Navigating the Transformational Shift to AI With Former Snowflake CEO and Microsoft President Bob Muglia
Oct 18, 2023
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Former Snowflake CEO and Microsoft President, Bob Muglia, discusses exciting trends in AI, the role of data quality, ethics in AI development, and the future impact of relational knowledge graphs and robotics.
English is becoming the new programming language for AI, making it more accessible and user-friendly.
The success of AI models relies heavily on the quality and coherence of the data they are trained on.
Deep dives
The Transformative Shift to AI and the Role of Data
Bob discusses the transformative shift to AI in enterprises and emphasizes the crucial role of data in AI success. He highlights the need for enterprises to navigate the hype cycle and mentions that we are currently at the top of the hype cycle for AI, entering the trough of disillusionment. Bob anticipates that we will soon see the applications of AI and enter the slope of enlightenment. He also shares specific examples of AI applications, such as DocuGami, a company that leverages AI to transform contract creation and workflow processes.
The Power of AI and Natural Language Interface
Bob explains the evolving power of AI and its impact on accessibility and insights. He mentions that English is becoming the new programming language, making AI more accessible and user-friendly. Bob also discusses the importance of combining AI models with knowledge and data, highlighting the concept of retrieval augmented generation. He emphasizes the value of leveraging organizational knowledge bases and databases to enhance AI models and improve their accuracy and effectiveness.
Ethics, Leadership, and Future of AI
Bob explores the ethical considerations of AI and emphasizes the importance of values and ethics in building AI-driven organizations. He highlights the need for companies to establish clear values and align those values with the products they create. Bob also shares insights on leadership, focusing on strategy, structure, and people. He emphasizes the importance of listening to teams, being open to feedback, and considering the timing and context of decision-making. Lastly, Bob discusses the future impact of robotics and envisions a world where robots are integrated into various aspects of daily life.
On the 29th episode of Enterprise Software Innovators, hosts Evan Reiser (Abnormal Security) and Saam Motamedi (Greylock Partners) talk with Bob Muglia, former CEO at Snowflake and former President at Microsoft. For over 30 years, Bob has been at the frontier of modern technology and spent over two decades at Microsoft, becoming one of four Presidents reporting directly to CEO Steve Ballmer. After a stint at Juniper Networks, he was CEO of Snowflake, a foundational cloud data company, and today sits on the boards of several technology startups. In this conversation, Bob discusses navigating AI as an enterprise business, the role of data in AI’s success, and valuable lessons on innovative leadership.
Quick hits from Bob:
On exciting trends emerging in AI: “Probably the most incredible thing that's happened this year, ‘what is the programming language of 2023?’ English. English is the new programming language, which is a crazy thing to think about. Now, you’re basically programming these AI models by talking to it in English, and pretty soon they'll be multimodal and you'll just literally be talking to them. So it's making things much more accessible.
On the importance of data quality relating to AI: “AI only knows as much as the data that it is trained on or fed with. It has to be provided with data in order to provide answers. If you can't come up with that data in a coherent way, you are not going to be able to use these models very effectively.”
On ethics being present in AI driven products: “I encourage every company that I work with to create a set of values and to really live by those values and to demonstrate that in many deep ways throughout the organization. That's something I focused on throughout my career. One of the observations I've had is that in the technology space, the values of a company are reflected in their products. This is only going to become reinforced and more true as AI takes on more and more decision making capability within these products.”
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Enterprise Software Innovators is a show where top tech executives share how they innovate at scale. Each episode covers unique insights and stories that will help you succeed as a technology leader. Find more great lessons from tech leaders and enterprise software experts at https://www.enterprisesoftware.blog/
Enterprise Software Innovators is produced by Luke Reiser and Josh Meer.
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