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Listen "How Companies Can Use LLM-Powered Search to Create Value (Gurdeniz et al., 2024)"
Episode Synopsis
Welcome to Revise and Resubmit, where we explore the most innovative ideas shaping the future of business, management, and technology. Today, we dive into a fascinating new research article, "How Companies Can Use LLM-Powered Search to Create Value", authored by Ege Gürdeniz, Ilana Golbin Blumenfeld, and Jacob T. Wilson, and recently published in the prestigious Harvard Business Review—a journal recognized on the FT50 list, marking it as one of the world's top business publications.
Imagine a world where searching for information is no longer about combing through links but engaging in fluid conversations with advanced AI systems. This article introduces a new era of LLM-powered search, where chat interfaces will allow employees to effortlessly navigate complex data landscapes—whether querying sales metrics, reviewing policy documents, or tapping into institutional knowledge through interactive conversations. With audio, video, and images now integrated into search, the way organizations unlock insights and create value is set for a paradigm shift.
The article offers a six-step blueprint for companies to leverage this technology responsibly: defining use cases, balancing risks with rewards, building strong data practices, and launching training campaigns. And it’s no surprise that the authors are on the cutting edge of AI in practice. Ege Gürdeniz, a Partner at PwC, specializes in Responsible AI, guiding firms through risk management and governance frameworks. Ilana Golbin Blumenfeld, also with PwC, leads clients in building trustworthy AI systems. Jacob T. Wilson, an AI and Data Science Partner, focuses on harnessing generative AI to transform operations and unlock growth opportunities.
So here’s the real question: With the immense power of LLM-powered search engines, how do organizations balance efficiency with accountability? And are companies ready to face the new challenges that come with delegating decision-making to conversational AI?
We extend our sincere thanks to the authors and Harvard Business Publishing for making this thought-provoking research open access. Stay with us as we explore how LLM-powered search could reshape the way businesses operate and rethink knowledge management in the digital age.
Reference
Gurdeniz, E.,Blumenfeld, G. I., & Wilson T. J. (2024). How Companies Can Use LLM-Powered Search to Create Value. Harvard Business Review. https://hbr.org/2024/10/how-companies-can-use-llm-powered-search-to-create-value
Imagine a world where searching for information is no longer about combing through links but engaging in fluid conversations with advanced AI systems. This article introduces a new era of LLM-powered search, where chat interfaces will allow employees to effortlessly navigate complex data landscapes—whether querying sales metrics, reviewing policy documents, or tapping into institutional knowledge through interactive conversations. With audio, video, and images now integrated into search, the way organizations unlock insights and create value is set for a paradigm shift.
The article offers a six-step blueprint for companies to leverage this technology responsibly: defining use cases, balancing risks with rewards, building strong data practices, and launching training campaigns. And it’s no surprise that the authors are on the cutting edge of AI in practice. Ege Gürdeniz, a Partner at PwC, specializes in Responsible AI, guiding firms through risk management and governance frameworks. Ilana Golbin Blumenfeld, also with PwC, leads clients in building trustworthy AI systems. Jacob T. Wilson, an AI and Data Science Partner, focuses on harnessing generative AI to transform operations and unlock growth opportunities.
So here’s the real question: With the immense power of LLM-powered search engines, how do organizations balance efficiency with accountability? And are companies ready to face the new challenges that come with delegating decision-making to conversational AI?
We extend our sincere thanks to the authors and Harvard Business Publishing for making this thought-provoking research open access. Stay with us as we explore how LLM-powered search could reshape the way businesses operate and rethink knowledge management in the digital age.
Reference
Gurdeniz, E.,Blumenfeld, G. I., & Wilson T. J. (2024). How Companies Can Use LLM-Powered Search to Create Value. Harvard Business Review. https://hbr.org/2024/10/how-companies-can-use-llm-powered-search-to-create-value
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