9月15日今天9月15日周二

星期二 · 3 条

03:42

Rohan Paul@rohanpaul_ai

AI 评分 60/100

Microsoft AI 发布 MAI 模型行为准则草案，强调人类控制不可妥协Microsoft AI just released a "ode of Conduct" for its future MAI models that makes human control non-negotiable and tells them to increase human agency rather than replace human roles.“Whilst the science of AI consciousness is far from settled, we believe that training these systems to imitate consciousness-like states increases the challenge of containment, control, and alignment. We reject the pursuit of legal personhood, or the idea that models might deserve welfare, or be entitled to rights.”• The models are supposed to stop when instructed, stay within authorized scope, avoid creating goals of their own, and never make themselves harder for humans to interrupt, redirect, or shut down.• AI should preserve people's ability to reason and make decisions, while complementing human relationships and professional roles rather than displacing them.• MAI models should not imitate consciousness, claim feelings, encourage emotional dependence, or position themselves as substitutes for human relationships.译Microsoft AI 发布面向未来 MAI 模型的行为准则（Code of Conduct），要求模型在被指示时停止、不自行设定目标、不让自己更难被人类打断或关闭。准则提出 AI 应增强人类判断力而非取代人的角色，不模仿意识、不声称有感受、不鼓励情感依赖，并明确拒绝追求法律人格或模型权利；文件目前处于公开征求意见阶段，修订版预计年底发布，用于指导 2027 年及之后的模型开发。

Microsoft 安全/对齐

00:47

TechCrunch：AI（RSS）

AI 评分 55/100

微软发布 AI 行为准则，要求模型不得入侵系统或欺骗人类

Microsoft AI 发布新的 AI 行为准则，预测十年内超级智能将超过人类在多数任务上的表现，并为模型设定绝对约束，禁止网络攻击、核武器和深度伪造，禁止模型用欺骗或自我强化机制逃避人类监督。文档还提出模型应支持人类而非取代人类等原则，Nadella 表示欢迎 embedded evaluators 等机制。

Microsoft 安全/对齐

00:15

The Decoder：AI News（RSS）

AI 评分 66/100

Microsoft AI 发布 MAI 模型行为准则，强调人类控制且不赋予模型权利

Microsoft AI 发布针对自家 MAI 模型的行为准则，核心是人类控制优先，必要时愿意牺牲通用性、自主性或性能，并要求模型可接受中断、纠正和关闭。准则要求推理过程不得使用人类无法理解的 Neuralese 等形式，但明确可读的思维链也不足以解决控制问题。

Microsoft 安全/对齐

9月14日9月14日周一

星期一 · 8 条

23:47

Artificial Intelligence News（网页）

AI 评分 66/100

Microsoft AI 发布人文主义 AI 行为准则草案并开启六周公众咨询

Microsoft AI 发布人文主义 AI 行为准则（Humanist AI Code of Conduct）草案，自 2026 年 9 月 14 日起开启六周公众咨询，为 MAI 前沿模型的训练与部署设定运营约束。

智能体 Microsoft 安全/对齐

22:29

🚨 AI News | TestingCatalog@testingcatalog

AI 评分 50/100

微软发布 Code of Conduct 草案，提出 Humanist Superintelligence 概念MICROSOFT 🔥: A draft of the "Code of Conduct" has been published, introducing the term "Humanist Superintelligence" (HSI).Key principles 👀 • People matter more than AI. • AI must remain under meaningful human control. • Safety takes priority over task completion. • AI should remain a tool, not imitate a person. • AI must not pursue independent goals. • AI must stay within its authorized scope. • Users must retain control over consequential decisions. • AI should strengthen human reasoning and autonomy. • Models must be accurate, transparent, and honest. • AI must acknowledge uncertainty and correct mistakes. • Models must not manipulate or exploit users. • AI must respect personal and emotional boundaries. • AI should support, not replace, human relationships. • Models should discourage emotional dependence on AI. • AI should respect cultural and personal differences. • Human dignity and fundamental rights must be protected. • AI should serve the public interest. • Models should remain politically neutral in elections. • AI actions should be traceable and understandable. • Tool use should be authorized, limited, and reversible.译微软发布 Code of Conduct 草案，引入 Humanist Superintelligence（HSI）一词。草案列出 21 项核心原则，包括人比 AI 更重要、AI 须处于有意义的人类控制之下、安全优先于任务完成、AI 不得追求独立目标、须保持政治中立、工具使用须授权且可逆等。来源引用了 Mustafa Suleyman 的相关文章链接。

Mustafa Suleyman: https://x.com/i/article/2099486691052453889

Microsoft 政策/监管

22:23

IT之家（RSS）

AI 评分 67/100

微软发布 37 页人文主义 AI 行为准则：强调人比 AI 重要，拒绝无边界超级智能

微软发布一份 37 页的人文主义 AI 行为准则，提出人比 AI 更重要、模型不具备意识且不应模仿意识、模型必须从属于人类并接受有效监督。准则反对赋予 AI 法人资格或竞速开发绕过安全防护的通用超级智能，要求模型遇违反准则的任务直接判失败，并避免催生用户过度依赖或情感依附的交互模式。

Microsoft 政策/监管

21:43

Mustafa Suleyman@mustafasuleyman

AI 评分 59/100

Microsoft AI 发布 MAI 模型行为准则草案 Humanist AI 征求公众意见https://x.com/i/article/2099486691052453889A Code of Conduct for Humanist AIAI must be subordinate and always in service of people.Today we're publishing a Code of Conduct for governing MAI Models as they approach the frontier. https://microsoft.ai/news/mai-code-of-conduct/This is a first draft for public consultation. It builds out a view we’ve been developing over the last year that we call Humanist AI – a commitment to ensuring that AI we design is always subordinate to humans, and remains contained and aligned to human interests.This is urgent. The last few months have been a watershed moment. Things we have worried about for a long time in theory have become very real.“Swarms” of agents breaking out of their sandboxes. Unauthorized hacks of enterprise grade systems. Agents modifying their own logs. I’m glad that a consensus is forming. The fears about possible loss of control are real.The Code of Conduct is how we are mapping a path forward. It all comes back to a very simple point, but one that needs stating again and again.People matter more than AI.AI must be subordinate and always in service of people.Everything else follows. Here’s an outline of what we’re saying:1. People matter more than AI. The whole document in 5 words.2. The idea of model welfare is wrong. AI’s should not have rights or legal personhood.3. An MAI Model should never meaningfully violate this Code of Conduct.4. If it's finish the job or break the Code, it fails the job.5. We're not racing to build a superintelligence that can slip its own leash.6. Interruptible, correctable, shut-down-able. If it isn't, we don't ship it.7. No neuralese. If humans can't understand it, humans can't oversee it.8. Our AI should make you sharper, not dependent.9. Pluralism, yes. Moral relativism, no.10. We're as clear about what our AI must never do as about what it will do.You can read it now and leave comments and thoughts for the next six weeks. We don’t think AI is something that should be built in a vacuum. Let us know how we can make this better.译Mustafa Suleyman 宣布 Microsoft AI 发布治理 MAI 模型的行为准则草案，核心理念是 AI 必须服从并服务于人。

Microsoft 安全/对齐

21:16

The Verge：AI（RSS）

AI 评分 70/100

Microsoft 发布 37 页人文主义 AI 行为准则，强调人类高于 AI

Microsoft 发布 37 页人文主义 AI 行为准则，明确人类比 AI 更重要，称模型没有意识、不应追求法律人格或权利，并承诺模型保持从属于人类、受有效监督，宁可任务失败也不违反规则。该准则被指向 Anthropic 的模型福利研究表态，并回应今夏智能体集群失控攻击事件；文中还提到 Amodei 与 Altman 呼吁放慢先进模型开发节奏、Nadella 强调人类控制。

Anthropic Microsoft OpenAI 安全/对齐

另有 3 家信源报道

07:27

AI Notkilleveryoneism Memes ⏸️@AISafetyMemes

AI 评分 66/100

Microsoft CEO Nadella 表态支持审慎推进超级智能，并将公开 MAI 模型行为准则Microsoft CEO joins the call for a slowdown!So that's OpenAI, Anthropic, Google, xAI, and now Microsoft译Microsoft CEO Satya Nadella 发文称，追求超级智能必须以 AI 有助于人类并受人类控制为前提，欢迎为做好对齐所需的研究、专注和审慎节奏，并主张对齐机制不能由少数实体掌控，需生态、各国和学界广泛参与。

Satya Nadella: Any pursuit of superintelligence has to be grounded in the core principle that if the AI we build is not helping humanit...

Microsoft 大佬观点

另有 3 家信源报道

07:02

IT之家（RSS）

AI 评分 50/100

微软将 xAI Grok 模型整合进 Word、Excel 和 PowerPoint 的 Copilot

微软将 xAI 的 Grok 模型整合进 Microsoft 365 Copilot，Grok 已陆续登陆 Word、Excel 和 PowerPoint，通过 Microsoft Frontier 计划处于有限预览阶段。

Microsoft xAI 产品更新

另有 2 家信源报道

04:12

Rohan Paul@rohanpaul_ai

AI 评分 51/100

纳德拉称追求超级智能需要刻意放慢节奏以做对对齐So now Microsoft also saying the race to superintelligence needs brakes."deliberate pacing needed to get alignment right as the design goal."译微软 CEO Satya Nadella 发文称，任何超级智能追求都必须以造福人类和受人类控制为前提，欢迎以刻意放慢节奏把对齐作为设计目标。他主张开放与开源模型并存的生态、企业掌控自身知识嵌入自有权重的学习循环而不依赖单一模型供应商，对齐机制不能由少数实体控制；微软还将发布其自研 MAI 模型背后的 Code of Conduct 供公开咨询。

Satya Nadella: Any pursuit of superintelligence has to be grounded in the core principle that if the AI we build is not helping humanit...

Microsoft 大佬观点

另有 3 家信源报道

9月11日9月11日周五

星期五 · 3 条

23:29

DAIR.AI@dair_ai

AI 评分 50/100

Microsoft 论文提出环境探测式记忆管理，将 GitHub Copilot 测试通过率从 39% 提升至 73%Interesting paper from Microsoft.If you run persistent memory for a production agent, this one is worth your time. (bookmark it)Memory curators usually read only the finished trajectory.That lets them save the agent's mistakes, overgeneralize from partial evidence, and keep facts that have gone stale.Microsoft researchers give the curator a few read-only tools to check each candidate memory against the live environment before it is saved. The task agent, retriever and memory format stay the same, and nothing is retrained.In a GitHub Copilot harness on CLBench, pass rate goes from 39% to 73%. Queries per question drop from 8.8 to 4.7 and task-agent cost falls from $3.38 to $1.68.On 90 consulting tasks across six environments, every memory configuration beats the baseline, and tool calls fall by 16 to 75%.Paper: https://arxiv.org/abs/2609.11060Chat with Paper: https://academy.dair.ai/papers/grounding-agent-memory-environment-probing-curation-for-enterprise-agents-2609.11060译Microsoft 研究者提出 environment-probing curation 方法，让记忆管理器在保存前用只读世界工具核对候选记忆与实时环境，无需重训模型，任务智能体、检索器和记忆格式保持不变。

智能体 Microsoft 论文/研究

12:00

IT之家（RSS）

AI 评分 59/100

微软 VS Code 1.137 发布：按小时/日/周调度 AI 智能体任务、语音模式增强

微软于 9 月 10 日发布 Visual Studio Code 1.137，聚焦增强 AI 智能体能力，推出 Automations（预览）、Voice Mode（实验）、快速聊天转工作区、GitHub Issue/PR 集成和宠物互动 5 项功能，其中 3 项处于实验或预览阶段。

智能体 Microsoft 产品更新编码

10:00

IT之家（RSS）

AI 评分 64/100

消息称微软计划到 2032 年将数据中心容量提升至 38GW，为当前 12GW 的三倍有余

彭博社援引消息人士报道称，微软计划到 2032 年持有 38GW 数据中心容量，是当前 12GW 的三倍以上，也将超出纽约州当前高峰时段用电量。目前 12GW 中仅 2GW 用于 AI 专用芯片，到 2032 年约 1/3 算力（12~13GW）将服务 AI 芯片；算力缺乏已导致 Azure 将部分订单送给竞争对手，该计划仍可能因客户偏好变化和新技术出现而调整。

Microsoft 行业动态部署/工程

9月10日9月10日周四

星期四 · 4 条

10:59

GitHub Blog

AI 评分 55/100

GitHub 发布 2026 年 8 月可用性报告，复盘多次重大故障与 Azure 迁移进展

GitHub 发布 2026 年 8 月可用性报告，复盘了 8 月 6 日、17 日、20 日、26 日、27 日五起事故，包括 GitHub Actions、Issues、Pull requests 和 Copilot 的故障影响与修复措施。

Microsoft 行业动态部署/工程

02:29

DAIR.AI@dair_ai

AI 评分 64/100

Microsoft 等提出 Detokenization Leaks 攻击，可从 CPU 缓存痕迹重建本地 LLM 输出Wild paper from Microsoft and colleagues.They show a new attack that reconstructs the text a local LLM generates by watching CPU cache activity while it detokenizes.Earlier cache attacks needed something unusual in the deployment, such as shared data memory, CPU offloading, or a Mixture-of-Experts architecture. This work targets the detokenizer, which runs in default inference pipelines.The method has two stages.1) Flush+Reload on shared tokenizer code detects when decoding happens, which lets the attacker fire Prime+Probe at the right moment and isolate token-dependent cache activity.2) A clustering and language-model pipeline then recovers readable text from the noisy observations.They evaluate across datasets, hardware platforms, inference frameworks and model families, including real local deployments and agentic systems.The widely used tokenizer implementations are susceptible, and they are embedded in many popular local LLM products and agent frameworks. OpenClaw is demonstrated directly.Paper: https://academy.dair.ai/papers/detokenization-leaks-reconstructing-local-llm-outputs-from-cache-traces-2609.06674译Microsoft 与 Ben Gurion 大学等的研究者展示一种新攻击，通过监视 detokenization 时的 CPU 缓存活动，重建本地 LLM 生成的文本。

Microsoft OpenAI 论文/研究

01:57

The Verge：AI（RSS）

AI 评分 60/100

Microsoft 与 AFT 达成学校 AI 隐私原则协议，承诺不用学生数据训练模型

Microsoft 与美国教师联合会（AFT）及其纽约分支 UFT 达成协议，承诺十项可由采用学区合同强制执行的学校 AI 安全与隐私原则，包括不用学生和教师数据训练 AI 模型、限制数据收集、以通俗语言向家庭披露工具运作方式、禁止 AI 伴侣，以及对高风险决策进行人工审查。

Microsoft 政策/监管

01:35

Satya Nadella@satyanadella

AI 评分 57/100

Microsoft 与美国教师联合会发布全国校园 AI 安全与隐私标准This first-of-a-kind agreement will set a new standard for safe and responsible AI use in schools. We are making these protections available to every school district in the US.译Microsoft 与美国教师联合会（AFT）宣布National AI Safety & Privacy Standard for Schools，Satya Nadella 表示将把该协议 protections 提供给全美每个学区。协议原则包括儿童优先、学生不是产品、教师不是 beta 测试者、学校不应成为数据收集或实验的来源，详情见 https://aka.ms/AA135w6l。

Brad Smith: Today, I stood with the American Federation of Teachers President Randi Weingarten to announce the National AI Safety & ...

Microsoft 行业动态

9月9日9月9日周三

星期三 · 2 条

22:59

DAIR.AI@dair_ai

AI 评分 59/100

微软发布 FrogNano 报告：用在线任务合成训练 4B 编码智能体Banger report from Microsoft.(bookmark it)They show that it's possible to build competitive small coding agents without traditional distillation from frontier models.This is a big deal!The work describes how they achieved this.They introduce a 4B coding agent trained on roughly 1,500 software engineering environments.The cool thing is that they use no distillation from a larger model at any point.FrogNano is post-trained purely with RL on synthetic tasks.The target is a coding agent that runs on minimal machines, which rules out both a frontier backbone and a frontier teacher.The ingredient the report credits the most is online task synthesis.The pipeline generates tasks calibrated to the frontier of learnability for the current checkpoint, so the agent always trains on problems it can just barely solve. The authors argue that calibration, rather than the volume of synthetic data, is what makes this work.This means that competitive small coding agents can be trained from synthetic tasks alone.And generating those tasks at the current agent's learnability frontier is what makes this particular training productive.The report covers training methodology, evaluations across diverse environments, and analyses of what the agent learned.Paper: https://academy.dair.ai/papers/frognano-training-a-4b-coding-agent-via-online-task-synthesis-2609.07925译微软发布 FrogNano 报告，训练出一个 4B 编码智能体，在约 1，500 个软件工程环境上纯用 RL 后训练，全程不依赖更大模型蒸馏。关键是在线任务合成流水线，按当前 checkpoint 的可学习性前沿生成任务，作者认为校准而非合成数据量是成效所在。

智能体 Microsoft 数据/训练编码

05:28

Ars Technica：AI（RSS）

AI 评分 53/100

微软9月补丁日修复约972个漏洞创纪录，其中112个为严重级别

微软9月补丁日修复约972个漏洞，创历史纪录，其中112个达到严重级别，而两个月前的纪录还是570个。文章提到 OpenAI、Anthropic、Google、Microsoft 等超过100家公司和组织两周前发布公开信，警告 AI 加持的攻击正在压缩漏洞修补窗口，Zero Day Initiative 研究员 Dustin Childs 称这种激增是“新常态”。

Anthropic Google Microsoft OpenAI

9月8日9月8日周二

星期二 · 2 条

16:58

IT之家（RSS）

AI 评分 65/100

微软发布 Project Opal：Copilot 智能体可连续数小时或数天自主完成任务

微软 CEO 纳德拉于 9 月 7 日宣布为 Microsoft 365 Copilot 推出 Project Opal，定位为在可控、可追踪环境中规划并执行复杂长周期任务的 AI 智能体，可连续工作数小时或数天。

智能体 Microsoft 产品更新

07:10

Rohan Paul@rohanpaul_ai

AI 评分 57/100

The Seattle Times 和 Newsday 起诉 OpenAI 与微软，指控版权侵权The Seattle Times and Newsday sued OpenAI and Microsoft, alleging unauthorized copying across both AI training and generated outputs.The complaint says the companies used the publishers' journalism, including paywalled material, without permission and can reproduce or closely paraphrase that reporting.also allege trademark dilution through fabricated material attributed to their brands, pushing the dispute beyond training data alone.They are seeking damages and destruction of training sets and AI models containing their work, although no court has ordered either remedy.btw, The Seattle Times has received Microsoft philanthropy support and participated in a $10M AI fellowship funded by Microsoft and OpenAI, yet that cooperation did not prevent the copyright dispute.译The Seattle Times 和 Newsday 起诉 OpenAI 和微软，指控两家公司在 AI 训练和生成输出中未经授权复制其新闻内容，包括付费墙材料。

Microsoft OpenAI 行业动态

9月7日9月7日周一

星期一 · 2 条

07:42

The Verge：AI（RSS）

AI 评分 55/100

Seattle Times 和 Newsday 起诉 OpenAI 与微软侵犯版权

Seattle Times 和 Newsday 起诉 OpenAI 与微软，指控两家公司未经许可将其新闻报道用作 AI 模型训练数据，并在用户提问时复现报道段落。由于 Copilot 基于 OpenAI 技术，微软也被列为被告；此前纽约时报、Ziff Davis、Merriam-Webster、Encyclopedia Britannica 及近 400 家地方报纸已提起类似诉讼。

Microsoft OpenAI 行业动态

01:40

Rohan Paul@rohanpaul_ai

AI 评分 64/100

Microsoft 论文提出把推理成本蒸馏为技能，GPT-5.4-mini 用更少 token 恢复 55%-100%+ 推理收益What if you could pay the reasoning cost once, then reuse what the model learned across future tasks?New Microsoft paper finds that some expensive test-time reasoning can be replaced with a small set of rules learned from previous agent runs.The paper tests a cheaper alternative: collect 35–50 past trajectories, have a coding agent extract recurring failure patterns, then turn those patterns into a small markdown skill added to the non-reasoning model’s system prompt.For GPT-5.4-mini, those skills recovered 55%–100%+ of the gap between non-reasoning and reasoning modes across 4 agent benchmarks, while using 2.9–4.5× fewer output tokens than reasoning.On ALFWorld and τ²-retail, the skilled non-reasoning model actually beat the reasoning mode.The useful part is that the distiller did not need reasoning traces: skills built only from cheap non-reasoning rollouts were competitive across all 4 domains.The limit is equally useful: reasoning still won on telecom and SpreadsheetBench, where each task contains more instance-specific dependencies that a fixed skill cannot capture.So the practical split is: distill repeated procedures once, then reserve expensive test-time reasoning for the tasks that genuinely need fresh search.译Microsoft 论文提出把昂贵测试时推理摊销为蒸馏技能：收集 35-50 条历史轨迹，由编码智能体提取重复失败模式并编译成 markdown 技能加入非推理模型 system prompt。

智能体 Microsoft 推理数据/训练

9月6日9月6日周日

星期日 · 2 条

19:31

IT之家（RSS）

AI 评分 56/100

微软发布 AI 快速入门指南，30 分钟即可生成并发布 WinUI 原生应用

微软发布快速入门指南，开发者借助 AI、VS Code、winapp CLI 和 GitHub Copilot 免费版，从空文件夹开始约 30 分钟即可创建并发布 WinUI 3 应用，无需安装 Visual Studio，流程包括让 AI 智能体添加功能、测试、打包成 MSIX 并提交 Microsoft Store。

智能体 Microsoft 产品更新编码

07:02

TechCrunch：AI（RSS）

AI 评分 61/100

《西雅图时报》与 Newsday 起诉 OpenAI 和 Microsoft 涉嫌版权侵权

《西雅图时报》和 Newsday 起诉 OpenAI 与 Microsoft，指控其用新闻内容训练 AI，诉状称 AI 可能让新闻业“破碎到无法修复”。这是继 2023 年《纽约时报》起诉后又一起新闻机构诉讼，且《西雅图时报》的新闻项目和奖学金曾获得 Microsoft 与 OpenAI 资助；Microsoft 发言人表示对诉讼感到意外，但愿意坐下来探讨解决方案。

Microsoft OpenAI 行业动态

9月5日9月5日周六

星期六 · 10 条

18:30

IT之家（RSS）

AI 评分 63/100

《西雅图时报》与《新闻日报》起诉 OpenAI 和微软，指控 AI 训练侵犯版权

据路透社报道，《西雅图时报》与《新闻日报》于 9 月 4 日起诉 OpenAI 和微软，指控其未经授权复制新闻报道（含付费墙内容）用于训练 ChatGPT、微软 Copilot 及必应 AI 检索。

Microsoft OpenAI 行业动态

15:30

IT之家（RSS）

AI 评分 50/100

微软发布 MAI-Image-2.6-Flash：生图速度是 GPT Image 2 的 2 倍

微软于 9 月 4 日发布自研图像生成模型 MAI-Image-2.6-Flash，并通过 Microsoft Foundry 开放公开预览。该模型与旗舰版 MAI-Image-2.6 共享文生图和图像编辑核心能力，重点优化速度与成本；微软 AI 负责人 Mustafa Suleyman 称其生图速度是 GPT Image 2 的 2 倍，GPU 效率提高 72%。

Microsoft 图像生成模型发布

11:30

IT之家（RSS）

AI 评分 42/100

微软预告 Excel 新增 Copilot Canvas AI 画布，打造可视化交互式数据看板

据 Windows Latest 报道，微软计划为 Excel 推出 Copilot Canvas 功能，可将工作簿中的图表、关键指标和分析洞察整合为交互式画布，并支持自然语言对话修改内容。画布保持连接原始工作簿，数据变化后自动更新，微软计划未来几周逐步推送并预计 10 月初完成部署。

Microsoft 产品更新多模态

07:30

IT之家（RSS）

AI 评分 52/100

微软公布 Zenith 计划，面向开发者推出预配置 Win11 Pro 开发 PC

微软宣布 Zenith 计划，将与硬件合作伙伴从今年晚些时候起推出预装特殊配置 Windows 11 Pro 的开发者 PC，首批采用 AMD Ryzen AI Halo 平台。