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cover of episode Product-Led AI: Mustafa Suleyman on Defining Intelligence

Product-Led AI: Mustafa Suleyman on Defining Intelligence

2024/6/20
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Greymatter

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Mustafa Suleyman: 回顾DeepMind的创立,我意识到当时的情形是多么的疯狂和不被理解。我们致力于开发通用人工智能,希望通过AI来解决世界上的难题。在我看来,通用性是智能的重要特征,但不是唯一的。更重要的是关注AI的能力和行动,而不是抽象的定义。我坚信,未来AI将能够创造出人类质量的劳动并赚钱。我认为,更有可能出现的是在特定领域具有专业知识的强大系统,而不是通用的AI。在模型训练方面,高质量的数据远比参数量更重要。创业公司应该专注于收集和过滤高质量的数据,构建自己的微调堆栈,而不是依赖大型模型提供商。同时,我认为完全自主的AI是危险的,应该限制其行动的自由度。未来,AI将记住关于你的一切,并在你的生活中支持你,成为你不可或缺的助手。

Deep Dive

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Mustafa Suleyman reflects on his career path in AI, highlighting the initial skepticism surrounding DeepMind's ambitious goals of achieving artificial general intelligence (AGI). He emphasizes the importance of large-scale engineering and product focus in achieving AGI and solving complex world problems.
  • Early AI work considered absurd
  • Focus on AGI to solve global problems
  • Need for large-scale engineering and product focus in AI

Shownotes Transcript

Guest episode of Product-Led AI, hosted by Greylock partner Seth Rosenberg. In this episode, he speaks with AI pioneer Mustafa Suleyman, who has been at the forefront of the technology through several major leaps forward. As the co-founder of DeepMind, Google’s VP of AI Policy and Products, the co-founder of Inflection, and now the CEO of Microsoft AI, he’s seen AI’s evolution into the transformative tech it is today. He shares his perspective on AGI, autonomous agents, and opportunities for startups.

You can read a transcript of this interview at https://productledaipod.com/podcasts/defining-intelligence/

You can watch the video of this interview at https://youtu.be/cNzRviY4Ei8?si=0Drr1xNbWkkbhPJf

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