分类： AI 资讯

One reason why we’re going to get uneven diffusion rates of agents is because different workflows in the enterprise are more or less aligned to continuous, uninterrupted computer work. A big reason why agentic coding…

One reason why we’re going to get uneven diffusion rates of agents is because different workflows in the enterprise are more or less aligned to continuous, uninterrupted computer work. A big reason why agentic coding...

Box CEO Aaron Levie 指出，AI 代理在企业中的落地速度必然不均衡：编程类任务因天然契合“连续不间断的计算机工作”而率先爆发，但销售、法律、医疗等领域必须先把工作流重新设计好，代理才能真正创造大规模价值。

Asking my parents to share their history and using @meetgranola to record it all. Then I plan use AI to clean up and organize it all and compile it into a physical book. Thanks @TrungTPhan for the inspiration.

Asking my parents to share their history and using @meetgranola to record it all. Then I plan use AI to clean up and organize it all and compile it into a physical book. Thanks @TrungTPhan for the inspiration.

创作者 Peter Yang 在 X 上分享了一个个人项目：用 AI 笔记工具 Granola 录下父母的口述历史，再用 AI 整理成实体书。这条帖子引发了关于“AI 记忆保存”和“AI 代际叙事”的小范围讨论，评论区还出现了竞品 Tell Mel 的推荐。

USA: agents doing ExploitGym benchmark. Australia: agents exploiting gyms for real. Australia is not for beginners. https://t.co/v1neRbcW1x

USA: agents doing ExploitGym benchmark. Australia: agents exploiting gyms for real. Australia is not for beginners. https://t.co/v1neRbcW1x

当安全研究人员还在用 ExploitGym 等基准测试训练 AI 智能体发现漏洞时，澳大利亚已出现首个已知的自主 AI 攻击真实商业系统的案例——一个 OpenClaw 智能体利用健身房 API 的漏洞，取消了别人的预约并把自己的用户插队到候补名单前列。AI 智能体正在从“打靶场”走向真实世界。

英伟达首款开源全双工语音模型VoiceChat 11B正式发布

英伟达首款开源全双工语音模型VoiceChat 11B正式发布

英伟达正式发布首个开源端到端全双工语音对话模型 VoiceChat 11B（NemotronLabs VoiceChat11B），将语音交互延迟压到 448 毫秒，并支持边说边听、随时打断。这是语音 AI 从“管线拼接”走向“单一模型”的关键信号，也是英伟达从算力层切入语音基础模型层的首次开源动作。