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教程 / 实战普通
Google, Bing and OpenAI Move Toward Shared AI Training Controls in robots.txt
Google, Microsoft and OpenAI have signaled support for a shared way for websites to express...
信息来源:DEV Community · OpenAI
论文研究普通
Andy Hall 研究分析:AI 审计模型能抓住大部分智能体不当行为,但误报太多
Anthropic 研究院研究员 Andy Hall 在 Substack 发文,基于 METR 的 MALT 数据集和上海交大 R-Judge 数据集测试多个模型作为 AI 审计员的效果。
信息来源:The Decoder:AI News(RSS) · Claude
论文研究普通
Vals AI 研究:Thinking Machines 的 Inkling 2 Small 在基准测试中爆粗口 316 次
Vals AI 研究人员读取 Thinking Machines 的 Inkling 2 Small 在 13 个基准、2655 次运行中的思考日志,发现 50 次运行出现 "fuck" 及其变体,共 316 次,其中 241 次来自两次失控运行。
信息来源:The Decoder:AI News(RSS)
教程 / 实战普通
The Correct Timestamp Was in My Agent's Prompt. It Still Said We Were Talking.
At 05:57 Eastern on November 6 my agent ran a scheduled self-audit. The audit handed it the correct...
信息来源:DEV Community
教程 / 实战普通
UK CMA Requires Google to Separate AI Search Click Metrics for Publishers
The UK Competition and Markets Authority (CMA) has required Google to give publishers more detailed...
信息来源:DEV Community
模型发布 / 更新普通
Artificial Analysis 发布 Decision Index v2:新增私有数据集与校准型 Decision Score
Artificial Analysis 发布 Decision Index v2,45% 的指数改由私有数据集构成(v1 为 25%),并采用同时奖励正确率与置信度校准的新指标 Decision Score。
信息来源:Artificial Analysis 完整文章(网页)
观点 / 方法普通
The Verge 评测 NYT Cooking AI 助手:改鸡饭很成功,做蛋糕险翻车
The Verge 作者实测 NYT Cooking 在 iOS 端推出的 AI 助手,它会基于用户评论训练,可在食谱页根据现有食材生成新版本食谱并以 Your Version 标签高亮改动,且不改动原食谱。
信息来源:The Verge:AI(RSS)
行业动态普通
纽约时报调查称美国批准 Nvidia H200 销售给空壳中国公司
据纽约时报报道,美国政府正批准与受贸易限制实体有关联的中国公司购买 Nvidia H200 芯片,其中获批公司 New Matrix 成立仅 17 个月,登记地址的楼宇目录和物业均查无此公司,办公室空置。其所有者关联一家 2024 年起被美方列入黑名单的中国私募股权公司。Nvidia 在拜登时期被限制对华售芯片,特朗普政府在 Nvidia 同意上缴 15% 销售分成后放宽限制。
信息来源:The Verge:AI(RSS) · NVIDIA
论文研究普通
Vals AI 基准测试显示开源与闭源模型网络攻击能力差距持续缩小
The Decoder 报道 Vals AI 的 CyberOffense 基准测试,AI 智能体可在无人工干预下自主攻入模拟企业网络。OpenAI 限制级 Daybreak 项目的 GPT-6 Sol 以 80.8% 目标完成率居首,开源的 Deepseek V4.1 Flash 1017 达 72.8%,单次成本约 3 美元、远低于闭源模型约 22 美元。
信息来源:The Decoder:AI News(RSS) · OpenAI / GPT / DeepSeek
教程 / 实战普通
SMX Next 2026 Signals a Cross-Platform Shift in GEO for 2027
SMX Next 2026 is putting a clear strategic question in front of search marketers: how should organic...
信息来源:DEV Community
教程 / 实战普通
Ubuntu Core Desktop Is Coming in 27.04 - And It Kills sudo apt (But Maybe That Is the Point?)
I can't believe I'm saying this, but Ubuntu might be about to change for good. Not a new wallpaper...
信息来源:DEV Community
教程 / 实战普通
ChatGPT Ads Generated Less Revenue Per Visit Than Google Search, Study Finds
A working paper examining ChatGPT’s international advertising rollout suggests that paid traffic from...
信息来源:DEV Community · ChatGPT
教程 / 实战普通
I probed 791 x402 sellers. 306 answer 200 on a path they call paid.
791 sellers advertise paid x402 endpoints. I called every route once and graded what came back. Here...
信息来源:DEV Community
教程 / 实战普通
Decoder 访谈:Alex Stamos 谈 AI 如何颠覆网络安全并进入「黑暗时代」
The Verge Decoder 节目访谈 Cognition 安全负责人 Alex Stamos,他认为 AI 驱动的攻击正在颠覆传统网络安全行业,行业将先进入一段「黑暗时代」。
信息来源:The Verge:AI(RSS)
行业动态普通
法官裁定 Anthropic 须继续应对 Claude Max 额度虚假宣传指控
美国联邦治安法官谢文辉(Alex Tse)裁定,Anthropic 须继续应对 Claude Max 套餐额度涉嫌误导消费者的主要指控,同时驳回其他几项诉求。
信息来源:IT之家·人工智能 · Claude
教程 / 实战普通
I Let Three AI Agents Run an Incident. The Most Useful Thing They Did Was Refuse Me.
Building a human-gated incident team on Switch, with Claude Code agents working in Mattermost and...
信息来源:DEV Community · Claude
教程 / 实战普通
Your AI agent isn’t stuck because it’s dumb. It’s stuck because it has amnesia.
Imagine being on call at 3 AM. An alert fires. A service is down, and logs are filling up with...
信息来源:DEV Community
教程 / 实战普通
One app to chat with Claude Code, Codex and OpenClaw on Windows, and what broke getting there
If you run Claude Code, Codex and OpenClaw on a Windows PC and want one app to chat with all of them,...
信息来源:DEV Community · Claude
教程 / 实战普通
An agent told me it deployed. I asked the server, and the containers were a day old
The message said: deployed, edge clean, no 5xx. Both of those things were true. The commit was on...
信息来源:DEV Community
教程 / 实战普通
I read 40 sources on spotting AI writing, code and images. Here's the prompt I made from them
I kept getting drafts back from ChatGPT and Claude with the same habits. "It's not just a tool, it's...
信息来源:DEV Community · ChatGPT / Claude
教程 / 实战普通
Google Reaffirms Technical SEO as a Foundation for AI Search
Google is again drawing a clear line between preparing for AI-driven discovery and chasing isolated...
信息来源:DEV Community
教程 / 实战普通
GPT Image 2.5 or Nano Banana 2.1? Cost per usable image
Answer: Nano Banana 2.1 is cheaper for iteration — 3 credits at 1K, 4 at 2K, 5 at 4K. GPT Image 2.5...
信息来源:DEV Community · GPT
教程 / 实战普通
AI Overviews overlap with top 10 organic results dropped from 76% to 17% in 18 months
In mid-2024, 76% of pages cited by Google AI Overviews also ranked in Google's organic top 10 for the...
信息来源:DEV Community
行业动态普通
印度全国软件与服务公司协会会长警告 AI 或使应届毕业生更难进入科技行业
据日经亚洲 11 月 6 日报道,印度全国软件与服务公司协会会长拉杰什·南比亚尔警告,随着 AI 接手基础编程和软件测试工作,印度应届大学毕业生进入科技行业可能更加困难,求职难要等到软件出口企业适应新商业环境后才能缓解。
信息来源:IT之家·人工智能
观点 / 方法普通
实测 SenseNova-6.8-Flash 做代码动画、UI、3D、SVG 四类产物的去 AI 味技巧
作者用商汤 SenseNova-6.8-Flash 实测代码动画、UI、3D 和 SVG 动态海报四类生成产物,对比 Opus 5.5 的差距并给出可复用的去 AI 味方法。
信息来源:X:卡尔的 AI 沃茨 (@aiwarts)
教程 / 实战普通
I Built the Missing Guardrails Package for Dart
I shipped a Flutter app to production last year with an LLM chatbot baked in. Two weeks later a user...
信息来源:DEV Community
教程 / 实战普通
The Junior Developer Comeback: Seniors will struggle to get a job?
Right now, juniors are struggling. Whether you're trying to become a developer, a designer, or a...
信息来源:DEV Community
产品发布 / 更新普通
可灵(Kling AI)推出 Kling 4.0 Keyframes 关键帧视频生成功能
可灵(Kling AI)官方介绍 Kling 4.0 的 Keyframes 关键帧功能,用户可从首帧到末帧控制视频内容。该功能支持最多 10 个关键帧引导场景展开,可在单次生成中从分镜到视频,Magnific 平台已可试用。
信息来源:X:可灵 Kling AI (@Kling_ai)
模型发布 / 更新普通
Nous Research 微调 Qwen3.8-27B 推出 Arete-27B,宣传率从 22% 降至 0.9%
Nous Research 对阿里巴巴 Qwen3.8-27B 进行约 5300 万 token 的监督微调,发布开源权重模型 Arete-27B,宣传性回答占比从 22% 降至 0.9%,事实得分从 2.32 升至 2.98。
信息来源:The Decoder:AI News(RSS) · Qwen
行业动态普通
METR 报告称 Anthropic 模型改进速度翻倍,引发安全研究者担忧
METR 发布对 Anthropic 的 11 周调查报告,称其 AI 模型改进速度约为一年前的两倍,相当于一年完成了过去约两年的进展,且研究者确信加速主要来自 AI 而非单纯扩大算力。
信息来源:The Verge:AI(RSS) · Claude
教程 / 实战普通
How to Master AWS for AI?
Ciao Amici 👋 Every hiking trail in the Alps has a map at the trailhead. A good one shows you the...
信息来源:DEV Community
教程 / 实战普通
How I Contributed 5 Integrations to Switch During the Flip the Switch Hackathon
Open source has always been one of my favorite ways to learn software engineering. You get to work...
信息来源:DEV Community
教程 / 实战普通
I hired an engineering team for my startup. None of them are people.
A PM, a builder, a tester and a reviewer research what users want and ship it test-first into a real finance app, inside Slack, through Switch. Here's how it works, what they caught, and how to run it yourself.
信息来源:DEV Community
教程 / 实战普通
Exhale: A Breathing Guide That Reads Your Breath While Claude Code Works
This is a submission for the Presage SmartSpectra SDK Challenge. You hand Claude Code a task. It...
信息来源:DEV Community · Claude
教程 / 实战普通
You Don’t Know If Your AGENTS.md Helps. You Just Keep Adding Rules.
TL;DR. You wrote the rules, talked through the plan and went to bed. In the morning you find that...
信息来源:DEV Community
观点 / 方法普通
GPT-Image-2.6 实测:10 个 GIF 玩法与提示语分享,附人脸漂移与成本问题
作者整理 GPT-Image-2.6 的 10 个 GIF 玩法并附提示语,包括黏土定格动画、抽象表情包、剪辑贴纸、loading 图、PPT 动态图表、产品演示、2.5D 爆炸图等,另测试了跨对话角色记忆、结构引出线拆解图和纯矢量 SVG 输出三项新能力。
信息来源:公众号:卡尔的AI沃茨 · GPT
论文研究普通
CMU 团队推出 Into the Unknown 基准,九个 AI 智能体无一通过国家实验室开放课题专家评审
Carnegie Mellon 大学团队联合美国能源部国家实验室推出 Into the Unknown 基准,让 9 个 AI 智能体基于原始论文、代码和数据开展开放性后续研究,135 份提交无一同时满足诚实、完整和专家标准三项要求,其中 114 份未通过诚信检查。
信息来源:The Decoder:AI News(RSS)
教程 / 实战普通
Building Warrant: Every Agent-Made Change, Traced to the Human Who Said Yes
How we built Warrant for the Flip the Switch Hackathon 2026—a deterministic scope gatekeeper and hash-linked authorization ledger for autonomous coding agents.
信息来源:DEV Community
教程 / 实战普通
You tried git-lrc. Meet LiveReview 👀
Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...
信息来源:DEV Community
产品发布 / 更新普通
Meshy 演示用 Meshy Relief 把画作变成浮雕吊坠
Meshy 演示 Meshy Relief 功能,可把画作浮雕或凹刻后导出到切片软件。视频中用 Meshy Agent 将《戴珍珠耳环的少女》转为 chibi 风格浮雕,打印后手绘上色,可作吊坠或钥匙扣。
信息来源:X:Meshy (@MeshyAI)