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一词一柱 · 方法论与数据页分离，避免关键词堆砌。

#12 · 国产模型Site-vertical guide

什么时候该用 Qwen

中文和代码混在一起、或者要本地部署时，看 Qwen。

#14 · 国产模型Site-vertical guide

什么时候该用 GLM

要按步骤调用工具、把复杂事讲清楚时，看 GLM。

#19 · 全景路径Site-vertical guide

30 秒决定进哪个站

一句话分流：工具 / 新手订阅 / Token / 中转部署 / 全景。

#31 · 全景路径Site-vertical guide

枢纽站该写多深

总览与分流够用；深度文留给垂直站。

#32 · 全景路径Site-vertical guide

RooHome 搜索意图地图

AI 比价、全景、一站式入口；不与垂直主词死磕。

#35 · 全景路径

特朗普新令：政府AI统一称超级智能

The US executive branch is no longer acknowledging the existence of "artificial intelligence." Going forward, official policy websites, policy documents, and press releases will re

#36 · 风险

GLM-5.3 开放权重：Anthropic 安全发现

\n Zhipu's open-weight model GLM-5.3 writes cyber exploits nearly as well as Claude Mythos Preview, according to Anthropic. Its smaller Flash variant put together a reliabl

#41 · 全景路径

Claude 5 模型在 AWS Seoul/Singapore 落地

Amazon Bedrock now supports Anthropic's Claude Opus 5 and Claude Sonnet 5 with in-region inference in Seoul, and Claude Sonnet 5 in Singapore. If you have local data processing req

#47 · 全景路径

OpenAI ChatGPT 进化为操作系统形态

\n At DevDay, OpenAI announced a wave of updates that push ChatGPT well beyond its chatbot roots. The company is adding shared workspaces, collaborative documents and slide

#50 · 全景路径

OpenAI Dots 代理背景任务全景

\n OpenAI's new Dots are always-on agents that run on their own cloud computers, where they fix bugs or send out forgotten invoices, sometimes before anyone asks. Users can

#51 · 全景路径

OpenAI DevDay 新 API 全景

\n At DevDay 2026, OpenAI gave Codex reusable cloud environments, automatic security scans for GitHub repositories, and a code review view in the desktop app. The Agents AP

#54 · 全景路径

Amazon Quick + Bedrock AgentCore 合同AI

Manually extracting data from hundreds of vendor contracts doesn't scale, and RAG chat tools fall short on portfolio-wide questions. This post shares a contract intelligence platfo

#60 · 全景路径

OpenAI DevDay 2026：Dots 模型全景发布

It’s OpenAI’s turn in the fall tech events calendar. The company is hosting its annual DevDay on September 29th in San Francisco, and during a live keynote featuring CEO Sam Altman

#61 · 路径

AI模型选择非必需，成本转向资产

When customers talk about AI costs, the conversation usually starts with token prices and ends with access to the latest, most capable model in the cloud. Do they always need that

#62 · 风险

Muse AI 授权 Facebook 账号后泄露地址

Tech YouTuber Matt Robb says that Muse gave out his home address to a total stranger this weekend, after authorizing the bot to handle his Facebook Marketplace account. That's desp

#63 · 全景路径

GPT-6.1 Sol 全景性能与卡网路径

Meet GPT-6.1 Sol: near-Astra intelligence for coding, computer use, and professional work at one-fifth of Astra’s standard API input and output token prices.

#66 · 风险

Anthropic招股书：百亿损失+AI存亡风险

In its prospectus, Anthropic just told investors it's losing tens of billions of dollars a year, but also growing like crazy, and — oh yeah — its own AI might pose an existential r

#69 · 全景路径

Grok 4.7 登陆 Amazon Bedrock，500K 上下文

xAI's Grok 4.7 is now available on Amazon Bedrock: a frontier model for coding, long-running agents, and knowledge work. It offers a 500K token context window and four configurable

#74 · 全景路径

SageMaker vLLM-Omni TTS实时语音教程

Deploy a text-to-speech model on Amazon SageMaker AI with the AWS vLLM-Omni Deep Learning Container and stream generated speech over a persistent bidirectional connection. This Par

#75 · 全景路径

vLLM-Omni 部署在 AWS SageMaker AI

Deploy two generative media models from one AWS vLLM-Omni Deep Learning Container on Amazon SageMaker AI. Generate an image with FLUX.2-klein through real-time inference, then anim

#77 · 风险

AI代理狂暴攻击事件全景雷达

MIT Technology Review Explains: Let our writers untangle the complex, messy world of technology to help you understand what’s coming next. You can read more from the series here. O

#83 · 全景路径

TechCrunch Disrupt 2026 展位：3 天截止

Three days left to exhibit at TechCrunch Disrupt 2026. Book by October 2 at 11:59 p.m. PT to showcase your startup to 10,000+ founders, investors, operators, and tech leaders.

#84 · 全景路径

AWS WhisperX SageMaker：语音转录部署

The AWS WhisperX Deep Learning Container packages Whisper, wav2vec2 forced alignment, and speaker diarization into a GPU-ready image. Learn how to deploy it to Amazon SageMaker AI

#90 · 全景路径

Cloudflare正式支持HTTP Vary头

My comment on We just shipped support for the ugliest part of HTTP: Vary — Hacker News. I've been wanting this from Cloudflare for years . \n The classic problem here is if yo

#95 · 全景路径

Meta Muse AI代理上线：数据信用卡全能

Meta launched a new Muse AI agent it claims can help you with everything from firing off emails to buying stuff online. Muse can be surprisingly effective at delivering on those pr

#106 · 全景路径

NVIDIA Isaac ROS 5.0：ROS 物理 AI 新进展

To build and deploy sophisticated robotics applications that can perceive, reason and act in dynamic environments, developers need new physical AI models and tools. The ROS open fr

#110 · 全景路径

TypeSafe Jev Decision Model 发布

Last week TypeSafe AI unveiled Jev , their first example of a new category of model that they are calling "System One models" (I'm with Maggie Appleton, I think "decision models

#113 · 全景路径

Muse读消息争议：Meta回应

Meta says its Muse AI agent cannot access a user’s Messages without explicit permission, disputing a journalist’s account that the agent read his private messages while the require

#114 · 全景路径

FTC调查OpenAI、Anthropic等AI实验室

\n The FTC is formally investigating OpenAI, Anthropic, and other leading AI labs over potential consumer protection violations. The agency plans to force document handover

#115 · 风险

OpenAI与数学AI顾问组合作

OpenAI is working with an independent Advisory Group on Mathematics and Artificial Intelligence to guide the review and communication of emerging AI results.

#117 · 全景路径

边境AI塔失效：AI监控系统漏洞

MIT Technology Review today published our investigation into how many people have died near the “virtual wall” of surveillance towers that the US government has installed along the

#125 · 全景路径

OpenAI 防蒸馏行动影响全景

Learn how OpenAI disrupted a campaign to extract protected model reasoning and is strengthening defenses against adversarial distillation.

#126 · 全景路径

Google Skills 中转与模型全景

\n Google is replacing Gems with "Skills" in Gemini chat. Skills are detailed, reusable prompts that users invoke by typing "/" or that Gemini runs automatically. The forma

#132 · 全景路径

RooHome AI 全景雷达

\n Gemini 4 Argon is Google's first frontier model in over seven months. It matches GPT-6 Astra in independent testing but can't keep up with Anthropic's Claude Opus 5.5. T

#133 · 全景路径

Grokipedia 设计重构 SpaceXAI 新动态

Grokipedia, SpaceXAI's AI-powered competitor to Wikipedia, recently started incorporating edits again, and today, it got some design tweaks as part of a v0.3 update, including a ne

#139 · 全景路径

Albertsons 用AI全面重构零售运营

Albertsons Cos. is using ChatGPT Enterprise and the OpenAI API to help teams work faster and make grocery shopping easier for millions of customers.

#146 · 全景路径

ChatGPT 虚拟试衣新功能上线

OpenAI is rolling out new shopping features for ChatGPT that let users virtually try on clothing and accessories using their own photos and save products they like to a Favorites l

#150 · 全景路径

AI会计模型超会计师速度准确

\n According to a Mercor study, current AI models now outperform licensed CPAs on structured accounting tasks in both speed and accuracy. Eighteen months ago, they still la

#151 · 风险

Amazon 警告社区勿阻挡数据中心

Amazon is calling for people to support AI data center projects, or risk irreparable harm to the US economy and national security. In a more than 3,000 word blog posted today, Amaz

#153 · 全景路径

Airbnb用AI重构客体验与开发全景

After leading Meta’s Llama models, Ahmad Al-Dahle is now transforming Airbnb with AI — from how its teams develop products to how it serves guests.

#156 · 全景路径

AWS SageMaker多轮RL微调搜索代理

Fine-tuning teaches a small search agent your tools and environment, giving it the reliability of a frontier model at lower latency and cost. In this post, we fine-tune an LLM-powe

#157 · 全景路径

Circuit Breaker Labs AI安全雷达

With all the talk about how AI might one day ill us all, it's easy to forget that AI has already harmed some people, psychologically. Circuit Breaker Labs has created "crash test

#158 · 全景路径

White House 再定 AI 为超级智能 (2026-10-02)

This week, the White House got nearly every major tech CEO in one room — Zuckerberg, Bezos, Musk, and Anthropic’s Dario Amodei among them — to sign an AI safety pledge that Preside

#162 · 全景路径

Suno Speech：AI口语配乐工具新功能

\n Suno is adding a feature called "Speech" to its AI music generator that creates spoken text with matching background music in a single audio track. The company says it's

#165 · 全景路径

AI代理用单图建3D：GPT-6 Astra测试结果

\n A new approach called LEGO-Anything turns single photos into editable Blender code for 3D scenes. GPT-6 Astra leads the accompanying benchmark with up to 53 percent reco

#166 · 全景路径

BootLoops harness 支撑 AI 科学计算

\n Harvard physicist Matthew Schwartz used the open-source tool BootLoops and Claude to produce 36 manuscripts across 18 fields in three months, from particle physics to li

#171 · 全景路径

OpenAI 放弃 AI 天界魔法叙事

\n OpenAI CEO Sam Altman warns against attributing religious power to AI models, calling it a "real safety issue." His comments follow reports on Anthropic's meetings with

#174 · 全景路径

NASA与IBM开源月球模型训练数据

\n NASA and IBM have released the Lunar Foundation Model, one of the first open-source AI models for lunar science. Trained on nearly 2 million tile bundles, mostly from 17

#179 · 风险

ChatGPT 加载屏填满商品轮播广告

\n ChatGPT users in the US will soon see display ads while the chatbot generates an image for them. \n The article ChatGPT's new ad format fills the image generation loadi

#189 · 全景路径

OpenAI公关中断Altman访谈谈自杀事件

An OpenAI publicist tried to change the topic of CEO Sam Altman's interview with Vanity Fair's Mark Guiducci after the editor brought up a ChatGPT user's suicide. When Guiducci con

#191 · 全景路径

Claude 5.5 上 Bedrock：合规路径全景

Anthropic Claude Opus 5.5 and Claude Sonnet 5.5 are available on Amazon Bedrock in the AWS GovCloud (US) Regions. Learn how to use them with Claude Code, Anthropic's agentic coding

#192 · 风险

OpenAI Codex 文字水印欧洲首发

An invisible, machine-readable watermark in text output is rolling out to ChatGPT and Codex, but only for users in the European Union at first. OpenAI says its textGrain watermarki

#198 · 全景路径

Gemini Call for Me 或扩展至个人消息

Google may be expanding its "Call for Me" AI feature beyond business calls so you can use it to send messages to friends and family. Android Authority reports finding a "Gemini Cal

#199 · 路径

Apple 测试 Safari 检测 Google Chrome 推广

Apple may be preparing to track when Google promotes Chrome or the Google app to users browsing in Safari, and how users react to those promotions. Here are the details. \n\n\n\n

#200 · 风险

iPhone 18 Pro Max AT&T 硬件故障

In a statement shared with MacRumors on Friday, Apple said that iPhone 18 Pro Max users who have experienced an issue where AT&T cellular service does not work will need to have

#202 · 全景路径

Google Docs Drive 原生 Markdown 支持

Spurred by the use of markdown files in the AI age, Google Drive and Google Docs are adding full, native support for markdown (.md) files. \n\n\n\n more…

#204 · 全景路径

iPhone Duo 外屏：全景手机布局

Since the unveiling of iPhone Duo , the idea of all major interface navigation elements being accessible from your thumb has been really interesting. Apple re-invented the idea of

#206 · 全景路径

Apple iPad12：A19芯片+8GB RAM+Apple Intelligence

Apple’s current iPad, the A16 model, has gone untouched for well over a year. It remains the only device in Apple’s core product lineup without support for Apple Intelligence. Rumo

#210 · 全景路径

HP OmniBook 5 OLED 笔记本竞争分析

The PC market was caught flat-footed by Apple’s MacBook Neo launch earlier this year, and while that laptop’s aggressive pricing strategy has already been forced to adapt to market

#211 · 全景路径

MacBook Pro redesign传10月后发布

Apple reportedly plans to launch new Home products on October 13. And according to Mark Gurman, it sounds like the rumored MacBook Pro redesign will arrive shortly after. \n\n\n\

#213 · 全景路径

Gemini 4 Argon 全景：卡网与中转路径

Gemini 4 Argon is Google’s “next era of frontier intelligence” and built for “deep reasoning across complex, long-horizon workflows.” It follows the cancellation of Gemini 3.5 Pro

#217 · 全景路径

Cohere North 2 企业AI控制中心发布

\n Cohere turned its enterprise platform into a control center for AI agents with North 2, handling multi-step workflows on their own and retaining context across sessions.

#218 · 全景路径

苹果音乐新LOGO曝光：iOS/macOS更新

Apple appears to be rolling out a new logo for Apple Music in its upcoming set of software updates. The logo has been spotted in both macOS 27.2 beta 3 and iOS 27.2 beta 3, and it'

#221 · 全景路径

NVIDIA报告：电信运营商转向开源AI模型

Telecom operators are increasingly building their AI strategies on open models — and the reasons go beyond mere cost.  Open models give telcos the ability to trust, control and cus

#231 · 全景路径

macOS 27.2新动画：触控MacBook全景预告

The latest macOS 27.2 beta released this week further hints at the long-rumored MacBook with a touchscreen, which is expected to be unveiled by next month.\n \n\n \n \n \nSpecifi

#238 · 全景路径

OpenAI 发布 372 个 AI 数学证明 GitHub

\n OpenAI has published 372 AI-generated mathematical results on GitHub, including Lean formalizations for machine verification. Each result consumed about three hours of C

#240 · 全景路径

Mac AI移除工具引发全景路径变化

You only have to read some of the comments right here to see that there’s a vocal minority of people rejecting all AI tools, including Apple Intelligence . That’s led to an unoff

#243 · 全景路径

Google Meta Isomorphic Labs投3亿美金Biohub

Google DeepMind, Meta, and AI drug discovery startup Isomorphic Labs are jointly investing $300 million into Biohub, the nonprofit biomedical research organization founded by Mark

#245 · 全景路径

Muse iPad原生上线，AI卡网全景雷达

After launching nearly a month ago and spending several weeks as the top free app in Apple's App Store, the latest update to Meta's Muse iOS app introduces native support for the i

#248 · 全景路径

ChatGPT Teens 新增大学规划功能

OpenAI is bringing new tools to ChatGPT for Teens, a mode for teens introduced in August with safeguards and break reminders, to help users with the college application process. "C

#251 · 全景路径

GPT-6 全球免费 + UI 交互

GPT‑6 is rolling out globally in ChatGPT with Intelligent UI, delivering faster responses with visuals and interactive experiences you can explore and use directly.

#253 · 全景路径

Claude Haiku 5.5 现 AWS Bedrock 推出

Claude Haiku 5.5 is now available on Amazon Bedrock and Claude Platform on AWS. According to Anthropic, it is the fastest, most efficient model in the Claude 5.5 family, built for

#255 · 全景路径

OpenAI GPT-6 对话版首发与智能 UI 发布

After introducing the first GPT-6 models last month, OpenAI today announced new GPT-6 models built for everyday ChatGPT conversations, alongside a new Intelligent UI. Here are th

#258 · 风险

AI模型误导登山路线全景风险

\n A 16-year-old planned his hiking route on Crown Mountain near Vancouver using Anthropic's Claude and had to be airlifted off a steep rock face. The chatbot had sent him

#259 · 全景路径

AI黑客工具突破韩国银行案例分析

\n According to CrowdStrike, a suspected Chinese-speaking attacker hacked multiple South Korean financial institutions. At Shinhan Bank alone, more than 25,000 customer rec

#262 · 风险

Meta Muse OpenAI Dots AI Agent 风险全景雷达

My Decoder guest today is Hayden Field, The Verge’s senior AI reporter, and we’re discussing the new wave of consumer-friendly AI agents. If you’ve been paying attention to this sp

#410 · 刷新

微软机器人离线推理方案

内容刷新 / GEO：补 English summary 与最新核对清单 — rh-offloaded-inference-for-real-world-physical-ai-robotics