为 GenAI 产品创新扩展隐私基础设施
How does Meta empower its product teams to harness GenAI’s power responsibly? In this post, we delve into how Meta addresses the challenges of safeguarding data in the GenAI era by scaling its Privacy Aware Infrastructure (PAI), with a particular focus on Meta’s AI glasses as an example GenAI use case.
Meta 如何赋能其产品团队负责任地利用 GenAI 的力量？在这篇文章中，我们深入探讨 Meta 如何通过扩展其隐私感知基础设施（PAI）来应对 GenAI 时代的数据保护挑战，并以 Meta 的 AI 眼镜作为 GenAI 用例的重点示例。
- We’ll describe in detail the technology behind data lineage, explain how modern infrastructure supports privacy at scale, and discuss how these advances accelerate product innovation while keeping privacy at the core.
- 我们将详细描述数据血缘背后的技术，解释现代基础设施如何在大规模下支持隐私，并讨论这些进展如何在以隐私为核心的同时加速产品创新。
- AI glasses are only one of the latest examples of how generative AI (GenAI) has been driving a range of new product experiences across all our platforms at Meta.
- AI 眼镜只是生成式 AI（GenAI）在 Meta 所有平台上推动一系列新产品体验的最新例子之一。
- While GenAI enables new features like hyper-personalized recommendations and responsive real-time assistants, it is also reinforcing the importance of earning and maintaining user trust by maintaining and protecting user data.
- 虽然 GenAI 带来了如超个性化推荐和响应式实时助手等新功能，但它也强化了赢得并维持用户信任的重要性，即持续保护用户数据。
As AI products like our AI glasses ingest, process, and generate increasingly rich data, they also introduce new opportunities for embedding privacy into those processes. Our vision to empower our product teams to responsibly harness the power of GenAI is a bold one: We scale our Privacy Aware Infrastructure (PAI) as a foundational backbone of AI innovation.
随着 AI 产品（如我们的 AI 眼镜）摄取、处理并生成越来越丰富的数据，它们也为在这些流程中嵌入隐私保护带来了新机会。我们赋能产品团队负责任地利用 GenAI 力量的愿景十分宏大：我们将 Privacy Aware Infrastructure（PAI） 扩展为 AI 创新的基础支柱。
By empowering product teams with lineage insights and automated privacy controls, we accelerate GenAI product innovation while upholding user trust and privacy as foundational principles.
通过为产品团队提供血缘洞察和自动化的隐私控制，我们在加速 GenAI 产品创新的同时，始终将用户信任与隐私作为基本原则。
The Key Privacy Challenges of GenAI
GenAI 的关键隐私挑战
We’ve encountered three primary ...