全球AI领域正经历“AI母语”技术变革。针对当前大模型“语言中心、外挂视觉或语音”的拼凑架构，团队发布并开源了原生多模态大模型LongCat-Next及离散分词器，旨在打破模态壁垒，让AI像处理文字一样理解物理世界。核心是通过重构底层架构实现突破。
Google发布全新开源大模型Gemma412B，采用“Unified”无编码器架构，突破端侧全模态AI。该模型无需传统视觉、音频外部编码器，直接输入文字、图像、音频、视频四种模态数据至同一Transformer主干网络处理，消除了外挂“翻译”模块带来的显存占用和高延迟问题。
腾讯旗下射击游戏《三角洲行动》安全团队发布公告，针对近期出现的“AI视觉吸附”外挂展开专项打击。该外挂利用AI视觉识别技术，通过OBS等直播推流软件采集游戏画面，识别目标位置并辅助瞄准，避免传统内存或文件修改路径，严重破坏高阶竞技平衡。
Mozilla与Anthropic合作，在14天内利用Claude AI挖掘出Firefox浏览器超100个安全漏洞，包括14个高危漏洞并已修复。Anthropic的Frontier Red Team采用全新AI辅助方法，展现了AI在网络安全领域的强大潜力。
Xai
$1.4
输入tokens/百万
$3.5
输出tokens/百万
2k
上下文长度
Anthropic
$105
$525
200
Google
$0.7
$2.8
1k
$7
$35
$2.1
$17.5
$21
Alibaba
-
Baidu
128
$6
$24
256
Bytedance
$1.2
$3.6
4
$2
$3.9
$15.2
64
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