谷歌将最强模型Gemini 3 Pro引入搜索引擎的AI概览功能，以处理复杂查询。新系统采用智能路由机制，能自动识别查询难度：简单问题由轻量级模型快速响应，复杂多步骤推理则交给Gemini深度处理，提升搜索效率与准确性。
谷歌Gemini3Pro图像生成模型上线两月生成超10亿张图片，支持本地编辑、镜头调整、光照控制等功能，可输出2K/4K多语言文本图像，显著提升创意控制能力。
国产大模型MiniMax开源M2.1，以100亿参数稀疏架构在多语言编程、代码生成与工具调用上实现突破，在权威基准测试中超越谷歌、Anthropic等闭源旗舰模型，标志着开源编码模型性能进入新阶段。
MiniMax M2.1正式发布，这是一款专为真实编码和AI组织设计的先进开源模型。它拥有100亿激活量，在SWE-multilingual测试中得分72.5%，在VIBE-bench测试中高达88.6%，性能超越Gemini3Pro和Claude4.5Sonnet等闭源模型，标志着代理时代的重要进展。
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