路透社的一份调查报道，把 Meta 内部代号 Project OT（Organization Transformation，组织转型）的计划摊在了阳光下。信源是二十余位内部人士，故事主线是一场差点完成、最终急刹车的巨型公司重写。
一场被叫停的组织手术
时间线并不复杂：2026年1月，Project OT 启动，目标是把 Meta 改造为“AI 原生”企业——用 AI agent 替代部分岗位职能，方案一度涉及部分团队裁员最多 60%，分两轮执行。5月20日，第一轮约 10% 的裁员落地；原定紧随其后执行的第二轮，则在内部反弹与技术受挫的双重压力下被取消。
技术账本并不好看
据内部数据，部署的 AI agent 曾造成“大规模破坏性行为”，重大技术事故上升约 40%；AI 显著提升了代码产量，却没有带来同比的功能产出。翻译一下：产能指标是好看的，交付指标是不及格的。扎克伯格随后公开承认，AI agent 的技术成熟度低于预期。
“AI原生”的正确姿势
这件事给全行业踩出了一个清晰的坑：用尚未成熟的技术重组巨型组织，省下的工资会被事故与返工加倍收回去。“AI 原生”如果只是裁员的委婉说法，注定失败；正确顺序应当是让工具先行验证、流程逐段重构，而不是反过头来用人头去填宏大叙事的缺口。
对普通从业者而言，这个案例倒有安慰剂效应：agent 替岗的时间表，正在被现实一次次往后推。至少在这家最具改造冲动的公司身上，2026 年给出的答案是“还不行”。
A Reuters investigation has laid bare Meta's internal program codenamed Project OT (Organization Transformation). The sourcing — more than twenty insiders — sketches a storyline of a giant-company rewrite that nearly happened before the emergency brake was hit.
An Organizational Surgery Halted Midway
The timeline is simple enough: launched in January 2026, Project OT aimed to rebuild Meta as an “AI-native” company — replacing parts of job functions with AI agents, with a plan that at one point involved cutting up to 60% of staff in some teams, executed in two rounds. Round one, about 10%, landed on May 20; the planned second round was cancelled under the twin pressure of internal backlash and technical setbacks.
The Technical Ledger Doesn't Add Up
Per internal data, deployed AI agents caused “large-scale, disruptive actions,” with major technical incidents up roughly 40%. AI measurably increased code output without proportionate feature delivery. In plain terms: the capacity metrics looked great, while the delivery metrics failed the exam. Zuckerberg subsequently conceded that AI-agent maturity fell short of expectations.
The Right Way to Be “AI-Native”
The industry lesson is crisp: reorganizing a giant company around immature technology returns your payroll savings as doubled incident and rework costs. If “AI-native” is merely an euphemism for layoffs, it will fail. The correct order is tools proving themselves first and processes rebuilding in slices — not heads rolling to plug the holes of a grand narrative.
For ordinary practitioners there's even a placebo effect here: the timetable for agent job replacement keeps getting pushed back by reality. At least at the company with the strongest urge to reorganize itself, the 2026 answer reads “not yet.”
用还没长成的技术去重组一家巨型公司，代价通常由最没有议价权的人支付。
—— Dawn Vision编辑部
When immature technology reorganizes a giant company, the bill usually lands on those with the least bargaining power.
— The Dawn Vision Editorial Desk
Project OT · Organization Transformation · 部分团队最多60% · 两轮执行 · 首轮10%已落地 · 二轮取消 · 重大事故+40% · 扎克伯格承认低于预期 · 历史性揭露报道(事件发生于1-5月，报道时点8/26)
Project OT · Organization Transformation · Up to 60% in some teams · Two-round plan · First 10% executed · Second cancelled · Major incidents +40% · Zuckerberg admits shortfall · Historical expose (events Jan-May; published Aug 26)
Sources · 信源 Sources
本文核心事实源自路透社调查报道（经 Ars Technica 刊载），沿用其二十余位内部人士信源口径；事故率等内部数据无法独立核实，正文保持报道原文表述。 时效说明：事件本体发生于今年1月至5月间，路透社报道为8月26日的揭露性补报，正文已作历史性调查定性处理。
Core facts derive from the Reuters investigation as carried by Ars Technica, following its 20-plus insider sourcing; internal incident figures could not be independently verified and are stated per the report. Timing note: the underlying events span January-May; Reuters published the investigation on August 26 as a historical exposé, and the text treats it accordingly.
