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AI in Product Management: Specializing vs. Utilizing

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Why Every AI Product Lifecycle Conversation Should Start with POCs
If I were teaching someone about AI product lifecycles for the first time, I’d start with POCs.
 • Shaili Guru
Vibe Coding Exposed My PM Sins (And Yours Will Too)
My kids got Harry Potter Guess Who for Christmas.
 • Shaili Guru
2025 Was Tough. I Learned a Lot About Who I Am.
2025 was tough.
 • Shaili Guru
ERR vs. ARR: The Metric That Reveals Whether Your AI Revenue Is Real
I was listening to Lenny’s podcast with Jeanne DeWitt Grosser (Vercel’s COO) and she mentioned a metric I hadn’t heard before: ERR, or Experimental…
 • Shaili Guru
Data Fundamentals for AI Product Managers: What You Need to Know Before Your First Project
I went looking for a single article I could hand to my students.
 • Shaili Guru
Small Language Models: When Less Is More for AI Products
In 2025, NVIDIA published a position paper arguing that smaller AI models will outperform the giants for most real-world applications.
 • Shaili Guru
Real Talk AI: Building AI That Users Can Trust: Real Talk with Tapan Kamdar on Privacy-First Innovation and Leading at Scale
How Mozilla’s Senior Director of GenAI builds responsible AI products while leading teams of 200+, and what every AI PM can learn about balancing…
 • Shaili Guru and Tapan Kamdar
AI Product Management Guru
AI Product Management Guru
Practical frameworks, actionable insights, and clear guidance to empower Product Managers navigating AI & Generative AI product management.
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