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模型发布 / 更新普通2026-11-01 15:56

AIHOT 模型榜扩至 56 份评测集并重排 ELO

AIHOT 模型榜将抓取的公开评测集从 39 份增加到 56 份，按原有算法对所有模型重新进行 ELO 排名，并剔除未正式上线的模型。综合与编程第一为 Claude Opus 5.5，科研与知识第一为 GPT-6 Astra，办公第一为 Gemini 4 Argon。

信息来源：X：卡兹克 (@Khazix0918) · GPT / Claude / Gemini

产品发布 / 更新普通2026-11-01 15:47

DeepSeek 开源 Router-Worker 编码智能体 dsh-superagent

DeepSeek Harness 团队以 MIT 许可开源编码智能体原型 dsh-superagent v0.1.0，面向单个 GitHub 仓库，可监听 GitHub 和可选的 Feishu 请求并生成并行工作的 Ticket。

信息来源：MarkTechPost（RSS） · DeepSeek

行业动态普通2026-11-01 15:46

Greenhouse 调查：Z 世代求职者担心 AI 润色简历让自己过不了 AI 初筛

Greenhouse 对英国、爱尔兰 1100 多名求职者的调查显示，81% 求职者在仅递交简历、未与人事交流的情况下被拒，42% 候选人过去 12 个月参加过 AI 面试，其中 57% 认为这类面试有机会展示技能。

信息来源：IT之家·人工智能

行业动态普通2026-11-01 15:15

Exin Therapeutics 让 AI 智能体给小鼠做脑部手术治疗癫痫

生物科技初创公司 Exin Therapeutics 声称已让 AI 智能体对小鼠进行脑部手术治疗癫痫，CEO Gabriel Ocana-Santero 在 X 上分享了过程。

信息来源：IT之家·人工智能

教程 / 实战普通2026-11-01 15:02

Ghosts in node_modules: I trained an open model to predict which packages will be abandoned

DepForecast: A Weather Forecast for the Ghosts in Your node_modules (work in...

信息来源：DEV Community

教程 / 实战普通2026-11-01 15:00

Bhoot Shell: My Terminal Is Haunted, and the Ghost Runs on Local Gemma

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4, "Ghost in the...

信息来源：DEV Community

教程 / 实战普通2026-11-01 14:59

Phantom Sensor Log — Local System Anomaly & Hardware Horror Generator

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

信息来源：DEV Community

教程 / 实战普通2026-11-01 14:47

I Built IntentChord to Bring Human Control to AI Coding Agents — Contributors Welcome

AI coding agents can write code, modify files, and report that a task is complete. But a...

信息来源：DEV Community

教程 / 实战普通2026-11-01 14:37

From a Simple "Mark as Seen" to Feedgrab & Ghostify: Story of My Life!

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...

信息来源：DEV Community

教程 / 实战普通2026-11-01 14:35

Paper Ghosts: I screened 370 million old newspaper articles for ghosts. One was a magic lantern

Real ghost reports printed in American newspapers between 1846 and 1933, each shown with its original scan and the exact words behind every fact. Never a retelling.

信息来源：DEV Community

教程 / 实战普通2026-11-01 14:30

Wraith: a ghost in my zsh that stops your hand before the dangerous command runs

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

信息来源：DEV Community

教程 / 实战普通2026-11-01 14:18

Ofrenda: A Private, Offline Remembrance Writer for Día de los Muertos

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

信息来源：DEV Community

行业动态普通2026-11-01 14:11

Grok 模型将于 11 月 7 日起为生成文本添加隐形水印以响应欧盟 AI 法案

SpaceXAI 宣布自 11 月 7 日起为 Grok 模型生成的文本添加隐形水印，以响应欧盟《人工智能法案》要求。

信息来源：IT之家·人工智能 · Grok

教程 / 实战普通2026-11-01 14:07

I lost 3 hackathons in a row. So I built a vampire judge to tell me why.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...

信息来源：DEV Community

教程 / 实战普通2026-11-01 13:56

I Built a Ghost That Shows You Your Future as a Comic Book (100% on My Laptop, Wi-Fi Off) 🎃🕯️

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine On...

信息来源：DEV Community

教程 / 实战普通2026-11-01 13:52

My Screen Recorder Is Haunted (On Purpose) Booya!!

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...

信息来源：DEV Community

教程 / 实战普通2026-11-01 13:18

Are You a Web Developer or a Browser Expert? 7 Tests I Failed Building a Photo Editor That Never Uploads Your Photos

Description: On-device AI, WASM threads, target-size compression, inpainting and 3D LUTs in...

信息来源：DEV Community

教程 / 实战普通2026-11-01 12:51

Unhaunt: 215 ghost accounts in my inbox, and my local AI wanted to delete 23 I still use

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

信息来源：DEV Community

教程 / 实战普通2026-11-01 12:36

I put my AI agent on my Apple Watch, and it runs on my own computer

Flash for Apple Watch lets you chat with your AI, approve its actions, and manage background agents from your wrist. And it works away from home too.

信息来源：DEV Community

教程 / 实战普通2026-11-01 12:15

It's time to come back to the POT - PeopleOfdPast

Welcome to the POT 👻 ⚠️ A small note before trying the live demo I'm hosting...

信息来源：DEV Community

教程 / 实战普通2026-11-01 12:00

Unfinished Business: Four AI Spirits for Abandoned Code

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...

信息来源：DEV Community

教程 / 实战普通2026-11-01 11:01

Stop your AI agent deleting things: human approval for destructive MCP tools

A TypeScript pattern for MCP servers: preview, human approval via elicitation, token fallback, and tests that try to break it.

信息来源：DEV Community

教程 / 实战普通2026-11-01 11:01

Claude Code's Safety Telemetry Event Lived Six Days. Audit Your Agents With Git

Claude Code 2.1.307 added claude_code.safety_event. 2.1.312 stopped sending it. Alerts built only on vendor telemetry break quietly. Git and hooks don't.

信息来源：DEV Community · Claude

教程 / 实战普通2026-11-01 10:39

I Brought Google Reader and Yahoo Pipes Back From the Dead with AI at it's core!

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...

信息来源：DEV Community

教程 / 实战普通2026-11-01 10:26

Will your ideas survive execution?

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

信息来源：DEV Community

教程 / 实战普通2026-11-01 10:22

My Local AI Invented 162 Python Packages. I Reran Everything From Scratch, and 161 Came Back.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine I...

信息来源：DEV Community

行业动态普通2026-11-01 10:22

TechCrunch 记者观察：数据中心成为美国中期选举议题

TechCrunch 记者 Dominic-Madori Davis 报道，在 Newsreel 于布鲁克林举办的中期选举活动上，AI 与数据中心几乎主导了每场讨论。

信息来源：TechCrunch：AI（RSS）

教程 / 实战普通2026-11-01 10:01

Claude Code 2.1.316 Stops Asking Before Your Org's Managed Settings Apply

On Team and Enterprise logins, Claude Code 2.1.316 applies server-managed settings with no approval prompt. Subagents also get their own effort default.

信息来源：DEV Community · Claude

教程 / 实战普通2026-11-01 09:50

Undo for AI agents: a draft spec for taking back what an agent already did

A sales agent is tidying up the Q4 pipeline. It marks deal D-881 as Won in the CRM, books a kickoff...

信息来源：DEV Community

教程 / 实战普通2026-11-01 09:31

Witching Hour: even a ghost has to cite its sources

Have you ever felt watched? Coat on. Keys in hand. You are about to go out, but something feels...

信息来源：DEV Community

教程 / 实战普通2026-11-01 09:19

Poltergit: I held a séance with a line of code, and it told me why it exists

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...

信息来源：DEV Community

模型发布 / 更新普通2026-11-01 09:02

商汤开源 SenseNova Loop-9B-Preview：9B 参数媲美 27B 模型

商汤科技开源日日新 SenseNova Loop-9B-Preview，采用 Looped Transformer 架构，通过循环计算扩展有效计算深度，在仅 9B 参数下宣称媲美 27B 参数模型。

信息来源：IT之家·人工智能

教程 / 实战普通2026-11-01 09:01

Before Your Agent's First Prompt on a Legacy Repo, Build a 2,000-Token Project Map

Agents spend their first turns on a legacy repo running ls and grep. Build a project map with scc, git log and jq, keep it under 2,000 tokens, hand it over.

信息来源：DEV Community

教程 / 实战普通2026-11-01 08:41

All That Glisters Is Softmax: Shiny-Object Interns, Airplane-Magazine Execs, and Why AI Labs Can Only Bake In Half the Scars

Why do an eager intern with a Hacker News blog post, a C-level executive stepping off an airplane with an in-flight magazine, and a trillion-parameter LLM all walk straight into the exact same production bog? And why even Google DeepMind c…

信息来源：DEV Community · Gemini

行业动态普通2026-11-01 08:40

Roblox 平台 AI 游戏突破 7 万款，9 月排名前 100 作品超 80% 使用 AI 辅助开发

Roblox 在 2026 财年第三季度报告中披露，平台用 Build 创建的 AI 游戏已超 7 万款，9 月游玩时长排名前 100 的游戏中超 80% 使用 AI 辅助开发。

信息来源：IT之家·人工智能

教程 / 实战普通2026-11-01 08:34

Grok Bot 团队管理小指南：少而精、存技能、用语音

一份 Grok Bot 团队管理指南建议：bot 不在多，几个好用的比一大堆更好管理，并让 bot 把做事方法存成技能以保持长期一致。指南还建议多接连接器、使用 Vault，让 bot 拥有自己的邮箱和账号，并找出仍在手动或复制粘贴的步骤交给 bot 接手。作者最推荐用语音把想法一股脑说出来，再让 bot 用自己的话复述以确认理解。

信息来源：X：indigo (@indigox) · Grok

行业动态普通2026-11-01 08:31

美国司法部公布 Operation Ghostbusters 行动，AI 假学生骗取超 2 亿美元学生贷款

美国司法部于当地时间 10 月 31 日公布 Operation Ghostbusters 行动结果，调查针对联邦学生资助（FAFSA）项目的欺诈行为。诈骗者用被盗身份申请学生贷款，并利用 AI 完成申请，使假学生看起来像在参加在线课程，部分剩余款项流入诈骗者账户并转移海外，多名未上大学的受害者背上贷款。

信息来源：IT之家·人工智能

行业动态精选2026-11-01 08:22

OpenAI 12月起将ChatGPT与Codex合并为统一Token额度

作者引述OpenAI凌晨更新的帮助文档称，从12月开始Plus和Pro用户的ChatGPT聊天与Codex用量将合并为同一Token额度，仅Instant聊天不受影响。作者回顾此前按条数计费的历史、一个月内Codex Pro额度先降后恢复的运营反复，以及社区在GitHub上提issue抗议的反应，认为合并与IPO预期下的算力成本压力有关。

信息来源：公众号：数字生命卡兹克 · OpenAI / ChatGPT

行业动态普通2026-11-01 08:12

消息称 Spotify 计划 2027 年初推出 AI 音乐混音服务，订阅用户或需每月额外付 4 至 5 美元

据金融时报报道，Spotify 计划于 2027 年第一季度推出 AI 音乐混音服务，可能在 2 月格莱美奖前后亮相，订阅用户或需每月额外支付 4 至 5 美元。

信息来源：IT之家·人工智能

教程 / 实战精选2026-11-01 08:00

OpenRouter 教程：用 Responses API 构建可在 Linux 沙箱验证 bug 的 AI 代码审查脚本

OpenRouter 发布教程，介绍一个 233 行、仅用标准库的 review.py，通过 Responses API 组合 Files API、Shell 沙箱工具和 Apply Patch 工具，把变更文件上传到托管 Linux 沙箱，让模型实际运行检查确认 bug 并返回 V4A 补丁。

信息来源：OpenRouter：Announcements（RSS）