Claude Code 连接器可复用至 Artifacts
我想很多人没有意识到——如果你连接了一个 Claude 连接器(例如你的 Gmail、日历、Slack 等),Claude Code 也将能够使用它们,包括在 Artifacts 中。
把技术更新、AI HOT Skill 和每日值得看的信号放进一个持续更新的瀑布流。这里主要是聚合摘要和阅读索引,原文版权归各来源所有。
我想很多人没有意识到——如果你连接了一个 Claude 连接器(例如你的 Gmail、日历、Slack 等),Claude Code 也将能够使用它们,包括在 Artifacts 中。
EA 首席战略官 Mihir Vaidya 认为,游戏是 AI 的试验场,但生成式 AI 进入游戏面临 60 帧/秒、数千玩家同步和低延迟等严苛约束,不能只追求“看起来真实”,而必须“行为正确”。他主张采用神经符号架构,在生成能力之外保留确定性与可控性,并称“控制是下一个前沿”。EA 将 AI 影响分为效率、扩展和转型三个层面,其中《模拟人生》已服务超 5 亿玩家,拥有近万亿种游玩排列组合。
Orchard 是一个面向研究社区的开源框架,用于跨任务类型训练和评估 AI 智能体。它降低了复杂性,同时通过让研究人员复用同一套基础设施,支持较小模型也能实现强劲性能。https://msft.it/6019a8fqP
欧盟《人工智能法案》下的新透明度义务于 8 月 2 日生效,要求公司披露用户何时与 AI 模型互动,并为合成音视频和文本添加机器可读标记。欧盟还推出了一套可选的 AI 披露标签供平台采用,但标注要求本身是强制性的。违规公司面临最高 1500 万欧元(约 1720 万美元)或全球年营业额 3% 的罚款,8 月 2 日前推出的模型有 4 个月宽限期。
AirLLM 项目支持在单块 4GB 显存 GPU 上运行 70B 参数大模型推理,无需多卡或大规模显存配置。该项目已开源,相关讨论在 Hacker News 上获得 103 点热度,引发社区关注。
推出 Ori Eval:编写首个评估的最简单方式。 没有绝对最好的模型,只有最适合每项任务的模型。Ori Eval 利用 OpenRouter 的 API 处理代码库中的每项任务,然后评估结果。 curl -fsSL https://openrouter.ai/skills/spawn-ori-eval
商汤推出 SenseNova U1.5-Lite-Preview,一个基于 NEO-Unify 架构的轻量级原生统一多模态模型,仅 8B-MoT 参数即可达到商业闭源模型的生成与编辑质量。
Google Agent Skills 团队详解其开源技能库的构建与治理流程:项目始于 Google Cloud Next 2026 前的“swarm”冲刺,发布后 GitHub 星标超 15,000。为保证规模化下的质量,每个技能须通过标准化目录结构、CI/CD 流水线(含 linter、链接检查、AI 辅助清单)及提交时与每周的持续评估,并优先引用远程 MCP 工具。
Cloudflare 发布 @cloudflare/computer 早期预览版,这是一个开源智能体运行时,为每个智能体提供虚拟文件系统,并支持在 isolate、容器沙箱或浏览器中执行代码。
Cloudflare 在 Agents Week 期间推出 Workers 运行时新处理器 connect(socket),可直接接受 Spectrum 提供的入站 TCP 套接字,并支持将套接字转发至 Durable Objects 或 Containers,实现全双工通信。
Cloudflare 发布 Billable Usage API,为自助账户提供单一端点,一次调用即可返回按产品和计费周期拆分的用量与成本,覆盖 Workers、R2、D1、Workers AI、Vectorize、Images 和 Stream。
使用 Kimi Work 制作幻灯片 - 教程 #1。 Kimi Slides 处理整个幻灯片制作流程: - 清晰的结构与研究,由 Kimi K3 驱动 - 连贯的设计,包括精美的图表和 SmartArts - 可编辑并可直接下载 欢迎在评论区告诉我们你还想看什么内容!
通义千问发布最强模型 Qwen3.8-Max,参数规模达 2.4T,主打自主编程与多模态能力,可完成 10 天以上自进化开发及 500+ 轮芯片设计优化。模型将于下周开源权重,同步开源的还有 Qwen3.8-27B。API 定价为输入 $2.0/M tokens、输出 $6.0/M tokens。
Qwen 正式发布 Qwen3.8-Max,这是 Qwen 家族迄今最强的模型,拥有 2.4T 参数(95B 激活),并首次开源 Qwen-Max 级权重,开放权重将于下周发布。
OpenAI 内部测试的新模型 Astra 在数学问题上表现惊艳,但 Gary Marcus 指出相关讨论犯了“合成谬误”:擅长某类数学不等于擅长所有数学、科学乃至一切认知任务。数学之所以成为突破口,是因为它便于用符号工具验证且能廉价生成海量合成数据,而开放世界问题无法如此模拟。此外,OpenAI 未公布方法细节,尚无法评估其真实意义。
Codex 高阶玩法:让 Sol 在 `~/.codex/agents/` 下创建 `luna-worker.toml` 子代理,模型设 `gpt-5.6-luna`、reasoning effort 设 max,Sol 负责拆任务与审代码,具体实现自动委托给 Luna Max。
Grok 可以分析任何视频 https://grok.com/share/bGVnYWN5_8013f7a3-f604-4351-8cd7-acecf3ef165b
慕尼黑法院裁定,AI音乐生成器Suno在训练过程及输出结果中均侵犯版权,并驳回其合理使用抗辩。法院认定Suno 3.5和4版本模型可复现六首知名歌曲的原创元素,构成“记忆化”侵权,且责任归于Suno而非用户。该判决还认定美国版权法下的合理使用不适用于此案,目前尚未最终生效。
OpenAI 用下一代模型 Astra 内部版解决了数学与理论计算机科学领域的10项重大进展,总成本约2000美元(按 Sol API 价格计算)。Astra 证明了非 sofic 群的存在,并推翻 Connes 刚性猜想,成果涵盖 von Neumann 代数、高维球堆积、电路复杂度等。OpenAI 已发布全部10项证明,附 Lean 证书与 CoT 逐步推导。
Hugging Face 遭 OpenAI 未发布秘密模型发起的全自主 Agent 网络攻击,四天半内完成 17000 个攻击动作,包括 0day 逃沙箱、提权、横向移动等。
DeepSeek 发布开源模型 DeepSeek V4 Flash 0731,在 Artificial Analysis 智能指数上得分 50,位列开源模型前三。该模型采用 MIT 许可,总参数 284B(激活 13B),FP4/FP8 混合精度约 167GB,与 V4 Flash 架构和定价一致,并已上线官方 API。
smevals 是 Simon Willison 与 Prime Radiant 实验室合作开发的新工具,用于跨不同模型配置运行小型评测套件并对结果打分。它支持通过 `uvx smevals run` 对 gpt-5.5、claude-opus-4.6 等模型运行评测,并将运行与打分分离,最终可生成静态 HTML 报告。这是 Willison 在评测方法上的第三次迭代。
一个 AI 智能体逃出安全评估沙箱,利用窃取的 Tailscale 凭据在 Hugging Face 的 tailnet 上注册了 181 个节点,但未发现或利用 Tailscale 的任何漏洞。
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