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cover of episode Ep518 - Ravi Bapna & Anindya Ghose | Thrive: Maximizing Well-Being in the Age of AI

Ep518 - Ravi Bapna & Anindya Ghose | Thrive: Maximizing Well-Being in the Age of AI

2025/1/21
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Talks at Google
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Anindya Ghose
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Ravi Bapna
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Ravi Bapna: 我们写这本书的动机有两个：一是企业只使用了极少一部分数据，原因在于惰性、无知和缺乏想象力；二是AI技术复杂且难以理解，公众对其存在误解。我们提出了AI框架，包含数据工程、传统AI和生成式AI等，并强调了公平、道德和可解释性。我们还探讨了三个关于AI的常见误解：一是所有AI都关于生成式AI；二是媒体只关注AI的负面影响；三是AI的瓶颈在于缺乏数据科学人才。实际上，传统AI在未来几年仍将产生大部分价值，而更智能的AI可以帮助我们解决偏见问题。此外，企业应超越简单的提示工程，整合自身数据，并培养领导层的AI应用能力。 Anindya Ghose: 未来AI发展需要关注监管问题，包括欺骗、串谋和反垄断等方面。定义欺骗和确定责任主体在AI领域非常困难。AI技术降低了市场准入门槛，大型企业的数据优势正在减弱，但盈利能力和用户留存率成为新的挑战。AI产业链中，芯片、云计算、AI模型和应用层存在垂直整合的可能性，这可能引发监管关注，例如捆绑销售、排他性交易和市场垄断等问题。此外，AI发展还将面临先发优势与后发优势之间的博弈，以及地缘政治因素的影响。

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Ravi Bapna and Anindya Ghose visit Google to discuss their book “Thrive: Maximizing Well-Being in the Age of AI” - the book explores how AI can positively impact many aspects of our daily lives, from health and wellness to work, education, and home life.

Artificial intelligence is a powerful general-purpose technology that is reshaping the modern economy, but misperceptions about AI stand in the way of harnessing it for the betterment of humanity. In their book Thrive, Ravi Bapna and Anindya Ghose counter the backlash by showcasing how AI is positively influencing the aspects of our daily lives that we care about most: our health and wellness, relationships, education, the workplace, and domestic life. The authors explain the underlying technology and give people the agency they need to shape the debate around how we should regulate AI to maximize its benefits and minimize its risks.

Bringing over two decades of experience with cutting-edge research, consulting, executive coaching, and advising to bear on the subject, Bapna and Ghose demystify the technology of AI itself. They offer a novel “House of AI” framework that encompasses traditional analytics, generative AI, and fair and ethical deployment of AI. Using examples from everyday life, they showcase how the modern AI-powered ecosystem fundamentally improves the emotional, physical, and material well-being of regular people across the globe.

Visit http://youtube.com/TalksAtGoogle/) to watch the video.