# AI safety is an accelerator for large-scale AI adoption, not a brake

> Original title: AI安全是AI规模化应用“加速器”

- Source: QbitAI
- Published: 2026-10-29T08:50:14.000Z
- Bad Influence: https://badinfluence.news/items/j31ql00klu7kr9vliznc52bt2
- Original: https://www.qbitai.com/2026/10/506544.html

## Summary

Shao Guanglu, a former China Telecom general manager, argues in a QbitAI-published op-ed that AI safety is a prerequisite for scaling AI into core business rather than a brake on development. He frames large-scale AI adoption as effectiveness × reliability × safety, and says the risks now span six layers, from infrastructure to national security. The article proposes building safety into AI systems, prioritizing agent security, and exploring commercial insurance as a way to share residual risk.