``` 人工智能优先公司备忘录 ```
AI-First Company Memos

原始链接: https://the-ai-native.company/

最近的CEO备忘录,讨论了人工智能转型,虽然格式一致,却体现了三种不同的理念:**人工智能为门槛**、**人工智能为阶梯**和**人工智能为既成事实**。 “人工智能为门槛”(Shopify、Duolingo、Fiverr)优先考虑人工智能,要求员工证明他们的工作岗位相对于人工智能的能力的必要性。“人工智能为阶梯”(Box)侧重于人工智能*提升*生产力,并将收益再投资于采用人工智能的团队。最后,“人工智能为既成事实”(Klarna)在*实施后*宣布变更——这种冒险的做法在质量下降和招聘方向逆转后暴露出来。 重要的是,这些备忘录*本身*就是战略,创造问责制,塑造外部叙事,并营造内部压力。值得注意的是,没有一个备忘录定义“人工智能优先”,而是依靠方向性的方法来建立势头。虽然投资者正在制定详细的人工智能分类法,但CEO们优先考虑前进的步伐。 Klarna的例子是一个警示故事:大胆的人工智能优先声明必须与运营现实相符,否则会损害质量和信誉。这些备忘录表明,公开承诺人工智能不如说是一种明确、雄心勃勃的方向,而不是一个明确的计划。

## AI优先战略的反弹与企业指令 近期,企业内部要求“人工智能素养”并追踪开发者“人工智能采用率”的备忘录引发担忧。报告显示,公司正在积极推动人工智能整合,有时甚至带有不切实际的期望——例如要求所有员工构建人工智能代理,这可能导致巨大的技术债务和安全风险。 这种自上而下的方法,源于高管的害怕错过(FOMO)以及向董事会展示人工智能战略的压力,正被拿来与过去的技术推动,例如外包进行比较。许多人认为这是一种降低成本的措施,而非真正的生产力提升。虽然一些公司采取了更谨慎的方法,鼓励探索和反馈,但许多公司却诉诸于指标和指令。 批评指出,高管期望与实际实施之间存在脱节,担心人工智能被强加到几乎没有价值的岗位上。一种普遍的观点是,这种推动将活动优先于实际的商业价值,并可能在没有充分补偿的情况下贬低员工技能。最终,这种“人工智能优先”战略的有效性仍然值得怀疑,一些人观察到,真正的采用是当工具能够明显改善工作流程时,自然发生的过程。
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原文

Three philosophies, one format

Reading these memos side by side, a pattern emerges. They all use the same format (CEO writes to all employees about AI transformation) but contain three fundamentally different philosophies about what "AI-first" means.

AI as gate. Shopify, Duolingo, and Fiverr share a version of this: before you get resources (headcount, budget, tools), demonstrate that AI can't do the work. The human must justify their role relative to AI. This is the most provocative framing, and it generates the most press.

AI as ladder. Box takes this approach. AI doesn't replace people, it makes them more productive, and the productivity gains get reinvested. Teams that adopt AI get more resources, not fewer. Levie specifically contrasted his approach with Duolingo's "prove AI can't do it" framing.

AI as fait accompli. Klarna didn't write a forward-looking memo. It reported what had already happened. This framing is the riskiest. When Klarna's numbers turned out to tell a simpler story than reality allowed, the reversal was public and awkward.

The memo is the strategy

The CEO AI memo isn't a communication about strategy. It is strategy. Writing it and publishing it under your own name does several things at once that no Slack message or quiet policy change could.

It creates accountability. Every manager now has cover to enforce it and no room to ignore it. It sets the narrative externally. Investors, analysts, and potential hires all read these memos. Lutke didn't just tell Shopify employees to use AI. He told the market that Shopify is an AI company. And it creates peer pressure. Not having a memo started to look like not having a strategy.

Nobody defines it

The most revealing thing about these memos is what's absent: a definition. None of them define what "AI-first" actually means. Lutke says it's a "baseline expectation" but doesn't specify what that looks like for a designer vs. a supply chain manager. Von Ahn says Duolingo is "AI-first" but has to walk it back months later because people filled in their own definition.

That's not a flaw. The memo works because it's directional rather than definitional. It says "this is where we're going" without getting bogged down in what it looks like when you arrive.

The investors are further along on definitions than the operators. Bessemer draws a line between companies advancing AI as a science vs. using it as a distribution machine. Intel Capital uses a four-tier spectrum from AI-Enhanced to AI-Native. Sequoia looks at revenue per employee. Hit $1M+ and you're probably the real thing.

But the CEOs don't need taxonomies. They need momentum. And the memo, public, permanent, attached to their name, creates it.

The Klarna lesson

Every CEO writing one of these memos should read Klarna's story. Siemiatkowski went further than anyone: a hiring freeze, a 40% headcount reduction, public celebrations of AI replacing hundreds of agents. Then he reversed course, admitted quality had suffered, and started hiring humans again.

He's been more open about this than most executives would be. He's publicly wrestled with the implications, writing that AI could make his own role unnecessary, which he finds "gloomy." But the arc (from loud AI-first announcements to quietly hiring humans again) exposes the gap between the CEO AI memo as a communications device and what's actually happening inside the company.

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