AI Product Management Guru

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How to Answer “Explain Embeddings” in an AI PM Interview
I’ve been running through AI PM interview questions, and this one seemed easy until I tried to explain it out loud.
 • Shaili Guru
What I Learned Preparing to Explain RAG vs. Fine-Tuning in an AI PM Interview
“What’s the difference between RAG and fine-tuning?
 • Shaili Guru
How to Build Your First AI Eval: A Step-by-Step Walkthrough Using the Anthropic Console
Most AI products don’t fail because the model is bad. They fail because nobody defined what “good” looks like before shipping.
 • Shaili Guru
The Invisible Upgrade: How Tokenization Quietly Got Better (And Why Your AI Costs Dropped)
I was reading Lenny Rachitsky’s latest blog post, “How to build AI product sense” by Tal Raviv and Aman Khan, when I came across this diagram of how…
 • Shaili Guru
The Great Context Engineering Debate: Does It Matter for PMs Without Agents?
There’s been a little intellectual tug-of-war in the Guru household this past week.
 • Shaili Guru
The Hybrid Chatbot Stack: When to Cache, Route, or Generate
How to build a hybrid AI system that answers questions at the right cost, speed, and quality level
 • Shaili Guru
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
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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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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AI Product Management Guru

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