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cover of episode Microsoft AI CEO Mustafa Suleyman says conversational AI is the next web browser

Microsoft AI CEO Mustafa Suleyman says conversational AI is the next web browser

2024/12/9
logo of podcast Decoder with Nilay Patel

Decoder with Nilay Patel

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以尖锐评论和分析大科技公司和政治人物而闻名的《The Verge》编辑总监。
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Mustafa Suleyman: 我认为在未来2到10年内,在现有硬件上实现AGI是可能的。AGI不是奇点,而是能够胜任所有人类水平训练环境的通用学习系统。当前的LLM已经展现出创造力的迹象,通过对训练数据之间多维元素的插值来生成新颖的答案。我认为LLM的创造力提升有赖于状态记忆和元推理等工程问题的解决。将传统确定性计算机系统与非确定性AI系统相结合是通往AGI的重要途径。微软AI专注于消费者AI产品,包括Bing、Edge、MSN和Copilot。当前AI创新主要发生在生产环境中,通过优化和迭代进行。微软Azure业务和M365 Copilot为AI模型的企业应用提供了巨大的实验框架。微软与OpenAI的合作是其AI模型发展的重要组成部分。微软AI正在开发与GPT-4同级别的模型,但不会与OpenAI在模型规模上直接竞争。微软的决策框架是基于六周的节奏,注重实践和反馈。微软的决策框架注重预测未来模型的能力,并将其应用于产品开发。大型语言模型的改进速度仍在加快,但成本更高、更脆弱,训练时间更长。未来训练AI模型的数据来源包括:现有数据、交互数据、合成数据和AI间的交互数据。互联网上公开的内容被认为是“免费软件”,AI可以使用这些内容进行训练。AI的合理使用与人类相同,可以利用公开的材料进行学习。微软尊重内容提供者,并为高质量的版权内容付费。低质量的AI内容可以通过观察其输出结果来识别和降低其影响。微软将专注于打造差异化的AI伴侣产品,以情感化和个性化的交互体验来提升用户粘性。微软正在探索语音优先体验和未来硬件的可能性。 Nilay Patel: 当前的LLM是否能线性发展到AGI?将传统确定性计算机系统与非确定性AI系统相结合是通往AGI的重要途径吗?微软AI的边界在哪里?微软与OpenAI的合作存在竞争与合作的张力吗?微软AI部门的盈利情况如何?微软在某些领域增长速度超过谷歌,并对谷歌构成竞争威胁吗?当前AI模型的改进速度不如预期,需要充分利用现有模型的能力吗?在解决版权问题之前,未来训练AI模型的数据来源有哪些?互联网上公开的内容是否仍然可以被认为是“免费软件”用于AI训练?训练数据成本的增加可能会影响AI模型的商业可持续性吗?当前AI产品对内容创作者的利益影响存在不确定性吗?AI代理的出现可能会导致服务提供商被去中介化吗?AI代理的广泛应用可能会影响现有服务提供商的商业模式吗?如何有效地识别和管理AI生成的内容?微软能否通过卓越的产品来克服苹果在设备分销上的优势?

Deep Dive

Key Insights

Why does Mustafa Suleyman think conversational AI is the next big platform shift?

Mustafa believes conversational AI will replace traditional search engines and browsers because it offers a more intuitive, efficient, and personalized user experience. He envisions a future where users interact with AI companions that can handle tasks, provide information, and remember context, making computing more accessible and natural.

What timeframe does Mustafa Suleyman estimate for achieving AGI?

Mustafa estimates that AGI could be achieved within the next two to ten years, depending on the advancements in hardware and model capabilities. He emphasizes the uncertainty and the need for continuous progress in AI research and development.

How does Mustafa Suleyman define AGI?

Mustafa defines AGI as a general-purpose learning system capable of performing well across various human-level tasks, including knowledge work and physical labor. He differentiates AGI from the concept of a superintelligence, focusing on practical, human-useful applications of AI.

What is Mustafa Suleyman's approach to decision-making at Microsoft AI?

Mustafa operates on a six-week cycle, with a weekly meetup for reflection and planning. He emphasizes being hands-on, tracking telemetry, and gathering feedback to ensure accountability and alignment with product goals. He also writes a weekly newsletter to share insights and steer the team's direction.

How does Mustafa Suleyman view the relationship between Microsoft and OpenAI?

Mustafa sees the partnership between Microsoft and OpenAI as one of the most successful in computer history, despite natural tensions. He acknowledges OpenAI's exceptional growth and the mutual benefits of collaboration, with Microsoft providing compute and funding, and OpenAI supplying models and IP.

What challenges does Mustafa Suleyman foresee with the commodification of information for AI training?

Mustafa acknowledges the legal and economic uncertainties surrounding the use of publicly available data for AI training. He suggests that while some content providers may demand compensation, Microsoft is committed to paying for high-quality, copyrighted material. He also sees potential in synthetic data and AI-to-AI interactions as alternative sources for training data.

How does Mustafa Suleyman envision the future of AI agents in consumer interactions?

Mustafa envisions a future where AI agents become the primary interface for consumer interactions, replacing traditional browsing and search experiences. He believes these agents will negotiate and interact with businesses on behalf of users, making transactions more efficient and personalized. However, he acknowledges the need for quality control and the potential for a cat-and-mouse game with synthetic content.

What is Mustafa Suleyman's perspective on the role of AI in Microsoft's consumer products?

Mustafa views AI as a transformative force in Microsoft's consumer products, particularly in Bing, Edge, MSN, and Copilot. He emphasizes the importance of integrating AI deeply into these products to enhance user experience, relevance, and personalization. He also highlights the profitability of Bing and the potential for AI to drive further growth in consumer revenue.

How does Mustafa Suleyman compare Microsoft's approach to AI with Google's?

Mustafa appreciates Microsoft's disciplined focus on revenue, long-term planning, and customer-centric innovation. He contrasts this with Google's more instinctive, creative approach, which he admires but finds less structured. He also notes Microsoft's emphasis on security and accountability, which has become a central priority post-COVID.

Shownotes Transcript

Today, I’m talking with Mustafa Suleyman, the CEO of Microsoft AI. Mustafa is a fascinating character in the world of AI — he’s been in and out of some pivotal companies like DeepMind, which he cofounded, and Google. He landed at Microsoft through a unique not-quite-acquisition deal of his latest startup, Inflection AI. 

As CEO of Microsoft AI, Mustafa now oversees all of its consumer AI products, including the Copilot app, Bing, and even the Edge browser and MSN — two core components of the web experience that feel like they’re radically changing in a world of AI. The company has also a unique relationship with OpenAI, one that’s grown more complicated of late. That’s a lot of *Decoder *bait, and we really get into it. 

**Links: **

  • Google DeepMind co-founder joins Microsoft as CEO of its new AI division | The Verge)

  • This is Big Tech’s playbook for swallowing the AI industry | Command Line)

  • The new AI deal: buy everything but the company | NYT)

  • Sam Altman lowers the bar for AGI | The Verge)

  • OpenAI seeks to unlock investment by ditching ‘AGI’ clause with Microsoft | FT)

  • ​​Microsoft needs to win back trust | The Verge)

  • Microsoft’s AI boss thinks it’s okay to steal content if it’s on the open web | The Verge)

  • Read Microsoft’s optimistic memo about the future of AI companions | The Verge)

  • ​​Microsoft gives Copilot a voice and vision in its biggest redesign yet | The Verge)

  • How Microsoft is thinking about the future of Copilot and AI hardware | The Verge)

**Transcript: **https://www.theverge.com/e/24078862)

Credits:

Decoder is a production of The Verge and part of the Vox Media Podcast Network.

Our producers are Kate Cox and Nick Statt. Our editor is Callie Wright. Our supervising producer is Liam James.

The Decoder music is by Breakmaster Cylinder.

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