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Index/Product/Awkward Silences
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#187 - Throwback: Harnessing AI For Better Insights with George Whitfield of MIT and Google

Awkward Silences · 2026-04-14 · 41 min

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Topics in this episode

UX designProduct Managementresearchproductresearch ops

Episode notes

This week we're revisiting one of Awkward Silences' most memorable episodes. This episode welcomed George Whitfield, an expert in applying AI to the analysis of qualitative data. George discussed the intricate challenges of leveraging language models to interpret expansive open-ended data (like interview transcripts), and emphasized the importance of context and not just keyword or topic identification. Episode Highlights 03:48 - Innovating consumer insights using AI 12:21 - Importance of human involvement in AI tools 20:04 - Enhance discussion sections with AI tools 26:50 - AI-inspired insights provide inspiration, not guidance 34:12 - Interpretation beyond analyzing transcripts 36:46 - Applying engineering rigor to the process of building a business About Our Guest George Whitfield is an Entrepreneur-in-Residence at the Martin Trust Center for MIT Entrepreneurship, Lecturer at the MIT Sloan School of Management, and Software Engineer at Google. George holds 4 patents and has 3 degrees from MIT including a Bachelors in Electrical Engineering and Computer Science and a Masters and Ph.D. in Materials Science and Engineering.

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  • Reclaim Your Brand Voice and Rise Above the AI Slop with Chris SilvestriHow I Grew This: Real Stories of Digital Growth · on UX design82 / 100
  • Clarity is the Real Key to Transformation 🐦‍🔥 with Charlo Allizard Leverage · on Product Management76 / 100
  • Founder Journey ft. Wayne PommenFounder Journey · on Product Management75 / 100

More from Awkward Silences

All episodes →
  • #192 - Slowing Things Down to Speed Up Research with Jared Forney of Okta90 / 100
  • #191 - Throwback: UX Lessons from a Decade Researching AI with Jess Holbrook of Microsoft81 / 100
  • #190 - How to Navigate the Constant Change in UX Research with Learners CEO Alec Levin70 / 100
  • #189 - Throwback: Quantifying Research Impact with Ruby Pryor of Rex68 / 100
  • #184 - Use Context For More Influence with Kristen DeLap of Econify85 / 100
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