苹果回应iPhone Duo争议，Anthropic冲击IPO，华为刘睿谈AI助手
2026-10-26 08:08 至 2026-11-02 08:08 （北京时间）
模型
1. OpenAI and ServiceNow expand partnership across enterprise workflows
OpenAI and ServiceNow expand their partnership to bring OpenAI models and agents into ServiceNow and ServiceNow workflows into ChatGPT and Codex.
来源：OpenAI News
2. Legora is building the agentic operating system for legal work
See how Legora uses OpenAI models, ChatGPT, and Codex to accelerate legal workflows, expand contract analysis, and free lawyers to focus on higher-value work.
来源：OpenAI News
3. Legora is building the agentic operating system for legal work
See how Legora uses OpenAI models, ChatGPT, and Codex to accelerate legal workflows, expand contract analysis, and free lawyers to focus on higher-value work.
来源：OpenAI News
4. Retell uses OpenAI models to help power 100M monthly calls
GPT-6 Astra tops Retell’s voice agent benchmark, while Codex helps it reach a $1.6M annual revenue run rate per employee.
来源：OpenAI News
产品
1. API credits benefit for eligible ChatGPT subscriptions
API credits benefit for eligible ChatGPT subscriptions Earlier this month Anthropic announced a generous new benefit for their Max and Team subscriptions: $100, $200, and $500 per month subscribers would get the equivale
来源：Simon Willison
2. The October inflection point for vibe game development
I've written before about how November 2025 was an inflection point for coding agents - the point where Opus 4.5 and GPT-5.1 crossed a tipping point that meant their respective coding agents became reliable daily drivers
来源：Simon Willison
3. How Anthropic ships Claude with Claude: Separating the Brain from the Hands
Katelyn Lesse and Angela Jiang on Opus 5.5, the Claude Platform, and the engineering behind AI agents.
来源：Latent Space
4. How Anthropic ships the #1 LLM in the World safely: Separating the Brain from the Hands
Katelyn Lesse and Angela Jiang join Latent Space to explain the engineering behind the Claude Platform: launching Opus 5.5, separating the model’s “brain” from the agent’s “hands,” scaling APIs, and building reliable man
来源：Latent Space
行业
1. 早报｜苹果回应iPhone Duo内屏开裂/Anthropic公开上市申请，冲击史上最大IPO/小鹏Robotaxi获批L4级示范运营
· OpenAI 发布 GPT-6.1 Terra，API 价格减半、电脑操作提速 · 苹果正式推送 iOS 27.2：Apple Music 迎来黑白新设计、iPhone Duo 支持 Apple Pencil · 华为畅享系列累计发货突破 1.6 亿台 #欢迎关注爱范儿官方微信公众号：爱范儿（微信号：ifanr），更多精彩内容第一时间为您奉上。
来源：爱范儿
2. 微软向6万员工发出自愿离职邀请，补偿至少N+2；身家2800亿的梁文锋，被曝长期在北京租房；苹果否认iPhone Duo为赶产能放宽质检
要闻提示 1.加码AI精简人力！微软向 6 万员工发出自愿离职邀请，补偿至少N+2 2.DeepSeek大举扩充团队！梁文锋2800亿首登富豪榜前十，被曝长期在北京租房 3.iPhone Duo被曝为赶产能放宽质检！苹果客服否认 4.抖音回应中国互联网进入字节时间：极不严谨，纯属瞎扯 5.破案了！腾讯企鹅岛楼上外挂的神秘黄色物体，真面目终于曝光 6.阿里巴巴起诉美国国防部取得初步胜利，法院叫停相关禁令 7.姆巴佩争议言论引众怒！小红书声
来源：雷锋网
3. 华为群英传之刘睿：AI助手要告别聊天框，从“被动响应”走向“主动服务”
在商汤没做成的技术，登上了华为发布会。 作者：李秋悦 编辑：吴彤 2022年6月，刘睿港中文博士毕业，赶上的却是一个“坏时候”。 深度学习的高光已持续近十年，新突破越来越难；疫情之下，经济低迷，同届不少同学选择延期，再守一年实验室。 刘睿没有等，他直接去了商汤。 两个月后，Stable Diffusion发布；又过了三个月，ChatGPT引爆全球。刘睿毕业时以为正在退潮的世界，忽然换了一片海——商汤赖以生存的生意，为手机厂商定制算法、出
来源：雷锋网
4. Google opens Android development to third-party AI agents and unveils new Gemini APIs
Google is opening up Android Studio to third-party AI agents. Through a new "Bring Your Own Agent" feature, the IDE now supports more than 40 coding agents, including Anthropic's Claude Agent and OpenAI's Codex. Google s
来源：The Decoder
论文
1. Guarding the Gates of Knowledge
A recent scroll through social media got me thinking about trust. About half my feed was filled with AI slop that astute users would call out as being machine-generated, often to the embarrassment of the rube who unknowi
来源：IEEE Spectrum AI
2. A novel LLM-based GPT-neo transformer with machine learning architecture for promoters prediction in Agrobacterium
A novel LLM-based GPT-neo transformer with machine learning architecture for promoters prediction in Agrobacterium
来源：Nature ML
3. Profiling a Frontier Agent with EBench: From Direct Control to Harness with Policy
Frontier multimodal large language models (MLLMs) can control robots without robot-specific training, but how their capabilities compare and interact with post-trained vision-language-action (VLA) and world action model
来源：arXiv cs.AI
4. Improving Instruction Hierarchy by Learning from Goal-Goal Conflicts
The recent incident in which OpenAI agents autonomously compromised Hugging Face's infrastructure illustrates the importance of instruction hierarchy (IH): an LLM should follow lower-priority instructions, such as user r
来源：arXiv cs.AI
教程
1. 派早报：Apple 推出触控款 MacBook Pro、华为发布多款新品等
Google 推出世界模型 Genie 4、索尼推出手机主摄图像传感器 LYTIA 720 等。 查看全文
来源：少数派
2. 派早报：Apple 智能将随 iOS 27.3 登陆中国
Apple 智能将随 iOS 27.3 登陆中国 苹果对闪存的议价权受到压制 Claude Code 官方扩展被植入后门 美国 FCC 禁止中国实验室认证输美电子产品 百度网盘通过磁力计数据规避「摇一摇」广告权限 币安 63 亿美元资产被盗 看看就行的简讯 少数派的近期动态 你可能错过的好文章 查看全文
来源：少数派
3. 让 Agent 读懂你的身体：数据处理篇
在上一篇文章《让Agent读懂你的身体：数据获取篇》中，我花了很大的篇幅讲清楚了第一个问题：Agent怎样拿到数据。如果照着实践完，你大概率已经收获了一份存储了运动健康数据的SQLite、Markdo ... 查看全文 本文为会员文章，出自 《单篇文章》 ，订阅后可阅读全文。
来源：少数派
推特
1. There are many futures. Which do you want to build?
There are many futures. Which do you want to build?
来源：X · OpenAI
2. 6.1 Terra is here! It is good at a lot of things, but we are especially…
6.1 Terra is here! It is good at a lot of things, but we are especially excited for this new era of computer use. OpenAI: GPT-6.1 Terra: delivering fast and capable computer use at a lower price. GPT-6.1 Terra understand
来源：X · Sam Altman
3. New Anthropic research: Automating subtle emergent misalignment research…
New Anthropic research: Automating subtle emergent misalignment research. Red-teaming is a vital part of model safety testing, but it’s also limited by researchers’ time. To see if we could automate it, we set thousands
来源：X · Anthropic
4. We’re renaming our Max plans: Max 5x → Max Max 20x → Ultra Max is still…
We’re renaming our Max plans: Max 5x → Max Max 20x → Ultra Max is still $100/month, and Ultra is still $200. If you’re a subscriber, there’s nothing you need to do. We’re also removing the 5-hour limit for verified Ultra
来源：X · Claude
5. We built PlanAssist to help UK Government planning officers speed up bui…
We built PlanAssist to help UK Government planning officers speed up building and renovations across the country. Built with Gemini, it has shown it can cut the time planning officers spend assessing householder applicat
来源：X · Google DeepMind
6. ⚡Iterating at lightning speed! Gemini 4 Carbon is SOTA across key benchm…
⚡Iterating at lightning speed! Gemini 4 Carbon is SOTA across key benchmarks and combines frontier capabilities with deep safety & security research.
来源：X · Demis Hassabis
本篇是周报，覆盖上一周周一 08:08 到这一周周一 08:08（北京时间）。标题直链原文。
