标签： Gemini

黑森林实验室FLUX3 多模态模型登场：单次生成 20 秒音视频，胜率碾压Grok与Seedance

黑森林实验室FLUX3 多模态模型登场：单次生成 20 秒音视频，胜率碾压Grok与Seedance

黑森林实验室（Black Forest Labs）推出了全新的多模态基础模型FLUX3，该模型采用统一架构，可一次性生成最长20秒的视频及原生同步音频，并在人工评测中取得了显著优于Grok Imagine Video和Seedance的胜率，标志着视频生成领域从纯视觉向“音画同步”多模态输出的重要跃迁。

Kimi K3 攻防考卷翻车：漏洞利用只到美国前沿模型四成，蒸馏疑云被安全机构摆上台

Kimi K3 攻防考卷翻车：漏洞利用只到美国前沿模型四成，蒸馏疑云被安全机构摆上台

英美两家AI安全机构联合发布评测，显示月之暗面Kimi K3在漏洞利用和网络攻击模拟两项测试中，得分仅为美国前沿模型的40%左右，但依然领先国内同行智谱GLM-5.2。评测结果与近期“用Anthropic Fable模型输出蒸馏训练K3”的指控形成交叉印证，引发对开源模型安全能力真实水平的讨论。

Voice mode now runs on Claude’s more capable models and reaches the tools you’ve connected mid-conversation. Talk through the hard problems out loud, in many more languages. https://t.co/k0CWAGjLdK

Voice mode now runs on Claude's more capable models and reaches the tools you've connected mid-conversation. Talk through the hard problems out loud, in many more languages. https://t.co/k0CWAGjLdK

Claude 语音模式已升级，现在支持接入更强大的模型（如 Opus 和 Sonnet），并能在对话中调用用户已连接的第三方工具（如邮箱和日历），同时新增对西班牙语、法语、印地语、日语等多语言支持，即日起在公开测试版中向所有用户开放。

Voice conversations now use more of the models you have in chat, including Claude Opus and Sonnet. Claude can also reach the tools you’ve connected mid-conversation, like your email and calendar. https://t.co/452G2ZZY1d

Voice conversations now use more of the models you have in chat, including Claude Opus and Sonnet. Claude can also reach the tools you've connected mid-conversation, like your email and calendar. https://t.co/452G2ZZY1d

Anthropic 旗下 Claude 的语音模式于 2026 年 7 月 23 日更新，正式使用 Claude Opus 和 Sonnet 等更强的模型进行对话，同时支持在对话过程中调用用户已连接的邮件、日历等工具。该功能已作为公开测试版在移动端、桌面端和网页端上线。

Voice mode also supports more languages, on every plan, including Spanish, French, Hindi, and Japanese. The update is rolling out today in public beta on mobile, desktop, and web. Download the mobile app and tap the s…

Voice mode also supports more languages, on every plan, including Spanish, French, Hindi, and Japanese. The update is rolling out today in public beta on mobile, desktop, and web. Download the mobile app and tap the s...

Anthropic 已将 Claude 的语音模式升级至更强大的模型（包括 Opus 和 Sonnet），并在所有套餐中新增西班牙语、法语、印地语和日语支持。该功能已进入公开测试阶段，用户可在移动端、桌面端和网页端使用。

Great builders understand the jagged frontier of AI models. Great leaders understand the jagged frontier of their people.

Great builders understand the jagged frontier of AI models. Great leaders understand the jagged frontier of their people.

Madhu Guru 在 X（原 Twitter）上发表的简洁对比，引发了对 AI 模型能力边界（jagged frontier）与团队人才管理之间类比的热议。其核心观点是：优秀的构建者知道如何探测和利用 AI 模型在特定任务上的不均衡表现，而优秀的领导者同样需要理解其团队成员在不同场景下的能力起伏。

The best way to think about AI is as a force multiplier for the fields you already know about (or for the rate at which you want to learn about a new one). The 3rd category -no existing judgment, no interest in develo…

The best way to think about AI is as a force multiplier for the fields you already know about (or for the rate at which you want to learn about a new one). The 3rd category -no existing judgment, no interest in develo...

Box 的 CEO Aaron Levie 在 X 上发帖认为，AI 最有效的用法是作为已有专业领域的“力量倍增器”，只有专家才能驾驭 AI 产出高质量成果，而缺乏判断力和兴趣的“第三类人”只能制造大量低效的“垃圾内容”。这一观点与剑桥学者 Henry Shevlin 的“内化知识是 AI 时代的创造性原材料…