20VC: Microsoft CTO on Where Value Accrues in an AI World | Why Scaling Laws are BS | An Evaluation of Deepseek and How We Underestimate the Chinese | The Future of Software Development and The Future of Agents with Kevin Scott
Mar 31, 2025
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Kevin Scott, the CTO of Microsoft and former SVP of Engineering at LinkedIn, dives into the evolving landscape of AI. He challenges traditional scaling laws, arguing they are overrated. Scott discusses the future of synthetic data and AI agents, predicting substantial shifts in software development driven by AI. He also emphasizes the importance of leadership lessons from Microsoft’s Satya Nadella and examines how we may be underestimating China’s role in tech innovation. A thought-provoking look at where value truly lies in an AI-driven world!
Kevin Scott emphasizes that the traditional constraints of scaling in business are diminishing, allowing for the emergence of innovative, domain-specific AI solutions.
The podcast discusses the critical shift towards high-quality synthetic data and AI agents, which will revolutionize user interactions and product efficiency in software development.
Deep dives
The Current Era of Entrepreneurship
This is an opportune time for entrepreneurs due to the rapid advancements in technology and AI. The speaker emphasizes that traditional constraints of scaling are gradually lifting, enabling innovative business ideas to flourish without limits. As industries evolve, there will not be a single solution provider but numerous specialized 'agents' designed to cater to diverse needs across various domains. The emphasis is on the importance of product management being closely tied to domain expertise, signifying a shift toward more customized and knowledgeable solutions.
Navigating Technological Shifts
The discussion highlights the confusion that often accompanies significant technological transitions, similar to what was experienced during the advent of the internet and mobile technologies. Entrepreneurs are encouraged to actively participate in the exploration of new ideas rather than remaining passive observers. The speaker argues that launching and iterating products quickly is essential for understanding their value and utility in the market. This process of aggressive exploration, which requires the willingness to learn from both successes and failures, is identified as crucial in determining what products will thrive in a shifting landscape.
The Importance of Quality and Value in Data
The conversation assesses the critical role of data in driving efficiency, highlighting that high-quality data is significantly more advantageous than sheer volume. A shift towards synthetic data is observed, where it becomes increasingly pivotal in refining models post-training. There is a growing need for quantitative assessments of data value, as many claims related to its worth remain unverified. The discussion underscores that rather than treating models as mere repositories of information, there is a pressing need for them to enable reasoning and problem-solving capabilities.
The Future of Human-Agent Interaction
Anticipation surrounds the evolution of user interfaces driven by AI agents, moving away from mere transactional interactions to a more sophisticated and memory-driven engagement. The speaker notes that while AI agents currently excel at short, immediate tasks, future iterations will be capable of handling more complex responsibilities. This transition will foster a relationship where agents learn from past interactions and adapt to user preferences over time. The holistic integration of agents into daily workflows is projected to transform how people engage with technology, streamlining tasks once reserved for human effort.
Kevin Scott is the CTO of Microsoft, where he leads the company’s AI and technology strategy at global scale and played a pivotal role in Microsoft’s partnership with OpenAI. Prior to Microsoft, Kevin spent six years at Linkedin as SVP of Engineering. Kevin has also enjoyed advisory positions with Pinterest, Box, Code.org and more.
In Today’s Episode We Discuss:
04:10 Where is Enduring Value in a World of AI
10:53 Why Scaling Laws are BS
12:26 What is the Bottleneck Today: Data, Compute or Algorithms
15:38: In 10 Years Time: What % of Data Usage will be Synthetic
20:04 How Will AI Agents Evolve Over the Next Five Years
23:34: Deepseek Evalution: Do We Underestimate China
28:34 The Future of Software Development
31:53 The Thing That Most Excites Me in AI is Tech Debt
35:01 Leadership Lessons from Satya Nadella
41:13 Quickfire Round
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