字节跳动Seed为传闻超5万亿参数的下一代大模型铺路，近期完成深度组织架构调整，打破按模态和研究方向划分的传统模式，整合分散团队以优化研发效率。Seed基础模型新设四个一级部门，其中预训练数据团队Pretrain Data由李成刚负责。
下一代Gemini模型因内部分歧、算力紧张及审批流程繁琐，发布时间推迟两个月。尽管有自研TPU，但模型训练、云业务及消费端、企业级AI需求叠加，算力仍不足。高层已启动组织架构调整以缓解资源分配问题。
腾讯将QClaw产品中心相关业务及团队调整至云产品六部，QClaw持续运营，标志AI Agent战略集约整合。该产品由电脑管家团队基于OpenClaw打造，3月内测首周用户破百万。
美团核心本地商业于6月9日宣布组织架构调整，成立“AI Transformation”部门，聚焦AI to B业务及内部AI深度变革。前大众点评总经理牧遥出任部门负责人，汇报关系从向李树斌汇报调整为直接向美团汇报，标志其AI战略升级。
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