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追踪 AI
从承诺到现实。
Tracking AI
from promise to reality.

企业 AI 在哪一关出事,别的企业怎么管,管得有没有效。每一条都标证据等级与核查日期。Where enterprise AI fails, how other companies govern it, and whether that works. Every entry carries an evidence grade and a review date.

17 题 · 免注册 · 当场出报告17 questions · No sign-up · Instant report

也可以从这里开始:Or start with: 企业 AI 架构框架the Enterprise AI Architecture Framework · 一份完整评估报告a full assessment report

判例按证据等级CASES BY EVIDENCE GRADE

  • 27一手已核First-hand
  • 23多源已核Multi-source
  • 5媒体转述Media report
  • 1待核Pending

事实与分析分开写 · 每条原始来源可追溯Facts kept apart from analysis · Every source traceable

情报台一号 · 企业 AI 架构DESK 1 · ENTERPRISE AI ARCHITECTURE

每日更新UPDATED DAILY

最新动态Latest Updates

查看更多 →View more →

重要事件与深度分析Key events, in depth

从企业宣布到真实结果FROM ANNOUNCEMENT TO OUTCOME

承诺对账册Promise Ledger

查看全部 →View all →

企业宣布了什么,到期兑现了没有What was announced, and whether it landed

收录 04 条 · 接下来的三个对账点04 records · The next three checkpoints

  1. 11-04Nov 4EXP-002观察中Watching苹果智能 11 月 4 日开发者测试节点Apple Intelligence developer testing milestone, November 4
  2. 11-16Nov 16PL-001待对账Awaiting reconciliationIPO 11 月 16 日当周IPO, week of November 16
  3. 12-07Dec 7PL-002待对账Awaiting reconciliation微软自愿离职对账点 12 月 7 日Microsoft voluntary exit reconciliation point, December 7
查看全部对账记录 →View the full ledger →

诊断与成本DIAGNOSIS & COST

先诊断,再算账。Diagnose first, then count the cost.

深研RESEARCH

深度研究Deep Research

全部研究 →All research →

更有价值的长期观察Deeper, longer-term observation

深研Deep Research跨区:AI 安全与治理Cross-tag: AI Safety & Governance

《队里有个内鬼,监测为什么抓不全》The Saboteur on the Team: Why the Monitors Couldn't Catch Them All

2026-11-07

被指示暗中破坏的队友几乎从未被识破;只读公开频道的监测器抓到三到四成,置信度从未过半。A teammate instructed to sabotage was almost never identified; monitors reading only the public channel caught 30 to 40 percent, and their confidence never rose above half.

约 9 分钟About 10 min读全文Read the full piece
五关评审Five-Gate Review跨区:AI 系统与架构Cross-tag: AI Systems & Architecture

《Manus 过五关:40 亿美元估值,从来没成交过》The Gauntlet: Manus, the $4B Valuation That Never Closed

2026-10-31

决定总评的两个数字都没有坐实:约 40 亿美元估值是谈判期目标价,从未被任何一方证实;约 5 亿美元年化收入只有一条报道链,没有任何申报文件支撑。Neither number the case rests on survives checking: the roughly $4 billion valuation was a pre-close target and was never confirmed by anyone, and the roughly $500 million revenue run rate rests on a single reporting chain with no filing behind it.

约 14 分钟About 20 min读全文Read the full piece
深研Deep Research跨区:AI 安全与治理Cross-tag: AI Safety & Governance

《工业 AI 七层单点失效》Industrial AI, Seven Layers: Which Single Layer Fails Catastrophically?

2026-10-19

门禁层居首(27/30,与工具层同分):它不制造错误,但让所有错误合法通行。Access Control ranks first (27/30, tied with the Tool layer): it creates no errors, but lets all of them pass as authorized.

约 22 分钟About 28 min读全文Read the full piece
三个情报台
就业、医疗有更新才出
Three desks
Jobs and Medical update as news lands
壹架构Architecture看懂 AI 系统,让它在生产环境里活下来Keep AI systems alive in production 贰就业JobsAI 对劳动力与就业市场的真实影响AI and the job market, in real numbers 叁医疗Healthcare医疗 AI 的真实临床价值与落地进展The real clinical value of medical AI

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只装本周核查过的账,摘要在信里,全文回站上。Only what we verified that week. Summaries in the email, full text on the site.

架构栏每周出 · 就业栏、医疗栏有更新才出 · 随时退订Architecture every week · Jobs and Medical when there is news · Unsubscribe any time