#187 - Throwback: Harnessing AI For Better Insights with George Whitfield of MIT and Google

#187 - Throwback: Harnessing AI For Better Insights with George Whitfield of MIT and Google

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.

Resources on Qual Data and AI

Avsnitt(194)

#188 - Why AI Can't Replace Qualitative Research with Sam Ladner of Workday

#188 - Why AI Can't Replace Qualitative Research with Sam Ladner of Workday

Erin May sits down with Sam Ladner, Senior Principal Researcher of Strategy at Workday, to explore the evolving role of AI in qualitative research. Sam brings a refreshingly balanced perspective on wh...

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#186 - Positioning Your Portfolio for AI Skills with Aneta Kmiecik of Be Your Own Design Team

#186 - Positioning Your Portfolio for AI Skills with Aneta Kmiecik of Be Your Own Design Team

Erin May sits down with Aneta Kmiecik, founder of Be Your Own Design Team, to tackle one of the biggest questions facing designers today: how to position AI skills in portfolios and resumes. With 15 y...

31 Mars 42min

#185 -  How to Use AI Without Losing Your Research Soul with Nikki Anderson of Drop in Research

#185 - How to Use AI Without Losing Your Research Soul with Nikki Anderson of Drop in Research

Ben Wiedmaier sits down with user research consultant Nikki Anderson to explore how researchers can stay relevant when budgets are tight and stakeholders are stressed. Nikki runs Drop in Research wher...

17 Mars 52min

#184 - Use Context For More Influence with Kristen DeLap of Econify

#184 - Use Context For More Influence with Kristen DeLap of Econify

Ben talks with Kristen DeLap, fractional COO at Econify, to explore how UX'ers can build influence without formal authority. Kristen brings a unique perspective, having evolved from interior design to...

3 Mars 39min

#183 - The Best Ways to Use AI in UX Research with Laura Klein of NN/g

#183 - The Best Ways to Use AI in UX Research with Laura Klein of NN/g

Erin and Ben chat with Laura Klein, Principal Experience Specialist at Nielsen Norman Group, about the practical realities of AI in user research. Laura teaches a class on AI for researchers and bring...

17 Feb 48min

#182 - The Future of Research (In a Moment of Change)

#182 - The Future of Research (In a Moment of Change)

Ben sits down with Basel Fakhoury, CEO and Co-founder of User Interviews, and Baran Erkel, Chief Strategy Officer at UserTesting, for a conversation about the research industry's evolution. With AI re...

3 Feb 40min

#181 - Why We Need Design Now More Than Ever with Karl Randay of 383

#181 - Why We Need Design Now More Than Ever with Karl Randay of 383

Ben Wiedmaier sits with Karl Randay, Experience Director at 383, to explore how designers can stay relevant in an increasingly automated world. Karl shares insights from working with major brands like...

20 Jan 51min

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