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cover of episode Scaling AI With Purpose

Scaling AI With Purpose

2024/10/8
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Smart Talks with IBM

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Rebecca Finlay
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Rebecca Finlay:我认为世界比以往任何时候都更加分裂,我们需要创造空间让不同的观点汇聚在一起,才能解决当今世界面临的挑战。PAI 的目标是汇聚各方专家,共同探讨以人为本的 AI 开发中的重要问题,并寻找相应的解决方案。我们通过工作组合作,整合研究数据和证据,制定框架、最佳实践和资源,并公开发布,以促进负责任的 AI 开发。我们必须公开地进行这项工作,这不仅仅是公开发布模型,更重要的是要建立一个开放的创新生态系统,既能共享创新成果,又能严格维护安全和保障。开放式创新包括:公开研究、透明的流程以及广泛的利益相关者参与。透明度是责任的基础,它有助于推动问责制。AI 的伦理问题取决于其应用场景和使用方式,需要持续关注其对个人隐私权的影响。PAI 的工作,例如关于合成媒体的框架和关于大型模型负责任部署的建议,已经对行业实践和政策产生了影响。AI联盟致力于构建资源、基础设施和社区,以支持大型模型的开源发展。企业在广泛采用负责任的 AI 实践方面面临的最大障碍之一是缺乏对如何有效利用这些模型的理解。政策制定者应该认识到,创新和监管并非对立面,恰恰相反,明确的监管可以促进创新。企业在使用 AI 时,首先要关注数据来源、同意和披露要求以及隐私保护;其次,要确保 AI 系统的使用方式对客户和合作伙伴透明。五年后,如果我们选择为这项技术设定未来的发展轨迹,AI 将推动公平、正义和共享繁荣。人们误解 AI 的最大一点是:AI 本身既非善也非恶,但它并非中立的,它是我们人类如何部署它的选择的产物。在我的工作中,“开放”意味着不仅要对技术本身持开放态度,更要对来自不同背景的观点持开放心态,以便更全面地应对 AI 带来的挑战和机遇。

Deep Dive

Chapters
This chapter introduces Rebecca Finlay, CEO of Partnership on AI (PAI), a non-profit organization focused on the ethical development of AI. It discusses PAI's mission to bring together diverse stakeholders to address the challenges and opportunities presented by AI, emphasizing the importance of collaboration and diverse perspectives.
  • Partnership on AI (PAI) is a non-profit organization.
  • PAI's mission is to bring together experts from various fields to address the challenges and opportunities of AI.
  • PAI focuses on developing AI centered on people and communities.

Shownotes Transcript

In this episode of Smart Talks with IBM, Jacob Goldstein speaks with Rebecca Finlay, CEO of Partnership on AI, about the importance of advancing AI innovation with openness and ethics at the forefront. Rebecca discusses how guardrails — such as risk management — can advance efficiency in AI development. They explore the AI Alliance’s focus on open data and technology, and the importance of collaboration. Rebecca also underscores how diverse perspectives and open-mindedness can drive AI progress responsibly.

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