深翼 DeepWing 周刊DeepWing Weekly
每期一条 AI 重要变化，一套架构判断，一组可追溯证据，以及一个能检查自己系统的实际入口。哪一台没有新东西，那一栏就不出，不硬凑。Every issue: one important AI change, one architecture judgment, one set of traceable evidence, and one practical entry point for checking your own system. Whichever desk has nothing new sits that issue out. No filler.
这里是周刊：每周把三个情报台核查过的结果汇成一期，按栏订阅。要读单篇完整研究，去深研 →；要追每日动态，去新闻 →。This is the Weekly: every week, the verified findings of all three desks are gathered into one issue, organised by desk for subscription. For a single study in full, see Research →; for the daily stream, see News →.
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贰 · 就业栏Desk 2 · Jobs
《同一天的三本账》Three Ledgers, One Day
2026 年 10 月 26 日，一份公开招股书、一项 950 亿美元融资计划、一份发给约 6 万人的自愿离职要约同日落地。三页账，没有一页能照标题读。On October 26, 2026, a public prospectus, a $95 billion financing plan, and a voluntary exit offer sent to some 60,000 employees all landed on the same day. None of the three pages reads the way its headline does.
全部期数All issues
《同一天的三本账》Three Ledgers, One Day2026 年 10 月 26 日一天之内：Anthropic 公开 S-1、Meta 至多 950 亿美元融资计划、微软向约 6 万名合格员工发出自愿离职要约。逐页对文件：950 亿是计划上限，6 万是合格人数，S-1 的主新闻在留空处。Three filings landed on one day, October 26, 2026: Anthropic's public S-1, Meta's financing plan of up to $95 billion, and Microsoft's voluntary exit offer to some 60,000 eligible employees. Read against the documents: the $95 billion is a planned ceiling, the 60,000 an eligibility count, and the S-1's headline sits in its blanks.
›Replit 冻结期删库、亚马逊封锁未声明身份的外部 Agent、摩根大通把责任先讲在前面：错单该在网关和门禁拦住。A freeze-period database deletion at Replit, Amazon blocking undeclared outside agents, JPMorgan putting liability up front: the bad order should have been stopped at the gateway and access control.
›埃森哲把中央报销收到每人每月 29 美元，Uber 四个月烧完全年预算后给工具封顶。AI 真进了生产线，财务部就跟进了。Accenture cut its central contribution to $29 per person per month; Uber burned a full year of budget in four months and capped every coding tool.
›Agent 上线翻车，通常死在七层的哪一层，本期逐层拆。Agent rollouts that crash in production usually die at one of the seven layers. This issue takes them apart, layer by layer.
›每期怎么排How each issue is arranged
每期一条 AI 重要变化，一套架构判断，一组可追溯证据，以及一个能检查自己系统的实际入口。Each issue: one material AI change, one architecture judgment, one set of traceable evidence, and one practical entry point to check your own system.
哪一台没有新东西，那一栏就不出，不硬凑。If a desk has nothing new, its section does not run. No filler.
三栏Three sections
架构栏Architecture
企业 AI 架构、判例与成本。每周更新，是每一期的主栏。Enterprise AI architecture, cases and cost. Updated weekly; the main section of every issue.
就业栏Jobs
AI 对饭碗与职业的影响：职业暴露、招聘信号与就业研究。有更新才出。What AI does to jobs and careers: exposure, hiring signals and studies. Appears when there are updates.
医疗栏Medical
AI 进医院的证据进度：获批、上线、付费、有效。有更新才出。AI in hospitals, by evidence stage: approval, deployment, payment, outcomes. Appears when there are updates.
五件The standing five parts
- 一图The Picture每期一张图，先把结构看清。One diagram per issue, so the structure is clear first.
- 一题The Question一个需要判断的问题，给出判断与依据。One question that needs a judgment, with our call and the reasoning behind it.
- 一关The Gate拆清系统在哪一层、哪一道关失效。Where the system failed, layer by layer, gate by gate.
- 一坑The Pitfall一个常见的设计错误，讲清它为什么会发生。One common design mistake, and why it keeps happening.
- 一落点The Landing Point一个检查自己系统的入口，当场就能用。One practical entry point to check your own system, usable on the spot.