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Episode 108: [Value Boost] How to Use AI Without Losing Your Edge
From Value Driven Data Science by Dr Genevieve Hayes
June 3, 2026 · 10 min · Episode 108
About this episode
Tim Dietrich joins Dr Genevieve Hayes to discuss how to use AI effectively without losing the expertise that makes data scientists valuable.
AI has the potential to dramatically expand what data scientists can do. But used without care, it also has the potential to quietly erode the expertise that makes them valuable in the first place. In this Value Boost episode, Tim Dietrich joins Dr Genevieve Hayes to explore how to stay on the right side of that line and what mindful AI use actually looks like in practice. In this episode, you'll discover: Why looking for problems to solve with AI is a warning sign [02:05] What happens when you use AI before you have the expertise to direct it [05:51] Why your AI interactions should be conversations rather than one-way requests [06:54] How to use AI to become a better thinker not just a faster worker [08:40] Guest Bio Tim Dietrich is an independent software developer with over 25 years’ experience building business software for organisations ranging from startups to Fortune 50 companies, including Siemens and the Library of Congress. Recently, he has become known for building a virtual team of AI specialists that allows him to operate with the output and breadth of a small firm, while remaining a team of one. Links Connect with Tim on LinkedIn Tim's website Connect with Genevieve…
People in this episode
Host: Dr Genevieve Hayes
Guest: Tim Dietrich
Topics covered
- AI
- data science
- expertise
- mindful AI use
- software development
Keywords
- AI
- data scientists
- expertise
- mindful use
- software development
- conversations
- problem solving
Mentioned in this episode
Organizations: Siemens, Library of Congress
More episodes of Value Driven Data Science
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- Episode 106: [Value Boost] When AI Isn't the Answer · May 20, 2026 · 12 min
- Episode 105: From AI Idea to Production Reality · May 13, 2026 · 29 min
- Episode 104: [Value Boost] The Four Zones of AI Productivity for Data Scientists · May 6, 2026 · 14 min
- Episode 103: The Art of the Actionable Insight · April 29, 2026 · 31 min
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