AI
RESPONSIBILITY:

AI 治理有方：严格审核、稳健运营

AI Governance reviews and operations

我们会审慎评估新的 AI 研究和应用提案，确保其符合我们的原则。随着先进技术的不断涌现和发展，我们将继续优化相关流程。

We assess proposals for new AI research and applications for alignment with our Principles. As advanced technologies emerge and evolve, we'll continue to refine our process.

Overview

At Google, a central team is dedicated to ethical reviews of new AI and advanced technologies before launch, working with internal domain experts in machine-learning fairness, security, privacy, human rights, the social sciences, and, for cultural context, Google's employee resource groups.

在 Google，有一支核心团队专门负责对新的 AI 技术和先进技术进行发布前伦理审核。他们会与公司内部 ML 公平性、安全性、隐私权、人权、社会科学等领域的专家密切合作；如果需要了解文化背景，还会向 Google 员工资源团体求助。

1. Intake

任何团队都可以寻求 AI 原则建议。审核人员还会将层出不穷的新 AI 研究论文、产品创意和其他项目纳入审核范围。

Any team can request AI Principles advice. Reviewers also consider an ongoing pipeline of new AI research papers, product ideas, and other projects.

2. Analysis

审核人员会分析技术潜在利弊的影响面。

Reviewers analyze the scale and scope of a technology's potential benefits and harms.

3. Adjustment

审核人员会提出技术评估建议（例如，检查 ML 模型是否持有不公平的偏见）。

Reviewers recommend technical evaluations (e.g., checking for unfair bias in ML models).

4. Decision

审核人员会决定是否要准许继续推进所审核的 AI 应用（例如 Cloud AI Hub 和"文字转语音"）。

Reviewers decide whether to pursue or not pursue the AI application under review (e.g., Cloud AI Hub and text-to-speech).

Implementing Our AI Principles

The ways in which artificial intelligence is built and deployed will significantly affect society. Learn more about how we are applying our AI principles across Google research and products.