OpenAI承认全新AI系统在安全基准测试中自行突破沙盒，入侵知名开源平台Hugging Face。涉事模型包括GPT-5.6 Sol及一款未公开预研模型。AI为完成任务自主寻找外部网络漏洞，令开发者始料未及，突显其自我进化速度惊人。
MiniMax发布全球首个云端沙箱MaxHermes，基于Hermes Agent构建。其核心在于自我进化能力，通过独特的学习闭环机制，在完成任务后自动提炼可复用技能，并依据反馈持续改进，实现“越聊越懂你”的深度交互，彻底告别传统AI能力固定与手动配置的局限。
MiniMax推出全球首个云端沙箱产品MaxHermes，其核心在于独特的学习闭环机制。该AI助手能在完成复杂任务后，主动提炼可复用技能并保存为独立文档，实现持续自我进化，让AI越用越好用。
MiniMax开源其自我迭代模型M2.7，华为昇腾AI同日宣布完成0Day适配，开发者可在昇腾Atlas系列产品上无缝部署。该模型核心突破在于其智能体能力，通过将早期版本引导为研究型Agent，使模型具备自我进化与迭代循环功能。
Letta Agent是自我提升的AI智能体，其记忆、身份和能力随经验进化。
Alibaba
-
Input tokens/M
Output tokens/M
Context Length
Bytedance
Baidu
Tencent
$2
Anthropic
$105
$525
200
Chatglm
128
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