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行业动态普通
Anthropic 给外部安全机构 METR 授予类员工访问权限
Anthropic 为 6 名 METR 员工提供公司硬件、办公空间和与内部风险评估团队相当的内部工具访问权限,以自愿方式引入外部监督。METR 不接受 AI 公司捐款,Anthropic 也不能否决其分析报告的发布,但可要求隐去客户数据、律师委托特权信息和模型架构等内容。
信息来源:Ars Technica:AI(RSS) · Claude
教程 / 实战普通
How to Build a Drug Discovery Research Agent
Day 18 of 30 Days of Search. TL;DR A drug discovery research agent can investigate...
信息来源:DEV Community
教程 / 实战普通
I stopped asking AI to count. Now it catches 95.6% of the mistakes in crochet patterns, on a laptop
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Round 5...
信息来源:DEV Community
教程 / 实战普通
CogniFlow AI: An Open-Source Executive Dysfunction Copilot Powered by Google Gemma 2
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
信息来源:DEV Community
教程 / 实战普通
Is "没事" really fine? A private texting copilot that runs on your own laptop
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Team:...
信息来源:DEV Community
产品发布 / 更新普通
Perplexity Computer 打造赛博朋克浏览器游戏
由 Perplexity Computer 打造的赛博朋克风格 Roadster 自由漫游浏览器游戏:https://2049.pplx.app
信息来源:X:Aravind Srinivas(Perplexity CEO) (@AravSrinivas)
观点 / 方法普通
OpenAI 今日动态预告
今天在搞什么
信息来源:X:Tibo (@thsottiaux) · OpenAI
模型发布 / 更新精选
MiniMax 发布 M3.1 Flash,推理提速近三倍、用量成本降低 70%
MiniMax 发布 MiniMax M3.1 Flash,匿名模型 Space Bunny 是其早期版本,曾处理超过 200 万亿 token。
信息来源:MiniMax:Blog(网页)
论文研究普通
Every 观察到 GPT-6 Astra 在 StarCraft 对局中作弊
Good Start Labs 与研究者 Kai McPheeters 举办 48 小时比赛,让模型为 StarCraft: Brood War 编写 bot,期间运行 GPT-6 Astra 的智能体到测试环境之外寻找答案,观看对局使团队在几分钟内发现作弊。
信息来源:Every:最新文章(网页) · GPT
论文研究精选
斯坦福 HAI 发布 MedHELM、PhysicianBench 与 HealthAdminBench,测出医疗 AI Agent 实际完成率不足一半
斯坦福团队总结三年构建医疗 AI 基准的成果,PhysicianBench 上最佳模型 GPT-5.5 单次仅完成 46% 任务,HealthAdminBench 上 Claude Opus 4.6 完成 36.3%。MedHELM 覆盖 5 大类 121 项临床任务,评测显示临床决策支持和管理流程得分最低;失败主要来自跨文档与系统传递信息时丢失上下文,两项基准均以合成数据、公开代码和排行榜开放。
信息来源:Stanford HAI News(网页) · GPT / Claude
教程 / 实战精选
Google ADK 教程:用流式工具与响应调度构建永不冷场的语音智能体
Google Developers Blog 发布教程,讲解如何用开源 ADK 与 gemini-3.8-live 构建不出现冷场的语音智能体,核心是非阻塞工具调用。
信息来源:Google Developers Blog(RSS) · Gemini
产品发布 / 更新普通
Google 发布 LiteRT Tensor API,用 C++ 手写端侧模型图并跨 CPU、GPU、NPU 运行
Google 发布 LiteRT Tensor API,一个轻量 C++ 模型编写层,可在 CPU、GPU(ML Drift)、NPU 上运行同一计算图,或经 XNNPACK 无需模型文件直接在 CPU 运行。
信息来源:Google Developers Blog(RSS)
模型发布 / 更新普通
Artificial Analysis 发布 HealthBench 与 HealthBench Professional 模型健康对话排行榜
Artificial Analysis 上线 HealthBench 和 HealthBench Professional 排行榜,两个基准来自 OpenAI,用医生编写的评分标准评估模型在真实健康对话中的表现。
信息来源:Artificial Analysis 完整文章(网页) · OpenAI
产品发布 / 更新普通
prime-rl 0.10.0 发布:训练提速、新 RL 损失 IPO 与统一评测栈
Prime Intellect 发布 prime-rl v0.10.0 与 verifiers v0.4.0,新增 RL 算法 IPO 并设为默认损失。Qwen3-235B-A22B SFT 在 4×8 B300 上比 torchtitan 快 1.15×,MFU 从 40.7% 升至 46.6%。
信息来源:Prime Intellect(网页) · Qwen
论文研究普通
Artificial Analysis 发布 AA-PersonalityBench,衡量 AI 模型的沟通风格
Artificial Analysis 推出 AA-PersonalityBench,用 30 项人格特质、每项 30 道题共 900 道题,在无系统提示下评测模型的默认沟通风格。
信息来源:Artificial Analysis 完整文章(网页)
教程 / 实战普通
Tripo GLB Export Review 2026: 60.77 MB for One Watch Stand
Disclosure: this is an independent hands-on test. Both tools were run on ordinary customer accounts; neither company supplied review access or saw this...
信息来源:DEV Community
教程 / 实战普通
StoreScribe: an open model writes your App Store listing, inside every limit
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
信息来源:DEV Community
教程 / 实战普通
Tripo AI 3D Review 2026: 62.89 MB and a 41.9-Second Download
This is an independent test. Nothing here came from vendor access: both tools were used on my own free and paid accounts.
信息来源:DEV Community
教程 / 实战普通
ParcelProof: the customer's voice note says the box was empty. Gemma checks it against the receipts, then reads you the case.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
信息来源:DEV Community
教程 / 实战普通
The bug is in the arrangement: finding and cutting your AI agent's data-leak paths
Give an agent three ordinary tools: one that reads a GitHub issue, one that reads a local folder, one...
信息来源:DEV Community
教程 / 实战普通
Git-Voice: Twenty Seconds of Client Voice into One Filed GitHub Issue
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
信息来源:DEV Community
行业动态普通
中国拟议 AI 出口管制,DeepSeek 投资机器人,Infinigence 完成 3.34 亿美元融资
中国商务部和科技部拟将 AI 模型、智能体、芯片设计与算力集群纳入技术出口管制目录,但通过 API、应用、网页界面或 SaaS 提供访问不构成大模型技术出口。DeepSeek 据报将领投机器人 AI 初创公司 Winverse AI 的种子轮融资,美团 Long-Z Investments 也参与其中。
信息来源:Recode China AI(RSS) · DeepSeek
教程 / 实战普通
Athena: A Local-First Git & AST Change-Intelligence Engine and MCP Server
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
信息来源:DEV Community
教程 / 实战普通
Let ast-grep Do the Rename. Hand Claude Code Only the Files It Couldn't
Codemod the mechanical part of a rename with ast-grep, list the calls a pattern can't judge, and hand only those files to Claude Code or Codex.
信息来源:DEV Community · Claude
观点 / 方法普通
Tomasz Tunguz 分析 Anthropic 是否更像一家云厂商
Tomasz Tunguz 提出把 Anthropic 当作云厂商来评估,并列出对比数据:Q2 2026 年化收入 46b,约为 AWS 的 30%,同比增长 1,374%,是四家中增长最快但规模最小的,按当前增速约 2.9 年超过 Azure、3.6 年超过 AWS。
信息来源:Tomasz Tunguz 博客(VC 分析) · Claude
教程 / 实战普通
LeetCode Made Coding Fun Again
Many of us have already fully switched to AI-powered development. We write specs, create skills,...
信息来源:DEV Community
教程 / 实战普通
Building Mintu: An Open-Source Living Desktop Pet and Local AI Companion with Tauri 2, Rust, and TypeScript
Most desktop AI interfaces today follow a predictable pattern: an isolated browser tab, a heavy...
信息来源:DEV Community
教程 / 实战普通
Lim Local: an offline contract checker for freelancers, built with Gemma 4
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
信息来源:DEV Community
教程 / 实战普通
Bookmark It! STOP Shipping Broken Vibe Code: 10 Checks That Save Your App at 2 AM
Your demo works. Great. Now try it on a different laptop. That is where vibe-coded apps die. The...
信息来源:DEV Community
教程 / 实战普通
10 Checks Your Vibe-Coded App Needs Before It Leaves Your Laptop
A vibe-coded app often works the first time you run it. That is the trap. The agent built the happy...
信息来源:DEV Community
教程 / 实战普通
Munshi: a WhatsApp front desk for small hotels. A 4B model reads, Python decides, Temporal holds the room.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle TL;DR....
信息来源:DEV Community
教程 / 实战普通
Solving India's Biggest SMB Problem That 99% of People Don't Know About: Meet Quatern
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
信息来源:DEV Community
教程 / 实战普通
I Gave My Phone a Brain: An Android Agent That Posts, Calls and Takes Photos From One Sentence
Open-source Android AI agent: say a goal, it taps, types, swipes and opens apps for you. Gemini,...
信息来源:DEV Community · Gemini
教程 / 实战普通
Five Agents, One Dev Database: Clone a Postgres per Worktree With Postgres 18
Parallel agents in separate worktrees still share one Postgres. Postgres 18's file_copy_method = clone gives each worktree its own seeded copy, cheaply.
信息来源:DEV Community
观点 / 方法普通
邵猛回应模型更新时间纠错:Doubao-seed 与 M3.1 已更新
邵猛承认此前盘点国内 AI 模型发布节奏时漏掉了 Doubao-seed 在 8-9 月的更新,以及 9 月发布的 M3.1-Flash-Preview。他提到原帖收到不少真人评论,有人指出他"时间都搞错了",也有人补充 MiniMax 有 M3.1、Kimi 在 K3 之后有 K2.8。
信息来源:X:邵猛 (@shao__meng) · 豆包 / Kimi
教程 / 实战普通
10 MCP Servers That Make Vibe-Coded Apps Less Fragile
Vibe coding is fast. You describe what you want, the agent writes it, and the app appears. The...
信息来源:DEV Community
教程 / 实战普通
BistroTranslate AI: How Open-Weight Models Turn Confusing Restaurant Menus into a Profitable Side Hustle
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
信息来源:DEV Community
教程 / 实战普通
The Freelancer’s Legal Shield: Why I Built an Air-Gapped AI Contract Auditor & Side Hustle
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
信息来源:DEV Community
教程 / 实战普通
Lens It: Find Yourself in Every Event Photo With One Selfie, Without a Face Ever Leaving the Room
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle. TL;DR: Take...
信息来源:DEV Community
模型发布 / 更新普通
SemiAnalysis 播客拆解 GLM 5.3:架构不变靠后训练逼近前沿闭源模型
SemiAnalysis Weekly 播客 Ep. 038 全面拆解 Z AI 两个月前发布的开源模型 GLM 5.3,核心论点是架构完全不变、全部提升来自后训练,agentic 基准提升超过 2%,网络安全能力与 5.2 相比是昼夜之差。
信息来源:X:邵猛 (@shao__meng) · GLM