盒马在大闸蟹上市季部署“AI验蟹师”，利用AI视觉识别结合称重数据检测肥满度，实现自动过检与分拣。基于2025年超1000万只大闸蟹数据积累，模型和检测效率提升，系统不到1分钟可检测50只蟹，配合传送带自动分拣，整体效率提升数倍。
AI算力军备竞赛升级，Anthropic在11个月内签下总额5170亿美元算力合同，自2025年10月起在原有1至2吉瓦基础上加码锁定至少14.8吉瓦，并启动自建数据中心。不过其规模或仍不及OpenAI，折射出激进扩张背后的战略对垒。
AI加速漏洞发现，2026年热门产品安全漏洞或比去年翻番。今年美国国家漏洞数据库已收录45207个漏洞，接近去年全年总量，而2025年本就创下历史纪录。AI既成安全团队"放大镜"，也成黑客"加速器"，漏洞攻防战升级。
据数据泄露通报平台揭示，AI音乐生成器Suno于2025年11月遭网络入侵，导致超5530万用户个人信息泄露，包括姓名、实际地址、电子邮箱、电话号码、购买记录，以及从支付服务商Stripe账户提取的部分支付卡号与到期日。尽管事件近期经媒体曝光，但Suno此前从未主动向受影响用户发出通知。
Xai
$1.4
Input tokens/M
$3.5
Output tokens/M
2k
Context Length
Openai
$7.7
$30.8
200
-
Anthropic
$105
$525
$21
Google
$0.7
$2.8
1k
Alibaba
$6
$24
256
$8
$240
52
$2
Bytedance
$0.8
Moonshot
$4
$16
Baidu
32
Tencent
$1
Deepseek
$12
128
$0.4
$8.75
$70
400
$1.75
$14
$0.35
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