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AI BriefAI 简报
Selected news on AI products, business applications and industry developments, with links to the original reporting.关注 AI 产品、企业应用与行业变化，选读几条资讯，附上来源与原文入口。
华为、阿里、腾讯、小米、百度、火山引擎等 20 家单位共同起草发布《智能体发展自律公约》，抵制利用智能体实施算法压榨、黑灰产等行为
今日在世界互联网大会乌镇峰会“智能体互信互联互操作全球合作创新 —— 携手构建智能互联网论坛”上，《智能体发展自律公约》正式发布。
IT之家 · ↗苹果警告：AI 智能体行为或难以预测，恐引发诉讼、损害公司声誉
11 月 3 日，苹果在年度财务报告中警告，AI 智能体可能做出不符合预期、难以预测的行为，给公司带来法律诉讼和声誉受损的风险，进而影响业务。
IT之家 · ↗CrowdStrike 造出“终止开关”，宣称能立即阻止失控 AI 智能体
当地时间 3 日，据美国 CNBC 报道，网络安全公司 CrowdStrike 的 CEO 乔治 · 库尔茨宣称，公司推出了一项新功能，可以直接关停失控的 AI 智能体。
IT之家 · ↗模型谁都买得到，拉开差距的是AI生产力系统
量子位 · ↗机器人干活，AI当厂长！这家巨头要造下一代自主智能仓
量子位 · ↗
About this work关于这件作品
The brief grew out of a multi-agent news workflow, with Researcher, Writer and Reviewer agents handling research, drafting and review, first for semiconductor news and then for AI. The selection above is gathered automatically from news feeds, each item linked to its source.
简报由一套多 Agent 新闻流程发展而来：Researcher、Writer 和 Reviewer 分别负责研究、撰写和审核，先覆盖半导体，再扩展到 AI。上方的选读由新闻源自动汇集，每条都附有来源与原文。
Multi-agent workflow code ↗多 Agent 流程代码 ↗
Python · LangGraph · Gemini · GitHub Actions
Python · LangGraph · Gemini · GitHub Actions
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Australian Fashion Market Study澳洲服装市场调研
A client study of Australia’s fashion market, delivered as a 31-page report and 13 worksheets. The work was paid for, accepted and rated five stars.一项面向澳大利亚服装市场的客户研究，交付 31 页报告与 13 张工作表，获客户付费验收与五星评价。
1 / 3 · Category priorities & price bands1 / 3 · 品类优先级与价格带 View full case study ↗查看完整案例 ↗
About this work关于这件作品
The study covers the market, competitors, product range and supply from China. Each conclusion was checked against multiple sources and recorded in a source register.
研究涵盖市场、竞争格局、产品线与中国供应链。每条结论都经过多个来源核对，并登记在来源清单中。
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Enterprise AI Marketing Page企业 AI 营销获客页
As part of my work with enterprise AI products, I made a dedicated page to introduce the solutions and invite enquiries. It connects product capabilities with business needs, giving potential customers a starting point for a conversation.因为企业 AI 产品合作，我专门做了一个营销获客页，把产品能力对应到企业场景，让潜在客户先了解方案，再带着具体问题来咨询。
Visit the marketing page ↗查看营销获客页 ↗
Start with the problem从客户的问题开始
The page presents WorkBuddy, TRAE Work, KickArt and GEO by the problems each one solves. Visitors can begin with their own needs, then look at the relevant products.
页面围绕 WorkBuddy、TRAE Work、KickArt 和 GEO，先讲它们分别解决什么问题，再介绍对应产品，让访客从自己的需求出发寻找方案。
Give the conversation a starting point让咨询有个起点
The page puts the solutions and the contact route together, so visitors know what they can ask about before getting in touch.
方案介绍和联系入口放在同一页，访客联系前就知道能问什么。
Design & Evolution of This Site本站设计与演进
A personal website made into a small, page-turning watercolour book, with essays and interactive paintings in one volume, read page by page.把个人网站做成一本可以翻阅的水彩小书，短文和可以动手的画放在同一本书里，一页页翻着读。
From an introduction to a book.从介绍页到一本书。 Four essays became four chapters; with a contents page, the book reads from start to finish.四篇短文成了四章，加上目录，可以从头翻到尾。
Pictures to play with.可以动手的画。 The shore, valley, ginkgo, wild rose and stone wall became interactive plates for observation and play.海岸、山谷、银杏、野玫瑰与石墙成为可以观察和互动的图版。
Two editions to read.让两种语言都能读。 English and Chinese have their own typography, with switching built into the book.英文与中文版分别排版，在同一本书里切换。
Other drafts其他旧稿
Other directions explored along the way.迭代过程中探索过的其他方向。