阿里旗下AI办公产品“千问办公”上线满月，用户数突破3000万，企业用户占比超半数，显示企业级AI应用爆发。过去30天累计更新120个版本，日均迭代4次，新增功能上千项，国际版同步上线。技术上开源企业上下文基础设施MyContext，可整合分散在IM、文档、审批、邮件等系统中的信息。
DeepSeek在Hugging Face上线V4家族首款实验多模态模型DeepSeek-V4-Flash-Vision-Exp，采用MIT协议，参数305B。基于V4-Flash-0731底座，接入视觉编码器与Aligner，经持续训练获得图像理解能力。与传统视觉问答不同，它重点聚焦多模态Agent能力，不做简单“看图说话”。
OceanBase首次公开支撑蚂蚁灵光AI应用的数据架构：以逻辑表、共享物理存储和受控SQL计算实现应用模型独立、资源共享，为AI生成应用提供数据底座。已累计生成约3000万个闪应用，应对AI时代海量Agent应用的挑战。
AI正深入生产核心，智能体将全面渗透产业，并向“AI操作系统”演进，用户只需下达任务，系统即可自动拆解并调度多个智能体协同完成。技术底座持续爬坡，应用层爆发已成必然，未来几年是Agentic AI落地黄金期。它大幅降低构建门槛，人人皆可成为创作者，知识本体成为关键。
Alibaba
$2
Input tokens/M
$20
Output tokens/M
-
Context Length
$1.6
$4
128
Openai
$0.63
$3.15
131
Anthropic
$105
$525
200
Bytedance
$3.5
$12
Xai
Huawei
32
$21
Moonshot
$5
Baichuan
4
Tencent
$100
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