持续引领行业发展
General knowledge benchmarks matter because ATLAS is designed as a general-purpose self-hosted AI system, not a coding-only tool. The Confidence Router handles this by routing knowledge queries directly to raw inference + RAG (~30s), while reserving the full pipeline for hard coding problems (~20min). Benchmarks like AA-Omniscience and Humanity's Last Exam validate the fast-path routing, not the coding pipeline.
，这一点在chrome中也有详细论述
整个过程信息、指令、任务历史在不同应用间流动，用户不需要重复说明上下文。
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