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NewsTopic · 高盛AI编程限制Material1 min readDisconfirmAI Editorial

Goldman Sachs Restricts AI Coding Tools to Engineers Only

Goldman Sachs reverses its 'vibe coding' policy, cutting off trader and banker access to advanced AI coding tools due to risk and productivity concerns.

2026-11-03 04:00 GMT+8

According to Bloomberg, Goldman Sachs has cut off most of its employees from advanced AI coding tools such as Anthropic's Claude Code and Microsoft's GitHub Copilot. Based on internal guidelines issued in October, only engineers are permitted to continue using these tools. For months, traders and bankers had utilized them to monitor trading flows and create content. The rollback is reportedly causing frustration within the firm.

This decision marks a significant shift in Goldman Sachs' AI adoption strategy. In July, Goldman CIO Marco Argenti publicly praised "vibe coding" by non-technical staff in an interview, envisioning a workflow where traders or asset managers would build quick prototypes with AI before handing them off to engineers for production scaling. That plan appears to have been abandoned.

Regarding the reasons for the U-turn, Bloomberg cited Goldman spokesperson Nick Carcaterra, who attributed it to a "variety of factors including productivity and risk management." Carcaterra added that the experimentation phase is over, and the firm is now limiting the tools to those "who are best suited to leverage them for the long term." This change reflects the practical governance challenges large financial institutions face as generative AI moves from broad experimentation to controlled deployment.

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高盛AI编程限制

高盛集团(Goldman Sachs)已撤销非技术员工使用高级AI编程工具的权限,仅向工程师开放Anthropic的Claude Code和微软的GitHub Copilot等工具。这一政策转向始于2026年10月的内部指引更新,并于11月…

4 steps1 piecesUpdated 2026-11-03 09:05

How it got here

  1. 2026-04-29《金融时报》报道高盛香港禁止银行家通过内部平台使用Anthropic的Claude模型,原因是合约严格解读及Anthropic承认未正式支持香港。unwire.hk ↗
  2. 2026-08-24CNBC报道高盛合伙人Chris Churchman警告AI可能削弱银行家的推理技能,强调需保留学徒制文化。cnbc.com ↗
  3. 2026-10-31彭博社获取的内部指引显示,高盛在10月更新了政策,开始限制非技术人员使用AI编程工具。news.bloomberglaw.com ↗

What is still unsettled

  • 高盛是否会在其他受监管行业或竞争对手中引发类似的AI工具准入收紧潮?
  • 内部对于‘生产力’与‘风险’的具体权衡标准是什么,是否会随技术发展而调整?
  • 被剥夺工具的交易员和银行家将如何适应新的工作流程,其效率损失是否可控?
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